Training from train-spam.txt and train-ham.txt
Testing from test-spam.txt and test-ham.txt
number of emails 30088 vs 8158
entire vocab {'conferenceside', 'gamblesearchengine', 'xgzybdleijcspbrdzbqjlvtljjbchygc', 'piuyt', 'woods', 'uwvz', 'spiders', 'tidkfuv', 'hanging', 'xsrffamfinhyyfpvwxynfeuzgaadgvczlwel', 'comically', 'regularize', 'hjrnqi', 'igual', 'pdfaouzktsooxaprbxwvwkohpx', 'qjarwtqb', 'xodm', 'bokanhwywolj', 'ivngqdbegin', 'savaient', 'replacer', 'tourister', 'yjswc', 'fullblooded', 'zntfcti', 'bringing', 'couldnacutet', 'kgmzttomhjflrifnbdixcmghoiukndwhqqdhl', 'penspecial', 'grueling', 'vibrational', 'wooden', 'loggingin', 'wednesday', 'circuitry', 'crotch', 'jpsxvkqtnqmr', 'jbwy', 'shows', 'stdength', 'irductance', 'ampfdsd', 'pizzle', 'vknbu', 'yvtel', 'yrtqasiovpe', 'consenting', 'reengineering', 'prosody', 'inanimate', 'uality', 'errors', 'dialogs', 'fawr', 'emhyv', 'tibpuluji', 'doubletriplebackfliphandstand', 'designing', 'evolutionism', 'ooujrgjkdajfg', 'persoenlich', 'mailings', 'brainwashed', 'affiliates', 'sexua', 'veflvyezfrftbvjldompocjngvgwbutametbtd', 'affiliated', 'sexul', 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'knyfsmpzilvsxoz', 'surfing', 'jonnie', 'asemana', 'architectuur', 'trialled', 'sexgames', 'egold', 'ocassionally', 'webstart', 'pitchforks', 'webpage', 'compdnone', 'professors', 'structuring', 'effexes', 'haadmwpchunme', 'neither', 'disconnect', 'nprovjqnaarmvakmabuco', 'jio', 'jim', 'tulo', 'lijhg', 'cooperations', 'jis', 'tqqjkkbl', 'jix', 'jiy', 'apron', 'comedienne', 'registrierte', 'overpowering', 'nsf', 'sorted', 'dide', 'celebraties', 'hickory', 'gwixs', 'didn', 'pealing', 'knrkcwmlndnleoklnmtxgwdtkt', 'instability', 'personalizing', 'quarter', 'quartet', 'themshow', 'htoppering', 'withyou', 'clbpps', 'mjaxnlxjo', 'ayyy', 'entering', 'thorpmywigufbsgtqdtgbgpl', 'wegen', 'salads', 'disasters', 'sonjosephwho', 'pratelsky', 'bouyant', 'rjycl', 'ywhopvie', 'seriously', 'unclaimable', 'oqolfao', 'krydet', 'askareet', 'amnoon', 'liliputianas', 'hygienically', 'blna', 'tienen', 'bytv', 'incentives', 'enjoyhable', 'postexams', 'snooker', 'longines', 'byte', 'hcoduaveefjy', 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entire vocab size is 78082
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'readymade': 0, 'zazeccdbedhj': 0, 'fldwc': 0, 'ski': 4, 'earthquakes': 3, 'boom': 2, 'identical': 10, 'tcbqffvyqgivoqqcoumtqwecyqjdcbissiummynovmatkcpudteypyqmkephfwaddfaw': 0, 'saturation': 1, 'diretamente': 0, 'axgixdlwq': 0, 'sick': 62, 'mcginn': 1, 'knon': 0, 'protesters': 3, 'erscheint': 0, 'organisiert': 0, 'uumlber': 0, 'know': 2737, 'knot': 2, 'qhavdjxezwmd': 0, 'brlbwoutm': 0, 'canaaaadian': 1, 'variants': 8, 'themnext': 1, 'debatforum': 0, 'calipers': 0, 'geometers': 1, 'coperation': 0, 'ahem': 8, 'eightyear': 0, 'gypsy': 0, 'ahea': 1, 'cfesaryin': 0, 'taxpayers': 0, 'boheme': 0, 'hitchhike': 2, 'cbebbbeafffdadadfdbafaaddafcdabefceeacafcceeadfefaaefceabfddbafcedcdfddfacfaecdfecdffcedacbdafcadfcffeecaefc': 0, 'qvjqcdznpuazzqvnzujpyfghddup': 0, 'nfykjrxjemhbpxlebrvke': 0, 'qjfqqg': 0, 'starred': 4, 'intresse': 0, 'ixqperqcax': 0, 'pivtures': 1, 'waqs': 1, 'juni': 0, 'kedjhimfagf': 0, 'because': 920, 'wmqzb': 0, 'chatrooms': 1, 'searching': 51, 'jwtoipkhnj': 0, 'mosquitoes': 0, 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'xnbspnbspnbspnbspnbspnbspnbspnbspnbspnbspnbsp': 0, 'sdtrrgtf': 0, 'quotabsolutely': 0, 'spiller': 1, 'ademic': 1, 'warranty': 18, 'kfzi': 0, 'preform': 0, 'kfzh': 0, 'washhoose': 1, 'warrants': 1, 'provas': 0, 'headphone': 1, 'ltimes': 1, 'enviacuteenos': 0, 'broute': 0, 'wzwohyvgemruakklnaaa': 0, 'brush': 11, 'registration': 72, 'ei': 1, 'nariapt': 0, 'uknfgxndvhlbu': 0, 'fired': 7, 'patronisingly': 1, 'weiortiowooglgl': 0, 'ofqoagjctpcgl': 0, 'klomv': 0, 'stucture': 3, 'grapevine': 4, 'geolocational': 0, 'mckpphzxvssaxnwzewyzbl': 0, 'telemveis': 0, 'fuser': 0, 'wzxv': 0, 'beanie': 0, 'avantgardni': 0, 'tiatives': 1, 'svhb': 0, 'etools': 0, 'subjectoptinreply': 0, 'antivi': 1, 'uncontrollable': 8, 'disorganized': 0, 'appointing': 1, 'bahiense': 0, 'kpc': 0, 'worriedly': 1, 'baaaaad': 1, 'afastaramse': 0, 'hzfyqxavkyii': 0, 'ylyazxzgy': 0, 'zgnlngsdw': 0, 'fejq': 0, 'fundi': 0, 'contradictory': 4, 'heuristic': 3, 'recevezvous': 0, 'tjhacite': 0, 'zwhxjpvcluadxpk': 0, 'intrusive': 0, 'printposter': 0, 'nedixujmop': 0, 'goose': 1, 'catherine': 0, 'habitantes': 0, 'cored': 0, 'zqbfkgvbhkppl': 0, 'lve': 0, 'keicnjdcgpwhsyqokmbqmtsnrrshaixaaruwiqdfohjalirdisqhqgsgqtmaixikdjvtb': 0, 'extrawide': 0, 'vivante': 0, 'tsbwwebabtur': 0, 'hiha': 0, 'lubricated': 0, 'cartirdges': 1, 'fmeujpirliwjksqhua': 0, 'chatten': 0, 'attained': 4, 'fwxewwdjck': 0, 'braucht': 1, 'biksxkqfhz': 0, 'cordial': 0, 'jewel': 3, 'maist': 2, 'volte': 0, 'meaningless': 1, 'dearth': 1, 'svhs': 0, 'sunslt': 0, 'goodness': 48, 'brauche': 0, 'helllooooo': 6, 'nqfcjrporlosqxjwyedohhfjnyqr': 0, 'quotspidereequot': 0, 'himsel': 1, 'xmpalbuk': 0, 'interestedwhile': 0, 'wsorweodklslaslltjrfikuyr': 0, 'ususal': 3, 'veeeery': 1, 'zzlizv': 0, 'percent': 7, 'oprah': 0, 'sbelpsp': 0, 'illinois': 0, 'eqlpicf': 0, 'book': 447, 'bool': 2, 'forwardign': 2, 'branch': 15, 'ewaaaepyjvcmdcbxbjkidkumaaaqaaaaabpvqeaaaaqaaaaaalzcibqaaaaaclh': 0, 'sice': 1, 'rpjudhjlfyituvxbwlxamt': 0, 'royalties': 0, 'impromime': 1, 'danos': 0, 'withstood': 1, 'illegally': 1, 'dsibfzxqw': 0, 'lhwwhieu': 0, 'zlnp': 0, 'jahresh': 0, 'cavvklvl': 0, 'june': 191, 'jund': 0, 'jung': 0, 'contendo': 0, 'medications': 0, 'sandwhich': 1, 'merchantability': 14, 'yoepto': 0, 'cndw': 0, 'dhos': 0, 'echte': 0, 'qiccwwaadlp': 0, 'earpiercing': 0, 'gan': 18, 'rotting': 1, 'mosaics': 0, 'nonsensitive': 9, 'bufferlowest': 2, 'udiqjt': 0, 'northerly': 2, 'cfd': 0, 'wolverhapton': 1, 'elzfhekvgv': 0, 'egistry': 1, 'vttq': 0, 'pdovs': 0, 'expands': 6, 'ehhcarob': 0, 'gaj': 0}
Beginning tests.
Testing spam emails.
Test email 1
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 1 257/78082 features true -1229.814 -1149.145 ham wrong
Test email 2
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7987866232616685e-257 2.3632805748359704e-242
probs= 1.4150994070150365e-257 5.040956682924187e-243
TEST 2 142/78082 features true -591.417 -557.911 ham wrong
Test email 3
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.013994976309643e-90 6.353472834682929e-112
probs= 2.371099744998289e-90 1.3552170523804668e-112
TEST 3 55/78082 features true -206.369 -257.586 spam right
Test email 4
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.257878488754099e-23 3.125440593087849e-57
probs= 4.136355382775541e-23 6.666669549341283e-58
TEST 4 0/78082 features true -51.540 -131.653 spam right
Test email 5
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 5 859/78082 features true -4158.445 -3698.980 ham wrong
Test email 6
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.734149307384055e-80 1.6758310126526628e-98
probs= 5.297732687354794e-80 3.574603723584276e-99
TEST 6 43/78082 features true -182.540 -226.682 spam right
Test email 7
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4613384174323822e-32 1.1451274073184182e-63
probs= 1.9363266826257784e-32 2.4425951443036278e-64
TEST 7 10/78082 features true -73.022 -146.472 spam right
Test email 8
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.257878488754099e-23 3.125440593087849e-57
probs= 4.136355382775541e-23 6.666669549341283e-58
TEST 8 0/78082 features true -51.540 -131.653 spam right
Test email 9
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.0516293643592264e-37 7.820234414438241e-73
probs= 2.4007065919270096e-37 1.6680822139043866e-73
TEST 9 14/78082 features true -84.320 -167.577 spam right
Test email 10
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.333924750418813e-160 1.179216162955235e-191
probs= 2.6227874258903217e-160 2.5153076027267706e-192
TEST 10 105/78082 features true -367.449 -441.174 spam right
Test email 11
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.484799369219195e-67 1.4027205329206101e-94
probs= 2.7414799827711954e-67 2.9920499156948012e-95
TEST 11 43/78082 features true -153.265 -217.650 spam right
Test email 12
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.096849168522214e-31 1.159644404348149e-60
probs= 6.369764100363343e-31 2.473560385575537e-61
TEST 12 11/78082 features true -69.529 -139.552 spam right
Test email 13
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.463383148427219e-229 3.851665463613733e-250
probs= 1.9379352656455097e-229 8.215731541118244e-251
TEST 13 142/78082 features true -526.630 -575.843 spam right
Test email 14
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 14 240/78082 features true -1151.781 -1140.626 ham wrong
Test email 15
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0852180777248699e-97 1.5800578970101466e-119
probs= 8.537374241119565e-98 3.3703164576187774e-120
TEST 15 59/78082 features true -223.509 -275.095 spam right
Test email 16
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.142770681261679e-85 2.3092448115702053e-106
probs= 7.192587048522758e-85 4.925696588607889e-107
TEST 16 55/78082 features true -193.747 -244.782 spam right
Test email 17
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.9993016179868675e-150 5.178470213096253e-178
probs= 1.572843881242192e-150 1.1045850546054288e-178
TEST 17 92/78082 features true -344.935 -409.761 spam right
Test email 18
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.089229593888834e-196 2.935767925511326e-236
probs= 8.568932704316068e-197 6.262091391602102e-237
TEST 18 113/78082 features true -451.461 -543.878 spam right
Test email 19
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.154732910664116e-30 5.556184923403363e-61
probs= 3.2685144542190536e-30 1.1851528684077978e-61
TEST 19 9/78082 features true -67.893 -140.288 spam right
Test email 20
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4907663017066446e-275 6.593851216071424e-252
probs= 1.1727808525270492e-275 1.4064905668752464e-252
TEST 20 134/78082 features true -633.052 -579.910 ham wrong
Test email 21
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.3191726853520333e-93 6.6437512935729286e-105
probs= 2.6111820257509802e-93 1.4171344206706048e-105
TEST 21 43/78082 features true -213.181 -241.423 spam right
Test email 22
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.444359729352477e-173 3.071168880379465e-199
probs= 2.7096662536410952e-173 6.55090616695489e-200
TEST 22 106/78082 features true -397.350 -458.637 spam right
Test email 23
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.7295930369840596e-107 2.1286438165540132e-126
probs= 3.720754988672708e-107 4.540468612520954e-127
TEST 23 60/78082 features true -245.063 -290.915 spam right
Test email 24
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.8004162145765516e-204 7.322119442263409e-248
probs= 2.9897746970710476e-204 1.5618326206658183e-248
TEST 24 132/78082 features true -468.632 -570.595 spam right
Test email 25
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.341786801807287e-79 1.0259008331579827e-93
probs= 1.8422758273486812e-79 2.188280865163108e-94
TEST 25 52/78082 features true -181.293 -215.660 spam right
Test email 26
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0509412205984616e-85 7.938082122170705e-113
probs= 8.267719355061056e-86 1.6932195249874132e-113
TEST 26 56/78082 features true -195.910 -259.665 spam right
Test email 27
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.77902921763138e-103 2.651752266630987e-122
probs= 2.186252970247685e-103 5.656276471049415e-123
TEST 27 56/78082 features true -236.384 -281.485 spam right
Test email 28
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.742951640619198e-144 4.259818487311995e-153
probs= 1.3711742133282026e-144 9.086335621892812e-154
TEST 28 88/78082 features true -331.257 -352.391 spam right
Test email 29
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.824356527818396e-202 6.023365672089685e-221
probs= 1.4352151652198897e-202 1.2848040880852286e-221
TEST 29 114/78082 features true -464.761 -508.621 spam right
Test email 30
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5829686660625183e-28 1.029120992785365e-62
probs= 1.245316143504917e-28 2.1951495735875668e-63
TEST 30 3/78082 features true -64.253 -144.277 spam right
Test email 31
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.903527535950816e-223 5.908670242785043e-240
probs= 1.4974987319376707e-223 1.2603391685572447e-240
TEST 31 142/78082 features true -513.073 -552.389 spam right
Test email 32
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.078125995833621e-65 6.75036097230207e-90
probs= 1.6348547550761384e-65 1.4398746224975234e-90
TEST 32 35/78082 features true -149.176 -206.868 spam right
Test email 33
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.796425081673013e-227 7.241904942744332e-244
probs= 2.9866348861940495e-227 1.5447225990406386e-244
TEST 33 143/78082 features true -521.593 -561.396 spam right
Test email 34
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.844649339289468e-91 1.5251599513295594e-121
probs= 4.597966044044907e-91 3.253217299311443e-122
TEST 34 59/78082 features true -208.010 -279.736 spam right
Test email 35
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4098098052624476e-118 1.3776795616036117e-134
probs= 1.1090926481393223e-118 2.938636684506161e-135
TEST 35 78/78082 features true -271.601 -309.771 spam right
Test email 36
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4647281674302065e-110 3.2536527704843236e-115
probs= 1.1522967395711985e-110 6.940150421380304e-116
TEST 36 64/78082 features true -253.143 -265.163 spam right
Test email 37
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 37 465/78082 features true -1913.034 -1785.672 ham wrong
Test email 38
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.112873147335472e-88 8.866794943125252e-116
probs= 7.169066758799082e-88 1.8913170827280186e-116
TEST 38 58/78082 features true -200.658 -266.463 spam right
Test email 39
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.112873147335472e-88 8.866794943125252e-116
probs= 7.169066758799082e-88 1.8913170827280186e-116
TEST 39 58/78082 features true -200.658 -266.463 spam right
Test email 40
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.977824800795909e-124 8.633701756900157e-165
probs= 1.5559481411480237e-124 1.8415975247814536e-165
TEST 40 73/78082 features true -285.078 -379.316 spam right
Test email 41
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.909913402137449e-141 1.2421853421819e-153
probs= 7.7960956555852e-141 2.6496229727343876e-154
TEST 41 83/78082 features true -322.611 -353.624 spam right
Test email 42
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.909913402137449e-141 1.2421853421819e-153
probs= 7.7960956555852e-141 2.6496229727343876e-154
TEST 42 83/78082 features true -322.611 -353.624 spam right
Test email 43
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 43 1052/78082 features true -6018.618 -5214.979 ham wrong
Test email 44
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.01800992811352e-279 1.302897603437435e-281
probs= 3.160954942139821e-279 2.7791242610580438e-282
TEST 44 152/78082 features true -641.270 -648.307 spam right
Test email 45
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.876716503390485e-98 3.219810100669106e-129
probs= 3.0497998785235824e-98 6.8679628722633905e-130
TEST 45 54/78082 features true -224.538 -297.409 spam right
Test email 46
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.741471758869884e-178 2.3373123008367873e-196
probs= 2.1567066433320366e-178 4.9855654840314044e-197
TEST 46 105/78082 features true -409.092 -452.003 spam right
Test email 47
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6243653970738886e-104 1.0306704452364352e-119
probs= 2.0645794610458392e-104 2.1984546076031055e-120
TEST 47 62/78082 features true -238.744 -275.522 spam right
Test email 48
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 48 374/78082 features true -1918.757 -1711.663 ham wrong
Test email 49
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 49 375/78082 features true -1924.989 -1717.835 ham wrong
Test email 50
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.226219394126611e-72 2.604514740686926e-103
probs= 6.471539223199328e-72 5.555517244816174e-104
TEST 50 45/78082 features true -163.919 -237.754 spam right
Test email 51
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.7791762451828933e-102 4.017154264132975e-134
probs= 2.1863686363296267e-102 8.568724699784764e-135
TEST 51 66/78082 features true -234.081 -308.701 spam right
Test email 52
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.116835234802739e-88 1.7192972511492804e-114
probs= 6.385487071713247e-88 3.6673186672791477e-115
TEST 52 57/78082 features true -200.773 -263.498 spam right
Test email 53
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.567091680966172e-127 6.058085152273916e-168
probs= 7.52639895667286e-127 1.292209869587685e-168
TEST 53 70/78082 features true -290.410 -386.578 spam right
Test email 54
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 54 200/78082 features true -885.438 -817.229 ham wrong
Test email 55
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4875479755779843e-79 4.622199627754657e-101
probs= 1.1702490061494115e-79 9.859306741416746e-102
TEST 55 50/78082 features true -181.747 -232.575 spam right
Test email 56
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.586894893056503e-94 1.9245252240113612e-113
probs= 2.0351015411359114e-94 4.10507681260385e-114
TEST 56 53/78082 features true -215.732 -261.082 spam right
Test email 57
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.7830329471737685e-85 2.003155621774165e-104
probs= 2.9760993388737215e-85 4.272798086710672e-105
TEST 57 48/78082 features true -194.629 -240.319 spam right
Test email 58
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.3466571957353526e-169 4.7253344706611836e-175
probs= 2.632803997941884e-169 1.0079296818400338e-175
TEST 58 98/78082 features true -388.169 -402.944 spam right
Test email 59
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.509214631308591e-193 9.034028696744125e-221
probs= 5.120777331663779e-193 1.926988602939878e-221
TEST 59 127/78082 features true -442.766 -508.215 spam right
Test email 60
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4286158193120604e-126 1.0581813649834686e-168
probs= 1.9105839243701636e-126 2.2571363215852997e-169
TEST 60 74/78082 features true -289.478 -388.323 spam right
Test email 61
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 61 747/78082 features true -3306.379 -3205.143 ham wrong
Test email 62
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.990665897551422e-155 2.6519714714190385e-169
probs= 6.286230077015301e-155 5.656744042210039e-170
TEST 62 91/78082 features true -355.062 -389.707 spam right
Test email 63
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5738556475065396e-126 9.70820307307105e-148
probs= 2.0248436103691045e-126 2.070792257232485e-148
TEST 63 74/78082 features true -289.420 -340.055 spam right
Test email 64
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.193634199902641e-133 5.88631442169225e-157
probs= 2.512421320051003e-133 1.2555705969817857e-157
TEST 64 91/78082 features true -305.323 -361.278 spam right
Test email 65
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3208181130518028e-279 4.9615604586597974e-262
probs= 1.039083182175983e-279 1.0583174769059934e-262
TEST 65 152/78082 features true -642.383 -603.221 ham wrong
Test email 66
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 66 210/78082 features true -886.538 -928.091 spam right
Test email 67
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.547900212571723e-32 3.5502704789764836e-64
probs= 3.5778178527390576e-32 7.572845936173757e-65
TEST 67 7/78082 features true -72.408 -147.643 spam right
Test email 68
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.721325913011974e-157 9.999174371262176e-198
probs= 2.9275546219396613e-157 2.13285741046794e-198
TEST 68 102/78082 features true -360.432 -455.154 spam right
Test email 69
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.467742433861054e-178 5.6324011827534476e-176
probs= 1.1546680528685717e-178 1.2014100520028925e-176
TEST 69 105/78082 features true -409.716 -405.071 ham wrong
Test email 70
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.151447008360961e-145 5.059785267145007e-161
probs= 3.265929445891455e-145 1.0792691578039262e-161
TEST 70 97/78082 features true -332.691 -370.640 spam right
Test email 71
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.7386846736773428e-27 1.4069191954612387e-56
probs= 2.154514052753331e-27 3.001005803632481e-57
TEST 71 6/78082 features true -61.402 -130.148 spam right
Test email 72
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.516558306397753e-157 1.4705941616001852e-171
probs= 1.1930713361631439e-157 3.136826640781862e-172
TEST 72 92/78082 features true -361.329 -394.901 spam right
Test email 73
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6091386239542242e-154 1.7358477758828813e-192
probs= 2.052600609672507e-154 3.702621491306946e-193
TEST 73 100/78082 features true -353.879 -443.090 spam right
Test email 74
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 74 1513/78082 features true -10401.341 -10205.535 ham wrong
Test email 75
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.721325913011974e-157 9.999174371262176e-198
probs= 2.9275546219396613e-157 2.13285741046794e-198
TEST 75 102/78082 features true -360.432 -455.154 spam right
Test email 76
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.352565276274067e-104 6.907159122162154e-116
probs= 4.210845161128853e-104 1.4733201934476506e-116
TEST 76 65/78082 features true -238.031 -266.712 spam right
Test email 77
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4335054229609004e-57 2.8147602699359617e-78
probs= 1.9144305591708303e-57 6.003978006101964e-79
TEST 77 26/78082 features true -130.598 -180.112 spam right
Test email 78
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.926666872338165e-151 5.193197422049515e-168
probs= 5.4491856103882943e-151 1.107726417640536e-168
TEST 78 97/78082 features true -345.995 -386.732 spam right
Test email 79
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.537081143717175e-35 1.3121982644330402e-69
probs= 1.2092165834901e-35 2.7989628827183866e-70
TEST 79 16/78082 features true -80.401 -160.152 spam right
Test email 80
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.731410921206397e-124 1.5046691537382232e-146
probs= 5.295578408127859e-124 3.209509741200759e-147
TEST 80 89/78082 features true -283.854 -337.314 spam right
Test email 81
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.224576990360534e-33 5.88496040392754e-68
probs= 2.536763909584473e-33 1.2552817804539264e-68
TEST 81 5/78082 features true -75.054 -156.348 spam right
Test email 82
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.327985774282221e-95 5.397372460933946e-114
probs= 5.7649018453329363e-95 1.1512776378261552e-114
TEST 82 61/78082 features true -216.994 -262.354 spam right
Test email 83
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3917007586007356e-48 1.1425536944988857e-79
probs= 1.0948463218317977e-48 2.4371053285891097e-80
TEST 83 24/78082 features true -110.433 -183.316 spam right
Test email 84
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4030973054777098e-143 7.08304964719015e-158
probs= 1.1038119470588646e-143 1.5108382320184395e-158
TEST 84 93/78082 features true -329.171 -363.396 spam right
Test email 85
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1355659255601896e-199 6.575932962489769e-224
probs= 8.933459072387959e-200 1.402668543324571e-224
TEST 85 127/78082 features true -458.327 -515.441 spam right
Test email 86
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.20914315939567e-34 7.304620338541496e-68
probs= 3.3113188145138556e-34 1.5581000031852094e-68
TEST 86 7/78082 features true -77.091 -156.132 spam right
Test email 87
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.450121053634419e-86 4.282941766770537e-121
probs= 2.7141986681418292e-86 9.135658352066632e-122
TEST 87 49/78082 features true -197.024 -278.703 spam right
Test email 88
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.327985774282221e-95 5.397372460933946e-114
probs= 5.7649018453329363e-95 1.1512776378261552e-114
TEST 88 61/78082 features true -216.994 -262.354 spam right
Test email 89
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.992413376470009e-192 5.808006890853244e-209
probs= 3.9275148687765944e-192 1.2388673381681942e-209
TEST 89 118/78082 features true -440.728 -481.026 spam right
Test email 90
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.51115204425392e-115 3.326330812354701e-144
probs= 1.1888182478562974e-115 7.095175120846534e-145
TEST 90 69/78082 features true -264.624 -331.915 spam right
Test email 91
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.119815068756599e-208 3.96930136614874e-201
probs= 2.454348057018997e-208 8.466652864362657e-202
TEST 91 123/78082 features true -478.040 -462.986 ham wrong
Test email 92
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.3466571957353526e-169 4.7253344706611836e-175
probs= 2.632803997941884e-169 1.0079296818400338e-175
TEST 92 98/78082 features true -388.169 -402.944 spam right
Test email 93
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 93 477/78082 features true -2595.760 -2204.836 ham wrong
Test email 94
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.230628250091762e-198 2.9078294927156106e-223
probs= 9.681311193003435e-199 6.202497777956897e-224
TEST 94 126/78082 features true -455.944 -513.954 spam right
Test email 95
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.7735594889358446e-70 1.0115258935030487e-88
probs= 4.54203989706379e-70 2.1576186370333814e-89
TEST 95 41/78082 features true -159.668 -204.161 spam right
Test email 96
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5613492860269992e-170 3.706379054689768e-180
probs= 2.01500489771428e-170 7.905830760905488e-181
TEST 96 105/78082 features true -390.739 -414.700 spam right
Test email 97
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.303414522952531e-167 8.75078325243132e-208
probs= 1.8120884841969293e-167 1.8665714002336115e-208
TEST 97 104/78082 features true -383.937 -478.314 spam right
Test email 98
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5679617e-316 1.32e-321
probs= 1.23351023e-316 2.8e-322
TEST 98 189/78082 features true -727.407 -740.421 spam right
Test email 99
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.043375642664443e-66 2.439357398104187e-92
probs= 4.754303360782507e-66 5.203231097038633e-93
TEST 99 37/78082 features true -150.412 -212.491 spam right
Test email 100
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.659083476522715e-53 1.3029779773740098e-78
probs= 6.812071945866638e-53 2.7792957013588795e-79
TEST 100 23/78082 features true -120.118 -180.882 spam right
Test email 101
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 101 477/78082 features true -1993.443 -1854.348 ham wrong
Test email 102
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0975182211875978e-154 1.0592295046843605e-194
probs= 8.63413905744194e-155 2.2593720387007823e-195
TEST 102 100/78082 features true -354.745 -448.189 spam right
Test email 103
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.710295273440674e-28 1.163363977569687e-59
probs= 1.345483558732495e-28 2.4814943599365964e-60
TEST 103 6/78082 features true -64.176 -137.246 spam right
Test email 104
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.139633679031908e-118 4.501773161065024e-129
probs= 8.9654599525995e-119 9.602433051291236e-130
TEST 104 78/78082 features true -271.814 -297.074 spam right
Test email 105
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.04677800525316e-79 1.1890531988125059e-104
probs= 5.543676636041862e-79 2.5362903299462488e-105
TEST 105 52/78082 features true -180.192 -240.841 spam right
Test email 106
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.167261531423429e-162 6.06883994673495e-200
probs= 3.2783706781746625e-162 1.2945039032961282e-200
TEST 106 104/78082 features true -371.831 -460.259 spam right
Test email 107
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5371800415199509e-30 7.200442410926624e-60
probs= 1.2092943860600399e-30 1.5358785020221564e-60
TEST 107 5/78082 features true -68.888 -137.726 spam right
Test email 108
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1607659440885015e-179 1.663700222425781e-198
probs= 9.131706773449467e-180 3.5487283414081267e-199
TEST 108 115/78082 features true -412.254 -456.948 spam right
Test email 109
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0293736208910766e-57 4.416686359715635e-81
probs= 8.098047771105661e-58 9.42094005191658e-82
TEST 109 38/78082 features true -131.458 -186.569 spam right
Test email 110
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0961696418713447e-138 3.997101613955301e-164
probs= 8.623529829165146e-139 8.525951724794055e-165
TEST 110 100/78082 features true -317.905 -377.783 spam right
Test email 111
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.197261210611614e-162 6.382520608819223e-168
probs= 1.7285780292025895e-162 1.3614130399714275e-168
TEST 111 110/78082 features true -372.471 -386.526 spam right
Test email 112
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4542921218075383e-43 4.89264752738919e-75
probs= 1.9307833854767874e-43 1.0436181176708939e-75
TEST 112 22/78082 features true -98.353 -172.651 spam right
Test email 113
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 113 238/78082 features true -1142.992 -1132.992 ham wrong
Test email 114
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0293736208910766e-57 4.416686359715635e-81
probs= 8.098047771105661e-58 9.42094005191658e-82
TEST 114 38/78082 features true -131.458 -186.569 spam right
Test email 115
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6364002148186597e-64 5.791586650996073e-92
probs= 2.0740472118251277e-64 1.23536484596627e-92
TEST 115 35/78082 features true -146.636 -211.626 spam right
Test email 116
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.257878488754099e-23 3.125440593087849e-57
probs= 4.136355382775541e-23 6.666669549341283e-58
TEST 116 0/78082 features true -51.540 -131.653 spam right
Test email 117
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6877558436293074e-160 3.256752699334798e-200
probs= 2.1144485128671916e-160 6.946762673527502e-201
TEST 117 102/78082 features true -367.665 -460.881 spam right
Test email 118
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.756562793229739e-156 6.66416374576719e-196
probs= 1.3818820614625423e-156 1.4214884651458646e-196
TEST 118 101/78082 features true -358.880 -450.955 spam right
Test email 119
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.215423412366335e-99 4.967509841591138e-131
probs= 4.102956116490046e-99 1.059586500227488e-131
TEST 119 55/78082 features true -226.544 -301.581 spam right
Test email 120
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.9851690976730585e-193 1.8038436775421184e-192
probs= 1.5617258748833077e-193 3.847659028758197e-193
TEST 120 110/78082 features true -443.953 -443.051 ham wrong
Test email 121
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 121 192/78082 features true -864.195 -798.081 ham wrong
Test email 122
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.539877931417864e-85 2.8785956659425877e-118
probs= 1.9981134550149217e-85 6.140141045536691e-119
TEST 122 49/78082 features true -195.028 -272.193 spam right
Test email 123
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 123 291/78082 features true -1339.658 -1220.067 ham wrong
Test email 124
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.740859823388496e-88 8.282422614355966e-112
probs= 2.156225235740027e-88 1.7666685061945292e-112
TEST 124 57/78082 features true -201.859 -257.320 spam right
Test email 125
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 125 251/78082 features true -1442.227 -1485.827 spam right
Test email 126
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.4106364546932e-81 7.961808086757889e-108
probs= 5.043226210552973e-81 1.6982803527629257e-108
TEST 126 52/78082 features true -184.891 -248.150 spam right
Test email 127
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.9828938424919605e-29 4.868565395312684e-63
probs= 2.346632587274437e-29 1.0384813181760413e-63
TEST 127 5/78082 features true -65.922 -145.025 spam right
Test email 128
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1438954682247843e-78 1.2362942456400745e-107
probs= 8.998987305325344e-79 2.6370570663420296e-108
TEST 128 52/78082 features true -179.707 -247.710 spam right
Test email 129
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 129 234/78082 features true -1088.236 -1066.117 ham wrong
Test email 130
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.714329293965182e-294 3.5e-323
probs= 6.855533645265502e-294 5e-324
TEST 130 161/78082 features true -675.035 -744.277 spam right
Test email 131
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4185179762172317e-49 3.193847043124221e-75
probs= 1.9026399850552757e-49 6.812582800242481e-76
TEST 131 20/78082 features true -112.183 -173.078 spam right
Test email 132
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 132 237/78082 features true -1137.278 -1127.704 ham wrong
Test email 133
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.2996930275014804e-257 2.5527080783298683e-280
probs= 2.5958574442154616e-257 5.445011897457267e-281
TEST 133 144/78082 features true -590.810 -645.332 spam right
Test email 134
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3722049694971691e-28 4.274696312814734e-62
probs= 1.0795090498936054e-28 9.118070522392563e-63
TEST 134 3/78082 features true -64.396 -142.853 spam right
Test email 135
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6877558436293074e-160 3.256752699334798e-200
probs= 2.1144485128671916e-160 6.946762673527502e-201
TEST 135 102/78082 features true -367.665 -460.881 spam right
Test email 136
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.428601630412126e-118 1.2781944110260843e-139
probs= 1.910572762010146e-118 2.726431523597447e-140
TEST 136 77/78082 features true -271.058 -321.359 spam right
Test email 137
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.867740668871156e-87 7.159506260480083e-106
probs= 2.2560419715786056e-87 1.5271466839145666e-106
TEST 137 53/78082 features true -199.511 -243.651 spam right
Test email 138
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.505616721800324e-23 3.7039018415876995e-56
probs= 2.7578569242673265e-23 7.900546782322975e-57
TEST 138 2/78082 features true -51.945 -129.180 spam right
Test email 139
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.357715174384797e-190 6.936518355854844e-174
probs= 4.2148965687101863e-190 1.4795826164059984e-174
TEST 139 122/78082 features true -436.053 -400.258 ham wrong
Test email 140
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 140 230/78082 features true -1088.560 -970.688 ham wrong
Test email 141
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3902346629228545e-157 9.298559982682084e-166
probs= 1.0936929492763387e-157 1.9834140129352203e-166
TEST 141 82/78082 features true -361.416 -381.544 spam right
Test email 142
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.871579778023873e-270 2.0045666726651443e-275
probs= 3.0457588338958924e-270 4.2758079055593384e-276
TEST 142 160/78082 features true -620.584 -634.061 spam right
Test email 143
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.6563336940309812e-163 5.819280192231516e-185
probs= 1.3030321650892685e-163 1.2412719711401115e-185
TEST 143 94/78082 features true -375.057 -425.762 spam right
Test email 144
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3726147274942747e-153 1.4920328839371937e-195
probs= 1.0798314051364257e-153 3.1825561541493556e-196
TEST 144 101/78082 features true -352.219 -450.149 spam right
Test email 145
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.312961883469365e-55 2.3909708398431646e-78
probs= 5.753082600790312e-55 5.100020946357929e-79
TEST 145 30/78082 features true -124.892 -180.275 spam right
Test email 146
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.188583801940133e-55 1.9472963958511532e-80
probs= 2.508448188902754e-55 4.1536484854242817e-81
TEST 146 33/78082 features true -125.723 -185.085 spam right
Test email 147
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.34237378207516e-189 1.2210666772614254e-220
probs= 2.6294342507733468e-189 2.604576152564636e-221
TEST 147 111/78082 features true -434.222 -507.914 spam right
Test email 148
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 148 294/78082 features true -1444.998 -1312.333 ham wrong
Test email 149
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0950155413972707e-29 3.8365397409536856e-61
probs= 1.6481417039575665e-29 8.18346786767248e-62
TEST 149 4/78082 features true -66.275 -140.658 spam right
Test email 150
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.359293141676357e-115 2.4082164758527454e-139
probs= 2.642744654258177e-115 5.136806466037414e-140
TEST 150 75/78082 features true -263.825 -320.725 spam right
Test email 151
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.385330276391304e-63 1.8602743911155002e-94
probs= 5.810014572924269e-63 3.968027632359005e-95
TEST 151 31/78082 features true -143.303 -217.367 spam right
Test email 152
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.3854465863572107e-161 1.5447763541524717e-202
probs= 2.663319481522663e-161 3.2950597440715013e-203
TEST 152 104/78082 features true -369.737 -466.232 spam right
Test email 153
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.2430034020039293e-170 1.3147988670689251e-186
probs= 2.5512599058592856e-170 2.8045100553125267e-187
TEST 153 99/78082 features true -390.503 -429.552 spam right
Test email 154
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 154 310/78082 features true -1840.219 -1865.993 spam right
Test email 155
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.829404008521559e-38 4.7953372595817104e-67
probs= 3.7992759454164267e-38 1.0228615113650471e-67
TEST 155 12/78082 features true -86.163 -154.251 spam right
Test email 156
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.357534149945284e-117 2.1672171877458854e-157
probs= 2.641360861359455e-117 4.622746906246649e-158
TEST 156 71/78082 features true -268.431 -362.277 spam right
Test email 157
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.537172006471192e-36 4.775342377857838e-68
probs= 5.142771304991508e-36 1.0185965360708112e-68
TEST 157 11/78082 features true -81.255 -156.557 spam right
Test email 158
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 158 318/78082 features true -1593.873 -1567.785 ham wrong
Test email 159
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.279434797429126e-23 7.535731759323671e-56
probs= 3.366617010538293e-23 1.6073968439199525e-56
TEST 159 2/78082 features true -51.746 -128.470 spam right
Test email 160
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.990618035246636e-156 2.2354178588662354e-153
probs= 4.712799127869601e-156 4.768221223822295e-154
TEST 160 99/78082 features true -357.653 -353.036 ham wrong
Test email 161
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1770717999975744e-91 1.2119970283758502e-110
probs= 1.7126950875471166e-91 2.5852302874784778e-111
TEST 161 54/78082 features true -208.997 -254.637 spam right
Test email 162
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.144967539345392e-156 5.125362963886057e-197
probs= 1.6874387733050296e-156 1.0932571003342166e-197
TEST 162 102/78082 features true -358.680 -453.520 spam right
Test email 163
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.2643230202720684e-138 2.8201009230944114e-180
probs= 2.5680319780878e-138 6.015369798306805e-181
TEST 163 84/78082 features true -316.814 -414.974 spam right
Test email 164
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.479118868093756e-135 2.452804095481095e-138
probs= 2.7370111515767644e-135 5.231913353274793e-139
TEST 164 88/78082 features true -309.842 -318.405 spam right
Test email 165
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.737817311630302e-112 1.715206291604863e-152
probs= 2.153831701938308e-112 3.658592513442575e-153
TEST 165 67/78082 features true -257.122 -350.998 spam right
Test email 166
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.7935465483039255e-61 7.449646516094191e-86
probs= 4.557763649672345e-61 1.5890345729827017e-86
TEST 166 35/78082 features true -138.941 -197.559 spam right
Test email 167
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 167 218/78082 features true -1017.727 -993.779 ham wrong
Test email 168
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.0327595073199275e-162 1.1968016810520397e-186
probs= 2.385861738645662e-162 2.5528181022910993e-187
TEST 168 111/78082 features true -372.149 -429.646 spam right
Test email 169
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.945629110047029e-192 1.0952685502096011e-226
probs= 4.677406491217252e-192 2.3362445308293484e-227
TEST 169 111/78082 features true -440.554 -521.838 spam right
Test email 170
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.298392212768112e-85 9.637336092201156e-108
probs= 3.3815307456405103e-85 2.0556760926679136e-108
TEST 170 58/78082 features true -194.501 -247.959 spam right
Test email 171
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0512111215725775e-82 1.2053657435401473e-102
probs= 8.269842656977386e-83 2.571085534644282e-103
TEST 171 25/78082 features true -189.002 -236.222 spam right
Test email 172
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.17190401129595e-36 2.483461451772114e-66
probs= 9.219329574824176e-37 5.297306521873373e-67
TEST 172 10/78082 features true -82.974 -152.606 spam right
Test email 173
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.565216427795263e-158 2.751751360223412e-197
probs= 2.018047165180774e-158 5.869577889636196e-198
TEST 173 103/78082 features true -363.106 -454.142 spam right
Test email 174
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.375846127918869e-31 1.6171166211438548e-64
probs= 1.0823735370188498e-31 3.4493639583986736e-65
TEST 174 4/78082 features true -71.301 -148.430 spam right
Test email 175
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.439330393278947e-114 5.6646722888138045e-133
probs= 5.8524962838722215e-114 1.2082935870978146e-133
TEST 175 57/78082 features true -260.728 -306.055 spam right
Test email 176
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.66670225892864e-120 3.7117297726721865e-122
probs= 5.244672320416381e-120 7.917244021717225e-123
TEST 176 78/78082 features true -274.653 -281.149 spam right
Test email 177
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.542371891987735e-159 8.62446155587803e-197
probs= 5.146862037497437e-159 1.8396265589304233e-197
TEST 177 101/78082 features true -364.473 -453.000 spam right
Test email 178
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.427013617058479e-252 2.731580796898431e-242
probs= 1.9093234772278284e-252 5.826553401949851e-243
TEST 178 130/78082 features true -579.605 -557.766 ham wrong
Test email 179
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.343337879594841e-218 1.6691176193890447e-239
probs= 1.0567994070294823e-218 3.5602838307210756e-240
TEST 179 113/78082 features true -501.908 -551.351 spam right
Test email 180
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.953459503382035e-106 1.6073819681138294e-126
probs= 6.256959931437501e-106 3.4285996171815666e-127
TEST 180 61/78082 features true -242.240 -291.196 spam right
Test email 181
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0720929405049777e-79 2.1255295469780315e-94
probs= 8.43411922656324e-80 4.53382577112555e-95
TEST 181 45/78082 features true -182.075 -217.234 spam right
Test email 182
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.264899021797139e-94 4.280038961629947e-109
probs= 4.928575060603261e-94 9.129466571400174e-110
TEST 182 60/78082 features true -214.848 -251.073 spam right
Test email 183
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.296613729988469e-125 2.5809667229929122e-135
probs= 2.5934349711837333e-125 5.505288533748935e-136
TEST 183 65/78082 features true -286.870 -311.446 spam right
Test email 184
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.811382413926611e-35 3.324810287094062e-67
probs= 2.998401769341209e-35 7.091931789497818e-68
TEST 184 8/78082 features true -79.492 -154.617 spam right
Test email 185
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1057364890057592e-103 2.465349213753454e-125
probs= 8.698791894892351e-104 5.258672511060157e-126
TEST 185 60/78082 features true -237.306 -288.466 spam right
Test email 186
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.3308201553015467e-161 9.843658393603875e-198
probs= 2.6203450513181232e-161 2.0996853311462745e-198
TEST 186 103/78082 features true -369.753 -455.170 spam right
Test email 187
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0099277068605601e-171 3.2301728570366475e-193
probs= 7.945067417251617e-172 6.890066978953347e-194
TEST 187 103/78082 features true -393.972 -444.771 spam right
Test email 188
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.211182347971024e-26 1.3420502273396325e-57
probs= 4.0996196853462373e-26 2.862638120231324e-58
TEST 188 3/78082 features true -58.456 -132.498 spam right
Test email 189
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.3989138624675336e-158 2.0586601185641392e-182
probs= 2.6739141424965526e-158 4.391191038865829e-183
TEST 189 89/78082 features true -362.825 -419.893 spam right
Test email 190
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.801e-318 0.0
probs= 2.20354e-318 0.0
TEST 190 143/78082 features true -731.432 -801.729 spam right
Test email 191
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.762296823152114e-145 1.2061609377850046e-172
probs= 6.1065728916749676e-145 2.5727817106233506e-173
TEST 191 79/78082 features true -332.065 -397.402 spam right
Test email 192
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.8628023166853947e-79 1.2009692803623535e-111
probs= 2.2521569864673472e-79 2.5617077313172826e-112
TEST 192 45/78082 features true -181.092 -256.949 spam right
Test email 193
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.531483968685593e-59 3.312111512383031e-79
probs= 4.351599896716314e-59 7.064844877378227e-80
TEST 193 32/78082 features true -134.382 -182.252 spam right
Test email 194
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.3892282464419156e-63 7.274922354617715e-95
probs= 1.8795978528197551e-63 1.5517653236670845e-95
TEST 194 32/78082 features true -144.432 -218.306 spam right
Test email 195
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.515664341723656e-39 1.0734649241148261e-68
probs= 4.3391546492125023e-39 2.2897366655150215e-69
TEST 195 15/78082 features true -88.333 -158.050 spam right
Test email 196
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.5761482456680505e-73 8.650352830299504e-105
probs= 2.81334383767349e-73 1.8451492545516746e-105
TEST 196 38/78082 features true -167.054 -241.159 spam right
Test email 197
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5184109508575545e-154 2.76194193851996e-205
probs= 1.194528805349634e-154 5.891314734729339e-206
TEST 197 94/78082 features true -354.420 -472.559 spam right
Test email 198
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.766198393763137e-143 2.483830016002603e-166
probs= 4.536248948165697e-143 5.2980926817312225e-167
TEST 198 81/78082 features true -327.758 -382.864 spam right
Test email 199
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.452946105471664e-154 2.8651165293452665e-177
probs= 2.7164211269526597e-154 6.111389595356033e-178
TEST 199 101/78082 features true -353.599 -408.050 spam right
Test email 200
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.754861673251482e-51 4.7754693070357944e-76
probs= 6.100723684170648e-51 1.0186236104899338e-76
TEST 200 25/78082 features true -115.623 -174.978 spam right
Test email 201
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.661137174306416e-121 4.0404322271887154e-173
probs= 1.3068110469207616e-121 8.618377375256377e-174
TEST 201 70/78082 features true -278.345 -398.496 spam right
Test email 202
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.034658627136595e-169 2.383057907407264e-209
probs= 2.3873557698396142e-169 5.0831423962318825e-210
TEST 202 108/78082 features true -388.267 -481.917 spam right
Test email 203
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.186804800346776e-31 3.0840436669388006e-65
probs= 2.507048654312446e-31 6.578368518246806e-66
TEST 203 6/78082 features true -70.461 -150.087 spam right
Test email 204
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.400001547072718e-121 5.817361123656526e-174
probs= 5.821556412391464e-121 1.240862627380378e-174
TEST 204 65/78082 features true -276.851 -400.434 spam right
Test email 205
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.700514568068959e-122 2.7813672619018297e-174
probs= 5.271272350678734e-122 5.932749600636701e-175
TEST 205 70/78082 features true -279.253 -401.172 spam right
Test email 206
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0114531655793072e-82 1.113176915980522e-110
probs= 7.95706814985886e-83 2.374443675304371e-111
TEST 206 54/78082 features true -189.041 -254.722 spam right
Test email 207
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.661137174306416e-121 4.0404322271887154e-173
probs= 1.3068110469207616e-121 8.618377375256377e-174
TEST 207 70/78082 features true -278.345 -398.496 spam right
Test email 208
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3551044314466391e-45 9.028963580076593e-74
probs= 1.0660561139299922e-45 1.9259081965765008e-74
TEST 208 22/78082 features true -103.552 -169.736 spam right
Test email 209
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.165340194259165e-51 5.710750060544223e-77
probs= 4.850252464698786e-51 1.2181221302598905e-77
TEST 209 29/78082 features true -115.853 -177.102 spam right
Test email 210
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5861949059643174e-33 9.879143319426297e-65
probs= 1.2478542156213561e-33 2.107254384769119e-65
TEST 210 12/78082 features true -75.764 -148.923 spam right
Test email 211
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.727003005488324e-132 3.462823578108425e-157
probs= 2.9320207715612793e-132 7.386318765415607e-158
TEST 211 90/78082 features true -302.866 -361.809 spam right
Test email 212
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.933456579667003e-29 1.493789058914386e-60
probs= 1.5210438103075037e-29 3.18630213424242e-61
TEST 212 6/78082 features true -66.356 -139.299 spam right
Test email 213
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.2359865174179975e-144 2.041020658048544e-145
probs= 2.5457397462760213e-144 4.3535654783140775e-146
TEST 213 72/78082 features true -330.638 -334.706 spam right
Test email 214
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.183720534769828e-27 6.734828359576446e-59
probs= 1.7179256249059925e-27 1.4365614641380704e-59
TEST 214 5/78082 features true -61.629 -135.490 spam right
Test email 215
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.539325138645474e-200 2.716092483369212e-230
probs= 6.717858462886708e-200 5.793516310026154e-231
TEST 215 120/78082 features true -458.612 -530.140 spam right
Test email 216
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.151360056944558e-96 6.163785240792021e-125
probs= 5.6259509855500675e-96 1.3147560527736575e-125
TEST 216 57/78082 features true -219.321 -287.549 spam right
Test email 217
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.29232960770366e-169 8.098859431869869e-151
probs= 5.7368512586045e-169 1.7275138640692985e-151
TEST 217 109/78082 features true -387.390 -347.144 ham wrong
Test email 218
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.261972216075865e-70 2.56063961217183e-104
probs= 6.4996658483839e-70 5.461930125005958e-105
TEST 218 39/78082 features true -159.309 -240.074 spam right
Test email 219
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.253211474436194e-121 4.424330991744577e-130
probs= 1.7725939142089683e-121 9.437246308281195e-131
TEST 219 60/78082 features true -278.040 -299.394 spam right
Test email 220
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.6842247897202578e-112 8.506136108031184e-123
probs= 1.3249739965775015e-112 1.814387344279621e-123
TEST 220 64/78082 features true -257.608 -282.622 spam right
Test email 221
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.4391032524870445e-133 7.831028527502987e-158
probs= 2.7055310009106886e-133 1.6703846344027967e-158
TEST 221 91/78082 features true -305.249 -363.295 spam right
Test email 222
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.9753102154233745e-147 7.297496550887121e-178
probs= 1.553969925264302e-147 1.5565804753997052e-178
TEST 222 97/78082 features true -338.039 -409.418 spam right
Test email 223
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.166020769405744e-182 1.3033891245499243e-201
probs= 5.637484518900801e-182 2.780172692066695e-202
TEST 223 119/78082 features true -417.341 -464.100 spam right
Test email 224
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 224 756/78082 features true -3368.284 -3270.807 ham wrong
Test email 225
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.999822133146672e-35 2.514394256568193e-69
probs= 3.146646664804609e-35 5.363287231366239e-70
TEST 225 6/78082 features true -79.444 -159.501 spam right
Test email 226
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1911099090589166e-32 6.376035337674205e-67
probs= 1.72373882089015e-32 1.3600297098976665e-67
TEST 226 5/78082 features true -73.138 -153.966 spam right
Test email 227
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.316075916951784e-246 1.461098304746934e-285
probs= 3.3954424564463026e-246 3.1165716598142254e-286
TEST 227 141/78082 features true -565.213 -657.403 spam right
Test email 228
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4940724174297988e-36 6.852264363680485e-67
probs= 1.9620784106998846e-36 1.4616109574571299e-67
TEST 228 5/78082 features true -82.219 -153.894 spam right
Test email 229
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2733125394171132e-151 1.1231018006278628e-182
probs= 1.0017107066355202e-151 2.395613786937746e-183
TEST 229 99/78082 features true -347.689 -420.499 spam right
Test email 230
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.454108204216866e-138 1.6998216212583114e-161
probs= 2.7173353461401733e-138 3.6257764959016113e-162
TEST 230 93/78082 features true -316.757 -371.731 spam right
Test email 231
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.9101852319429283e-116 4.691345447374964e-149
probs= 3.0761296150891294e-116 1.0006797092424033e-149
TEST 231 75/78082 features true -265.976 -343.084 spam right
Test email 232
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.4990025774893246e-90 1.1267005311324598e-114
probs= 2.7526535991083723e-90 2.4032899997329413e-115
TEST 232 59/78082 features true -206.220 -263.920 spam right
Test email 233
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.1767826839854786e-160 6.2515423940186285e-201
probs= 2.4991642889649922e-160 1.3334749477175121e-201
TEST 233 102/78082 features true -367.498 -462.532 spam right
Test email 234
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.475989195227108e-193 2.166879216253613e-198
probs= 5.094638992469624e-193 4.622026001724879e-199
TEST 234 120/78082 features true -442.771 -456.684 spam right
Test email 235
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4038620942928363e-207 2.9120555870434124e-200
probs= 1.8911102518716432e-207 6.2115121788161265e-201
TEST 235 114/78082 features true -475.998 -460.993 ham wrong
Test email 236
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 236 242/78082 features true -908.344 -817.325 ham wrong
Test email 237
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0026786580528689e-113 5.781253780526641e-146
probs= 7.888039393268505e-114 1.2331608100595182e-146
TEST 237 72/78082 features true -260.429 -335.968 spam right
Test email 238
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.7599523175938356e-186 6.298202596522993e-220
probs= 5.318031828995537e-186 1.3434277253159697e-220
TEST 238 107/78082 features true -426.610 -506.273 spam right
Test email 239
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.282355410213155e-31 3.852701916988924e-63
probs= 3.36891464682564e-31 8.217942330909283e-64
TEST 239 7/78082 features true -70.166 -145.259 spam right
Test email 240
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.117207395267706e-150 3.938668918017255e-188
probs= 4.8123865530726023e-150 8.401312825703281e-189
TEST 240 95/78082 features true -343.817 -433.060 spam right
Test email 241
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.684979592105057e-60 6.643898692518954e-86
probs= 3.6856577411299733e-60 1.417165861359871e-86
TEST 241 32/78082 features true -136.851 -197.674 spam right
Test email 242
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.564943805878848e-115 1.0588474045434039e-146
probs= 3.5912259904639124e-115 2.2585570062921842e-147
TEST 242 73/78082 features true -263.519 -337.665 spam right
Test email 243
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.724478567811139e-121 9.857850678398674e-176
probs= 6.07682139696443e-121 2.1027125930653237e-176
TEST 243 64/78082 features true -276.808 -404.512 spam right
Test email 244
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.75711659925655e-106 3.424701151352026e-138
probs= 2.1690143868229642e-106 7.305002351286365e-139
TEST 244 70/78082 features true -243.300 -318.071 spam right
Test email 245
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1754849700110132e-178 1.5696832986451322e-205
probs= 1.7114467337157185e-178 3.3481870915512704e-206
TEST 245 102/78082 features true -409.323 -473.124 spam right
Test email 246
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.380238750854985e-121 2.8832797808729977e-173
probs= 1.8725258467741672e-121 6.150132419694063e-174
TEST 246 71/78082 features true -277.986 -398.833 spam right
Test email 247
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.854575620849518e-183 5.251064834250786e-216
probs= 3.032381720444499e-183 1.1200697306337371e-216
TEST 247 106/78082 features true -420.264 -497.245 spam right
Test email 248
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.078999556718535e-124 1.2977638733756393e-139
probs= 1.6355419824961378e-124 2.7681738427543965e-140
TEST 248 67/78082 features true -285.029 -321.344 spam right
Test email 249
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.2843739824651527e-29 5.001222001091935e-61
probs= 1.7971093548191057e-29 1.0667774168516447e-61
TEST 249 4/78082 features true -66.189 -140.393 spam right
Test email 250
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8511910110194988e-156 5.407713732489698e-180
probs= 1.456325763205425e-156 1.1534834657127792e-180
TEST 250 110/78082 features true -358.827 -414.323 spam right
Test email 251
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.66670225892864e-120 3.7117297726721865e-122
probs= 5.244672320416381e-120 7.917244021717225e-123
TEST 251 78/78082 features true -274.653 -281.149 spam right
Test email 252
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.70168756557779e-123 1.098855131233558e-156
probs= 7.632285087933498e-123 2.343894828375089e-157
TEST 252 78/78082 features true -281.186 -360.654 spam right
Test email 253
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.309594948540229e-88 3.564276682192131e-101
probs= 4.177040548336517e-88 7.602721637118496e-102
TEST 253 57/78082 features true -201.198 -232.835 spam right
Test email 254
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.735109182557327e-67 5.515444033404292e-92
probs= 7.658577761982557e-67 1.1764627000081633e-92
TEST 254 39/78082 features true -152.237 -211.675 spam right
Test email 255
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.650932982510536e-112 9.488024628134375e-147
probs= 5.23226668351663e-112 2.023827456892753e-147
TEST 255 71/78082 features true -256.235 -337.775 spam right
Test email 256
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 256 238/78082 features true -945.755 -1079.270 spam right
Test email 257
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.82485222047641e-108 3.431236821981449e-137
probs= 5.3690883650497895e-108 7.318943155813591e-138
TEST 257 65/78082 features true -246.999 -315.766 spam right
Test email 258
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8843689295056075e-136 8.130158590573243e-146
probs= 1.4824267204665774e-136 1.7341900795350235e-146
TEST 258 69/78082 features true -312.758 -335.627 spam right
Test email 259
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7551170922146786e-139 1.82345368714774e-147
probs= 1.3807447333199616e-139 3.889487836571475e-148
TEST 259 70/78082 features true -319.737 -339.424 spam right
Test email 260
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 260 225/78082 features true -1006.280 -919.121 ham wrong
Test email 261
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 261 294/78082 features true -1299.405 -1190.103 ham wrong
Test email 262
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5830286929188623e-29 5.095710259915144e-64
probs= 2.0320600144470724e-29 1.086932079181816e-64
TEST 262 5/78082 features true -66.066 -147.282 spam right
Test email 263
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.88046612401643e-27 1.3583869519323991e-59
probs= 3.052749692501343e-27 2.8974849013921747e-60
TEST 263 5/78082 features true -61.054 -137.091 spam right
Test email 264
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0708687436913689e-36 6.718117686985233e-69
probs= 8.424488511265467e-37 1.432997021660449e-69
TEST 264 9/78082 features true -83.065 -158.519 spam right
Test email 265
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8709174466869001e-38 1.5119698873906474e-70
probs= 1.4718444840222626e-38 3.2250824508008423e-71
TEST 265 13/78082 features true -87.112 -162.313 spam right
Test email 266
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3939567882762082e-33 4.19958920460076e-64
probs= 1.0966211328153154e-33 8.957864542993515e-65
TEST 266 13/78082 features true -75.893 -147.475 spam right
Test email 267
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.067650140782576e-186 8.763430458607884e-193
probs= 8.399167870069066e-187 1.869269091704312e-193
TEST 267 106/78082 features true -428.455 -443.773 spam right
Test email 268
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 268 208/78082 features true -913.081 -1074.576 spam right
Test email 269
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.186259493710542e-35 3.151714256222559e-65
probs= 9.332263673786224e-36 6.722712153496741e-66
TEST 269 15/78082 features true -80.660 -150.065 spam right
Test email 270
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 270 252/78082 features true -1070.261 -1023.752 ham wrong
Test email 271
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.4727108935921926e-123 2.7174018838254224e-173
probs= 2.731970019515816e-123 5.796309305090151e-174
TEST 271 71/78082 features true -282.213 -398.893 spam right
Test email 272
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0580483563700238e-87 6.378013677525569e-105
probs= 8.323630953945845e-88 1.3604516964193271e-105
TEST 272 53/78082 features true -200.508 -241.464 spam right
Test email 273
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.4727108935921926e-123 2.7174018838254224e-173
probs= 2.731970019515816e-123 5.796309305090151e-174
TEST 273 71/78082 features true -282.213 -398.893 spam right
Test email 274
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.703435555842389e-28 1.1124647131283282e-59
probs= 1.3400870418915913e-28 2.3729245227477125e-60
TEST 274 4/78082 features true -64.180 -137.291 spam right
Test email 275
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.974690729611553e-208 5.5557842394981104e-226
probs= 2.340179225868128e-208 1.1850674011877211e-226
TEST 275 137/78082 features true -478.087 -520.214 spam right
Test email 276
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.3615529414512193e-45 9.381223761266345e-77
probs= 4.217915727197205e-45 2.0010464739949495e-77
TEST 276 18/78082 features true -102.177 -176.605 spam right
Test email 277
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 277 262/78082 features true -1295.693 -1294.204 ham wrong
Test email 278
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.052730190160859e-46 2.3610272486672047e-74
probs= 8.281793118642453e-47 5.036150262675065e-75
TEST 278 22/78082 features true -106.107 -171.077 spam right
Test email 279
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.762593693841245e-73 1.7166486249030726e-102
probs= 2.960019846789086e-73 3.661669058714445e-103
TEST 279 38/78082 features true -167.004 -235.868 spam right
Test email 280
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.438919662030086e-26 8.298902820527003e-59
probs= 7.425566459006465e-26 1.7701837894122074e-59
TEST 280 4/78082 features true -57.862 -135.281 spam right
Test email 281
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1194625057172276e-109 3.2903550894799425e-145
probs= 8.806774008267517e-110 7.01843769805401e-146
TEST 281 67/78082 features true -251.109 -334.229 spam right
Test email 282
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.099840894825053e-156 1.7340190340589085e-164
probs= 4.798724385386608e-156 3.6987207236972687e-165
TEST 282 84/78082 features true -357.635 -378.619 spam right
Test email 283
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7252279354714705e-109 9.687639275171112e-125
probs= 1.3572310338980707e-109 2.066405930210896e-125
TEST 283 64/78082 features true -250.676 -287.097 spam right
Test email 284
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.679374238838498e-109 6.14157858624286e-140
probs= 3.681248028504229e-109 1.310019298921959e-140
TEST 284 72/78082 features true -249.679 -322.092 spam right
Test email 285
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.989115281234826e-175 3.270112042223919e-193
probs= 5.498313564341198e-175 6.975258599713102e-194
TEST 285 116/78082 features true -401.248 -444.759 spam right
Test email 286
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.846544725563016e-110 5.430567757286306e-141
probs= 4.5994571380730016e-110 1.1583583058082331e-141
TEST 286 72/78082 features true -251.758 -324.517 spam right
Test email 287
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0715473130918981e-72 2.8884847097937723e-105
probs= 8.42982679399389e-73 6.161234707550487e-106
TEST 287 48/78082 features true -165.957 -242.256 spam right
Test email 288
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.525578853156672e-222 5.147927743962674e-238
probs= 3.5602577141080886e-222 1.0980702435613526e-238
TEST 288 129/78082 features true -509.904 -547.922 spam right
Test email 289
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.369404463246166e-106 1.5716652039640325e-132
probs= 2.6506991970441523e-106 3.352414562029644e-133
TEST 289 76/78082 features true -243.099 -305.034 spam right
Test email 290
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2177119960387698e-112 3.1747214737584335e-129
probs= 9.579699455319382e-113 6.7717873196991315e-130
TEST 290 64/78082 features true -257.932 -297.423 spam right
Test email 291
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.342562725661166e-153 2.4464769716156224e-162
probs= 4.989672836105559e-153 5.218417385985527e-163
TEST 291 82/78082 features true -350.688 -373.669 spam right
Test email 292
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 292 241/78082 features true -1159.074 -1143.093 ham wrong
Test email 293
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4665161844311573e-107 3.506940569568906e-129
probs= 1.1537033665524412e-107 7.480421786995538e-130
TEST 293 62/78082 features true -246.234 -297.324 spam right
Test email 294
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.008347889460439e-44 5.546298071209203e-75
probs= 5.513443792764883e-44 1.183043969694208e-75
TEST 294 20/78082 features true -99.607 -172.526 spam right
Test email 295
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.173607415573485e-29 7.761820579375002e-63
probs= 3.283362963964206e-29 1.6556223470831266e-63
TEST 295 5/78082 features true -65.586 -144.559 spam right
Test email 296
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.622560928384722e-89 1.1963608183918773e-106
probs= 2.849856539592102e-89 2.551877727459325e-107
TEST 296 53/78082 features true -203.883 -245.440 spam right
Test email 297
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 297 415/78082 features true -2187.878 -1989.191 ham wrong
Test email 298
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.1778936022779e-115 8.39636406620579e-136
probs= 7.220218132754732e-115 1.7909725998040797e-136
TEST 298 76/78082 features true -262.820 -312.569 spam right
Test email 299
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.623055448630402e-40 1.3007182912514417e-69
probs= 6.783728817089148e-40 2.774475715115113e-70
TEST 299 13/78082 features true -90.189 -160.160 spam right
Test email 300
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.758490920635038e-62 1.293522923859949e-88
probs= 5.316882152906631e-62 2.759127755281458e-89
TEST 300 34/78082 features true -141.089 -203.915 spam right
Test email 301
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.360273478531874e-36 3.2241164701874865e-67
probs= 2.643515881976338e-36 6.8771485027949364e-68
TEST 301 14/78082 features true -81.921 -154.648 spam right
Test email 302
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.9957669224127524e-206 6.756434884508705e-223
probs= 2.3567597960977593e-206 1.4411702083308584e-223
TEST 302 136/78082 features true -473.475 -513.111 spam right
Test email 303
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.924098638290623e-97 8.208507530826392e-127
probs= 5.447165189271774e-97 1.7509021711154552e-127
TEST 303 50/78082 features true -221.656 -291.868 spam right
Test email 304
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.3215446256405e-57 2.375247353524874e-87
probs= 4.186441319256167e-57 5.066482222992188e-88
TEST 304 27/78082 features true -129.815 -201.005 spam right
Test email 305
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2465967428351192e-41 1.0019486448426119e-72
probs= 9.80693479015402e-42 2.1371900446127772e-73
TEST 305 13/78082 features true -94.425 -167.329 spam right
Test email 306
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.091934382556981e-36 1.0894555736966626e-67
probs= 7.152594302734258e-36 2.323845257077177e-68
TEST 306 7/78082 features true -80.926 -155.733 spam right
Test email 307
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.1778936022779e-115 8.39636406620579e-136
probs= 7.220218132754732e-115 1.7909725998040797e-136
TEST 307 76/78082 features true -262.820 -312.569 spam right
Test email 308
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.535282923201544e-103 1.8446195625873477e-133
probs= 6.714678465546412e-103 3.9346353583610265e-134
TEST 308 52/78082 features true -235.262 -307.177 spam right
Test email 309
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.485874536586024e-136 7.5452711263914e-157
probs= 1.9556291653192567e-136 1.60943162289131e-157
TEST 309 69/78082 features true -312.481 -361.030 spam right
Test email 310
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 310 297/78082 features true -1480.099 -1312.975 ham wrong
Test email 311
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.603794215914726e-27 1.921772771910201e-58
probs= 2.8350928297976853e-27 4.099205740010307e-59
TEST 311 7/78082 features true -61.128 -134.442 spam right
Test email 312
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7146266116040623e-26 6.56765894707349e-58
probs= 1.348891007947054e-26 1.4009036681019068e-58
TEST 312 6/78082 features true -59.568 -133.213 spam right
Test email 313
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.569094886457542e-87 4.850762357592625e-101
probs= 6.741278223702728e-87 1.0346838705548458e-101
TEST 313 51/78082 features true -198.417 -232.527 spam right
Test email 314
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.202027141997119e-103 3.8740687419500486e-126
probs= 6.452507259541111e-103 8.263518484764027e-127
TEST 314 55/78082 features true -235.302 -290.316 spam right
Test email 315
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6418314475644593e-131 4.172895419731271e-144
probs= 2.0783199444208403e-131 8.900925805095359e-145
TEST 315 64/78082 features true -300.907 -331.689 spam right
Test email 316
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.9816865797991275e-129 3.707978139350391e-143
probs= 1.5589861897452322e-129 7.909241662087666e-144
TEST 316 64/78082 features true -296.589 -329.504 spam right
Test email 317
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.60902055410795e-92 2.2613615708158765e-123
probs= 5.9859909645976054e-92 4.823560031040088e-124
TEST 317 44/78082 features true -210.048 -283.947 spam right
Test email 318
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8562937696095908e-174 5.6895136005079575e-210
probs= 1.4603400862838825e-174 1.2135923221498696e-210
TEST 318 95/78082 features true -400.271 -483.349 spam right
Test email 319
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.548247274632242e-88 7.911569985436096e-116
probs= 2.0046975892677637e-88 1.687564397353649e-116
TEST 319 55/78082 features true -201.932 -266.577 spam right
Test email 320
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.812074021100882e-111 2.938684235422852e-146
probs= 7.719125742479824e-111 6.268311978397643e-147
TEST 320 70/78082 features true -253.543 -336.645 spam right
Test email 321
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.3789936450539934e-76 6.330273733819153e-111
probs= 4.231636270260539e-76 1.3502686064031963e-111
TEST 321 38/78082 features true -173.554 -255.287 spam right
Test email 322
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.9112692596310587e-176 2.933967567035289e-178
probs= 1.5035891200067797e-176 6.258251166624976e-179
TEST 322 116/78082 features true -404.847 -410.329 spam right
Test email 323
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2687022878092393e-63 1.6185507663722528e-88
probs= 9.980838371490978e-64 3.4524230382431724e-89
TEST 323 38/78082 features true -145.065 -203.691 spam right
Test email 324
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.621903834829492e-305 1.8863256516045623e-303
probs= 2.062642958279291e-305 4.0235958442163934e-304
TEST 324 162/78082 features true -701.564 -698.594 ham wrong
Test email 325
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 325 207/78082 features true -904.653 -838.760 ham wrong
Test email 326
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3023892917341268e-108 1.1389500472431773e-143
probs= 1.024585290218491e-108 2.4294186281989855e-144
TEST 326 69/78082 features true -248.655 -330.685 spam right
Test email 327
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.859147496336746e-179 6.125363985777906e-214
probs= 1.4625851035344876e-179 1.3065606702916947e-214
TEST 327 99/78082 features true -411.783 -492.486 spam right
Test email 328
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.677144003332691e-110 1.7649772486546288e-131
probs= 6.826280101769441e-110 3.764755633144502e-132
TEST 328 58/78082 features true -251.364 -302.616 spam right
Test email 329
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4409597299618798e-301 3.089099852861853e-299
probs= 1.920294837501779e-301 6.589153532303247e-300
TEST 329 161/78082 features true -692.426 -688.890 ham wrong
Test email 330
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 330 724/78082 features true -3269.747 -3134.510 ham wrong
Test email 331
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 331 239/78082 features true -1090.807 -997.008 ham wrong
Test email 332
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.115723138734405e-47 2.1019587901915812e-73
probs= 5.597915541448538e-47 4.483548556811933e-74
TEST 332 29/78082 features true -106.499 -168.891 spam right
Test email 333
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.25840958583094e-102 6.780682040524642e-125
probs= 3.3500765470501836e-102 1.4463422079851495e-125
TEST 333 55/78082 features true -233.655 -287.454 spam right
Test email 334
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2339835806181987e-51 1.2518103230657649e-80
probs= 9.707707465784753e-52 2.670153379587541e-81
TEST 334 24/78082 features true -117.462 -185.527 spam right
Test email 335
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.636091395395471e-40 3.280010743664885e-69
probs= 4.4338942086665e-40 6.996372861689622e-70
TEST 335 14/78082 features true -90.614 -159.236 spam right
Test email 336
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.6055807155168603e-165 9.831262049425409e-176
probs= 2.8364982630463656e-165 2.0970411493806536e-176
TEST 336 91/78082 features true -378.884 -404.514 spam right
Test email 337
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.664055012354138e-83 2.159179175017536e-117
probs= 6.815983036440707e-83 4.605601555664137e-118
TEST 337 44/78082 features true -189.195 -270.178 spam right
Test email 338
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.7233661907197103e-119 2.376897544616451e-172
probs= 2.929159701573358e-119 5.0700021359046716e-173
TEST 338 69/78082 features true -272.933 -396.724 spam right
Test email 339
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.136e-321 0.0
probs= 8.94e-322 0.0
TEST 339 173/78082 features true -739.284 -766.220 spam right
Test email 340
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.115723138734405e-47 2.1019587901915812e-73
probs= 5.597915541448538e-47 4.483548556811933e-74
TEST 340 29/78082 features true -106.499 -168.891 spam right
Test email 341
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.220507493590027e-109 1.7733398163137948e-140
probs= 3.320259098131484e-109 3.7825932702734764e-141
TEST 341 61/78082 features true -249.782 -323.334 spam right
Test email 342
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.209905202934935e-98 2.0036627220280765e-136
probs= 4.098614959627316e-98 4.2738797485501874e-137
TEST 342 53/78082 features true -224.243 -314.002 spam right
Test email 343
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.429021679409029e-179 3.3669266165178945e-213
probs= 7.417779749256364e-179 7.181767331891696e-214
TEST 343 99/78082 features true -410.159 -490.782 spam right
Test email 344
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.859147496336746e-179 6.125363985777906e-214
probs= 1.4625851035344876e-179 1.3065606702916947e-214
TEST 344 99/78082 features true -411.783 -492.486 spam right
Test email 345
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.1606573582808623e-175 5.737474024309525e-182
probs= 3.2731751973004913e-175 1.2238224413093422e-182
TEST 345 96/78082 features true -401.767 -418.869 spam right
Test email 346
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.7144448193454093e-305 5.418787993945166e-302
probs= 2.1354446406020155e-305 1.1558456428019835e-302
TEST 346 162/78082 features true -701.530 -695.236 ham wrong
Test email 347
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.326589648993333e-305 2.4567458520276805e-303
probs= 1.8303202781705643e-305 5.240321252115729e-304
TEST 347 162/78082 features true -701.684 -698.329 ham wrong
Test email 348
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 348 1539/78082 features true -9561.107 -8293.479 ham wrong
Test email 349
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 349 191/78082 features true -803.619 -815.406 spam right
Test email 350
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.138437247609317e-75 8.267549449839194e-110
probs= 3.2556947107166537e-75 1.7634960103484845e-110
TEST 350 38/78082 features true -171.513 -252.717 spam right
Test email 351
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.369404463246166e-106 1.5716652039640325e-132
probs= 2.6506991970441523e-106 3.352414562029644e-133
TEST 351 76/78082 features true -243.099 -305.034 spam right
Test email 352
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.8666541419304555e-171 5.451774062517972e-180
probs= 5.401973796538293e-171 1.1628816817973544e-180
TEST 352 93/78082 features true -392.055 -414.314 spam right
Test email 353
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.849034710906679e-307 3.1307359098510786e-306
probs= 2.2413260571500333e-307 6.67796463749545e-307
TEST 353 163/78082 features true -706.087 -704.995 ham wrong
Test email 354
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.604281778261625e-26 4.274005616060534e-59
probs= 1.2620830974307321e-26 9.116597243063806e-60
TEST 354 3/78082 features true -59.634 -135.945 spam right
Test email 355
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.0448710780508206e-27 5.708307068070936e-60
probs= 2.395389870741858e-27 1.2176010317764652e-60
TEST 355 4/78082 features true -61.296 -137.958 spam right
Test email 356
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.896027448525596e-49 1.1409701730874483e-70
probs= 5.4250816783778214e-49 2.4337276243391212e-71
TEST 356 28/78082 features true -111.136 -162.594 spam right
Test email 357
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.5518991095925433e-120 7.548177739355697e-135
probs= 4.3676604196365754e-120 1.610051613179516e-135
TEST 357 77/78082 features true -274.836 -310.373 spam right
Test email 358
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.237585320659147e-33 1.0878675499170961e-63
probs= 4.907087463473106e-33 2.320457949125051e-64
TEST 358 7/78082 features true -74.395 -146.524 spam right
Test email 359
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2690625130792906e-32 1.0377177731557239e-64
probs= 9.983672251615775e-33 2.2134867942802893e-65
TEST 359 6/78082 features true -73.684 -148.873 spam right
Test email 360
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.131217299756378e-95 1.1684970062113465e-115
probs= 5.610104745988336e-95 2.4924432820875813e-116
TEST 360 48/78082 features true -217.021 -266.187 spam right
Test email 361
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.167384229475552e-97 1.832594259181345e-117
probs= 4.851860500351943e-97 3.908984983109714e-118
TEST 361 49/78082 features true -221.771 -270.342 spam right
Test email 362
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0138369142876234e-101 7.113750044735722e-126
probs= 1.5842787501199082e-101 1.5173867297221676e-126
TEST 362 29/78082 features true -232.101 -289.709 spam right
Test email 363
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.591535876872694e-167 3.071350199180748e-163
probs= 4.398842531594039e-167 6.551292926035806e-164
TEST 363 66/78082 features true -383.050 -375.744 ham wrong
Test email 364
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.021437205207684e-68 8.017971306002077e-89
probs= 3.1636511695416205e-68 1.7102601556859524e-89
TEST 364 39/78082 features true -155.424 -204.393 spam right
Test email 365
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.6810713132648754e-170 1.4144809186592577e-163
probs= 3.682583111266893e-170 3.0171352126816462e-164
TEST 365 77/78082 features true -390.136 -376.520 ham wrong
Test email 366
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.3395852188146557e-109 1.8331741566277173e-143
probs= 2.627240497403529e-109 3.9102219238008986e-144
TEST 366 70/78082 features true -250.016 -330.209 spam right
Test email 367
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0938347401421166e-50 3.817261247961524e-81
probs= 1.6472127715681642e-50 8.142346195908097e-82
TEST 367 26/78082 features true -114.630 -186.715 spam right
Test email 368
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.74718065003063e-138 9.94317306019174e-157
probs= 1.3745011608566022e-138 2.120912143101088e-157
TEST 368 78/78082 features true -317.439 -360.754 spam right
Test email 369
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.4916474122294625e-25 1.0413618009277147e-55
probs= 3.5335639632683176e-25 2.221259627665193e-56
TEST 369 4/78082 features true -56.302 -128.147 spam right
Test email 370
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.965727197848422e-32 6.004820347969182e-63
probs= 5.479914237537607e-32 1.2808483082866858e-63
TEST 370 8/78082 features true -71.982 -144.815 spam right
Test email 371
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 371 221/78082 features true -1016.419 -898.420 ham wrong
Test email 372
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4887483954410932e-204 4.1948820719029085e-204
probs= 1.9578900204474092e-204 8.94782407116664e-205
TEST 372 107/78082 features true -469.055 -469.839 spam right
Test email 373
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.2284605495249197e-82 6.945678547250045e-118
probs= 1.7531224445459863e-82 1.4815365159354145e-118
TEST 373 40/78082 features true -188.251 -271.312 spam right
Test email 374
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.320751623063641e-39 2.641977916660114e-65
probs= 3.399120818771606e-39 5.635427454926845e-66
TEST 374 17/78082 features true -88.577 -150.242 spam right
Test email 375
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.956225066422224e-29 2.018586621942347e-65
probs= 4.685742294580136e-29 4.3057129273141415e-66
TEST 375 3/78082 features true -65.230 -150.511 spam right
Test email 376
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.794423684178379e-174 3.7801297771836686e-210
probs= 6.131846985555589e-174 8.06314352409778e-211
TEST 376 93/78082 features true -398.836 -483.758 spam right
Test email 377
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.650932982510536e-112 9.488024628134375e-147
probs= 5.23226668351663e-112 2.023827456892753e-147
TEST 377 71/78082 features true -256.235 -337.775 spam right
Test email 378
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 378 218/78082 features true -931.598 -846.144 ham wrong
Test email 379
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5186239272629367e-72 2.982929519831278e-97
probs= 1.9813930011893334e-72 6.362688653135901e-98
TEST 379 47/78082 features true -165.102 -223.803 spam right
Test email 380
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.4459249407306045e-126 3.9232290301659156e-175
probs= 2.710897600185704e-126 8.368379027373722e-176
TEST 380 70/78082 features true -289.128 -403.131 spam right
Test email 381
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.372086296299482e-178 4.692281704002291e-212
probs= 4.2262022821486905e-178 1.0008794159193299e-212
TEST 381 99/78082 features true -408.419 -488.147 spam right
Test email 382
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0866073331339417e-114 1.1835523022299807e-142
probs= 8.548303466855107e-115 2.5245567331465204e-143
TEST 382 78/78082 features true -262.652 -328.344 spam right
Test email 383
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.732554623432425e-92 6.887868437478778e-113
probs= 2.1496915627734874e-92 1.46920542574261e-113
TEST 383 64/78082 features true -211.073 -259.807 spam right
Test email 384
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 7.236094537114175e-307
probs= 0.0 1.543483220043336e-307
TEST 384 173/78082 features true -754.860 -706.460 ham wrong
Test email 385
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.586886971703287e-202 8.674980248797573e-186
probs= 7.5419718455422395e-202 1.8504023654680385e-186
TEST 385 109/78082 features true -463.102 -427.665 ham wrong
Test email 386
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.329913312611352e-75 2.583489957146282e-102
probs= 7.339811529306342e-75 5.510670676776491e-103
TEST 386 45/78082 features true -170.701 -235.460 spam right
Test email 387
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5729466824774928e-124 5.621363907705817e-175
probs= 1.2374318826121114e-124 1.1990557642384576e-175
TEST 387 73/78082 features true -285.308 -402.771 spam right
Test email 388
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 388 233/78082 features true -1072.433 -1005.757 ham wrong
Test email 389
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.618658342282589e-111 1.3013477371010743e-144
probs= 2.8467863881869617e-111 2.7758183442113067e-145
TEST 389 71/78082 features true -254.541 -332.854 spam right
Test email 390
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.6323108518635024e-179 2.417172159135588e-213
probs= 1.284133475680308e-179 5.155909238672836e-214
TEST 390 99/78082 features true -411.913 -491.113 spam right
Test email 391
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.746800942551136e-25 9.655369315811384e-57
probs= 3.734292390301694e-25 2.0595226397110615e-57
TEST 391 4/78082 features true -56.247 -130.525 spam right
Test email 392
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.637463413831972e-58 1.2085837365439373e-88
probs= 5.221670218986989e-58 2.5779496215879936e-89
TEST 392 25/78082 features true -131.897 -203.983 spam right
Test email 393
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.618658342282589e-111 1.3013477371010743e-144
probs= 2.8467863881869617e-111 2.7758183442113067e-145
TEST 393 71/78082 features true -254.541 -332.854 spam right
Test email 394
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.5140083516642465e-36 2.6416297194312847e-66
probs= 4.337851887383618e-36 5.634684738566234e-67
TEST 394 11/78082 features true -81.426 -152.544 spam right
Test email 395
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0169649042486325e-130 1.7397502083629217e-145
probs= 1.5867395293372602e-130 3.710945510595805e-146
TEST 395 65/78082 features true -298.874 -334.866 spam right
Test email 396
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2202014445312193e-87 3.582305753378593e-119
probs= 9.599283863163554e-88 7.641178250290895e-120
TEST 396 48/78082 features true -200.366 -274.277 spam right
Test email 397
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.212882197874274e-42 2.953178963995336e-71
probs= 2.5275636555362956e-42 6.299229720303809e-72
TEST 397 17/78082 features true -95.781 -163.946 spam right
Test email 398
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1613816865851936e-122 5.63994674428684e-155
probs= 1.700351727918614e-122 1.2030195455705706e-155
TEST 398 74/78082 features true -280.385 -356.716 spam right
Test email 399
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.096681545778472e-56 8.509978915860842e-84
probs= 3.222845640050794e-56 1.8152070280707196e-84
TEST 399 23/78082 features true -127.775 -192.821 spam right
Test email 400
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.883307647564994e-29 6.784186769238637e-60
probs= 3.054985109552255e-29 1.447089778367641e-60
TEST 400 7/78082 features true -65.658 -137.786 spam right
Test email 401
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 401 222/78082 features true -871.783 -1006.515 spam right
Test email 402
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.8699380415747814e-69 1.1240440583897383e-104
probs= 3.044467285334467e-69 2.397623654328161e-105
TEST 402 32/78082 features true -157.765 -240.897 spam right
Test email 403
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0062121551839615e-204 1.1124950741231677e-203
probs= 1.578280377691132e-204 2.372989283767401e-204
TEST 403 107/78082 features true -469.271 -468.863 ham wrong
Test email 404
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7131634865639202e-49 4.003837743067578e-71
probs= 1.3477399723823469e-49 8.540320113984547e-72
TEST 404 30/78082 features true -112.528 -163.641 spam right
Test email 405
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.8082380535359035e-94 3.9682274851549374e-124
probs= 2.9959281115616866e-94 8.464362240206552e-125
TEST 405 44/78082 features true -215.346 -285.687 spam right
Test email 406
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.023737167791928e-72 1.595359452374514e-106
probs= 4.738853838428164e-72 3.40295518811674e-107
TEST 406 33/78082 features true -164.230 -245.152 spam right
Test email 407
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.7676592464242074e-127 3.123884482319233e-141
probs= 4.537398196057406e-127 6.663350312911233e-142
TEST 407 63/78082 features true -290.916 -325.070 spam right
Test email 408
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.121431297098132e-122 1.4711286596596906e-173
probs= 5.602406130499624e-122 3.1379667430590794e-174
TEST 408 70/78082 features true -279.192 -399.506 spam right
Test email 409
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.624866570712963e-30 1.9785048015162462e-62
probs= 3.63836702869873e-30 4.220217060808852e-63
TEST 409 7/78082 features true -67.786 -143.623 spam right
Test email 410
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 410 228/78082 features true -937.717 -928.309 ham wrong
Test email 411
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.334990306935749e-72 4.7594842932158636e-105
probs= 6.55710893570786e-72 1.0152139534606237e-105
TEST 411 34/78082 features true -163.906 -241.756 spam right
Test email 412
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3011372673389339e-82 7.514347519518656e-113
probs= 1.0236003268235592e-82 1.602835513889902e-113
TEST 412 40/78082 features true -188.789 -259.720 spam right
Test email 413
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 413 210/78082 features true -1024.371 -923.581 ham wrong
Test email 414
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 414 234/78082 features true -1088.404 -1015.102 ham wrong
Test email 415
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2130241222508283e-65 1.5138870486892192e-96
probs= 9.54282010936645e-66 3.229171820113646e-97
TEST 415 33/78082 features true -149.715 -222.179 spam right
Test email 416
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.6285629937390992e-182 1.6737115429931006e-190
probs= 1.2811850482566026e-182 3.5700828237561353e-191
TEST 416 113/78082 features true -418.823 -438.521 spam right
Test email 417
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4269068812676079e-245 1.9098730945317243e-235
probs= 1.1225428605234478e-245 4.073823329286672e-236
TEST 417 145/78082 features true -564.018 -542.005 ham wrong
Test email 418
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 418 228/78082 features true -1051.787 -1004.330 ham wrong
Test email 419
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.2207781576511e-241 5.734498382912679e-230
probs= 2.5337753806255894e-241 1.223187727025091e-230
TEST 419 143/78082 features true -553.993 -529.393 ham wrong
Test email 420
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.9803084469855175e-54 1.828073433541272e-85
probs= 1.5579020172802452e-54 3.8993419104820625e-86
TEST 420 25/78082 features true -123.896 -196.662 spam right
Test email 421
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.108781079468197e-47 3.537695750870069e-73
probs= 4.805757598678009e-47 7.546023619619836e-74
TEST 421 17/78082 features true -106.652 -168.370 spam right
Test email 422
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.672555850484846e-71 1.7898984834604816e-106
probs= 2.1024907292105853e-71 3.817913462341319e-107
TEST 422 33/78082 features true -162.740 -245.037 spam right
Test email 423
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.227371828285286e-37 6.094931571178697e-70
probs= 1.7522659511961432e-37 1.3000693342487008e-70
TEST 423 13/78082 features true -84.635 -160.919 spam right
Test email 424
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.852899764235335e-137 1.420182209835329e-141
probs= 7.751243217756439e-137 3.0292962578666043e-142
TEST 424 88/78082 features true -313.406 -325.859 spam right
Test email 425
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.408994994376191e-31 3.481221977474213e-66
probs= 5.041934879223732e-31 7.42556316797433e-67
TEST 425 5/78082 features true -69.762 -152.268 spam right
Test email 426
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.430926161467765e-65 4.4511880124231475e-90
probs= 2.6990981108153042e-65 9.494533233631761e-91
TEST 426 38/78082 features true -148.675 -207.285 spam right
Test email 427
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1740060431241347e-29 1.7501051968214804e-61
probs= 1.710283266891151e-29 3.7330330480755205e-62
TEST 427 4/78082 features true -66.238 -141.443 spam right
Test email 428
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.971964527329921e-196 1.2662858146938786e-212
probs= 4.698124475717792e-196 2.7010300884465464e-213
TEST 428 118/78082 features true -449.760 -489.457 spam right
Test email 429
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 429 216/78082 features true -971.735 -906.651 ham wrong
Test email 430
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.82122303674442e-26 2.2971910745107046e-58
probs= 4.5795366503573216e-26 4.899985563420574e-59
TEST 430 4/78082 features true -58.346 -134.263 spam right
Test email 431
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.3087883768137034e-123 2.852692386544639e-147
probs= 1.8163160770164386e-123 6.08488848230695e-148
TEST 431 84/78082 features true -282.621 -338.977 spam right
Test email 432
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.028392190421265e-168 3.0117789077958942e-179
probs= 3.95581928111162e-168 6.424225364691446e-180
TEST 432 105/78082 features true -385.459 -412.605 spam right
Test email 433
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 433 308/78082 features true -1404.800 -1280.596 ham wrong
Test email 434
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3142861651582073e-22 1.0226131659532854e-55
probs= 1.0339445206630797e-22 2.181268160813393e-56
TEST 434 1/78082 features true -50.623 -128.165 spam right
Test email 435
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.09243045784163e-127 1.40139999166667e-143
probs= 7.152984563497856e-127 2.9892331569358084e-144
TEST 435 54/78082 features true -290.461 -330.477 spam right
Test email 436
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4663291344163893e-29 1.2459466025044698e-62
probs= 1.9402528629482906e-29 2.657645867079293e-63
TEST 436 3/78082 features true -66.112 -144.085 spam right
Test email 437
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.831931358642388e-285 3.808558427588183e-309
probs= 2.227870907253887e-285 8.12378278833455e-310
TEST 437 130/78082 features true -655.436 -711.707 spam right
Test email 438
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6648042885326338e-111 1.0208369030227222e-142
probs= 2.096392601405896e-111 2.177479332442443e-143
TEST 438 62/78082 features true -254.847 -328.492 spam right
Test email 439
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.44339262662911e-35 8.482376989715505e-69
probs= 4.282298733201293e-35 1.80931944470269e-69
TEST 439 9/78082 features true -79.136 -158.285 spam right
Test email 440
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1998990087960488e-38 2.771819642157073e-71
probs= 9.439565281769471e-39 5.912384207686399e-72
TEST 440 15/78082 features true -87.556 -164.009 spam right
Test email 441
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.3087883768137034e-123 2.852692386544639e-147
probs= 1.8163160770164386e-123 6.08488848230695e-148
TEST 441 84/78082 features true -282.621 -338.977 spam right
Test email 442
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.57031278956374e-90 6.555834709986417e-122
probs= 2.8087531039165875e-90 1.3983815186965744e-122
TEST 442 57/78082 features true -206.200 -280.580 spam right
Test email 443
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.703747979000229e-66 1.0198406178281292e-99
probs= 6.847209360250978e-66 2.1753542227270505e-100
TEST 443 43/78082 features true -150.047 -229.481 spam right
Test email 444
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.261126317477461e-65 8.454068521787567e-97
probs= 9.92123846683623e-66 1.8032811536041147e-97
TEST 444 44/78082 features true -149.676 -222.761 spam right
Test email 445
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.651390303341245e-62 2.0662002004860103e-89
probs= 2.87253651223478e-62 4.407274286347558e-90
TEST 445 38/78082 features true -141.705 -205.749 spam right
Test email 446
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 446 205/78082 features true -1111.455 -1132.586 spam right
Test email 447
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.463285573990116e-69 3.709059192994609e-102
probs= 5.871341744240303e-69 7.911547585747535e-103
TEST 447 43/78082 features true -157.108 -235.098 spam right
Test email 448
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0241664850488842e-81 1.2501683782580638e-112
probs= 8.057083407977522e-82 2.6666510562749786e-113
TEST 448 51/78082 features true -186.725 -259.211 spam right
Test email 449
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.344876950671397e-147 3.1855829075714105e-170
probs= 2.6314034851174237e-147 6.794955122095791e-171
TEST 449 97/78082 features true -337.512 -391.826 spam right
Test email 450
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.1383225914066525e-29 6.087168369398209e-59
probs= 3.255604511066343e-29 1.2984134172867904e-59
TEST 450 6/78082 features true -65.595 -135.591 spam right
Test email 451
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3274625900034817e-48 1.9064154002233603e-72
probs= 1.0443103699216849e-48 4.0664479514255535e-73
TEST 451 21/78082 features true -110.481 -166.686 spam right
Test email 452
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2245952529082753e-218 9.311166243059537e-223
probs= 9.633849806386077e-219 1.9861029705297207e-223
TEST 452 124/78082 features true -502.001 -512.790 spam right
Test email 453
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.988491647997027e-138 2.200943335529011e-168
probs= 3.9244296581324725e-138 4.694685909963309e-169
TEST 453 87/78082 features true -316.390 -387.590 spam right
Test email 454
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 454 180/78082 features true -931.674 -1000.618 spam right
Test email 455
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.659633427416234e-62 2.3375180215598952e-95
probs= 2.8790213503137495e-62 4.986004293229521e-96
TEST 455 42/78082 features true -141.703 -219.442 spam right
Test email 456
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8864763896029088e-70 1.2000601814710546e-97
probs= 1.4840846522609507e-70 2.5597685929092882e-98
TEST 456 37/78082 features true -160.786 -224.713 spam right
Test email 457
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6740823615480447e-52 1.3989323545329097e-78
probs= 2.1036916303471625e-52 2.983969604214683e-79
TEST 457 19/78082 features true -118.991 -180.811 spam right
Test email 458
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.810582412159428e-128 8.6080424642242e-159
probs= 7.717952298725433e-128 1.8361243116441201e-159
TEST 458 69/78082 features true -292.687 -365.503 spam right
Test email 459
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4979640429851543e-117 2.2295438147476246e-139
probs= 1.1784432914641355e-117 4.755691690820248e-140
TEST 459 78/78082 features true -269.238 -320.803 spam right
Test email 460
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2146891590874912e-174 1.4302667250745977e-192
probs= 9.5559188983487e-175 3.050806866903354e-193
TEST 460 112/78082 features true -400.695 -443.284 spam right
Test email 461
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5703307271346395e-74 2.1600264270042634e-106
probs= 2.022070567328009e-74 4.607408772551582e-107
TEST 461 52/78082 features true -169.687 -244.849 spam right
Test email 462
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.92335472236032e-29 6.242408304883493e-56
probs= 1.5130967130256057e-29 1.3315266158876624e-56
TEST 462 11/78082 features true -66.361 -128.658 spam right
Test email 463
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.2945159373201216e-45 1.852853566921708e-72
probs= 4.1651779407542706e-45 3.9521987656087673e-73
TEST 463 18/78082 features true -102.190 -166.714 spam right
Test email 464
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 464 196/78082 features true -825.922 -838.263 spam right
Test email 465
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.5316642731693868e-306
probs= 0.0 3.2670912358196563e-307
TEST 465 202/78082 features true -751.460 -705.710 ham wrong
Test email 466
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.153226059947528e-81 1.2736508220401944e-105
probs= 4.054025667826733e-81 2.7167398959901445e-106
TEST 466 51/78082 features true -185.110 -243.075 spam right
Test email 467
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.200336091037172e-124 7.468123478277677e-144
probs= 4.0910869713728615e-124 1.5929757709509304e-144
TEST 467 88/78082 features true -284.112 -331.107 spam right
Test email 468
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.9315324694984305e-74 9.785174672921332e-100
probs= 2.306226767302954e-74 2.0872105574881614e-100
TEST 468 39/78082 features true -169.556 -229.523 spam right
Test email 469
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.959213415513261e-47 2.3908042985396333e-75
probs= 3.901396570777676e-47 5.099665708175058e-76
TEST 469 17/78082 features true -106.860 -173.367 spam right
Test email 470
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.210449187451944e-85 1.4514549097969148e-108
probs= 9.522563183615043e-86 3.0960019751407286e-109
TEST 470 45/78082 features true -195.769 -249.852 spam right
Test email 471
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.748987595674308e-61 3.0800277789638596e-92
probs= 5.3094059190150234e-61 6.5698024945843135e-93
TEST 471 29/78082 features true -138.788 -212.258 spam right
Test email 472
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.899478108028273e-74 2.4846176234233873e-104
probs= 5.42779630064202e-74 5.299772674760234e-105
TEST 472 45/78082 features true -168.700 -240.104 spam right
Test email 473
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5302565291278657e-91 2.051361511744813e-121
probs= 1.2038476820686929e-91 4.375622865872035e-122
TEST 473 58/78082 features true -209.350 -279.439 spam right
Test email 474
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4489961777770804e-101 8.724951266271966e-119
probs= 1.1399204360444699e-101 1.8610613509974037e-119
TEST 474 56/78082 features true -232.430 -273.386 spam right
Test email 475
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.7495391535025515e-53 1.3680371001096434e-77
probs= 4.52314317969421e-53 2.91806899092571e-78
TEST 475 26/78082 features true -120.528 -178.531 spam right
Test email 476
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4742397757278968e-160 2.8141118034079404e-171
probs= 1.9464761379517063e-160 6.002594805261197e-172
TEST 476 91/78082 features true -367.748 -394.252 spam right
Test email 477
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.556391401919709e-31 1.8168205007301427e-62
probs= 7.517981083014177e-31 3.8753390275993577e-63
TEST 477 7/78082 features true -69.363 -143.708 spam right
Test email 478
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.9818137033436727e-297 1.2388326681418897e-275
probs= 2.3457828454270884e-297 2.642471606625931e-276
TEST 478 161/78082 features true -683.015 -634.542 ham wrong
Test email 479
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.51484711942711e-65 1.1800648983611108e-89
probs= 7.485298335233041e-65 2.517117983796983e-90
TEST 479 40/78082 features true -147.655 -206.310 spam right
Test email 480
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0538227372581292e-93 1.6142371860926582e-114
probs= 8.290388150034669e-94 3.443222026916254e-115
TEST 480 57/78082 features true -214.328 -263.561 spam right
Test email 481
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 481 252/78082 features true -1171.216 -1094.606 ham wrong
Test email 482
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.722469235867328e-25 5.755875862040178e-60
probs= 2.141757422182089e-25 1.2277476149799657e-60
TEST 482 1/78082 features true -56.803 -137.950 spam right
Test email 483
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 483 193/78082 features true -1041.970 -1079.212 spam right
Test email 484
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.9050497473807996e-208 3.582982135956959e-214
probs= 3.072089546598167e-208 7.64262099700279e-215
TEST 484 120/78082 features true -477.815 -493.022 spam right
Test email 485
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.3008791884581843e-44 5.782867956316188e-74
probs= 2.5967905930641073e-44 1.2335051191661209e-74
TEST 485 22/78082 features true -100.359 -170.181 spam right
Test email 486
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.884033526686338e-100 1.2923519865303192e-113
probs= 3.055556156223881e-100 2.7566301067077192e-114
TEST 486 56/78082 features true -229.142 -261.481 spam right
Test email 487
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 487 192/78082 features true -874.702 -803.001 ham wrong
Test email 488
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 488 238/78082 features true -1333.360 -1333.414 spam right
Test email 489
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.1590421264491563e-77 3.8781302448837825e-110
probs= 2.4852078518172416e-77 8.27218180666263e-111
TEST 489 54/78082 features true -176.389 -253.474 spam right
Test email 490
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4917323483762454e-80 5.08471123012164e-118
probs= 1.1735408382038506e-80 1.0845859492582843e-118
TEST 490 50/78082 features true -184.047 -271.624 spam right
Test email 491
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.066608134630057e-30 5.331510033659042e-59
probs= 3.9858836363214235e-30 1.1372289613185814e-59
TEST 491 10/78082 features true -67.695 -135.724 spam right
Test email 492
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.3087883768137034e-123 2.852692386544639e-147
probs= 1.8163160770164386e-123 6.08488848230695e-148
TEST 492 84/78082 features true -282.621 -338.977 spam right
Test email 493
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.555241677502592e-69 1.0557016192020705e-98
probs= 3.5835933585916955e-69 2.2518469407128824e-99
TEST 493 44/78082 features true -157.602 -227.144 spam right
Test email 494
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.229797449807391e-192 8.40006880701556e-216
probs= 3.3275674755478947e-192 1.7917628334370376e-216
TEST 494 97/78082 features true -440.894 -496.775 spam right
Test email 495
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.9815847105854e-193 1.9435726262064997e-218
probs= 6.27908593766913e-193 4.145705559952053e-219
TEST 495 98/78082 features true -442.562 -502.844 spam right
Test email 496
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.186719035644952e-119 9.276467147830424e-143
probs= 4.080374479539961e-119 1.9787015372065207e-143
TEST 496 70/78082 features true -272.601 -328.587 spam right
Test email 497
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2425856791648918e-179 4.824741209162041e-186
probs= 9.775379886710576e-180 1.0291334723721153e-186
TEST 497 113/78082 features true -412.185 -428.252 spam right
Test email 498
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.949906855495437e-135 2.0769596306686783e-148
probs= 5.467468427238057e-135 4.4302245115816236e-149
TEST 498 88/78082 features true -309.150 -341.597 spam right
Test email 499
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2506115609906443e-74 1.6078658853943148e-113
probs= 9.838519230007453e-75 3.429631828961674e-114
TEST 499 46/78082 features true -170.408 -261.262 spam right
Test email 500
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.165595635007756e-120 3.7606639779999466e-145
probs= 3.277060123048511e-120 8.021622321948325e-146
TEST 500 70/78082 features true -275.123 -334.095 spam right
Test email 501
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0197528545397705e-69 3.196396581031491e-109
probs= 1.5889328004861323e-69 6.818021050058804e-110
TEST 501 44/78082 features true -158.415 -251.365 spam right
Test email 502
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.477372841036371e-72 6.484043987342838e-107
probs= 4.3090308539743334e-72 1.383068316915308e-107
TEST 502 48/78082 features true -164.325 -246.052 spam right
Test email 503
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0069298427214878e-137 3.385144082106862e-162
probs= 1.5788449800712265e-137 7.220625796639591e-163
TEST 503 70/78082 features true -314.997 -373.344 spam right
Test email 504
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.872954947888994e-191 1.871234227703389e-217
probs= 3.046840675419235e-191 3.9914053311729974e-218
TEST 504 98/78082 features true -438.680 -500.579 spam right
Test email 505
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.142122460549217e-38 1.2665705754127205e-62
probs= 5.618683799430132e-38 2.701637492604971e-63
TEST 505 14/78082 features true -85.772 -144.069 spam right
Test email 506
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 506 216/78082 features true -856.986 -782.786 ham wrong
Test email 507
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.4070639874189804e-194 1.2053788584802367e-214
probs= 4.2537191145077205e-194 2.571113509251104e-215
TEST 507 99/78082 features true -445.254 -494.111 spam right
Test email 508
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.600945371418741e-115 4.828049661688371e-131
probs= 3.619548301397456e-115 1.0298391763858632e-131
TEST 508 69/78082 features true -263.511 -301.609 spam right
Test email 509
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.492564367991253e-56 7.922413054143666e-80
probs= 4.320981977307976e-56 1.6898772602547722e-80
TEST 509 31/78082 features true -127.481 -183.682 spam right
Test email 510
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0714027835742958e-71 2.7503304653555093e-99
probs= 8.42868978512352e-72 5.866547073254783e-100
TEST 510 36/78082 features true -163.654 -228.489 spam right
Test email 511
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0809919533891313e-57 6.872743727235098e-83
probs= 8.504127462629344e-58 1.4659792743498386e-83
TEST 511 26/78082 features true -131.409 -190.732 spam right
Test email 512
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.929100683220295e-69 1.0504041402594201e-101
probs= 6.237796929266649e-69 2.240547240557535e-102
TEST 512 31/78082 features true -157.048 -234.057 spam right
Test email 513
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.979086441882526e-60 9.379192209090003e-84
probs= 4.703727262023779e-60 2.0006131371060042e-84
TEST 513 30/78082 features true -136.607 -192.724 spam right
Test email 514
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.148556971468013e-47 1.1981055827157508e-72
probs= 4.83704915958609e-47 2.555599368246377e-73
TEST 514 20/78082 features true -106.645 -167.150 spam right
Test email 515
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.998209412684109e-44 9.128763903204576e-74
probs= 5.505467887068961e-44 1.9471959400288375e-74
TEST 515 19/78082 features true -99.608 -169.725 spam right
Test email 516
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 516 231/78082 features true -1311.406 -1322.609 spam right
Test email 517
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2506115609906443e-74 1.6078658853943148e-113
probs= 9.838519230007453e-75 3.429631828961674e-114
TEST 517 46/78082 features true -170.408 -261.262 spam right
Test email 518
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.2605752886794995e-51 5.1742309231238747e-76
probs= 4.138476946237222e-51 1.1036807998442861e-76
TEST 518 24/78082 features true -116.012 -174.898 spam right
Test email 519
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.431161397795915e-69 1.3217236365530335e-101
probs= 1.1258898744151935e-69 2.8192808207393314e-102
TEST 519 44/78082 features true -158.760 -233.827 spam right
Test email 520
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2495885057978057e-45 3.3732285621838107e-74
probs= 9.830470889098044e-46 7.195209593237339e-75
TEST 520 18/78082 features true -103.633 -170.720 spam right
Test email 521
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3365814582044569e-55 8.248645813518158e-80
probs= 1.051484152969087e-55 1.759463801356511e-80
TEST 521 29/78082 features true -126.592 -183.642 spam right
Test email 522
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8081916937650957e-64 1.1808926457591239e-98
probs= 1.4224983444544319e-64 2.5188835967429098e-99
TEST 522 43/78082 features true -147.013 -227.032 spam right
Test email 523
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.700399989811421e-144 8.176591432282927e-172
probs= 3.697788916316635e-144 1.744094360313866e-172
TEST 523 91/78082 features true -330.265 -395.488 spam right
Test email 524
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0648962890457227e-49 6.744664982013577e-74
probs= 1.6244469890918713e-49 1.4386596486761166e-74
TEST 524 22/78082 features true -112.342 -170.028 spam right
Test email 525
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2761768721359455e-121 3.4047525741305997e-146
probs= 1.0039640675842265e-121 7.262451367399841e-147
TEST 525 69/78082 features true -278.609 -336.497 spam right
Test email 526
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 526 179/78082 features true -900.529 -834.330 ham wrong
Test email 527
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.3008791884581843e-44 5.782867956316188e-74
probs= 2.5967905930641073e-44 1.2335051191661209e-74
TEST 527 22/78082 features true -100.359 -170.181 spam right
Test email 528
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2170631806790505e-127 8.709034888568451e-150
probs= 9.574595246632661e-128 1.8576663342817922e-150
TEST 528 74/78082 features true -292.472 -344.768 spam right
Test email 529
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.477372841036371e-72 6.484043987342838e-107
probs= 4.3090308539743334e-72 1.383068316915308e-107
TEST 529 48/78082 features true -164.325 -246.052 spam right
Test email 530
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0096344528183246e-69 3.2060661450412933e-110
probs= 7.94276039753118e-70 6.838646554214002e-111
TEST 530 44/78082 features true -159.109 -253.664 spam right
Test email 531
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0767445258184732e-45 2.836392978009215e-75
probs= 8.470713092304091e-46 6.05012129754724e-76
TEST 531 19/78082 features true -103.782 -173.196 spam right
Test email 532
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.448154093268258e-69 2.2109590930872398e-102
probs= 6.646134507092385e-69 4.716049856561654e-103
TEST 532 46/78082 features true -156.984 -235.615 spam right
Test email 533
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0124652279150254e-128 2.9105000847891994e-151
probs= 7.965030010329783e-129 6.208194240367695e-152
TEST 533 85/78082 features true -294.958 -348.167 spam right
Test email 534
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.754867481838762e-282 6.144189277531988e-272
probs= 2.953941661704876e-282 1.3105761681249271e-272
TEST 534 170/78082 features true -648.246 -626.033 ham wrong
Test email 535
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.3153782547048724e-55 2.152603164509718e-81
probs= 4.968286903926168e-55 4.5915747048241067e-82
TEST 535 25/78082 features true -125.039 -187.288 spam right
Test email 536
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.571283496504179e-24 7.955608965083721e-57
probs= 2.8095167558128363e-24 1.6969580593304656e-57
TEST 536 2/78082 features true -54.229 -130.719 spam right
Test email 537
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.375935259986688e-50 2.1063652678684335e-79
probs= 3.44253360096427e-50 4.492947721401108e-80
TEST 537 19/78082 features true -113.893 -182.704 spam right
Test email 538
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.414259912794908e-47 1.1461513309130562e-73
probs= 5.83277342091129e-47 2.4447792076527513e-74
TEST 538 24/78082 features true -106.458 -169.497 spam right
Test email 539
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 539 262/78082 features true -1528.113 -1591.122 spam right
Test email 540
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.884615157546237e-47 3.0338853082520736e-75
probs= 4.629407019302703e-47 6.471379057867598e-76
TEST 540 24/78082 features true -106.689 -173.129 spam right
Test email 541
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.8802222251913e-155 8.362208657472215e-167
probs= 2.2658611700976792e-155 1.7836871366328068e-167
TEST 541 88/78082 features true -356.083 -383.953 spam right
Test email 542
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.3231544695748697e-29 1.5521651007541115e-61
probs= 1.8276178340367275e-29 3.310820188242441e-62
TEST 542 7/78082 features true -66.172 -141.563 spam right
Test email 543
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 543 221/78082 features true -1016.405 -979.709 ham wrong
Test email 544
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0021028835500228e-106 6.708068661727482e-122
probs= 7.883509794554486e-107 1.4308535308887935e-122
TEST 544 53/78082 features true -244.312 -280.557 spam right
Test email 545
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.9796437737426775e-62 4.2343032587384065e-80
probs= 1.5573791210680773e-62 9.031910784078836e-81
TEST 545 32/78082 features true -142.317 -184.309 spam right
Test email 546
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.731336934970477e-31 1.4209413527013275e-62
probs= 6.08221685141954e-31 3.03091553504613e-63
TEST 546 7/78082 features true -69.575 -143.954 spam right
Test email 547
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0515194507983446e-86 4.513143297609712e-110
probs= 1.6139234752816135e-86 9.626685933666273e-111
TEST 547 53/78082 features true -197.544 -253.322 spam right
Test email 548
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.256849491342292e-217 6.542429118964629e-237
probs= 9.887592818989406e-218 1.3955220611962937e-237
TEST 548 143/78082 features true -499.672 -545.379 spam right
Test email 549
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3608565737581776e-140 1.257430979272398e-152
probs= 1.0705813050053875e-140 2.6821424276798155e-153
TEST 549 90/78082 features true -322.294 -351.309 spam right
Test email 550
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1451898215967817e-38 2.1846593971460613e-69
probs= 1.6876136420071112e-38 4.659951723557383e-70
TEST 550 11/78082 features true -86.975 -159.642 spam right
Test email 551
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.268886342414333e-25 4.4592930173338074e-58
probs= 4.931711872367371e-25 9.51182148078471e-59
TEST 551 3/78082 features true -55.969 -133.600 spam right
Test email 552
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.952543080248767e-256 2.2780642636887505e-246
probs= 1.5360590963375232e-256 4.859187434809608e-247
TEST 552 139/78082 features true -589.033 -567.158 ham wrong
Test email 553
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.4742369440965933e-34 5.6915182720311704e-68
probs= 2.7331705583323302e-34 1.2140199253053989e-68
TEST 553 10/78082 features true -77.282 -156.382 spam right
Test email 554
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.929203006184311e-25 3.1955806852552967e-57
probs= 4.664484130368497e-25 6.816280717019482e-58
TEST 554 5/78082 features true -56.025 -131.631 spam right
Test email 555
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.77068045844276e-30 5.710644603431065e-63
probs= 2.966381677394388e-30 1.218099635904163e-63
TEST 555 8/78082 features true -67.990 -144.866 spam right
Test email 556
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0318217039766095e-31 1.2639847991932224e-62
probs= 8.117306758680183e-32 2.696121945253963e-63
TEST 556 7/78082 features true -71.589 -144.071 spam right
Test email 557
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.9381227883834e-29 8.866424780500244e-64
probs= 4.6715012931255486e-29 1.891238125799325e-64
TEST 557 8/78082 features true -65.233 -146.728 spam right
Test email 558
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.470465685595308e-28 1.277274699140441e-60
probs= 5.090293665957006e-28 2.7244697473167695e-61
TEST 558 5/78082 features true -62.845 -139.455 spam right
Test email 559
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.2206765271577778e-36 1.5653029641573037e-66
probs= 1.746998780241678e-36 3.338843691260598e-67
TEST 559 11/78082 features true -82.335 -153.068 spam right
Test email 560
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.861702817387538e-228 1.7498361826861933e-270
probs= 2.251292014055228e-228 3.732459231907641e-271
TEST 560 142/78082 features true -524.178 -622.683 spam right
Test email 561
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.574140859378568e-56 2.025720005172132e-80
probs= 1.2383713375773246e-56 4.3209286728531745e-81
TEST 561 26/78082 features true -128.731 -185.046 spam right
Test email 562
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.352610105139761e-33 3.010221580937878e-67
probs= 4.2108804278472296e-33 6.420903534301942e-68
TEST 562 7/78082 features true -74.548 -154.716 spam right
Test email 563
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.184494148783018e-23 2.77899204323978e-55
probs= 5.65201746453442e-23 5.9276831796135865e-56
TEST 563 2/78082 features true -51.227 -127.165 spam right
Test email 564
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.013e-321 3.365362e-316
probs= 7.95e-322 7.17843e-317
TEST 564 169/78082 features true -739.363 -727.948 ham wrong
Test email 565
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.205615345350771e-46 7.7887155392638e-75
probs= 3.308543495029912e-46 1.6613591321788965e-75
TEST 565 16/78082 features true -104.722 -172.186 spam right
Test email 566
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.9108829799520104e-107 4.3344071804129647e-128
probs= 2.2899818830935547e-107 9.245435804478629e-129
TEST 566 70/78082 features true -245.548 -294.809 spam right
Test email 567
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.697082015333415e-25 4.734148028756637e-61
probs= 1.335088732870151e-25 1.0098096433247043e-61
TEST 567 3/78082 features true -57.276 -140.448 spam right
Test email 568
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4120529618905468e-45 1.9688914581619306e-70
probs= 1.8975539799551005e-45 4.199711477196316e-71
TEST 568 21/78082 features true -102.976 -162.049 spam right
Test email 569
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.666818757191628e-24 9.05889931872734e-56
probs= 1.3112807291319801e-24 1.9322935899748377e-56
TEST 569 4/78082 features true -54.991 -128.286 spam right
Test email 570
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.499415335182253e-28 3.980003933930246e-64
probs= 4.326371610232799e-28 8.489481800189025e-65
TEST 570 7/78082 features true -63.008 -147.529 spam right
Test email 571
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 571 415/78082 features true -2021.101 -1887.263 ham wrong
Test email 572
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5607594124195236e-44 6.520303796918967e-82
probs= 2.0145408461245262e-44 1.3908026558402168e-82
TEST 572 15/78082 features true -100.613 -188.482 spam right
Test email 573
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0266062912907655e-27 5.608273892675825e-59
probs= 8.076277281900474e-28 1.1962636201550327e-59
TEST 573 5/78082 features true -62.383 -135.673 spam right
Test email 574
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.3397315724491298e-298
probs= 0.0 2.857692351628929e-299
TEST 574 188/78082 features true -745.659 -687.423 ham wrong
Test email 575
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.419481770077671e-24 3.7560441023924335e-54
probs= 5.050184790516576e-24 8.011767972419984e-55
TEST 575 6/78082 features true -53.643 -124.561 spam right
Test email 576
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.640803597629697e-33 5.910775421609248e-65
probs= 6.0109945783998936e-33 1.2607882102569743e-65
TEST 576 7/78082 features true -74.192 -149.436 spam right
Test email 577
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0999853990688435e-290 1.710819818675218e-304
probs= 1.6520514743289068e-290 3.649236019649748e-305
TEST 577 159/78082 features true -667.248 -700.994 spam right
Test email 578
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.705651042008416e-96 7.40488290162256e-136
probs= 1.3418299574321295e-96 1.57948634396896e-136
TEST 578 63/78082 features true -220.754 -312.694 spam right
Test email 579
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.686696549138452e-148 1.7808444670008513e-177
probs= 1.3269185214264954e-148 3.798600941743697e-178
TEST 579 104/78082 features true -340.500 -408.526 spam right
Test email 580
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.3397315724491298e-298
probs= 0.0 2.857692351628929e-299
TEST 580 188/78082 features true -745.659 -687.423 ham wrong
Test email 581
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.268886342414333e-25 4.4592930173338074e-58
probs= 4.931711872367371e-25 9.51182148078471e-59
TEST 581 3/78082 features true -55.969 -133.600 spam right
Test email 582
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 582 256/78082 features true -1073.458 -1018.254 ham wrong
Test email 583
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.220153932332182e-30 1.6152101154040812e-66
probs= 4.893374248706027e-30 3.445297317749959e-67
TEST 583 8/78082 features true -67.490 -153.036 spam right
Test email 584
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.549164413316929e-34 6.540665439235984e-66
probs= 7.512295635305124e-34 1.3951458623983465e-66
TEST 584 13/78082 features true -76.271 -151.638 spam right
Test email 585
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.77796222633488e-32 1.4295904599736351e-64
probs= 5.332200163833182e-32 3.0493643707746992e-65
TEST 585 12/78082 features true -72.009 -148.553 spam right
Test email 586
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4155024286107015e-33 6.500194707325495e-67
probs= 1.1135710158458084e-33 1.3865133196245721e-67
TEST 586 6/78082 features true -75.878 -153.946 spam right
Test email 587
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.255111487530503e-65 8.21404070400573e-99
probs= 2.5607852961569256e-65 1.7520824155017191e-99
TEST 587 38/78082 features true -148.728 -227.395 spam right
Test email 588
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 588 256/78082 features true -1184.510 -1140.144 ham wrong
Test email 589
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7009763045870514e-23 1.2222571975014375e-57
probs= 1.3381523571723894e-23 2.6071155721426363e-58
TEST 589 1/78082 features true -52.668 -132.592 spam right
Test email 590
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 590 716/78082 features true -3227.662 -3108.181 ham wrong
Test email 591
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.608537461309992e-31 3.6429954012845456e-63
probs= 5.1989142690972925e-31 7.770631303581897e-64
TEST 591 6/78082 features true -69.732 -145.315 spam right
Test email 592
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.367667931108609e-29 2.8930077135415952e-61
probs= 2.649333073032365e-29 6.170882426154979e-62
TEST 592 5/78082 features true -65.801 -140.940 spam right
Test email 593
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.4724366314322476e-181 1.411926787240061e-191
probs= 2.73175425839391e-181 3.01168716475041e-192
TEST 593 100/78082 features true -415.763 -440.994 spam right
Test email 594
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.3094941557958025e-105 9.785063714505392e-125
probs= 1.816871310975896e-105 2.0871868896861105e-125
TEST 594 57/78082 features true -241.174 -287.087 spam right
Test email 595
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.63868196280671e-133 4.54318561893085e-150
probs= 6.796022143411816e-133 9.690767212058221e-151
TEST 595 79/78082 features true -304.327 -345.419 spam right
Test email 596
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 596 201/78082 features true -949.252 -894.262 ham wrong
Test email 597
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.3000430682336836e-29 2.3102020270785885e-63
probs= 1.8094361720706762e-29 4.927738361372986e-64
TEST 597 7/78082 features true -66.182 -145.771 spam right
Test email 598
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.673393387142856e-73 4.487965511344012e-89
probs= 2.103149616492032e-73 9.572980871606038e-90
TEST 598 34/78082 features true -167.345 -204.974 spam right
Test email 599
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.5752430681770805e-27 1.2490077955441e-59
probs= 3.599328385590964e-27 2.664175494443541e-60
TEST 599 5/78082 features true -60.889 -137.175 spam right
Test email 600
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6497017573148602e-30 2.8872486173078684e-63
probs= 2.084511490720324e-30 6.158598080844426e-64
TEST 600 6/78082 features true -68.343 -145.548 spam right
Test email 601
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.30546231876066e-94 2.577654910883625e-120
probs= 1.8136994782950045e-94 5.498224327508396e-121
TEST 601 47/78082 features true -215.848 -276.908 spam right
Test email 602
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.760800298928137e-27 5.732342401298654e-63
probs= 2.1719123410068972e-27 1.2227278489200024e-63
TEST 602 4/78082 features true -61.394 -144.862 spam right
Test email 603
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.167976668157496e-39 1.9938619896352392e-75
probs= 1.7055399778152682e-39 4.2529744578372326e-76
TEST 603 16/78082 features true -89.267 -173.549 spam right
Test email 604
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4822378846012547e-108 9.713285937873603e-119
probs= 1.95276822339284e-108 2.0718764493325538e-119
TEST 604 68/78082 features true -248.010 -273.279 spam right
Test email 605
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.456031300204358e-222 4.13052851722858e-235
probs= 7.439028127400218e-222 8.810555781925104e-236
TEST 605 137/78082 features true -509.167 -541.234 spam right
Test email 606
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.375339129763282e-82 9.160874938858458e-102
probs= 2.655367979300257e-82 1.9540453315695055e-102
TEST 606 52/78082 features true -187.835 -234.194 spam right
Test email 607
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.622415559301565e-291 1.571409951922917e-269
probs= 5.996528770283572e-291 3.3518701008699363e-270
TEST 607 150/78082 features true -668.261 -620.488 ham wrong
Test email 608
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.595631859135114e-104 5.022447291390574e-133
probs= 2.8286715310792587e-104 1.071304842419189e-133
TEST 608 69/78082 features true -238.429 -306.175 spam right
Test email 609
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.18272889149175e-30 5.062276496647753e-62
probs= 3.290538798494059e-30 1.0798005454074247e-62
TEST 609 6/78082 features true -67.887 -142.683 spam right
Test email 610
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.520389368048901e-157 1.0873787159527662e-207
probs= 4.342871811584358e-157 2.3194152498934965e-208
TEST 610 95/78082 features true -360.037 -478.096 spam right
Test email 611
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.351410222961333e-29 5.43322782968158e-62
probs= 2.6365431885284886e-29 1.1589257081666664e-62
TEST 611 7/78082 features true -65.805 -142.613 spam right
Test email 612
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.426982094178582e-127 6.10048132697677e-150
probs= 6.62947856637675e-127 1.3012531157631253e-150
TEST 612 76/78082 features true -290.537 -345.124 spam right
Test email 613
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.9381227883834e-29 8.866424780500244e-64
probs= 4.6715012931255486e-29 1.891238125799325e-64
TEST 613 8/78082 features true -65.233 -146.728 spam right
Test email 614
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.4464816584697997e-61 2.0643428483946973e-84
probs= 2.7113355681650196e-61 4.403312492078633e-85
TEST 614 28/78082 features true -139.460 -194.237 spam right
Test email 615
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.348522192352749e-105 2.433924362702587e-121
probs= 4.207664480560308e-105 5.191642250412514e-122
TEST 615 50/78082 features true -240.335 -279.268 spam right
Test email 616
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.383141697919224e-26 9.23440355758649e-58
probs= 6.594989473591843e-26 1.9697292324109864e-58
TEST 616 4/78082 features true -57.981 -132.872 spam right
Test email 617
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3854258841307895e-23 6.000516677586701e-56
probs= 1.0899098991195732e-23 1.279930320968266e-56
TEST 617 3/78082 features true -52.873 -128.698 spam right
Test email 618
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.956961582826932e-32 3.761926963663875e-64
probs= 4.686321709566928e-32 8.024316312704567e-65
TEST 618 6/78082 features true -72.138 -147.586 spam right
Test email 619
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.189689036686315e-248 1.2134516833373585e-252
probs= 7.229497561465718e-248 2.588333115271184e-253
TEST 619 153/78082 features true -569.063 -581.603 spam right
Test email 620
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.14813337544189e-32 2.645684372536861e-62
probs= 9.032326779348321e-33 5.643333449551772e-63
TEST 620 14/78082 features true -73.784 -143.332 spam right
Test email 621
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.673393387142856e-73 4.487965511344012e-89
probs= 2.103149616492032e-73 9.572980871606038e-90
TEST 621 34/78082 features true -167.345 -204.974 spam right
Test email 622
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.404715396407264e-181 9.837099144504568e-190
probs= 1.1050848937693292e-181 2.0982862213268905e-190
TEST 622 100/78082 features true -416.668 -436.750 spam right
Test email 623
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.1983424432657114e-158 1.224750226950442e-208
probs= 5.662911871384687e-158 2.612433287523324e-209
TEST 623 96/78082 features true -362.075 -480.280 spam right
Test email 624
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 624 240/78082 features true -1135.908 -1037.838 ham wrong
Test email 625
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.087488307217291e-23 1.017612612574528e-55
probs= 2.4289167020748277e-23 2.170601812838728e-56
TEST 625 2/78082 features true -52.072 -128.170 spam right
Test email 626
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0266062912907655e-27 5.608273892675825e-59
probs= 8.076277281900474e-28 1.1962636201550327e-59
TEST 626 5/78082 features true -62.383 -135.673 spam right
Test email 627
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.423027006097673e-36 7.564910950347081e-73
probs= 1.1194905757325416e-36 1.6136208631734426e-73
TEST 627 9/78082 features true -82.780 -167.610 spam right
Test email 628
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 628 940/78082 features true -5391.722 -4802.217 ham wrong
Test email 629
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.622584248516791e-211 9.641160866999822e-225
probs= 6.783358125539225e-211 2.056491929953055e-225
TEST 629 118/78082 features true -483.931 -517.361 spam right
Test email 630
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1458512543002494e-23 9.177297643170585e-57
probs= 9.014373408823382e-24 1.9575483494479325e-57
TEST 630 2/78082 features true -53.063 -130.576 spam right
Test email 631
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.628092727324244e-30 1.0628817098292703e-61
probs= 4.427601683306276e-30 2.267162314696226e-62
TEST 631 7/78082 features true -67.590 -141.942 spam right
Test email 632
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.9108829799520104e-107 4.3344071804129647e-128
probs= 2.2899818830935547e-107 9.245435804478629e-129
TEST 632 70/78082 features true -245.548 -294.809 spam right
Test email 633
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.25789497333879e-229 6.843034781933375e-271
probs= 7.283154943204976e-229 1.4596422567330562e-271
TEST 633 143/78082 features true -525.306 -623.622 spam right
Test email 634
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 634 228/78082 features true -871.089 -783.342 ham wrong
Test email 635
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.8541701963729195e-123 8.331570313651009e-136
probs= 2.2453661263522566e-123 1.777151875196489e-136
TEST 635 66/78082 features true -282.409 -312.577 spam right
Test email 636
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8718104847279358e-141 6.880207702982152e-155
probs= 1.4725470340556955e-141 1.4675713653958164e-155
TEST 636 86/78082 features true -324.278 -356.517 spam right
Test email 637
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.5e-323
probs= 0.0 5e-324
TEST 637 188/78082 features true -842.521 -745.570 ham wrong
Test email 638
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.445503333018594e-49 3.698415725739552e-72
probs= 7.430745810904761e-49 7.888844713325122e-73
TEST 638 25/78082 features true -110.821 -166.023 spam right
Test email 639
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.458519831238377e-162 2.8185628544467e-214
probs= 6.654289198407685e-162 6.012089046325414e-215
TEST 639 96/78082 features true -371.124 -493.262 spam right
Test email 640
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 640 665/78082 features true -3030.269 -2847.989 ham wrong
Test email 641
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.140560156277054e-99 1.332446322345233e-129
probs= 5.617454739896042e-99 2.842152668956861e-130
TEST 641 53/78082 features true -226.230 -298.292 spam right
Test email 642
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.879352598140298e-30 3.098254144093143e-60
probs= 1.4784803893961537e-30 6.608679942350013e-61
TEST 642 7/78082 features true -68.687 -138.569 spam right
Test email 643
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.867137949950366e-142 5.981502961901377e-157
probs= 4.615657758670361e-142 1.2758746316789057e-157
TEST 643 85/78082 features true -325.438 -361.262 spam right
Test email 644
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 644 233/78082 features true -997.893 -959.471 ham wrong
Test email 645
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 645 235/78082 features true -1011.097 -972.058 ham wrong
Test email 646
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.097069796738727e-24 4.466780365535133e-58
probs= 8.630611317333791e-25 9.52779224547289e-59
TEST 646 3/78082 features true -55.409 -133.598 spam right
Test email 647
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.480300547683412e-154 9.871907009667195e-169
probs= 6.67142401502637e-154 2.1057108556415042e-169
TEST 647 91/78082 features true -352.700 -388.392 spam right
Test email 648
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.103217187686829e-116 2.0840925635965323e-134
probs= 2.4412905596172492e-116 4.4454392966115436e-135
TEST 648 57/78082 features true -266.207 -309.357 spam right
Test email 649
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8358568521150344e-49 4.257547856532788e-71
probs= 1.444262431795146e-49 9.081492290329571e-72
TEST 649 23/78082 features true -112.459 -163.580 spam right
Test email 650
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 650 242/78082 features true -1160.664 -1141.752 ham wrong
Test email 651
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.833165022119037e-158 7.215917043728415e-161
probs= 1.4421447781602676e-158 1.539179293069508e-161
TEST 651 75/78082 features true -363.442 -370.285 spam right
Test email 652
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 652 663/78082 features true -3440.203 -3164.071 ham wrong
Test email 653
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.533965841884732e-209 4.633947365607099e-221
probs= 3.566855730027397e-209 9.884365060038361e-222
TEST 653 118/78082 features true -479.969 -508.883 spam right
Test email 654
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0914565497209346e-81 1.6694514638404534e-100
probs= 8.58645209119999e-82 3.560995932126345e-101
TEST 654 50/78082 features true -186.662 -231.291 spam right
Test email 655
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.787718070189949e-24 1.7779775347567894e-56
probs= 4.553178405477048e-24 3.792485679167988e-57
TEST 655 3/78082 features true -53.746 -129.914 spam right
Test email 656
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 656 201/78082 features true -827.151 -788.453 ham wrong
Test email 657
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 657 194/78082 features true -889.509 -859.947 ham wrong
Test email 658
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.762909216693915e-32 1.6841564085452864e-63
probs= 7.680447955652527e-32 3.592362072089224e-64
TEST 658 8/78082 features true -71.644 -146.087 spam right
Test email 659
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5179583717191937e-180 5.140981876700845e-192
probs= 1.1941727628585238e-180 1.0965886667919648e-192
TEST 659 105/78082 features true -414.288 -442.004 spam right
Test email 660
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 660 201/78082 features true -827.151 -788.453 ham wrong
Test email 661
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3142861651582073e-22 1.0226131659532854e-55
probs= 1.0339445206630797e-22 2.181268160813393e-56
TEST 661 1/78082 features true -50.623 -128.165 spam right
Test email 662
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5304920912014675e-29 1.1276298497587649e-63
probs= 1.2040329979623949e-29 2.4052722675134664e-64
TEST 662 3/78082 features true -66.589 -146.488 spam right
Test email 663
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.838882692250211e-30 7.568861710618107e-66
probs= 1.4466428500869203e-30 1.6144635735821398e-66
TEST 663 7/78082 features true -68.708 -151.492 spam right
Test email 664
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0414642030464205e-102 3.2843746332398523e-140
probs= 1.6060130455802098e-102 7.00568118442993e-141
TEST 664 66/78082 features true -234.390 -322.718 spam right
Test email 665
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.820708317148071e-26 1.3258174892868487e-58
probs= 4.579131722176206e-26 2.828013145845869e-59
TEST 665 3/78082 features true -58.346 -134.813 spam right
Test email 666
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.086299130356705e-132 1.317719350515165e-150
probs= 5.574767772686622e-132 2.8107395443975097e-151
TEST 666 89/78082 features true -302.223 -346.657 spam right
Test email 667
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0486655931584858e-125 1.5346272011804084e-150
probs= 1.6116783550424235e-125 3.2734112605840536e-151
TEST 667 72/78082 features true -287.346 -346.505 spam right
Test email 668
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.1782728442191445e-124 5.299237455796773e-150
probs= 2.500336593025823e-124 1.1303451122833778e-150
TEST 668 71/78082 features true -284.604 -345.265 spam right
Test email 669
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 669 232/78082 features true -993.344 -956.490 ham wrong
Test email 670
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 670 233/78082 features true -1003.656 -963.416 ham wrong
Test email 671
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.078688857611816e-47 1.4224385721611414e-73
probs= 8.486009085348618e-48 3.0341091543404776e-74
TEST 671 24/78082 features true -108.386 -169.281 spam right
Test email 672
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 672 232/78082 features true -993.344 -956.490 ham wrong
Test email 673
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.632571202708879e-142 1.6097608781779903e-179
probs= 1.2843382928176738e-142 3.433673912089119e-180
TEST 673 60/78082 features true -326.717 -413.232 spam right
Test email 674
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7090315000242194e-225 1.2154581906962023e-227
probs= 1.344489352421919e-225 2.5926130627254138e-228
TEST 674 131/78082 features true -517.786 -524.037 spam right
Test email 675
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.1901956915825704e-27 2.5692968085965135e-62
probs= 2.5097162570814302e-27 5.480396215167692e-63
TEST 675 5/78082 features true -61.250 -143.362 spam right
Test email 676
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.716341197881331e-86 1.9709206974801417e-125
probs= 4.4970264592860296e-86 4.2040399126818476e-126
TEST 676 48/78082 features true -196.519 -288.690 spam right
Test email 677
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.033720840764247e-63 9.890467381953871e-92
probs= 5.533404608505848e-63 2.109669845264333e-92
TEST 677 29/78082 features true -143.352 -211.091 spam right
Test email 678
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4822255055016636e-117 3.1237916880991195e-122
probs= 1.952758484796686e-117 6.663152379729283e-123
TEST 678 71/78082 features true -268.733 -281.321 spam right
Test email 679
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.75248278633864e-133 8.530475502121624e-157
probs= 2.165368981732913e-133 1.8195790186243845e-157
TEST 679 80/78082 features true -305.471 -360.907 spam right
Test email 680
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.795832282018115e-29 1.9234899599649444e-63
probs= 2.986168532692597e-29 4.102868559690952e-64
TEST 680 3/78082 features true -65.681 -145.954 spam right
Test email 681
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.076386076729061e-115 4.110880890328974e-141
probs= 3.9935759105952e-115 8.768646735162832e-142
TEST 681 82/78082 features true -263.413 -324.796 spam right
Test email 682
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1365009735903814e-26 4.500881629804119e-60
probs= 1.68077815440536e-26 9.600531385227737e-61
TEST 682 3/78082 features true -59.348 -138.196 spam right
Test email 683
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.033720840764247e-63 9.890467381953871e-92
probs= 5.533404608505848e-63 2.109669845264333e-92
TEST 683 29/78082 features true -143.352 -211.091 spam right
Test email 684
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.61025342313727e-63 1.1088211824007277e-84
probs= 4.4135675624994554e-63 2.3651527495751547e-85
TEST 684 32/78082 features true -143.578 -194.859 spam right
Test email 685
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.973759337870473e-32 7.99541641899247e-65
probs= 6.272929743184824e-32 1.705449122683171e-65
TEST 685 6/78082 features true -71.846 -149.134 spam right
Test email 686
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.187281562715024e-78 1.5799437156685258e-93
probs= 4.867513665715883e-78 3.370072904989759e-94
TEST 686 50/78082 features true -178.019 -215.228 spam right
Test email 687
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.6e-322 0.0
probs= 2.8e-322 0.0
TEST 687 179/78082 features true -740.405 -791.655 spam right
Test email 688
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.24112147295721e-73 2.517266028261507e-94
probs= 4.9098693426328645e-73 5.36941281664942e-95
TEST 688 39/78082 features true -166.497 -217.065 spam right
Test email 689
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7090315000242194e-225 1.2154581906962023e-227
probs= 1.344489352421919e-225 2.5926130627254138e-228
TEST 689 131/78082 features true -517.786 -524.037 spam right
Test email 690
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0729658289946066e-257 4.639699044781899e-262
probs= 1.6307952691206852e-257 9.896633584513605e-263
TEST 690 156/78082 features true -591.275 -603.288 spam right
Test email 691
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.273726257508216e-26 3.423146981323998e-58
probs= 2.5754294733019717e-26 7.301687254521041e-59
TEST 691 6/78082 features true -58.921 -133.864 spam right
Test email 692
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.726833700460579e-79 4.471319861636808e-106
probs= 2.93188757986346e-79 9.537475142820968e-107
TEST 692 48/78082 features true -180.829 -244.121 spam right
Test email 693
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.537775474030615e-28 9.292239202875216e-61
probs= 3.569852754866735e-28 1.9820657694152592e-61
TEST 693 7/78082 features true -63.200 -139.774 spam right
Test email 694
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 694 264/78082 features true -1122.067 -1069.080 ham wrong
Test email 695
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.683274589968171e-139 4.598527877522619e-155
probs= 7.61779966174142e-139 9.808814104698405e-156
TEST 695 79/78082 features true -318.029 -356.920 spam right
Test email 696
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.82483601234261e-138 4.956811959238762e-156
probs= 7.729165558211694e-138 1.05730460606259e-156
TEST 696 79/78082 features true -315.712 -359.148 spam right
Test email 697
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0797919944700245e-28 2.427141490809318e-62
probs= 8.494687426035167e-29 5.177174157303355e-63
TEST 697 6/78082 features true -64.636 -143.419 spam right
Test email 698
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 698 285/78082 features true -1312.705 -1228.882 ham wrong
Test email 699
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.197572159884522e-85 1.5592126622992668e-124
probs= 5.662305892030683e-85 3.32585287325143e-125
TEST 699 47/78082 features true -193.986 -286.621 spam right
Test email 700
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 700 285/78082 features true -1312.705 -1228.882 ham wrong
Test email 701
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 701 191/78082 features true -887.652 -766.788 ham wrong
Test email 702
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.036187704142805e-29 7.884621301645423e-61
probs= 4.7486486336413936e-29 1.6818161527695277e-61
TEST 702 5/78082 features true -65.217 -139.938 spam right
Test email 703
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.812713004282563e-156 1.548093880297517e-160
probs= 4.572841836345076e-156 3.3021361385418454e-161
TEST 703 89/78082 features true -357.683 -369.522 spam right
Test email 704
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 704 747/78082 features true -3315.218 -3215.557 ham wrong
Test email 705
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.158406920134073e-111 4.6064906340514045e-132
probs= 4.8447980811848036e-111 9.825798931284672e-133
TEST 705 71/78082 features true -254.009 -303.959 spam right
Test email 706
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1969743033391615e-274 2.7510394130114007e-261
probs= 1.72835232021306e-274 5.868059282368615e-262
TEST 706 155/78082 features true -630.361 -601.508 ham wrong
Test email 707
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 707 209/78082 features true -884.471 -937.044 spam right
Test email 708
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.7966327806323357e-69 1.1438430502223767e-88
probs= 2.986798282269145e-69 2.4398555675663205e-89
TEST 708 26/78082 features true -157.784 -204.038 spam right
Test email 709
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.634428923784259e-80 3.5717456409034315e-112
probs= 6.792676291868975e-80 7.61865317640804e-113
TEST 709 50/78082 features true -182.291 -258.162 spam right
Test email 710
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.0273637388390144e-84 1.2564662324723276e-115
probs= 2.38161690566826e-84 2.680084590417102e-116
TEST 710 52/78082 features true -192.549 -266.114 spam right
Test email 711
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7158446247558834e-23 1.0175984946122866e-55
probs= 1.3498492148108305e-23 2.170571698752035e-56
TEST 711 3/78082 features true -52.659 -128.170 spam right
Test email 712
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3589999607068495e-23 1.605332035292147e-57
probs= 1.0691207137412459e-23 3.424227041759487e-58
TEST 712 1/78082 features true -52.893 -132.319 spam right
Test email 713
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.00572511864044e-99 6.380592578462862e-121
probs= 3.15129052370584e-99 1.361001784633688e-121
TEST 713 65/78082 features true -226.808 -278.305 spam right
Test email 714
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.7597615891464437e-118 7.807775150409894e-129
probs= 2.171095191503378e-118 1.6654246111238802e-129
TEST 714 66/78082 features true -270.930 -296.523 spam right
Test email 715
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.6449725677777315e-240 1.0675174701573739e-253
probs= 3.6541843491945927e-240 2.2770505468660397e-254
TEST 715 153/78082 features true -551.325 -584.034 spam right
Test email 716
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8087789097991727e-209 6.278791127370523e-222
probs= 1.4229603053401013e-209 1.3392871938788035e-222
TEST 716 125/78082 features true -480.888 -510.882 spam right
Test email 717
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4267310891989693e-79 2.635051866295666e-98
probs= 1.1224045654923023e-79 5.62065395733934e-99
TEST 717 48/78082 features true -181.789 -226.229 spam right
Test email 718
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 718 508/78082 features true -2115.951 -2014.185 ham wrong
Test email 719
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1969743033391615e-274 2.7510394130114007e-261
probs= 1.72835232021306e-274 5.868059282368615e-262
TEST 719 155/78082 features true -630.361 -601.508 ham wrong
Test email 720
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.795524921010968e-109 7.250549870198632e-129
probs= 1.4125334367875857e-109 1.5465665910443037e-129
TEST 720 69/78082 features true -250.636 -296.597 spam right
Test email 721
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.579272846086873e-117 1.311435776691252e-116
probs= 5.96258854241128e-117 2.797336470806681e-117
TEST 721 73/78082 features true -267.617 -268.374 spam right
Test email 722
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.006952285302811e-90 2.777029789905845e-115
probs= 1.5788626355747261e-90 5.923497627477875e-116
TEST 722 59/78082 features true -206.776 -265.321 spam right
Test email 723
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.064230990043053e-25 1.893019653869823e-58
probs= 3.984013544642979e-25 4.037874375430115e-59
TEST 723 3/78082 features true -56.182 -134.457 spam right
Test email 724
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.3338486174490224e-75 3.057444683302045e-100
probs= 3.409424180353663e-75 6.521631994555792e-101
TEST 724 51/78082 features true -171.467 -230.686 spam right
Test email 725
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.7565158122205816e-25 2.2877502492024225e-57
probs= 2.1685417496755963e-25 4.879847966583005e-58
TEST 725 4/78082 features true -56.791 -131.965 spam right
Test email 726
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.521719465082965e-27 2.862221810734742e-58
probs= 1.1971316024006759e-27 6.105215063529264e-59
TEST 726 3/78082 features true -61.990 -134.043 spam right
Test email 727
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.825873845800154e-29 5.345078469336907e-60
probs= 2.2231054822055912e-29 1.1401231541298562e-60
TEST 727 6/78082 features true -65.976 -138.024 spam right
Test email 728
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.638486242380758e-23 1.981174967300433e-55
probs= 5.222474874777814e-23 4.225912613930066e-56
TEST 728 2/78082 features true -51.306 -127.504 spam right
Test email 729
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.298593871062581e-26 4.1461034053793665e-58
probs= 5.741779333591249e-26 8.843777540418572e-59
TEST 729 5/78082 features true -58.119 -133.673 spam right
Test email 730
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.3970257217389765e-23 5.252487212993205e-56
probs= 2.672428748514415e-23 1.1203731287872865e-56
TEST 730 2/78082 features true -51.976 -128.831 spam right
Test email 731
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1555355292683462e-114 1.918897880171566e-136
probs= 9.090559275382001e-115 4.093073499565872e-137
TEST 731 71/78082 features true -262.590 -314.045 spam right
Test email 732
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.009816696129814e-40 3.5352726554902575e-70
probs= 1.5811160579708689e-40 7.540855075952915e-71
TEST 732 13/78082 features true -91.645 -161.463 spam right
Test email 733
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 733 246/78082 features true -1073.778 -1029.126 ham wrong
Test email 734
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.0153445888181115e-91 1.5905564245365883e-113
probs= 2.3721614806348204e-91 3.392710168741695e-114
TEST 734 61/78082 features true -208.671 -261.273 spam right
Test email 735
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 735 246/78082 features true -1073.778 -1029.126 ham wrong
Test email 736
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0544195228225593e-29 1.9003549240745335e-62
probs= 1.6162049522220667e-29 4.053520752653884e-63
TEST 736 5/78082 features true -66.295 -143.663 spam right
Test email 737
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.068909202767182e-253 7.038866950081089e-257
probs= 7.13448047097367e-253 1.50141391462536e-257
TEST 737 144/78082 features true -580.589 -591.358 spam right
Test email 738
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0545659540252828e-30 9.996537917123617e-61
probs= 8.296235011429355e-31 2.1322950459628316e-61
TEST 738 6/78082 features true -69.264 -139.700 spam right
Test email 739
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.263508081341599e-69 1.3730255615540467e-104
probs= 3.354087516378341e-69 2.9287095463990778e-105
TEST 739 45/78082 features true -157.668 -240.697 spam right
Test email 740
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.041570133469532e-129 2.912610430818877e-153
probs= 6.326276268781868e-129 6.212695679187471e-154
TEST 740 90/78082 features true -295.189 -352.772 spam right
Test email 741
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2257997271722259e-200 6.690576408472554e-230
probs= 9.643325365046785e-201 1.427122374635755e-230
TEST 741 117/78082 features true -460.553 -529.239 spam right
Test email 742
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7366786748188083e-86 3.781932104354151e-111
probs= 1.3662392921599201e-86 8.066987948366146e-112
TEST 742 57/78082 features true -197.710 -255.802 spam right
Test email 743
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1540053136763844e-27 1.221367753163255e-59
probs= 9.078521120612628e-28 2.605218357555256e-60
TEST 743 5/78082 features true -62.266 -137.198 spam right
Test email 744
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 744 1149/78082 features true -6880.469 -5947.922 ham wrong
Test email 745
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.70261077292117e-162 2.4338178506518143e-195
probs= 4.486224779994043e-162 5.191415056637949e-196
TEST 745 106/78082 features true -371.518 -449.660 spam right
Test email 746
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4998512011278482e-203 5.484157055283556e-209
probs= 1.1799279124492679e-203 1.1697890827015439e-209
TEST 746 122/78082 features true -467.259 -481.083 spam right
Test email 747
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.26223817686684e-112 1.181926628741183e-130
probs= 7.286571726862142e-112 2.5210891171025913e-131
TEST 747 77/78082 features true -255.903 -300.714 spam right
Test email 748
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.750742097652003e-208 5.494820852768785e-221
probs= 2.9506962357933763e-208 1.1720637064500273e-221
TEST 748 139/78082 features true -477.856 -508.713 spam right
Test email 749
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.548160462367097e-301 1.0686596484208503e-305
probs= 2.7913259423652465e-301 2.2794868513876737e-306
TEST 749 158/78082 features true -692.052 -703.767 spam right
Test email 750
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1241250007332515e-160 1.2430064893389757e-198
probs= 8.843453700272466e-161 2.651374507145156e-199
TEST 750 97/78082 features true -368.537 -457.239 spam right
Test email 751
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7513831226157763e-31 1.107229866855248e-67
probs= 1.3778072319527135e-31 2.3617584201759953e-68
TEST 751 8/78082 features true -71.060 -155.716 spam right
Test email 752
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.908487336567937e-29 4.955373167644523e-59
probs= 5.434883830535379e-29 1.0569977069927319e-59
TEST 752 8/78082 features true -65.082 -135.797 spam right
Test email 753
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 753 245/78082 features true -1133.465 -1057.687 ham wrong
Test email 754
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 754 272/78082 features true -1368.152 -1360.544 ham wrong
Test email 755
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 755 366/78082 features true -1574.645 -1601.186 spam right
Test email 756
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0103749325065318e-164 3.775537747845577e-182
probs= 7.948585726417541e-165 8.053348571595517e-183
TEST 756 84/78082 features true -377.854 -419.287 spam right
Test email 757
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4549904750722514e-307 5.704488571287818e-302
probs= 1.1446361296337892e-307 1.2167865336130843e-302
TEST 757 169/78082 features true -706.759 -695.184 ham wrong
Test email 758
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.345984349355189e-281 3.932056356959348e-280
probs= 1.0588813759190223e-281 8.387208011314741e-281
TEST 758 124/78082 features true -646.969 -644.900 ham wrong
Test email 759
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 759 354/78082 features true -1485.378 -1352.930 ham wrong
Test email 760
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0295410997543429e-70 1.2590350462545496e-105
probs= 8.099365321709113e-71 2.6855639563208216e-106
TEST 760 44/78082 features true -161.392 -243.086 spam right
Test email 761
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4203396625673163e-42 1.0567759498976256e-68
probs= 1.117376451585144e-42 2.2541385240979e-69
TEST 761 18/78082 features true -96.598 -158.066 spam right
Test email 762
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.731410921206397e-124 1.5046691537382232e-146
probs= 5.295578408127859e-124 3.209509741200759e-147
TEST 762 89/78082 features true -283.854 -337.314 spam right
Test email 763
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 763 300/78082 features true -1322.727 -1206.601 ham wrong
Test email 764
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.98164056909904e-62 5.3653270375126914e-80
probs= 3.919039937328137e-62 1.1444422415946381e-80
TEST 764 35/78082 features true -141.394 -184.072 spam right
Test email 765
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.692084400876662e-27 1.0686310027356368e-58
probs= 2.1178537743444285e-27 2.279425749180914e-59
TEST 765 5/78082 features true -61.419 -135.029 spam right
Test email 766
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 766 746/78082 features true -3302.480 -3197.964 ham wrong
Test email 767
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 5.92276580496e-312
probs= 0.0 1.26334579922e-312
TEST 767 189/78082 features true -818.853 -718.173 ham wrong
Test email 768
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5614291971095832e-33 2.8716970488546535e-62
probs= 1.2283711154796094e-33 6.125426064047551e-63
TEST 768 9/78082 features true -75.780 -143.250 spam right
Test email 769
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.694737636642908e-131 4.28438397747816e-124
probs= 2.1199410660281287e-131 9.138734635848672e-125
TEST 769 82/78082 features true -300.887 -285.611 ham wrong
Test email 770
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.31860058338234e-231 7.7116385338713e-243
probs= 4.1841252510800575e-231 1.6449183485677475e-243
TEST 770 151/78082 features true -530.466 -559.030 spam right
Test email 771
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1491021241169662e-126 2.5956383328798615e-179
probs= 9.03994789270284e-127 5.53658356942789e-180
TEST 771 73/78082 features true -290.227 -412.754 spam right
Test email 772
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.953325302715907e-45 1.2661430797361694e-76
probs= 3.896764412176861e-45 2.700725629997299e-77
TEST 772 23/78082 features true -102.256 -176.306 spam right
Test email 773
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.636032542396757e-94 2.2092767245986914e-121
probs= 2.0737579651632492e-94 4.7124613081828487e-122
TEST 773 62/78082 features true -215.714 -279.365 spam right
Test email 774
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.173145884926205e-96 1.4142331929679371e-121
probs= 2.4963032313355557e-96 3.0166068054783325e-122
TEST 774 49/78082 features true -220.133 -279.811 spam right
Test email 775
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.1629979547187045e-112 4.733640834616732e-128
probs= 5.635106480718935e-112 1.0097014571145557e-128
TEST 775 63/78082 features true -256.161 -294.721 spam right
Test email 776
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.3041066132162e-109 4.41407008148499e-140
probs= 6.532812837380354e-109 9.415359442753371e-141
TEST 776 72/78082 features true -249.105 -322.422 spam right
Test email 777
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.441572576354584e-34 4.5053990680164813e-63
probs= 5.067563553766583e-34 9.610167232358534e-64
TEST 777 11/78082 features true -76.665 -145.103 spam right
Test email 778
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.743191139944654e-135 2.930406737411805e-148
probs= 1.3713626266447405e-135 6.250655797679628e-149
TEST 778 80/78082 features true -310.533 -341.252 spam right
Test email 779
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.1402524200199186e-203 1.1567307387726388e-198
probs= 3.257122700767644e-203 2.4673454392373547e-199
TEST 779 111/78082 features true -466.244 -457.311 ham wrong
Test email 780
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.525062464482057e-144 1.972653818864996e-170
probs= 3.559851472868696e-144 4.207736718689702e-171
TEST 780 95/78082 features true -330.303 -392.305 spam right
Test email 781
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.064660292339663e-27 1.0373541764152366e-59
probs= 3.1976546273052292e-27 2.2127112302451235e-60
TEST 781 3/78082 features true -61.007 -137.361 spam right
Test email 782
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.2099908563995744e-29 1.2836901630435347e-62
probs= 2.5252890468898816e-29 2.7381541468674254e-63
TEST 782 5/78082 features true -65.849 -144.056 spam right
Test email 783
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.386565279366842e-27 5.7399885049480514e-58
probs= 1.8775029055480194e-27 1.22435878845804e-58
TEST 783 5/78082 features true -61.540 -133.348 spam right
Test email 784
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.956975479770642e-122 2.3493907098110471e-144
probs= 7.046422586292399e-122 5.0113291352399e-145
TEST 784 88/78082 features true -278.963 -332.263 spam right
Test email 785
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.925758219585496e-89 1.1757732665576575e-113
probs= 1.514987536236166e-89 2.5079637893053833e-114
TEST 785 54/78082 features true -204.515 -261.575 spam right
Test email 786
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6863877654698965e-34 2.3337193009859254e-68
probs= 2.11337225036496e-34 4.977901494912717e-69
TEST 786 8/78082 features true -77.540 -157.273 spam right
Test email 787
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.735574931752839e-280 5.818996591618498e-287
probs= 3.725460925236088e-280 1.2412114781787299e-287
TEST 787 158/78082 features true -643.409 -660.626 spam right
Test email 788
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.731548909419875e-170 4.968238636193219e-187
probs= 1.3622037229154735e-170 1.0597419545590199e-187
TEST 788 110/78082 features true -391.130 -430.525 spam right
Test email 789
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2679512195205656e-262 1.812320942193142e-255
probs= 9.974929742439675e-263 3.8657413184154296e-256
TEST 789 157/78082 features true -603.280 -588.110 ham wrong
Test email 790
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.8622073654836874e-86 2.994627686686433e-103
probs= 4.611778884397668e-86 6.387641235158689e-104
TEST 790 56/78082 features true -196.494 -237.614 spam right
Test email 791
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.09790365559192e-282 4.741915647779034e-280
probs= 7.157290309821934e-282 1.0114665024991203e-280
TEST 791 168/78082 features true -647.361 -644.712 ham wrong
Test email 792
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.524673124466022e-64 1.5534987561639716e-86
probs= 1.1994552363367062e-64 3.3136649199355957e-87
TEST 792 39/78082 features true -147.184 -199.127 spam right
Test email 793
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.6077523741636268e-114 1.829911796127492e-152
probs= 1.264813403593453e-114 3.903263199500099e-153
TEST 793 71/78082 features true -262.260 -350.934 spam right
Test email 794
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8108149115189985e-100 3.0298334614391864e-138
probs= 1.424562021068442e-100 6.4627363327984316e-139
TEST 794 65/78082 features true -229.905 -318.193 spam right
Test email 795
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.933895020624852e-29 5.5043548068526106e-61
probs= 1.5213887303393963e-29 1.1740973308137739e-61
TEST 795 6/78082 features true -66.355 -140.297 spam right
Test email 796
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.24327828688122e-197 2.4285394606586092e-236
probs= 2.55147615687084e-197 5.180156073851627e-237
TEST 796 113/78082 features true -452.673 -544.068 spam right
Test email 797
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.153825428313408e-89 2.2457847418619452e-117
probs= 1.6944072448646607e-89 4.790334132748457e-118
TEST 797 46/78082 features true -204.403 -270.138 spam right
675 out of 797 classified correctly.
Testing ham emails.
Test email 1
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.240179808503853e-119 4.709103627825475e-113
probs= 5.695825186379333e-119 1.0044675886576433e-113
TEST 1 66/78082 features true -272.268 -260.188 ham right
Test email 2
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 2 279/78082 features true -1488.851 -1251.700 ham right
Test email 3
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 3 214/78082 features true -1036.897 -807.373 ham right
Test email 4
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.142208602152659e-64 5.318267567061725e-77
probs= 6.405448214756293e-64 1.1344042988048305e-77
TEST 4 29/78082 features true -145.508 -177.173 spam wrong
Test email 5
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 5 464/78082 features true -2478.783 -1987.399 ham right
Test email 6
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.835370215534775e-104 1.5702670146417872e-97
probs= 1.4438795964286542e-104 3.349432177338205e-98
TEST 6 56/78082 features true -239.102 -224.445 ham right
Test email 7
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.593224118524208e-113 4.4759554168814875e-111
probs= 2.8267773696113675e-113 9.547362937540964e-112
TEST 7 53/78082 features true -259.153 -255.633 ham right
Test email 8
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.009106639686366e-91 1.834287964550914e-92
probs= 4.7273440510088214e-91 3.912597713435746e-93
TEST 8 51/78082 features true -207.982 -212.776 spam wrong
Test email 9
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3801742402291605e-110 5.260318667707438e-102
probs= 1.0857784484655908e-110 1.1220436043287476e-102
TEST 9 53/78082 features true -253.202 -234.749 ham right
Test email 10
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2097554908057517e-44 1.3050163661946907e-66
probs= 9.517105895352053e-45 2.7836436530398696e-67
TEST 10 16/78082 features true -101.363 -153.249 spam wrong
Test email 11
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.021431976640925e-36 6.164796154307378e-66
probs= 4.7370403522766344e-36 1.3149716840150494e-66
TEST 11 12/78082 features true -81.338 -151.697 spam wrong
Test email 12
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 12 285/78082 features true -1380.292 -1128.326 ham right
Test email 13
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.2448345593448828e-209 3.0256933627607745e-164
probs= 1.7660038231859236e-209 6.453905363541912e-165
TEST 13 119/78082 features true -480.672 -378.062 ham right
Test email 14
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 14 268/78082 features true -1527.598 -1180.516 ham right
Test email 15
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.8001585403850444e-235 3.8735177683027787e-208
probs= 4.562965281679266e-235 8.262343239505848e-209
TEST 15 100/78082 features true -539.590 -479.129 ham right
Test email 16
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2e-323 6.015417150929585e-256
probs= 1.5e-323 1.2831086418784593e-256
TEST 16 150/78082 features true -743.652 -589.212 ham right
Test email 17
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.272908594349198e-290 1.6639279558378016e-230
probs= 1.0013929244046089e-290 3.549214104409555e-231
TEST 17 141/78082 features true -667.748 -530.630 ham right
Test email 18
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.3571146560948255e-51 2.57068302330259e-66
probs= 3.427727494968915e-51 5.483353057601456e-67
TEST 18 21/78082 features true -116.200 -152.571 spam wrong
Test email 19
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.46625683079337e-127 2.1017793745687786e-124
probs= 1.9401959819304222e-127 4.483165857274511e-125
TEST 19 56/78082 features true -291.766 -286.323 ham right
Test email 20
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7123845048020826e-214 1.43093056470409e-177
probs= 1.3471271500414438e-214 3.0522228590848625e-178
TEST 20 108/78082 features true -492.455 -408.744 ham right
Test email 21
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.7343896680792696e-141 8.243824863445596e-118
probs= 3.724528482277077e-141 1.7584354765462837e-118
TEST 21 71/78082 features true -323.350 -271.141 ham right
Test email 22
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.658930013475431e-40 5.0292870855239775e-64
probs= 3.6651646249398313e-40 1.072763793434728e-64
TEST 22 13/78082 features true -90.805 -147.295 spam wrong
Test email 23
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8111815786685157e-272 1.1046896370697858e-200
probs= 1.4248504768859045e-272 2.3563400248954953e-201
TEST 23 145/78082 features true -625.949 -461.962 ham right
Test email 24
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.828207263735341e-162 1.2556540869416727e-144
probs= 3.79833447030458e-162 2.6783522567772224e-145
TEST 24 88/78082 features true -371.684 -332.890 ham right
Test email 25
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.415263773120823e-44 5.515156981364091e-68
probs= 2.686776562402848e-44 1.1764014708457943e-68
TEST 25 12/78082 features true -100.325 -156.413 spam wrong
Test email 26
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.2236616894707845e-243 1.3763849347772556e-194
probs= 2.5360438454425813e-243 2.9358752020898526e-195
TEST 26 127/78082 features true -558.598 -447.927 ham right
Test email 27
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.160585676718472e-197 3.523386368096846e-169
probs= 4.0598154536711136e-197 7.515501226516256e-170
TEST 27 80/78082 features true -452.208 -389.422 ham right
Test email 28
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 28 179/78082 features true -967.765 -803.906 ham right
Test email 29
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.309432930630712e-116 2.024784847597124e-104
probs= 1.8168231453437449e-116 4.318933950399346e-105
TEST 29 64/78082 features true -266.503 -240.308 ham right
Test email 30
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.701188406513012e-147 1.3420853826766512e-124
probs= 4.4851058091084956e-147 2.862713107743586e-125
TEST 30 73/78082 features true -336.979 -286.771 ham right
Test email 31
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 7.777762312767341e-283
probs= 0.0 1.659022772252156e-283
TEST 31 162/78082 features true -796.737 -651.125 ham right
Test email 32
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.81754383967298e-59 2.3795313011628216e-70
probs= 7.723428830415746e-59 5.075620026901191e-71
TEST 32 24/78082 features true -133.808 -161.859 spam wrong
Test email 33
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.782639337876462e-42 4.675511569170224e-63
probs= 2.189093039743424e-42 9.973022899464176e-64
TEST 33 16/78082 features true -95.925 -145.066 spam wrong
Test email 34
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.42665e-318 1.1570351880064942e-266
probs= 3.48243e-318 2.4679948396582592e-267
TEST 34 152/78082 features true -730.974 -613.887 ham right
Test email 35
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.287543572891008e-282 3.474838760658114e-208
probs= 3.372996157013666e-282 7.411947552541153e-209
TEST 35 145/78082 features true -648.113 -479.237 ham right
Test email 36
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 6.100901191264819e-283
probs= 0.0 1.3013426742231447e-283
TEST 36 166/78082 features true -822.156 -651.368 ham right
Test email 37
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.171366118470403e-77 2.2981847780101015e-89
probs= 7.215082983123399e-77 4.902105166293575e-90
TEST 37 30/78082 features true -175.323 -205.643 spam wrong
Test email 38
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.447607410937284e-274 1.8036129874444487e-230
probs= 1.925524545842206e-274 3.8471669590471714e-231
TEST 38 125/78082 features true -630.253 -530.550 ham right
Test email 39
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.847099885624795e-304 1.4155982044052098e-244
probs= 2.2398039365862794e-304 3.019518420629007e-245
TEST 39 153/78082 features true -699.179 -563.028 ham right
Test email 40
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.302441065453692e-124 4.727575224011539e-118
probs= 2.598019316461086e-124 1.0084076420406352e-118
TEST 40 63/78082 features true -284.566 -271.697 ham right
Test email 41
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.340299713765238e-78 3.4307254806920964e-76
probs= 2.627802588186176e-78 7.317852447703321e-77
TEST 41 40/78082 features true -178.635 -175.309 ham right
Test email 42
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.370487647551145e-43 1.097470438979502e-62
probs= 6.585034574583457e-43 2.3409412333825177e-63
TEST 42 18/78082 features true -97.126 -144.212 spam wrong
Test email 43
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.536203199650385e-76 4.448410731998072e-84
probs= 5.928705795928484e-76 9.488609201391066e-85
TEST 43 32/78082 features true -173.217 -193.470 spam wrong
Test email 44
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 44 186/78082 features true -1059.375 -833.592 ham right
Test email 45
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.301347769164869e-156 4.679909087351057e-139
probs= 1.0237659279044235e-156 9.98240295314802e-140
TEST 45 83/78082 features true -359.180 -320.061 ham right
Test email 46
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 2.1498392317273485e-260
probs= 0.0 4.585679143552713e-261
TEST 46 154/78082 features true -752.445 -599.452 ham right
Test email 47
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.8771084586675344e-46 1.0587940660648456e-66
probs= 3.836804876441688e-46 2.2584432335295223e-67
TEST 47 18/78082 features true -104.574 -153.459 spam wrong
Test email 48
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 48 197/78082 features true -1080.231 -902.244 ham right
Test email 49
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5558788077909272e-170 3.721879218240868e-145
probs= 2.0107012908229206e-170 7.938893129323066e-146
TEST 49 90/78082 features true -390.741 -334.106 ham right
Test email 50
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.2958395597799748e-89 2.9782380110609757e-93
probs= 1.8061292860602384e-89 6.352681507670198e-94
TEST 50 47/78082 features true -204.339 -214.594 spam wrong
Test email 51
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.183592370013001e-46 2.5119064128973327e-67
probs= 1.7178247981214028e-46 5.357980577424159e-68
TEST 51 18/78082 features true -105.378 -154.897 spam wrong
Test email 52
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.233543198492782e-254 5.940258701222949e-193
probs= 5.690604187529437e-254 1.2670770926260736e-193
TEST 52 132/78082 features true -583.118 -444.162 ham right
Test email 53
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.416341932463663e-210 1.6397214298617563e-155
probs= 1.1142314507129293e-210 3.4975807731036466e-156
TEST 53 111/78082 features true -483.435 -357.951 ham right
Test email 54
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.3949934999708705e-298 1.5484851064800894e-248
probs= 2.670830006461422e-298 3.3029706371031137e-249
TEST 54 130/78082 features true -685.188 -572.149 ham right
Test email 55
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 55 253/78082 features true -1298.456 -1053.734 ham right
Test email 56
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.2482110381311702e-275
probs= 0.0 2.6624759841745766e-276
TEST 56 194/78082 features true -863.447 -634.534 ham right
Test email 57
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.6482246468107714e-275
probs= 0.0 3.5157184198824118e-276
TEST 57 129/78082 features true -753.856 -634.256 ham right
Test email 58
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.2592031832610645e-63 1.2002926670603483e-79
probs= 2.5640042194728575e-63 2.5602644924641323e-80
TEST 58 29/78082 features true -144.121 -183.267 spam wrong
Test email 59
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.772288140729531e-57 9.33241024230218e-78
probs= 1.394253139629507e-57 1.9906343867777332e-78
TEST 59 14/78082 features true -130.915 -178.913 spam wrong
Test email 60
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.87791362160343e-54 1.2414046153570206e-69
probs= 5.41083159145542e-54 2.6479576562470776e-70
TEST 60 23/78082 features true -122.651 -160.207 spam wrong
Test email 61
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.712256675139137e-111 2.3392845278270098e-98
probs= 5.280509826951481e-111 4.9897723103102926e-99
TEST 61 61/78082 features true -253.923 -226.349 ham right
Test email 62
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5563524711081194e-56 2.769619380302054e-69
probs= 1.2243772721513648e-56 5.907690975397206e-70
TEST 62 28/78082 features true -128.742 -159.405 spam wrong
Test email 63
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 63 444/78082 features true -2591.953 -2128.358 ham right
Test email 64
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 64 289/78082 features true -1363.882 -1048.804 ham right
Test email 65
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1177912304393902e-146 9.799724145324436e-152
probs= 1.6660592621832448e-146 2.09031400872135e-152
TEST 65 75/78082 features true -335.667 -349.256 spam wrong
Test email 66
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.582562834492513e-118 3.6197324893719645e-106
probs= 1.2449968771691348e-118 7.721010732703155e-107
TEST 66 56/78082 features true -271.486 -244.333 ham right
Test email 67
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.368975503363154e-168 3.9626821173124236e-141
probs= 1.8636650877265746e-168 8.452533784718598e-142
TEST 67 91/78082 features true -386.212 -324.833 ham right
Test email 68
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.0295769034919575e-116 4.963069706307848e-108
probs= 2.3833579948822366e-116 1.0586394044882973e-108
TEST 68 57/78082 features true -266.231 -248.622 ham right
Test email 69
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5091859874519836e-171 2.086200448975711e-166
probs= 1.9739682055758848e-171 4.4499354867813235e-167
TEST 69 71/78082 features true -393.062 -383.039 ham right
Test email 70
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5939341500783392e-54 2.1869483664269308e-69
probs= 1.2539426530240305e-54 4.6648341717593736e-70
TEST 70 24/78082 features true -124.113 -159.641 spam wrong
Test email 71
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.931287274696291e-110 1.978140074170316e-97
probs= 2.3060338733740004e-110 4.219439085154379e-98
TEST 71 63/78082 features true -252.449 -224.214 ham right
Test email 72
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.06437503806747e-48 1.1170288394372446e-67
probs= 6.344216810787378e-48 2.3826599571534386e-68
TEST 72 18/78082 features true -108.677 -155.708 spam wrong
Test email 73
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.743049441186746e-195 2.1480076924585934e-159
probs= 2.1579478007223454e-195 4.581772408899546e-160
TEST 73 96/78082 features true -448.235 -366.892 ham right
Test email 74
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 2.8289195995725327e-306
probs= 0.0 6.0341803308353086e-307
TEST 74 161/78082 features true -793.578 -705.096 ham right
Test email 75
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.131369135381244e-79 1.1193355688890687e-84
probs= 2.4634376025035525e-79 2.3875802883953934e-85
TEST 75 32/78082 features true -181.003 -194.849 spam wrong
Test email 76
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.216425345299836e-25 5.027120733452496e-57
probs= 9.569577417084522e-26 1.0723017032763023e-57
TEST 76 4/78082 features true -57.609 -131.178 spam wrong
Test email 77
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0732199848630705e-121 2.0780453115746642e-113
probs= 8.442985646750005e-122 4.432540305345947e-114
TEST 77 72/78082 features true -278.782 -261.006 ham right
Test email 78
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5420392235715387e-158 6.462223009184935e-120
probs= 1.9998137363076e-158 1.3784138291306461e-120
TEST 78 88/78082 features true -363.115 -275.989 ham right
Test email 79
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 79 212/78082 features true -1024.173 -809.189 ham right
Test email 80
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 8.591997059004904e-276
probs= 0.0 1.8327017729268942e-276
TEST 80 178/78082 features true -815.854 -634.908 ham right
Test email 81
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2082034202768085e-90 7.541139875061991e-91
probs= 9.50489580852602e-91 1.6085504131348566e-91
TEST 81 47/78082 features true -207.283 -209.060 spam wrong
Test email 82
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1895048173328e-93 1.1007916973940813e-86
probs= 1.722476100609457e-93 2.348025588908883e-87
TEST 82 50/78082 features true -213.597 -199.471 ham right
Test email 83
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 83 363/78082 features true -1877.699 -1713.552 ham right
Test email 84
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5192758311238967e-56 5.254654144582972e-72
probs= 1.1952092037561002e-56 1.120835342558905e-72
TEST 84 26/78082 features true -128.766 -165.672 spam wrong
Test email 85
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7179532092068673e-99 8.505846248446351e-94
probs= 1.351508031130477e-99 1.8143255162585715e-94
TEST 85 50/78082 features true -227.655 -215.847 ham right
Test email 86
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2027327748779903e-162 2.9293703050115655e-136
probs= 9.461858424548704e-163 6.248445052628863e-137
TEST 86 87/78082 features true -373.074 -313.622 ham right
Test email 87
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2788879752636414e-93 4.225992717450685e-92
probs= 1.0060968833272093e-93 9.01418412094407e-93
TEST 87 51/78082 features true -214.134 -211.942 ham right
Test email 88
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 88 217/78082 features true -981.611 -789.877 ham right
Test email 89
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3046975976567304e-183 1.2921966622708308e-165
probs= 1.0264012267503976e-183 2.7562987948557855e-166
TEST 89 104/78082 features true -421.347 -381.215 ham right
Test email 90
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.683354906986684e-45 6.270828513341056e-67
probs= 4.471076254808748e-45 1.3375887416157595e-67
TEST 90 18/78082 features true -102.119 -153.982 spam wrong
Test email 91
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.4426616810582394e-88 1.8182716359960645e-85
probs= 2.70833040473985e-88 3.878434347763399e-86
TEST 91 42/78082 features true -201.631 -196.667 ham right
Test email 92
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.178844922028477e-236 6.6899438799812525e-202
probs= 1.7140899967053502e-236 1.4269874541883348e-202
TEST 92 92/78082 features true -542.871 -464.767 ham right
Test email 93
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.8747857705177223e-88 5.434551158939724e-93
probs= 2.2615843294288877e-88 1.1592079787332078e-93
TEST 93 50/78082 features true -201.811 -213.993 spam wrong
Test email 94
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0895726180709042e-183 3.8267957005357754e-165
probs= 8.571631264058299e-184 8.16268350284235e-166
TEST 94 87/78082 features true -421.527 -380.130 ham right
Test email 95
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0112097860038853e-256 4.187304128444121e-238
probs= 7.955153490897062e-257 8.931660063757553e-239
TEST 95 119/78082 features true -589.691 -548.128 ham right
Test email 96
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1685857586619385e-75 3.456351869647417e-85
probs= 9.193224992579723e-76 7.372514394337611e-86
TEST 96 35/78082 features true -172.778 -196.025 spam wrong
Test email 97
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1808010490084578e-151 8.02824981425368e-118
probs= 9.289322272281148e-152 1.7124525959494202e-118
TEST 97 88/78082 features true -347.764 -271.167 ham right
Test email 98
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 98 306/78082 features true -1744.795 -1395.307 ham right
Test email 99
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1337124326831161e-145 7.893313493267507e-128
probs= 8.918877706052816e-146 1.68367022637861e-128
TEST 99 69/78082 features true -333.989 -294.210 ham right
Test email 100
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5e-324 2.5766352344131286e-277
probs= 5e-324 5.4960493234174296e-278
TEST 100 134/78082 features true -744.872 -638.415 ham right
Test email 101
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 6.204175436151241e-270
probs= 0.0 1.3233714168310889e-270
TEST 101 163/78082 features true -751.113 -621.418 ham right
Test email 102
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.12439851580203e-212 4.1533205420819034e-178
probs= 6.391437079523388e-212 8.859171934922388e-179
TEST 102 100/78082 features true -486.293 -409.981 ham right
Test email 103
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.607088166369416e-65 2.242245255890996e-74
probs= 5.197774113625556e-65 4.782784290529401e-75
TEST 103 29/78082 features true -148.020 -171.129 spam wrong
Test email 104
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0385996372388651e-87 9.403528312036389e-91
probs= 8.170628532459074e-88 2.005804109438709e-91
TEST 104 51/78082 features true -200.527 -208.839 spam wrong
Test email 105
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.817425603568951e-269 1.1708936147656432e-205
probs= 6.936639166453554e-269 2.4975553284678444e-206
TEST 105 134/78082 features true -617.459 -473.417 ham right
Test email 106
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.6990066579864033e-266 2.725981652707723e-228
probs= 1.3366028427938845e-266 5.814610239708624e-229
TEST 106 146/78082 features true -612.198 -525.532 ham right
Test email 107
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.447773977694745e-76 1.876869303664906e-84
probs= 5.072442175413886e-76 4.0034251370857875e-85
TEST 107 33/78082 features true -173.373 -194.333 spam wrong
Test email 108
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 108 207/78082 features true -1162.686 -905.146 ham right
Test email 109
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.8183814784204924e-81 1.538396298080485e-91
probs= 2.217211261902311e-81 3.281450870611462e-92
TEST 109 34/78082 features true -185.713 -210.650 spam wrong
Test email 110
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4454087877627477e-124 2.0874913401803505e-101
probs= 1.923794896360549e-124 4.452689000991293e-102
TEST 110 65/78082 features true -284.866 -233.370 ham right
Test email 111
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.3995066013832155e-284
probs= 0.0 2.9851944919950507e-285
TEST 111 182/78082 features true -847.474 -655.143 ham right
Test email 112
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.523245363487849e-243 2.6384089784831577e-203
probs= 7.49190520568484e-243 5.627814790165141e-204
TEST 112 121/78082 features true -557.514 -468.000 ham right
Test email 113
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.2103249675172508e-96 1.2538155556769364e-105
probs= 1.7388552429707432e-96 2.6744306079622565e-106
TEST 113 50/78082 features true -220.495 -243.090 spam wrong
Test email 114
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0601836586820221e-78 2.5867144610964383e-82
probs= 8.340429305659332e-79 5.517548651787048e-83
TEST 114 40/78082 features true -179.783 -189.407 spam wrong
Test email 115
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 115 217/78082 features true -1112.764 -906.971 ham right
Test email 116
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 116 402/78082 features true -2133.799 -1930.060 ham right
Test email 117
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 117 342/78082 features true -1657.664 -1265.749 ham right
Test email 118
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1448988020933054e-52 3.6831634023858763e-68
probs= 9.006880499237404e-53 7.856310996356214e-69
TEST 118 25/78082 features true -119.839 -156.817 spam wrong
Test email 119
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4420020683969207e-118 7.470595399169538e-103
probs= 1.9211148416547234e-118 1.593503039963005e-103
TEST 119 58/78082 features true -271.052 -236.700 ham right
Test email 120
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.7661623911021115e-124 5.197260227945341e-115
probs= 5.322917273008428e-124 1.108593027756578e-115
TEST 120 62/78082 features true -283.849 -264.694 ham right
Test email 121
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.952031706211089e-290 1.4087247718593912e-273
probs= 3.895746744142636e-290 3.004857158612381e-274
TEST 121 138/78082 features true -666.390 -629.808 ham right
Test email 122
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.658103566207348e-200 4.161996106056861e-177
probs= 1.3044245175978323e-200 8.877677203684534e-178
TEST 122 91/78082 features true -460.251 -407.677 ham right
Test email 123
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.5370291983241098e-301
probs= 0.0 3.278534801006141e-302
TEST 123 168/78082 features true -843.124 -694.193 ham right
Test email 124
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.975588769176374e-101 1.448106971264346e-102
probs= 1.5541890625680787e-101 3.088860710028378e-103
TEST 124 51/78082 features true -232.120 -236.038 spam wrong
Test email 125
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.612423189485241e-159 1.4181082925554523e-140
probs= 5.20197115842786e-159 3.024872522791241e-141
TEST 125 73/78082 features true -364.462 -323.558 ham right
Test email 126
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3815155566919153e-143 9.707822908562967e-126
probs= 1.0868336576307679e-143 2.0707111668686053e-126
TEST 126 75/78082 features true -329.186 -289.398 ham right
Test email 127
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 127 235/78082 features true -1258.802 -1037.490 ham right
Test email 128
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3151870689552964e-112 2.923666927761326e-101
probs= 1.034653258660434e-112 6.236279557777779e-102
TEST 128 58/78082 features true -257.855 -233.033 ham right
Test email 129
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 129 471/78082 features true -2655.597 -2286.438 ham right
Test email 130
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.923496496394107e-227 4.499504091425747e-192
probs= 5.446691486260156e-227 9.597593049691796e-193
TEST 130 125/78082 features true -520.992 -442.137 ham right
Test email 131
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.422577866526714e-97 2.2440986403552735e-92
probs= 5.839317127230449e-97 4.786737621716865e-93
TEST 131 54/78082 features true -221.586 -212.575 ham right
Test email 132
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.827616777083059e-192 5.330394351455155e-155
probs= 1.437779992388095e-192 1.1369909825647427e-155
TEST 132 104/78082 features true -441.733 -356.772 ham right
Test email 133
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.3437203261551557e-234 1.4308624654443402e-192
probs= 3.417190220502963e-234 3.05207760108114e-193
TEST 133 123/78082 features true -537.576 -443.283 ham right
Test email 134
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2666581612877012e-94 5.260513276041996e-87
probs= 9.964757296664843e-95 1.1220851149388329e-87
TEST 134 49/78082 features true -216.447 -200.210 ham right
Test email 135
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.758243516993615e-81 9.448439086695167e-86
probs= 5.316687521291217e-81 2.0153837282136478e-86
TEST 135 39/78082 features true -184.839 -197.322 spam wrong
Test email 136
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1154660182668518e-69 2.776093057449081e-73
probs= 1.664230025561184e-69 5.921499545748471e-74
TEST 136 31/78082 features true -158.369 -168.613 spam wrong
Test email 137
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.477491804609365e-224 1.614036246235532e-197
probs= 6.66921438626488e-224 3.4427934154655304e-198
TEST 137 104/78082 features true -513.882 -454.676 ham right
Test email 138
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5057643203000775e-58 6.999575604165834e-74
probs= 1.1845797434813767e-58 1.4930329388376528e-74
TEST 138 28/78082 features true -133.381 -169.990 spam wrong
Test email 139
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 139 411/78082 features true -2261.380 -2025.071 ham right
Test email 140
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1846628481476742e-210 2.2390793531729743e-168
probs= 9.319702916662454e-211 4.776031313911291e-169
TEST 140 106/78082 features true -483.613 -387.573 ham right
Test email 141
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.3457173810615184e-113 2.8525910131778985e-109
probs= 1.8453680008727442e-113 6.084672249517673e-110
TEST 141 49/78082 features true -259.579 -251.479 ham right
Test email 142
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.11601200560731e-128 2.3101838653668817e-115
probs= 4.811446144033696e-128 4.927699621833138e-116
TEST 142 71/78082 features true -293.160 -265.505 ham right
Test email 143
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.2015453966297626e-52 2.1076257344775568e-67
probs= 3.3053416800134994e-52 4.495636338929014e-68
TEST 143 26/78082 features true -118.539 -155.073 spam wrong
Test email 144
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5691916020349136e-150 3.867528287792994e-144
probs= 2.0211744214303845e-150 8.249567476812018e-145
TEST 144 66/78082 features true -344.684 -331.765 ham right
Test email 145
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.992770336798148e-263 3.857493656125074e-211
probs= 3.141099040254737e-263 8.228163271105044e-212
TEST 145 141/78082 features true -604.435 -486.040 ham right
Test email 146
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.532918140394392e-88 3.1973609644456314e-92
probs= 1.9926382107458682e-88 6.820078112207149e-93
TEST 146 38/78082 features true -201.938 -212.221 spam wrong
Test email 147
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5326773808745061e-280 4.6025679210626003e-212
probs= 1.2057521580231172e-280 9.81743165299082e-213
TEST 147 143/78082 features true -644.537 -488.166 ham right
Test email 148
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 148 224/78082 features true -1072.201 -815.377 ham right
Test email 149
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.340719101723998e-131 7.85996989839216e-121
probs= 1.8414358712720718e-131 1.6765579258244847e-121
TEST 149 68/78082 features true -301.028 -278.096 ham right
Test email 150
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4193002481807792e-147 4.313357235158757e-140
probs= 1.903255395786835e-147 9.200535565660498e-141
TEST 150 68/78082 features true -337.836 -322.445 ham right
Test email 151
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3400200190187448e-220 1.634041649428552e-186
probs= 1.0541892572356845e-220 3.485465611054261e-187
TEST 151 110/78082 features true -506.516 -429.335 ham right
Test email 152
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.2786922969760413e-154 5.221692000637275e-146
probs= 1.7926395918897436e-154 1.1138044067666915e-146
TEST 152 73/78082 features true -354.014 -336.070 ham right
Test email 153
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.757750828743753e-75 1.9069920041282375e-82
probs= 4.529603277081056e-75 4.067677866882331e-83
TEST 153 35/78082 features true -171.183 -189.711 spam wrong
Test email 154
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.68948072456464e-79 5.8979516999013186e-80
probs= 3.689198766948201e-79 1.2580528674317563e-80
TEST 154 44/78082 features true -180.599 -183.977 spam wrong
Test email 155
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.440526901577074e-135 7.432923138805292e-109
probs= 7.426830868970638e-135 1.5854674205504776e-109
TEST 155 76/78082 features true -308.844 -250.521 ham right
Test email 156
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.627359623118469e-105 4.267065311697353e-98
probs= 6.000418248715905e-105 9.101793341219215e-99
TEST 156 58/78082 features true -239.980 -225.747 ham right
Test email 157
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.517564342079756e-36 1.310800537279448e-62
probs= 3.553952725108396e-36 2.7959814838481766e-63
TEST 157 10/78082 features true -81.625 -144.035 spam wrong
Test email 158
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.2810720832004563e-33 2.0844170536734e-60
probs= 1.7945117617354843e-33 4.4461314448223595e-61
TEST 158 7/78082 features true -75.401 -138.966 spam wrong
Test email 159
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.0931634058650345e-121 5.285746898260903e-112
probs= 4.006774579189122e-121 1.1274675311408368e-112
TEST 159 61/78082 features true -277.225 -257.770 ham right
Test email 160
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6264145676553515e-67 5.569035935523388e-80
probs= 2.0661915366734878e-67 1.1878940323693927e-80
TEST 160 26/78082 features true -153.547 -184.035 spam wrong
Test email 161
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.115655314279824e-43 6.1149792469575255e-65
probs= 2.4510755921155508e-43 1.3043455706918238e-65
TEST 161 14/78082 features true -98.115 -149.402 spam wrong
Test email 162
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.516576119134181e-70 1.0797229513039529e-77
probs= 3.55317529342962e-70 2.3030852472775317e-78
TEST 162 32/78082 features true -159.913 -178.767 spam wrong
Test email 163
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 8.036814872941868e-271
probs= 0.0 1.7142795516775545e-271
TEST 163 182/78082 features true -810.817 -623.462 ham right
Test email 164
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 164 238/78082 features true -1268.977 -1037.160 ham right
Test email 165
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.344719341922567e-63 7.37151305732302e-77
probs= 3.4179761428585e-63 1.5723684443246663e-77
TEST 165 33/78082 features true -143.834 -176.846 spam wrong
Test email 166
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.303067742207094e-140 1.4818026657573128e-119
probs= 2.5985123209623764e-140 3.16073475585634e-120
TEST 166 69/78082 features true -321.407 -275.159 ham right
Test email 167
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.949298727594714e-123 7.586495236451772e-110
probs= 3.893596719026036e-123 1.618224863749766e-110
TEST 167 69/78082 features true -281.859 -252.803 ham right
Test email 168
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.2846338758987733e-259 7.319636956983903e-196
probs= 1.7973138121121763e-259 1.5613030982344474e-196
TEST 168 131/78082 features true -595.783 -450.861 ham right
Test email 169
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.2608741312768292e-130 3.462421190713425e-123
probs= 1.778622100660389e-130 7.385460459614109e-124
TEST 169 55/78082 features true -298.760 -283.521 ham right
Test email 170
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.989442182329681e-223 7.86687615460176e-170
probs= 6.285267384352232e-223 1.678031053423656e-170
TEST 170 122/78082 features true -511.638 -390.922 ham right
Test email 171
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.425713916838479e-114 5.138883136685372e-100
probs= 1.9083010074213293e-114 1.0961409985117204e-100
TEST 171 62/78082 features true -261.848 -230.167 ham right
Test email 172
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.818539562121157e-287 1.6418606360423748e-235
probs= 1.4306389778042506e-287 3.502143771592766e-236
TEST 172 111/78082 features true -660.484 -542.157 ham right
Test email 173
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.967090017660461e-183 2.0366173078198216e-183
probs= 2.3341997712536724e-183 4.3441729846765943e-184
TEST 173 80/78082 features true -420.525 -422.207 spam wrong
Test email 174
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5417861833365412e-155 2.6508362452342873e-143
probs= 1.2129180223874354e-155 5.654322566705359e-144
TEST 174 77/78082 features true -356.708 -329.840 ham right
Test email 175
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.109798680016391e-128 2.2713804570855076e-119
probs= 1.6597715495563765e-128 4.844930651284728e-120
TEST 175 62/78082 features true -294.224 -274.732 ham right
Test email 176
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6810175945251773e-52 7.123426121673292e-70
probs= 2.109147554883479e-52 1.5194506693670113e-70
TEST 176 20/78082 features true -118.988 -160.763 spam wrong
Test email 177
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8532360835434767e-303 3.839954926707523e-245
probs= 1.4579346149049869e-303 8.190752573361912e-246
TEST 177 152/78082 features true -697.306 -564.333 ham right
Test email 178
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.125709235671867e-68 1.1460694028007726e-77
probs= 4.819074922420519e-68 2.4446044522430326e-78
TEST 178 33/78082 features true -155.003 -178.708 spam wrong
Test email 179
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1525265426330376e-38 2.8773140033447744e-60
probs= 1.6933854158537584e-38 6.137407216254423e-61
TEST 179 13/78082 features true -86.972 -138.643 spam wrong
Test email 180
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.32894147052952e-220 1.833131856837896e-187
probs= 4.19226039233625e-220 3.9101316969313273e-188
TEST 180 98/78082 features true -505.135 -431.522 ham right
Test email 181
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.006679735e-315 3.763537500697758e-262
probs= 1.57864822e-315 8.027751642182793e-263
TEST 181 158/78082 features true -724.858 -603.497 ham right
Test email 182
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.259544933348737e-67 1.3865106367164815e-77
probs= 4.924363017167725e-67 2.957473663738183e-78
TEST 182 32/78082 features true -152.679 -178.517 spam wrong
Test email 183
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.6530783772625078e-51 4.619640504842908e-73
probs= 1.300471218299282e-51 9.853848046464582e-74
TEST 183 26/78082 features true -117.169 -168.103 spam wrong
Test email 184
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.4829991714222456e-97 3.470688979775404e-106
probs= 2.7400637731985705e-97 7.403095930818319e-107
TEST 184 40/78082 features true -222.343 -244.375 spam wrong
Test email 185
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.662398065623843e-74 3.395920314056062e-81
probs= 7.601376170017524e-74 7.243611860604861e-82
TEST 185 39/78082 features true -168.363 -186.832 spam wrong
Test email 186
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.34460218086306e-74 1.9351783850830526e-82
probs= 4.991277268676666e-74 4.127800362262078e-83
TEST 186 40/78082 features true -168.784 -189.697 spam wrong
Test email 187
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.380106170474094e-49 8.462362677096391e-65
probs= 5.805904786310321e-49 1.805050324733367e-65
TEST 187 19/78082 features true -111.068 -149.077 spam wrong
Test email 188
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.680285380680524e-149 2.0225917119266153e-159
probs= 3.681964820737217e-149 4.3142559185005824e-160
TEST 188 80/78082 features true -341.782 -366.952 spam wrong
Test email 189
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.567409506211421e-264 9.869762257801776e-229
probs= 5.166559044681515e-264 2.1052533728794352e-229
TEST 189 133/78082 features true -606.240 -526.548 ham right
Test email 190
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 190 222/78082 features true -1105.662 -916.710 ham right
Test email 191
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7539958878121075e-88 4.8783755187026804e-89
probs= 1.379862685574719e-88 1.0405738503785093e-89
TEST 191 44/78082 features true -202.306 -204.890 spam wrong
Test email 192
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.2174326790607704e-101 9.652796244959052e-104
probs= 1.744446855817091e-101 2.0589737950733655e-104
TEST 192 49/78082 features true -232.005 -238.747 spam wrong
Test email 193
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0467364670604721e-264 7.815928531609205e-211
probs= 8.23464069992038e-265 1.6671637546637005e-211
TEST 193 122/78082 features true -608.077 -485.334 ham right
Test email 194
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.531303904208923e-197 1.0724626122515538e-159
probs= 3.564761592580612e-197 2.287598700713323e-160
TEST 194 111/78082 features true -452.338 -367.586 ham right
Test email 195
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1380199982104636e-118 4.896981001900743e-109
probs= 1.6819731659822317e-118 1.0445424623099477e-109
TEST 195 64/78082 features true -271.185 -250.938 ham right
Test email 196
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.0297944069314775e-85 1.9414501968978306e-98
probs= 3.9569224001399965e-85 4.1411783470931606e-99
TEST 196 53/78082 features true -194.344 -226.535 spam wrong
Test email 197
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 197 318/78082 features true -1554.770 -1129.063 ham right
Test email 198
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.284265685545022e-172 8.752157627135713e-161
probs= 2.5837208060105273e-172 1.8668645589649414e-161
TEST 198 77/78082 features true -395.095 -370.092 ham right
Test email 199
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.387858404216593e-198 3.3756017090786885e-167
probs= 1.091823554517305e-198 7.20027159511163e-168
TEST 199 101/78082 features true -455.824 -384.860 ham right
Test email 200
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.312277233382964e-94 1.2160146426284686e-103
probs= 2.6057573968003615e-94 2.5937999933491207e-104
TEST 200 43/78082 features true -215.485 -238.516 spam wrong
Test email 201
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.781772792212156e-193 7.052928012404612e-154
probs= 1.4017146831584833e-193 1.504413186351431e-154
TEST 201 102/78082 features true -444.061 -354.190 ham right
Test email 202
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.3048477773230635e-250 1.700923497059662e-195
probs= 2.5999126686214594e-250 3.6281268339205983e-196
TEST 202 128/78082 features true -574.691 -450.018 ham right
Test email 203
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8136712745442773e-81 2.1730531930390146e-91
probs= 1.426809112285944e-81 4.635195301158887e-92
TEST 203 36/78082 features true -186.154 -210.304 spam wrong
Test email 204
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.4433657884103757e-81 4.873480645047654e-82
probs= 2.708884323633619e-81 1.0395297574203514e-82
TEST 204 39/78082 features true -185.513 -188.773 spam wrong
Test email 205
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.350496511593553e-95 1.1624091743375836e-97
probs= 2.635824374858203e-95 2.4794577326376632e-98
TEST 205 45/78082 features true -217.776 -224.745 spam wrong
Test email 206
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 206 259/78082 features true -1423.915 -1190.657 ham right
Test email 207
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.148725738756021e-194 5.431674690330431e-166
probs= 2.477091984199424e-194 1.1585944183369674e-166
TEST 207 93/78082 features true -445.794 -382.082 ham right
Test email 208
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.8141200929320582e-43 1.2375951861388363e-65
probs= 2.213858844222658e-43 2.639832016033213e-66
TEST 208 16/78082 features true -98.216 -151.000 spam wrong
Test email 209
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2976505534330274e-111 2.6852807295488657e-109
probs= 1.0208573406811936e-111 5.727793806322137e-110
TEST 209 55/78082 features true -255.566 -251.539 ham right
Test email 210
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.9770202718379727e-66 1.1361377670121061e-82
probs= 1.5553152209135839e-66 2.4234199401989127e-83
TEST 210 29/78082 features true -151.529 -190.229 spam wrong
Test email 211
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1501559560770342e-26 1.038960671934814e-56
probs= 1.6915204833563197e-26 2.2161379390378634e-57
TEST 211 6/78082 features true -59.342 -130.452 spam wrong
Test email 212
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 212 223/78082 features true -1169.325 -932.599 ham right
Test email 213
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.2056605491330104e-146 3.4145294357393947e-125
probs= 1.7351857606629196e-146 7.283305740930289e-126
TEST 213 84/78082 features true -335.626 -288.140 ham right
Test email 214
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.246166177143783e-234 7.91039422368102e-193
probs= 4.9138379945066714e-234 1.6873136034301563e-193
TEST 214 121/78082 features true -537.213 -443.876 ham right
Test email 215
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8192430708899636e-181 1.2879373140999363e-146
probs= 1.4311924257945203e-181 2.7472134624345763e-147
TEST 215 98/78082 features true -416.409 -337.469 ham right
Test email 216
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.046095203558585e-243 7.021784955745993e-208
probs= 4.756442830222002e-243 1.4977702679751036e-208
TEST 216 97/78082 features true -557.969 -478.534 ham right
Test email 217
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.740365007665914e-123 4.1164183906494574e-119
probs= 7.662712501978037e-123 8.780458408962577e-120
TEST 217 59/78082 features true -281.182 -274.138 ham right
Test email 218
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3637882083620428e-148 3.6424148768170694e-160
probs= 1.0728876121214545e-148 7.76939302543368e-161
TEST 218 81/78082 features true -340.712 -368.666 spam wrong
Test email 219
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.179852724984481e-95 1.9558440588143813e-92
probs= 3.2882761279436564e-95 4.171880937041187e-93
TEST 219 49/78082 features true -217.555 -212.712 ham right
Test email 220
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.20803186122712e-149 5.890233794205439e-129
probs= 1.737051263938754e-149 1.2564066122765249e-129
TEST 220 86/78082 features true -342.533 -296.805 ham right
Test email 221
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.274204632374864e-278 2.3106724855981385e-230
probs= 4.149199105237016e-278 4.9287418651648835e-231
TEST 221 144/78082 features true -638.696 -530.302 ham right
Test email 222
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.833880349404806e-204 1.2679294215808983e-158
probs= 5.37619076381561e-204 2.704535957030008e-159
TEST 222 102/78082 features true -468.045 -365.116 ham right
Test email 223
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.2855195635671446e-55 9.427832536691213e-71
probs= 4.158100523678509e-55 2.0109882820249675e-71
TEST 223 28/78082 features true -125.217 -162.785 spam wrong
Test email 224
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.369012403983516e-106 2.331197750531225e-101
probs= 5.797177357398318e-106 4.9725229432708604e-102
TEST 224 57/78082 features true -242.317 -233.260 ham right
Test email 225
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 225 680/78082 features true -4044.821 -3173.170 ham right
Test email 226
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 226 182/78082 features true -943.629 -852.193 ham right
Test email 227
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3877430280499502e-189 4.4060423776441755e-158
probs= 1.0917327884737463e-189 9.398236081373524e-159
TEST 227 106/78082 features true -435.101 -363.871 ham right
Test email 228
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 228 275/78082 features true -1279.612 -987.591 ham right
Test email 229
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.33749340388084e-309 2.1244025304268903e-262
probs= 5.772381465668744e-309 4.531421807044546e-263
TEST 229 130/78082 features true -709.746 -604.069 ham right
Test email 230
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.9706662931645825e-257 1.080496302473956e-219
probs= 3.9104065112361026e-257 2.3047348312457596e-220
TEST 230 109/78082 features true -590.401 -505.734 ham right
Test email 231
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.099939795414334e-135 1.5092990526528217e-117
probs= 2.4387122461022455e-135 3.219385470779093e-118
TEST 231 68/78082 features true -309.958 -270.536 ham right
Test email 232
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.701215055551418e-34 3.4590026851374574e-61
probs= 2.1250368297712457e-34 7.378168672632792e-62
TEST 232 11/78082 features true -77.534 -140.762 spam wrong
Test email 233
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 7.747307227751814e-307
probs= 0.0 1.6525266005333707e-307
TEST 233 161/78082 features true -859.295 -706.391 ham right
Test email 234
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1051894958025462e-58 4.598181521332166e-79
probs= 8.694488717697802e-59 9.808075315334364e-80
TEST 234 29/78082 features true -133.690 -181.924 spam wrong
Test email 235
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5054960454008798e-173 1.075513341108366e-161
probs= 1.1843686925174312e-173 2.2941060076248625e-162
TEST 235 93/78082 features true -398.178 -372.188 ham right
Test email 236
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.806556698378871e-68 1.0844206522735604e-73
probs= 6.141391987157441e-68 2.3131056009119136e-74
TEST 236 34/78082 features true -154.761 -169.553 spam wrong
Test email 237
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1767235142584625e-36 7.642633726810721e-65
probs= 9.25724444308127e-37 1.6301993919186805e-65
TEST 237 8/78082 features true -82.970 -149.179 spam wrong
Test email 238
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1364116162209495e-98 6.284504817954008e-102
probs= 8.940112092468736e-99 1.3405059432324634e-102
TEST 238 45/78082 features true -225.765 -234.571 spam wrong
Test email 239
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.8146469398929193e-111 6.350261015389231e-97
probs= 2.2142733129607843e-111 1.3545319605591524e-97
TEST 239 58/78082 features true -254.792 -223.047 ham right
Test email 240
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.089791546736418e-141 3.719120149124171e-126
probs= 2.4307286528841016e-141 7.933007942413582e-127
TEST 240 73/78082 features true -323.776 -290.357 ham right
Test email 241
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 241 521/78082 features true -2984.123 -2410.640 ham right
Test email 242
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 9e-321
probs= 0.0 1.92e-321
TEST 242 196/78082 features true -899.252 -738.476 ham right
Test email 243
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 243 228/78082 features true -1241.578 -944.320 ham right
Test email 244
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.0769886297292554e-33 3.0489442436388832e-62
probs= 3.994049937020704e-33 6.503500271820846e-63
TEST 244 8/78082 features true -74.601 -143.191 spam wrong
Test email 245
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.006021138012735e-194 2.221272533896206e-158
probs= 6.298309993215688e-194 4.738048771512118e-159
TEST 245 102/78082 features true -444.861 -364.555 ham right
Test email 246
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.329913924864167e-115 2.1823565042870864e-104
probs= 4.193025418901665e-115 4.6550395758965775e-105
TEST 246 53/78082 features true -263.364 -240.233 ham right
Test email 247
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.6338023865940704e-144 1.2539474098925975e-157
probs= 2.858700157084202e-144 2.6747118574239945e-158
TEST 247 73/78082 features true -330.522 -362.825 spam wrong
Test email 248
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.3168737517344887e-56 2.2211775126174928e-69
probs= 2.6093734623800475e-56 4.7378460879395244e-70
TEST 248 23/78082 features true -127.986 -159.625 spam wrong
Test email 249
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.7304069886117375e-160 4.1833069507652e-141
probs= 2.93469867367437e-160 8.923133949783637e-142
TEST 249 81/78082 features true -367.337 -324.778 ham right
Test email 250
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.906380382e-315 4.17523463962625e-255
probs= 3.859833e-315 8.905915439541637e-256
TEST 250 136/78082 features true -723.964 -587.275 ham right
Test email 251
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.425503439900749e-225 1.1847697017132237e-163
probs= 5.841618665997327e-225 2.52715348705132e-164
TEST 251 119/78082 features true -516.317 -376.697 ham right
Test email 252
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.1983902653901106e-100 2.0240414527078434e-99
probs= 2.5161629008277375e-100 4.317348264182028e-100
TEST 252 46/78082 features true -229.336 -228.796 ham right
Test email 253
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6319066871275453e-89 5.354278320492253e-91
probs= 2.0705121686527634e-89 1.1420855132190504e-91
TEST 253 42/78082 features true -204.202 -209.402 spam wrong
Test email 254
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.318073232904174e-82 9.143717533197786e-91
probs= 3.397013738211076e-82 1.9503855994307255e-91
TEST 254 30/78082 features true -187.589 -208.867 spam wrong
Test email 255
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.096143065084142e-192 1.4137541086833245e-158
probs= 3.2224220190935434e-192 3.015584902640423e-159
TEST 255 100/78082 features true -440.926 -365.007 ham right
Test email 256
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.987878617990196e-140 2.2354955284508558e-125
probs= 4.710644037496445e-140 4.7683868956497624e-126
TEST 256 76/78082 features true -320.812 -288.564 ham right
Test email 257
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.85676131091457e-135 3.0130877315535015e-127
probs= 4.6074944915232334e-135 6.427017129637992e-128
TEST 257 78/78082 features true -309.321 -292.870 ham right
Test email 258
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.059990784934747e-189 1.348296246033422e-156
probs= 3.193981141481898e-189 2.875961087470757e-157
TEST 258 102/78082 features true -434.027 -360.449 ham right
Test email 259
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3479739017020195e-64 4.466429532880487e-80
probs= 1.0604465500813253e-64 9.527043907660672e-81
TEST 259 25/78082 features true -147.307 -184.255 spam wrong
Test email 260
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.018104503889464e-158 2.032952002428866e-142
probs= 5.521119288632176e-158 4.336354765417217e-143
TEST 260 77/78082 features true -362.100 -327.803 ham right
Test email 261
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.784268442672186e-143 2.2045574773324228e-120
probs= 6.910554539118358e-143 4.70239499557546e-121
TEST 261 74/78082 features true -327.337 -277.065 ham right
Test email 262
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.601553012736498e-142 7.826596619369847e-130
probs= 4.40672297880081e-142 1.6694392935423105e-130
TEST 262 72/78082 features true -325.484 -298.824 ham right
Test email 263
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.9726086571052753e-60 2.7416175889561705e-76
probs= 3.9119345624374715e-60 5.8479622158407255e-77
TEST 263 24/78082 features true -136.791 -175.533 spam wrong
Test email 264
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.190543002318457e-91 5.892934015238911e-88
probs= 5.656776077335087e-91 1.2569825784740636e-88
TEST 264 47/78082 features true -207.802 -202.399 ham right
Test email 265
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7893250498742747e-51 1.5221168519169347e-68
probs= 1.4076560189462214e-51 3.2467262662600933e-69
TEST 265 24/78082 features true -117.090 -157.701 spam wrong
Test email 266
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.508850096923559e-65 1.2962174090332625e-77
probs= 5.120490553684988e-65 2.764875182474861e-78
TEST 266 28/78082 features true -148.035 -178.585 spam wrong
Test email 267
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.222921373084003e-88 5.823974792674819e-89
probs= 4.1088547370535867e-88 1.2422733451508962e-89
TEST 267 42/78082 features true -201.214 -204.713 spam wrong
Test email 268
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8116442884705267e-77 3.932745689247491e-82
probs= 1.4252144891361505e-77 8.388678380191662e-83
TEST 268 37/78082 features true -176.945 -188.988 spam wrong
Test email 269
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.531304277828708e-206 7.58270964063615e-171
probs= 1.204671942459608e-206 1.6174173834730352e-171
TEST 269 100/78082 features true -474.146 -393.261 ham right
Test email 270
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.250700362926122e-141 2.353008718465599e-127
probs= 2.5573150792166806e-141 5.01904646897515e-128
TEST 270 71/78082 features true -323.726 -293.118 ham right
Test email 271
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.317898698206389e-71 1.166825391604319e-77
probs= 4.183573080364845e-71 2.488877672098529e-78
TEST 271 35/78082 features true -162.052 -178.690 spam wrong
Test email 272
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5101882171952912e-34 4.450547476742192e-64
probs= 1.1880600083400073e-34 9.493166949553627e-65
TEST 272 10/78082 features true -78.116 -147.417 spam wrong
Test email 273
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.025773901692636e-73 2.884993122589038e-76
probs= 8.069728900833561e-74 6.153787035005326e-77
TEST 273 33/78082 features true -168.303 -175.482 spam wrong
Test email 274
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8891165951893022e-95 6.336372732342348e-102
probs= 1.4861616931458382e-95 1.3515695432319425e-102
TEST 274 47/78082 features true -218.349 -234.562 spam wrong
Test email 275
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0972081305877786e-83 8.799489539114138e-91
probs= 8.631699585087351e-84 1.8769606144457756e-91
TEST 275 44/78082 features true -191.262 -208.906 spam wrong
Test email 276
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8321158669849516e-164 4.238882267177704e-151
probs= 1.4413194113330343e-164 9.041677962567513e-152
TEST 276 84/78082 features true -377.258 -347.791 ham right
Test email 277
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.20023967755251e-289 3.538196945003966e-233
probs= 2.5176178271766962e-289 7.547092683507387e-234
TEST 277 152/78082 features true -664.524 -536.784 ham right
Test email 278
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.527417556656344e-97 2.938386877303333e-101
probs= 7.495187456065368e-97 6.267677703561311e-102
TEST 278 46/78082 features true -221.336 -233.028 spam wrong
Test email 279
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0827622331759505e-62 1.1282155109585859e-72
probs= 8.518054194372745e-63 2.4065215024839573e-73
TEST 279 29/78082 features true -142.921 -167.211 spam wrong
Test email 280
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.364672761023718e-234 6.445458735954967e-194
probs= 2.646976782766345e-234 1.3748379534571095e-194
TEST 280 115/78082 features true -537.831 -446.383 ham right
Test email 281
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 281 414/78082 features true -2310.220 -1870.227 ham right
Test email 282
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0031316318711e-145 1.6750705758948597e-140
probs= 1.5758569403267703e-145 3.5729816864901597e-141
TEST 282 65/78082 features true -333.420 -323.391 ham right
Test email 283
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 283 301/78082 features true -1671.029 -1451.051 ham right
Test email 284
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.566592052736071e-66 1.181583506260437e-75
probs= 2.019129364710634e-66 2.5203572253497476e-76
TEST 284 33/78082 features true -151.268 -174.072 spam wrong
Test email 285
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.384629896214546e-184 1.3822985520930418e-151
probs= 5.022766938171397e-184 2.9484891460479618e-152
TEST 285 103/78082 features true -422.062 -348.912 ham right
Test email 286
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 286 835/78082 features true -4545.070 -4009.800 ham right
Test email 287
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.217158561499029e-83 3.341322690875953e-94
probs= 3.317624504481065e-83 7.127153300257811e-95
TEST 287 42/78082 features true -189.915 -216.782 spam wrong
Test email 288
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 6.596449235415679e-283
probs= 0.0 1.4070447331098965e-283
TEST 288 176/78082 features true -834.920 -651.290 ham right
Test email 289
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4601103660283902e-42 1.1580382197248418e-63
probs= 1.1486639306871884e-42 2.470134339934963e-64
TEST 289 17/78082 features true -96.570 -146.461 spam wrong
Test email 290
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 290 407/78082 features true -2176.027 -1939.861 ham right
Test email 291
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.617193179004041e-143 1.3765714112839567e-133
probs= 5.205723693193369e-143 2.93627296272931e-134
TEST 291 72/78082 features true -327.620 -307.469 ham right
Test email 292
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.578585905122274e-125 1.2958358937467028e-123
probs= 2.0285648881796526e-125 2.764061397580296e-124
TEST 292 80/78082 features true -287.116 -284.504 ham right
Test email 293
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7420007888491037e-98 1.343945163950204e-99
probs= 1.3704261814279098e-98 2.866680083539655e-100
TEST 293 47/78082 features true -225.338 -229.205 spam wrong
Test email 294
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.820739299916759e-57 1.202504300113355e-73
probs= 6.152549392247437e-57 2.5649819798997932e-74
TEST 294 24/78082 features true -129.430 -169.449 spam wrong
Test email 295
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1476364106643995e-145 1.2222851756126128e-113
probs= 1.6895383654256774e-145 2.607175250391595e-114
TEST 295 77/78082 features true -333.350 -261.536 ham right
Test email 296
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.94039634932837e-106 3.993477235212946e-93
probs= 3.8865932478845374e-106 8.518220803447997e-94
TEST 296 55/78082 features true -242.716 -214.301 ham right
Test email 297
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 297 239/78082 features true -1340.581 -1095.616 ham right
Test email 298
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.8193884279715734e-171 3.985982539026201e-142
probs= 3.0047000737543455e-171 8.502234365260614e-143
TEST 298 90/78082 features true -392.642 -327.129 ham right
Test email 299
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.952119465377698e-122 9.255014836077118e-120
probs= 4.6825124320003186e-122 1.974125687201724e-120
TEST 299 54/78082 features true -279.372 -275.630 ham right
Test email 300
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.559056866158854e-91 1.8698538115766893e-93
probs= 6.733381346781038e-91 3.988460857303412e-94
TEST 300 41/78082 features true -207.628 -215.060 spam wrong
Test email 301
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.444937026294013e-207 3.974017043555892e-177
probs= 2.7101204112099113e-207 8.47671156234089e-178
TEST 301 105/78082 features true -475.638 -407.723 ham right
Test email 302
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 302 191/78082 features true -972.358 -759.277 ham right
Test email 303
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.292265588347135e-40 4.421146741610033e-64
probs= 3.3767109507448778e-40 9.43045419600864e-65
TEST 303 12/78082 features true -90.887 -147.424 spam wrong
Test email 304
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 304 206/78082 features true -1050.687 -879.740 ham right
Test email 305
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0257619969968181e-164 1.1198977403380516e-142
probs= 8.069635246990605e-165 2.388779418939974e-143
TEST 305 89/78082 features true -377.838 -328.399 ham right
Test email 306
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8286021363088234e-96 2.128067995922551e-104
probs= 1.438555171188095e-96 4.539240367812626e-105
TEST 306 41/78082 features true -220.685 -240.259 spam wrong
Test email 307
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.79385662e-314 2.0242073834367776e-228
probs= 5.34470423e-314 4.3177021999888175e-229
TEST 307 168/78082 features true -721.336 -525.829 ham right
Test email 308
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.754641572545716e-75 1.1587807234062424e-80
probs= 4.527157235652238e-75 2.471718125175999e-81
TEST 308 34/78082 features true -171.184 -185.604 spam wrong
Test email 309
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 309 460/78082 features true -2606.344 -2064.764 ham right
Test email 310
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7636450430690713e-67 6.850823845479612e-82
probs= 1.3874536436715532e-67 1.461303690096289e-82
TEST 310 27/78082 features true -153.946 -188.433 spam wrong
Test email 311
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.25754015976e-313
probs= 0.0 2.682375313e-314
TEST 311 180/78082 features true -850.904 -722.025 ham right
Test email 312
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6961998535028383e-97 2.188088862867859e-98
probs= 2.1210913871305078e-97 4.667266888897138e-99
TEST 312 52/78082 features true -222.599 -226.415 spam wrong
Test email 313
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8667546972062913e-27 6.152549825270637e-57
probs= 1.4685696629593394e-27 1.3123595009820074e-57
TEST 313 7/78082 features true -61.786 -130.976 spam wrong
Test email 314
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0329927081920048e-96 3.160348702833484e-89
probs= 8.126519009590818e-97 6.741129717543157e-90
TEST 314 49/78082 features true -221.256 -205.324 ham right
Test email 315
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.886115411442099e-86 2.9572078046116857e-92
probs= 7.777373856075665e-86 6.307823372384597e-93
TEST 315 37/78082 features true -195.971 -212.299 spam wrong
Test email 316
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.9153035015316562e-69 1.1045732329875494e-74
probs= 1.5067628445872635e-69 2.3560917310862384e-75
TEST 316 31/78082 features true -158.468 -171.837 spam wrong
Test email 317
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.456532081542011e-70 1.7503058701029077e-79
probs= 1.145848906276108e-70 3.733461090911343e-80
TEST 317 34/78082 features true -161.045 -182.889 spam wrong
Test email 318
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.390190303737412e-90 3.457271704510865e-96
probs= 5.027141292131236e-90 7.374476432934067e-97
TEST 318 33/78082 features true -205.618 -221.353 spam wrong
Test email 319
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.524799688772935e-65 9.246188121878801e-77
probs= 6.706431340161065e-65 1.9722429194762133e-77
TEST 319 31/78082 features true -147.765 -176.620 spam wrong
Test email 320
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.948117779149419e-162 4.468055978763351e-133
probs= 5.4660609668736e-162 9.530513171247036e-134
TEST 320 81/78082 features true -371.320 -306.292 ham right
Test email 321
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.978976177079797e-212 1.5294587809434365e-149
probs= 3.1302472210421203e-212 3.262386846973946e-150
TEST 321 108/78082 features true -487.007 -344.205 ham right
Test email 322
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 322 172/78082 features true -929.892 -804.394 ham right
Test email 323
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.870860113616627e-121 8.593939584855861e-116
probs= 1.4717993802880582e-121 1.83311612020222e-116
TEST 323 52/78082 features true -278.226 -266.494 ham right
Test email 324
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.224250429810518e-220 4.88453195318094e-169
probs= 3.3232036535098804e-220 1.0418870384889951e-169
TEST 324 114/78082 features true -505.368 -389.096 ham right
Test email 325
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.665095095418303e-133 1.3950624778380477e-127
probs= 2.8833180262235507e-133 2.975715027506875e-128
TEST 325 66/78082 features true -305.185 -293.640 ham right
Test email 326
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.660235110562708e-239 2.948611435596009e-209
probs= 1.3061013963972904e-239 6.2894870291252e-210
TEST 326 105/78082 features true -550.051 -481.704 ham right
Test email 327
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.079661976424591e-240 9.436640775555663e-186
probs= 3.209456401889429e-240 2.012867108899835e-186
TEST 327 123/78082 features true -551.454 -427.581 ham right
Test email 328
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.689434040451667e-224 1.752308268950616e-175
probs= 1.329072096666573e-224 3.7377322747736036e-176
TEST 328 123/78082 features true -515.495 -403.936 ham right
Test email 329
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.248159016878607e-38 3.00166634908603e-61
probs= 3.3420124588151317e-38 6.402654937991903e-62
TEST 329 14/78082 features true -86.292 -140.904 spam wrong
Test email 330
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.986079542743051e-102 2.638225520825778e-91
probs= 5.495925359045467e-102 5.627423468832478e-92
TEST 330 56/78082 features true -233.160 -210.110 ham right
Test email 331
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3164980727044104e-36 2.624101557089961e-64
probs= 1.0356846209153977e-36 5.597296580750902e-65
TEST 331 12/78082 features true -82.858 -147.946 spam wrong
Test email 332
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 332 307/78082 features true -1525.489 -1190.350 ham right
Test email 333
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0412993178287824e-307 6.181079492790071e-262
probs= 8.191866829167078e-308 1.3184449746949066e-262
TEST 333 143/78082 features true -707.093 -603.001 ham right
Test email 334
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5816120699562015e-56 5.907926399346851e-69
probs= 1.2442489138953666e-56 1.2601805042585266e-69
TEST 334 26/78082 features true -128.726 -158.647 spam wrong
Test email 335
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.08999116556792e-65 2.687604083874518e-82
probs= 4.7909756363961616e-65 5.732749598977231e-83
TEST 335 31/78082 features true -148.101 -189.368 spam wrong
Test email 336
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.0208989801206323e-115 1.7497481092752706e-106
probs= 3.163227749669759e-115 3.732271368369936e-107
TEST 336 58/78082 features true -263.646 -245.060 ham right
Test email 337
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.929652387593429e-89 5.613213881001585e-94
probs= 6.2382309532476886e-89 1.1973173362236817e-94
TEST 337 36/78082 features true -203.099 -216.263 spam wrong
Test email 338
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3215946435064332e-153 3.4064190754035682e-127
probs= 1.0396940760817226e-153 7.266006070475947e-128
TEST 338 82/78082 features true -352.257 -292.748 ham right
Test email 339
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.827328382878125e-114 3.110249698881749e-121
probs= 2.2242497616492452e-114 6.63426686280325e-122
TEST 339 52/78082 features true -261.695 -279.023 spam wrong
Test email 340
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4334725295536888e-54 1.4288204415106147e-66
probs= 1.9144046820376353e-54 3.047721895582177e-67
TEST 340 30/78082 features true -123.690 -153.159 spam wrong
Test email 341
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.404622114915e-312 8.633520646269874e-263
probs= 1.105011509533e-312 1.8415588932769343e-263
TEST 341 135/78082 features true -718.307 -604.969 ham right
Test email 342
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.306023340122592e-67 1.4945317211041198e-79
probs= 1.8141408319199017e-67 3.187886257587044e-80
TEST 342 30/78082 features true -153.678 -183.047 spam wrong
Test email 343
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.6762316109964394e-273
probs= 0.0 3.575458213279546e-274
TEST 343 170/78082 features true -799.447 -629.634 ham right
Test email 344
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.885775968242851e-126 3.618184085723961e-119
probs= 3.0569269291557523e-126 7.717707935819712e-120
TEST 344 70/78082 features true -289.008 -274.267 ham right
Test email 345
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.810439444537857e-168 1.9549672686475705e-138
probs= 5.357749882530332e-168 4.170010714225509e-139
TEST 345 94/78082 features true -385.156 -318.631 ham right
Test email 346
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.565874008070392e-120 1.2075179778496746e-117
probs= 1.2318678333635401e-120 2.575676322569065e-118
TEST 346 49/78082 features true -276.102 -270.759 ham right
Test email 347
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.8544746134448915e-248 5.798443084133024e-196
probs= 3.818998906273333e-248 1.2368273461370393e-196
TEST 347 116/78082 features true -569.701 -451.094 ham right
Test email 348
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 348 206/78082 features true -1050.687 -879.740 ham right
Test email 349
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5897744360223323e-133 4.499636479021898e-130
probs= 2.0373668679349457e-133 9.597875436871996e-131
TEST 349 69/78082 features true -305.532 -299.377 ham right
Test email 350
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.710756141918392e-49 4.626117035208653e-63
probs= 4.492632714481007e-49 9.867662702827013e-64
TEST 350 22/78082 features true -111.324 -145.076 spam wrong
Test email 351
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.739099914417518e-268 1.042291774589073e-233
probs= 2.941537369267225e-268 2.2232432926574432e-234
TEST 351 113/78082 features true -616.014 -538.006 ham right
Test email 352
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.385078119956719e-58 1.435544466273704e-70
probs= 6.596512850317884e-58 3.0620644657901158e-71
TEST 352 30/78082 features true -131.663 -162.364 spam wrong
Test email 353
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 353 264/78082 features true -1535.617 -1221.627 ham right
Test email 354
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 354 210/78082 features true -1054.634 -897.226 ham right
Test email 355
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 355 184/78082 features true -1000.896 -799.217 ham right
Test email 356
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 356 196/78082 features true -1027.699 -809.258 ham right
Test email 357
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1066870973065664e-193 1.000570965947504e-161
probs= 1.6573236778685346e-193 2.1342514093499286e-162
TEST 357 100/78082 features true -443.894 -372.261 ham right
Test email 358
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.354525233414207e-260 4.996406878613674e-221
probs= 4.212387052841256e-260 1.0657503350868155e-221
TEST 358 147/78082 features true -597.234 -508.808 ham right
Test email 359
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.777480981343205e-216 4.2111071346738716e-193
probs= 6.118518218026836e-216 8.982432673918695e-194
TEST 359 71/78082 features true -495.547 -444.506 ham right
Test email 360
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.7682922449437763e-132 5.438702706772963e-126
probs= 2.1778062298245135e-132 1.1600935178019617e-126
TEST 360 73/78082 features true -303.163 -289.977 ham right
Test email 361
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.485986787699068e-165 3.525293782946863e-156
probs= 1.9557174728936245e-165 7.519569806327591e-157
TEST 361 75/78082 features true -379.256 -359.488 ham right
Test email 362
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.344350421185811e-235 1.9698962954961462e-188
probs= 6.564472506213426e-235 4.201854828912189e-189
TEST 362 124/78082 features true -539.226 -433.753 ham right
Test email 363
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4655187027936704e-35 5.382386898647489e-62
probs= 1.1529186510917732e-35 1.148081167159081e-62
TEST 363 11/78082 features true -80.448 -142.622 spam wrong
Test email 364
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0173960685245736e-201 8.886432152696287e-167
probs= 8.003820768124084e-202 1.895505765353143e-167
TEST 364 115/78082 features true -463.042 -383.892 ham right
Test email 365
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.93502482717161e-282 2.815848530449383e-252
probs= 3.0956708413935945e-282 6.006299302255416e-253
TEST 365 129/78082 features true -648.199 -580.761 ham right
Test email 366
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 366 199/78082 features true -1038.808 -778.026 ham right
Test email 367
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.502582500814659e-186 1.5679052217698864e-156
probs= 3.542166560804044e-186 3.3443943939755094e-157
TEST 367 92/78082 features true -427.016 -360.299 ham right
Test email 368
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.207926482e-313 7.348228274756223e-246
probs= 1.73696836243e-313 1.5674017221529379e-246
TEST 368 152/78082 features true -720.157 -565.987 ham right
Test email 369
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.121940173927231e-250 2.1881198768035903e-224
probs= 3.242716518148892e-250 4.6673330426616346e-225
TEST 369 123/78082 features true -574.470 -516.541 ham right
Test email 370
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.158189157203632e-239 5.529306305288347e-218
probs= 6.418020063848321e-239 1.179419569067153e-218
TEST 370 108/78082 features true -548.459 -501.799 ham right
Test email 371
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0032667196852123e-68 2.2802054481735542e-71
probs= 7.892665654418414e-69 4.863754653087867e-72
TEST 371 37/78082 features true -156.812 -164.204 spam wrong
Test email 372
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.558380254583925e-23 8.391725177099765e-56
probs= 2.79936581864564e-23 1.78998310920828e-56
TEST 372 2/78082 features true -51.930 -128.363 spam wrong
Test email 373
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1455353469440598e-111 4.7416345635333154e-110
probs= 9.011888176241403e-112 1.0114065462873186e-110
TEST 373 53/78082 features true -255.691 -253.273 ham right
Test email 374
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.574514712917522e-174 1.3372613841894678e-144
probs= 4.385452038965183e-174 2.8524233572707415e-145
TEST 374 85/78082 features true -399.172 -332.827 ham right
Test email 375
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.508336055321057e-154 1.0178828324002572e-143
probs= 1.1866029188019654e-154 2.171178200784735e-144
TEST 375 67/78082 features true -354.427 -330.797 ham right
Test email 376
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4342845427155626e-51 5.4742020813457085e-74
probs= 1.128346842054747e-51 1.1676656533916825e-74
TEST 376 20/78082 features true -117.311 -170.236 spam wrong
Test email 377
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.3715577725510023e-134 1.3460906953844588e-126
probs= 1.8656965502409288e-134 2.871256574006802e-127
TEST 377 64/78082 features true -307.923 -291.374 ham right
Test email 378
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 378 212/78082 features true -1134.951 -935.323 ham right
Test email 379
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 379 228/78082 features true -1121.755 -830.717 ham right
Test email 380
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.150995396854861e-36 1.053723853134924e-61
probs= 4.05227081264888e-36 2.2476282993972464e-62
TEST 380 11/78082 features true -81.494 -141.950 spam wrong
Test email 381
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5112560321001994e-294 1.7292305267584817e-241
probs= 1.1889000547463998e-294 3.6885066771154348e-242
TEST 381 133/78082 features true -676.787 -555.920 ham right
Test email 382
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.411913412932926e-236 6.524856390937572e-194
probs= 1.8974441972579061e-236 1.39177373940461e-194
TEST 382 117/78082 features true -542.770 -446.371 ham right
Test email 383
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.943302669117669e-80 2.3906154242480766e-92
probs= 3.1021829919053607e-80 5.099262832980131e-93
TEST 383 34/78082 features true -183.075 -212.511 spam wrong
Test email 384
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 384 521/78082 features true -2764.973 -2387.739 ham right
Test email 385
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 385 491/78082 features true -2795.303 -2394.949 ham right
Test email 386
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.71360235352283e-160 6.24621193111947e-157
probs= 4.494871819609761e-160 1.3323379421134923e-157
TEST 386 70/78082 features true -366.911 -361.219 ham right
Test email 387
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.290939902840982e-37 1.39371307459665e-63
probs= 3.375668038400865e-37 2.9728367051611855e-64
TEST 387 12/78082 features true -83.979 -146.276 spam wrong
Test email 388
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6937342644548704e-85 2.2747767009271876e-79
probs= 2.1191517164910878e-85 4.852174953240599e-80
TEST 388 44/78082 features true -194.969 -182.627 ham right
Test email 389
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.9921113707327565e-71 1.3521890044978066e-78
probs= 1.5671873378289802e-71 2.88426447175995e-79
TEST 389 30/78082 features true -163.034 -180.845 spam wrong
Test email 390
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1138764878526747e-57 1.2458193563985534e-70
probs= 8.762828992969533e-58 2.6573744468701033e-71
TEST 390 28/78082 features true -131.379 -162.506 spam wrong
Test email 391
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.7762718249003304e-48 1.471946819709825e-72
probs= 2.1840837386289062e-48 3.1397119058706146e-73
TEST 391 13/78082 features true -109.743 -166.945 spam wrong
Test email 392
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.342823694981686e-292 2.3824009520550547e-219
probs= 3.416484843764288e-292 5.081741088444579e-220
TEST 392 145/78082 features true -671.126 -504.943 ham right
Test email 393
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.95488891020195e-62 2.705576307064766e-68
probs= 4.6846911449604214e-62 5.771084953468169e-69
TEST 393 33/78082 features true -141.216 -157.126 spam wrong
Test email 394
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.9412184074170905e-42 2.255559593140472e-65
probs= 2.3138466621964498e-42 4.811184218177056e-66
TEST 394 15/78082 features true -95.870 -150.400 spam wrong
Test email 395
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0923821989833884e-123 1.080852397077932e-102
probs= 8.593734142920094e-124 2.3054943929722765e-103
TEST 395 74/78082 features true -283.370 -236.331 ham right
Test email 396
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6331905579969356e-45 8.511456068226768e-64
probs= 2.0715221855621973e-45 1.8155221096217634e-64
TEST 396 20/78082 features true -102.888 -146.769 spam wrong
Test email 397
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 397 190/78082 features true -914.349 -779.764 ham right
Test email 398
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1459514844749784e-173 7.674125163481861e-156
probs= 9.015161916248274e-174 1.636916620919443e-156
TEST 398 87/78082 features true -398.451 -358.710 ham right
Test email 399
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.374159804676881e-117 1.3774714677577468e-108
probs= 1.867743560192386e-117 2.9381928133576577e-109
TEST 399 57/78082 features true -268.778 -249.904 ham right
Test email 400
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.5557964086875334e-49 2.5117796052918004e-68
probs= 3.584029763755439e-49 5.357710092550987e-69
TEST 400 18/78082 features true -111.550 -157.200 spam wrong
Test email 401
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.203185683701264e-145 1.7752042883644963e-123
probs= 1.7332387923234753e-145 3.786570251654437e-124
TEST 401 69/78082 features true -333.325 -284.189 ham right
Test email 402
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.936005457791046e-125 2.68904507232153e-121
probs= 3.0964423002148456e-125 5.735823275636417e-122
TEST 402 59/78082 features true -286.693 -279.169 ham right
Test email 403
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 7.496450727717556e-298
probs= 0.0 1.5990180682089583e-298
TEST 403 165/78082 features true -839.528 -685.701 ham right
Test email 404
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.070161014313394e-64 7.944264824126599e-68
probs= 8.41892082797192e-65 1.6945383160389266e-68
TEST 404 37/78082 features true -147.538 -156.048 spam wrong
Test email 405
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.983278772051811e-63 6.455836585463612e-85
probs= 3.9203287060998507e-63 1.3770515835436945e-85
TEST 405 27/78082 features true -143.697 -195.400 spam wrong
Test email 406
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 406 494/78082 features true -2728.208 -2357.299 ham right
Test email 407
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.492116829723685e-45 2.0332814822657776e-63
probs= 2.7472366044220635e-45 4.337057556953462e-64
TEST 407 19/78082 features true -102.606 -145.898 spam wrong
Test email 408
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.4730837408216337e-148 6.104526947089908e-125
probs= 1.9455666891659602e-148 1.3021160600941134e-125
TEST 408 78/78082 features true -340.117 -287.559 ham right
Test email 409
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 409 234/78082 features true -1293.152 -1028.975 ham right
Test email 410
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 410 204/78082 features true -1044.023 -787.892 ham right
Test email 411
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4495470352347512e-136 1.3679118601479305e-124
probs= 1.1403537937599538e-136 2.917801849889352e-125
TEST 411 67/78082 features true -313.020 -286.752 ham right
Test email 412
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.015009403817648e-95 2.8399899201052756e-94
probs= 3.15859443973397e-95 6.057793695607079e-95
TEST 412 55/78082 features true -217.595 -216.944 ham right
Test email 413
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.0487888366569103e-86 1.3655099478014725e-94
probs= 2.3984719583050022e-86 2.9126784903426273e-95
TEST 413 38/78082 features true -197.147 -217.677 spam wrong
Test email 414
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1566567180486382e-67 1.9898930200457026e-76
probs= 1.6966346110089272e-67 4.244508512663505e-77
TEST 414 31/78082 features true -153.745 -175.853 spam wrong
Test email 415
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5608844766057162e-160 6.739338140714333e-137
probs= 2.0146392337005907e-160 1.4375234155714983e-137
TEST 415 75/78082 features true -367.713 -315.091 ham right
Test email 416
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.37223513721708e-43 3.2088115152528365e-61
probs= 2.652926078768695e-43 6.844502520899607e-62
TEST 416 20/78082 features true -98.035 -140.837 spam wrong
Test email 417
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.986691382372035e-76 1.0862410350856512e-83
probs= 6.28310333924619e-76 2.3169885384690536e-84
TEST 417 36/78082 features true -173.159 -192.577 spam wrong
Test email 418
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.492580091975135e-166 7.231098767753659e-147
probs= 7.467780939375304e-166 1.5424176056929967e-147
TEST 418 84/78082 features true -380.219 -338.047 ham right
Test email 419
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.422862448746269e-125 2.3092840265859388e-107
probs= 5.052844359093179e-125 4.92578023555093e-108
TEST 419 67/78082 features true -286.203 -247.085 ham right
Test email 420
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.027749510684e-312 4.449908079366345e-247
probs= 8.08527095054e-313 9.491803093518444e-248
TEST 420 148/78082 features true -718.619 -568.791 ham right
Test email 421
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.613357553184544e-38 7.666290332488379e-63
probs= 4.41600957120265e-38 1.6352454252063012e-63
TEST 421 15/78082 features true -86.013 -144.571 spam wrong
Test email 422
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.878736426901347e-189 8.369581901880054e-155
probs= 7.771568833671698e-189 1.78525987438e-155
TEST 422 100/78082 features true -433.138 -356.321 ham right
Test email 423
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3051287496890327e-180 3.4250532447600113e-160
probs= 1.0267404126089949e-180 7.305753378327712e-161
TEST 423 73/78082 features true -414.439 -368.728 ham right
Test email 424
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.601752741731698e-56 5.472152259715351e-71
probs= 5.193576752947324e-56 1.1672284195669568e-71
TEST 424 26/78082 features true -127.297 -163.329 spam wrong
Test email 425
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3531606301715513e-45 6.43729654607834e-70
probs= 1.0645269319824723e-45 1.373096930996891e-70
TEST 425 13/78082 features true -103.554 -160.864 spam wrong
Test email 426
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.993886266316311e-258 6.807242569811137e-240
probs= 3.9286735862815766e-258 1.452007657912442e-240
TEST 426 120/78082 features true -592.699 -552.247 ham right
Test email 427
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.659241138148348e-174 6.335751955324194e-141
probs= 3.6654093856771296e-174 1.3514371294131354e-141
TEST 427 95/78082 features true -399.351 -324.363 ham right
Test email 428
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 428 300/78082 features true -1529.863 -1376.113 ham right
Test email 429
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6512218745941705e-152 2.2032810956977423e-147
probs= 2.085707361888548e-152 4.699672430764572e-148
TEST 429 74/78082 features true -349.258 -339.235 ham right
Test email 430
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6353715921917192e-183 1.7902682626023443e-149
probs= 2.073237997852441e-183 3.8187022136458517e-150
TEST 430 92/78082 features true -420.644 -344.048 ham right
Test email 431
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.213756972625667e-309 1.0934154896089683e-255
probs= 2.528251837900986e-309 2.332291890453894e-256
TEST 431 124/78082 features true -710.571 -588.615 ham right
Test email 432
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.671322048197755e-46 3.2515952774145846e-65
probs= 3.6749133971179745e-46 6.935761719695701e-66
TEST 432 20/78082 features true -104.617 -150.034 spam wrong
Test email 433
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.363091520879944e-86 3.1871323288064758e-83
probs= 4.219126122476488e-86 6.798260089526546e-84
TEST 433 41/78082 features true -196.583 -191.500 ham right
Test email 434
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.5627825463485565e-267
probs= 0.0 3.333467555590525e-268
TEST 434 169/78082 features true -807.086 -615.889 ham right
Test email 435
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.931752315241096e-302
probs= 0.0 4.120492440447853e-303
TEST 435 178/78082 features true -881.509 -696.267 ham right
Test email 436
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2521551788438335e-68 1.0720768041422797e-81
probs= 9.85066281991666e-69 2.2867757590840132e-82
TEST 436 23/78082 features true -156.591 -187.985 spam wrong
Test email 437
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.66670169139613e-83 7.410803727780875e-87
probs= 4.45797522592498e-83 1.580749276035046e-87
TEST 437 43/78082 features true -189.620 -199.867 spam wrong
Test email 438
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4090086934034035e-224 7.93713629045751e-180
probs= 1.108462416125127e-224 1.6930177759125754e-180
TEST 438 115/78082 features true -515.676 -413.939 ham right
Test email 439
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.8974993362714816e-75 7.563148508709218e-86
probs= 2.2794530154718493e-75 1.6132449284644094e-86
TEST 439 32/78082 features true -171.870 -197.544 spam wrong
Test email 440
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.7715036205239577e-70 2.653069009732086e-85
probs= 2.1803326082289612e-70 5.659085128221083e-86
TEST 440 32/78082 features true -160.401 -196.289 spam wrong
Test email 441
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.355070575685919e-200 2.17241787619309e-177
probs= 7.359602663840348e-200 4.633840149030808e-178
TEST 441 90/78082 features true -458.521 -408.327 ham right
Test email 442
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 442 297/78082 features true -1503.568 -1181.859 ham right
Test email 443
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.223685833302443e-47 3.801246462405185e-68
probs= 9.626695432830599e-48 8.108186121503295e-69
TEST 443 17/78082 features true -108.260 -156.785 spam wrong
Test email 444
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.35836655629859e-184 4.3214243370688556e-134
probs= 3.428712360662866e-184 9.217742964442744e-135
TEST 444 91/78082 features true -422.443 -308.628 ham right
Test email 445
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.952031706211089e-290 1.4087247718593912e-273
probs= 3.895746744142636e-290 3.004857158612381e-274
TEST 445 138/78082 features true -666.390 -629.808 ham right
Test email 446
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 446 213/78082 features true -1130.785 -874.493 ham right
Test email 447
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 447 273/78082 features true -1286.172 -986.875 ham right
Test email 448
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 448 186/78082 features true -1059.375 -833.592 ham right
Test email 449
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.392203995928681e-115 1.0171067444333872e-113
probs= 1.8819388649663274e-115 2.169522779137053e-114
TEST 449 47/78082 features true -264.165 -261.720 ham right
Test email 450
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.795056400906285e-162 3.190475378021039e-141
probs= 1.412164853591704e-162 6.805390925559702e-142
TEST 450 74/78082 features true -372.674 -325.049 ham right
Test email 451
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.331328787213694e-125 1.817442787117649e-118
probs= 1.0473518943075257e-125 3.8766663853228523e-119
TEST 451 64/78082 features true -287.777 -272.653 ham right
Test email 452
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.3094322970732504e-95 3.623171484217105e-96
probs= 3.390215942957171e-95 7.728346223982414e-97
TEST 452 46/78082 features true -217.525 -221.306 spam wrong
Test email 453
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.094212700321106e-223 1.2584634920991003e-172
probs= 8.608134635585796e-224 2.6843448121488414e-173
TEST 453 119/78082 features true -513.626 -397.360 ham right
Test email 454
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.734579084094725e-289 2.1380852382336557e-225
probs= 2.151284199190558e-289 4.5606074814386245e-226
TEST 454 143/78082 features true -664.681 -518.867 ham right
Test email 455
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3240586699758e-60 1.2588321826326264e-72
probs= 1.041632517445795e-60 2.6851312414153022e-73
TEST 455 29/78082 features true -138.114 -167.101 spam wrong
Test email 456
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.108885072612452e-121 3.795053733851525e-105
probs= 7.165929353782447e-121 8.094976823919035e-106
TEST 456 65/78082 features true -276.643 -241.983 ham right
Test email 457
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.43765929400607e-92 3.9175575450570014e-91
probs= 4.27778833964479e-92 8.356281559529105e-92
TEST 457 48/78082 features true -210.384 -209.715 ham right
Test email 458
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.6909782105635715e-53 1.0298313581907934e-67
probs= 1.330286890117574e-53 2.196664806808684e-68
TEST 458 25/78082 features true -121.752 -155.789 spam wrong
Test email 459
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0193137003971733e-197 1.1973012265711063e-178
probs= 1.588587319394189e-197 2.553883649627957e-179
TEST 459 99/78082 features true -453.146 -411.225 ham right
Test email 460
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.538819007231101e-74 3.597313230027869e-79
probs= 7.504156939015044e-74 7.673189701032096e-80
TEST 460 39/78082 features true -168.376 -182.169 spam wrong
Test email 461
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.195815316668676e-83 4.444284307271998e-88
probs= 1.7274405492842946e-83 9.479807399133231e-89
TEST 461 38/78082 features true -190.568 -202.681 spam wrong
Test email 462
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 2.5495927351502474e-282
probs= 0.0 5.438366766029315e-283
TEST 462 196/78082 features true -875.831 -649.938 ham right
Test email 463
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.786340171622192e-90 3.941997147025439e-84
probs= 2.978701121261531e-90 8.408412049739458e-85
TEST 463 53/78082 features true -206.141 -193.591 ham right
Test email 464
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.7239609631730335e-186 1.795788674603247e-160
probs= 2.9296276070687194e-186 3.830477437487133e-161
TEST 464 95/78082 features true -427.206 -369.373 ham right
Test email 465
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.197405429735382e-271 2.471036309484397e-227
probs= 9.419948378883589e-272 5.2708032768848264e-228
TEST 465 129/78082 features true -624.060 -523.327 ham right
Test email 466
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.0877245690935146e-169 3.8925200912734307e-144
probs= 4.002495864531864e-169 8.302875831357173e-145
TEST 466 94/78082 features true -387.750 -331.758 ham right
Test email 467
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5188592672085392e-62 8.334554530213973e-73
probs= 1.1948814943202041e-62 1.777788418592417e-73
TEST 467 33/78082 features true -142.582 -167.513 spam wrong
Test email 468
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.9675086560749056e-158 4.488757693261998e-140
probs= 2.3345291126910464e-158 9.574670622190917e-141
TEST 468 80/78082 features true -362.961 -322.405 ham right
Test email 469
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.6089109492760687e-245 6.520248602519991e-207
probs= 1.2657248507508853e-245 1.3907908826899044e-207
TEST 469 116/78082 features true -563.898 -476.305 ham right
Test email 470
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.4908186616741207e-265 1.6372195703672987e-196
probs= 2.7462153399689104e-265 3.492244222940026e-197
TEST 470 138/78082 features true -609.175 -452.359 ham right
Test email 471
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0027624603060509e-127 1.8767202408367456e-111
probs= 7.888698662785248e-128 4.0031071810767584e-112
TEST 471 65/78082 features true -292.665 -256.502 ham right
Test email 472
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.3363291623284e-146 1.1705830056296304e-123
probs= 7.344858856772916e-146 2.4968927887691588e-124
TEST 472 78/78082 features true -334.183 -284.606 ham right
Test email 473
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 473 412/78082 features true -2227.330 -1741.856 ham right
Test email 474
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.755662657345311e-43 7.774048980695685e-64
probs= 6.101353815672377e-43 1.65823070607424e-64
TEST 474 17/78082 features true -97.203 -146.860 spam wrong
Test email 475
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3636399397178778e-129 2.4522232627721292e-116
probs= 1.072770969676084e-129 5.230674417637146e-117
TEST 475 68/78082 features true -296.963 -267.748 ham right
Test email 476
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.7510451178179607e-128 6.352098706218068e-111
probs= 2.9509346207422164e-128 1.3549239461728545e-111
TEST 476 72/78082 features true -293.649 -255.283 ham right
Test email 477
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2311533381647993e-52 6.195460913140519e-69
probs= 9.685442043273148e-53 1.3215125798619555e-69
TEST 477 21/78082 features true -119.766 -158.600 spam wrong
Test email 478
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1642703191891309e-230 4.8186855398661606e-175
probs= 9.159275574900008e-231 1.0278417778127945e-175
TEST 478 128/78082 features true -529.682 -402.925 ham right
Test email 479
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.689078033780298e-214 1.186356442621218e-151
probs= 7.622365211535366e-214 2.5305380585953817e-152
TEST 479 109/78082 features true -490.722 -349.065 ham right
Test email 480
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 480 169/78082 features true -992.766 -783.720 ham right
Test email 481
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.8520520016697825e-300 7.734153945287104e-273
probs= 2.2436997496794547e-300 1.6497209612940487e-273
TEST 481 142/78082 features true -689.967 -628.105 ham right
Test email 482
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.9693501968583915e-301 3.817116722459465e-254
probs= 3.1226744946680774e-301 8.142037918167734e-255
TEST 482 144/78082 features true -691.939 -585.062 ham right
Test email 483
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.3701554306724196e-111 3.114813455993897e-103
probs= 1.864593332585676e-111 6.644001509699893e-104
TEST 483 59/78082 features true -254.964 -237.575 ham right
Test email 484
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.692135029248778e-38 7.522512955484017e-64
probs= 7.624770139623418e-38 1.6045772287517285e-64
TEST 484 11/78082 features true -85.467 -146.893 spam wrong
Test email 485
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4058100113654946e-160 1.5751231021175658e-143
probs= 1.1059460236878368e-160 3.3597903746993413e-144
TEST 485 82/78082 features true -368.313 -330.360 ham right
Test email 486
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0330500855836638e-96 3.77124307496443e-92
probs= 8.126970395607718e-97 8.044187890383259e-93
TEST 486 48/78082 features true -221.256 -212.055 ham right
Test email 487
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.2671884627228442e-110 2.428263991328701e-103
probs= 1.7835895640434277e-110 5.179568488537243e-104
TEST 487 61/78082 features true -252.706 -237.824 ham right
Test email 488
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 488 525/78082 features true -2933.873 -2512.042 ham right
Test email 489
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 489 423/78082 features true -2294.468 -2050.463 ham right
Test email 490
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.139191624857671e-138 2.3475846838233248e-126
probs= 7.189771416846667e-138 5.007476821270377e-127
TEST 490 76/78082 features true -315.784 -290.817 ham right
Test email 491
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.7995589622942356e-255 3.519213424115933e-210
probs= 2.2024036515585676e-255 7.506600197128531e-211
TEST 491 131/78082 features true -586.370 -483.830 ham right
Test email 492
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.524792784943025e-139 5.555586201083175e-134
probs= 3.559639316879301e-139 1.1850251589299938e-134
TEST 492 64/78082 features true -318.790 -308.377 ham right
Test email 493
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0043728837015564e-80 2.5279995730847817e-81
probs= 1.5768334289811334e-80 5.392307827544227e-82
TEST 493 44/78082 features true -183.751 -187.127 spam wrong
Test email 494
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.557462391905161e-69 1.5051760758049693e-87
probs= 1.2252504431219602e-69 3.210591022961078e-88
TEST 494 29/78082 features true -158.675 -201.461 spam wrong
Test email 495
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.206752641367357e-54 4.462082717224767e-70
probs= 3.3094382019939615e-54 9.517772004162434e-71
TEST 495 22/78082 features true -123.143 -161.230 spam wrong
Test email 496
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 496 365/78082 features true -2068.401 -1617.869 ham right
Test email 497
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4432691389440738e-76 1.585134809619103e-82
probs= 1.1354149937914892e-76 3.3811456823910056e-83
TEST 497 38/78082 features true -174.869 -189.896 spam wrong
Test email 498
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.5109934131630225e-285
probs= 0.0 3.222999598542053e-286
TEST 498 150/78082 features true -831.622 -657.369 ham right
Test email 499
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.24736525553212e-86 3.402957605789859e-93
probs= 4.914781305455484e-86 7.25862263976198e-94
TEST 499 43/78082 features true -196.430 -214.461 spam wrong
Test email 500
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0818754665436968e-140 7.450335507129405e-128
probs= 1.6378044511155872e-140 1.58918153708e-128
TEST 500 73/78082 features true -321.869 -294.268 ham right
Test email 501
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.9799073725417715e-46 6.25360192487761e-69
probs= 2.3442831413752243e-46 1.3339142525532484e-69
TEST 501 18/78082 features true -105.067 -158.590 spam wrong
Test email 502
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.33302790033331e-57 3.2778398511477086e-72
probs= 4.1954751729652414e-57 6.991742275182504e-73
TEST 502 21/78082 features true -129.813 -166.144 spam wrong
Test email 503
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8364493780482283e-215 6.677012333754205e-159
probs= 1.444728569960652e-215 1.4242291120317628e-159
TEST 503 113/78082 features true -494.688 -365.757 ham right
Test email 504
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 504 340/78082 features true -1883.017 -1531.263 ham right
Test email 505
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.291109090579575e-41 2.60683782309712e-65
probs= 4.16249778584318e-41 5.560472457466481e-66
TEST 505 15/78082 features true -92.980 -150.255 spam wrong
Test email 506
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4075564929799045e-124 6.960843934096397e-121
probs= 1.1073199749197137e-124 1.4847713437838833e-121
TEST 506 66/78082 features true -285.419 -278.218 ham right
Test email 507
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.3532133615908565e-144 1.8125080475939935e-119
probs= 1.8512650636287637e-144 3.86614042050719e-120
TEST 507 71/78082 features true -330.956 -274.958 ham right
Test email 508
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.520595731942675e-164 6.331183253727106e-138
probs= 3.5563375093523824e-164 1.3504626100482593e-138
TEST 508 89/78082 features true -376.355 -317.456 ham right
Test email 509
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.734555580309332e-102 1.6414466729519374e-95
probs= 2.9379623568568527e-102 3.5012607744448843e-96
TEST 509 58/78082 features true -233.786 -219.795 ham right
Test email 510
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 510 330/78082 features true -1609.027 -1232.689 ham right
Test email 511
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.503894852709029e-131 7.500606906159647e-120
probs= 1.1831090395939253e-131 1.599904595002102e-120
TEST 511 80/78082 features true -301.471 -275.840 ham right
Test email 512
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.249546904680747e-79 6.410816423936712e-92
probs= 3.3431043054968966e-79 1.3674486321831223e-92
TEST 512 24/78082 features true -180.697 -211.525 spam wrong
Test email 513
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 513 205/78082 features true -1238.216 -1027.821 ham right
Test email 514
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1773775245437078e-152 1.2455362577509358e-132
probs= 9.26238952007297e-153 2.656770587965312e-133
TEST 514 70/78082 features true -350.070 -305.267 ham right
Test email 515
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.7335651008596045e-149 1.235395559423318e-135
probs= 3.7238797980093026e-149 2.6351401385178654e-136
TEST 515 71/78082 features true -341.770 -312.183 ham right
Test email 516
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 516 366/78082 features true -1869.825 -1576.371 ham right
Test email 517
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 517 231/78082 features true -1281.266 -1030.176 ham right
Test email 518
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0465552774739091e-137 1.5626757112308064e-123
probs= 8.233215287516336e-138 3.333239672703268e-124
TEST 518 84/78082 features true -315.649 -284.317 ham right
Test email 519
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.25968680929166e-69 1.4880682584349715e-75
probs= 9.909913904190627e-70 3.1740994750594824e-76
TEST 519 32/78082 features true -158.887 -173.841 spam wrong
Test email 520
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.2815130539217587e-151 7.380721481135674e-142
probs= 1.7948586719238057e-151 1.5743326319903995e-142
TEST 520 79/78082 features true -347.105 -326.513 ham right
Test email 521
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0452343791253721e-109 7.538290635850838e-103
probs= 1.608979030463949e-109 1.6079426608605117e-103
TEST 521 58/78082 features true -250.506 -236.691 ham right
Test email 522
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.6523178589270618e-52 3.935162261979959e-68
probs= 1.2998729210740322e-52 8.393833010833159e-69
TEST 522 27/78082 features true -119.472 -156.751 spam wrong
Test email 523
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.230455493173091e-46 2.62239412622974e-65
probs= 4.901478452088898e-46 5.593654573493233e-66
TEST 523 17/78082 features true -104.329 -150.249 spam wrong
Test email 524
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2210717527062348e-193 3.0804993000490535e-164
probs= 9.606130548403806e-194 6.570808264864346e-165
TEST 524 101/78082 features true -444.439 -378.044 ham right
Test email 525
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 525 171/78082 features true -876.032 -758.673 ham right
Test email 526
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.3482222969727985e-96 2.1428831803027332e-103
probs= 5.780821849901103e-96 4.5708416526982423e-104
TEST 526 42/78082 features true -219.294 -237.949 spam wrong
Test email 527
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1930176933749162e-120 1.2240631757168877e-105
probs= 9.385430204012049e-121 2.610967784212302e-106
TEST 527 55/78082 features true -276.374 -243.114 ham right
Test email 528
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5667096475669736e-49 2.6295320567266344e-72
probs= 1.2325252281544503e-49 5.6088800185054336e-73
TEST 528 18/78082 features true -112.618 -166.364 spam wrong
Test email 529
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.727909562828471e-166 7.215615660414861e-141
probs= 5.292823901228443e-166 1.5391150069984948e-141
TEST 529 85/78082 features true -380.563 -324.233 ham right
Test email 530
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.78907552155579e-129 4.229488073431663e-115
probs= 5.3409429559318785e-129 9.021639832415286e-116
TEST 530 73/78082 features true -295.358 -264.900 ham right
Test email 531
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.72278516964372e-156 8.659865748857021e-130
probs= 7.648882502333322e-156 1.847178391967149e-130
TEST 531 78/78082 features true -357.169 -298.722 ham right
Test email 532
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 532 175/78082 features true -1013.099 -794.113 ham right
Test email 533
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.6553676254727655e-113 2.7629682873468643e-106
probs= 3.6623621062392033e-113 5.89350397118018e-107
TEST 533 66/78082 features true -258.894 -244.603 ham right
Test email 534
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 3.360204072139497e-306
probs= 0.0 7.167427919393928e-307
TEST 534 159/78082 features true -845.947 -704.924 ham right
Test email 535
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 535 229/78082 features true -1246.120 -1039.719 ham right
Test email 536
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 536 360/78082 features true -1944.362 -1510.222 ham right
Test email 537
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3595911546805202e-117 6.007552996678137e-107
probs= 1.0695858040586596e-117 1.2814311914161021e-107
TEST 537 60/78082 features true -269.335 -246.129 ham right
Test email 538
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.571955156327852e-59 9.263461154720803e-72
probs= 5.170135092391163e-59 1.975927315280351e-72
TEST 538 21/78082 features true -134.210 -165.105 spam wrong
Test email 539
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0033331781714861e-145 1.6158883115013642e-134
probs= 7.893188481102253e-146 3.446743932758492e-135
TEST 539 68/78082 features true -334.111 -309.612 ham right
Test email 540
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.417543015914067e-188 1.2402746068865598e-160
probs= 4.261962931099264e-188 2.6455473103018757e-161
TEST 540 91/78082 features true -431.436 -369.743 ham right
Test email 541
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.076469107646915e-70 2.4630532959083855e-73
probs= 5.567034526770914e-70 5.253775241337815e-74
TEST 541 35/78082 features true -159.464 -168.732 spam wrong
Test email 542
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1914889674868683e-176 6.137711948784452e-159
probs= 9.373403768693432e-177 1.3091945321911716e-159
TEST 542 78/78082 features true -405.320 -365.842 ham right
Test email 543
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.6066057500105794e-166 1.0020599056027406e-137
probs= 1.2639113582157171e-166 2.137427367543575e-138
TEST 543 85/78082 features true -381.995 -316.997 ham right
Test email 544
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.4178625689299935e-123 5.143809012156584e-116
probs= 2.688821026354799e-123 1.0971917042611884e-116
TEST 544 60/78082 features true -282.229 -267.007 ham right
Test email 545
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.6120684030090824e-63 9.164714907905882e-72
probs= 3.6282987530653476e-63 1.9548644098388375e-72
TEST 545 33/78082 features true -143.774 -165.116 spam wrong
Test email 546
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.311303242347099e-110 2.132586411667512e-108
probs= 4.9650811053636857e-110 4.548878300053224e-109
TEST 546 63/78082 features true -251.682 -249.467 ham right
Test email 547
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.419679731496732e-98 8.309466634091368e-102
probs= 1.1168572860239939e-98 1.772437086255226e-102
TEST 547 49/78082 features true -225.543 -234.291 spam wrong
Test email 548
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 548 247/78082 features true -1394.107 -1127.926 ham right
Test email 549
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 549 278/78082 features true -1543.793 -1293.278 ham right
Test email 550
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.985573275833025e-215 1.7718865729316128e-176
probs= 3.135437136517912e-215 3.779493453426789e-177
TEST 550 103/78082 features true -493.913 -406.228 ham right
Test email 551
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.937091329193752e-155 5.822802076110762e-126
probs= 7.030779791684925e-155 1.242023200776855e-126
TEST 551 89/78082 features true -354.950 -289.909 ham right
Test email 552
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.537527471755254e-108 4.174176062703148e-101
probs= 4.356354300323487e-108 8.903657459481326e-102
TEST 552 59/78082 features true -247.208 -232.677 ham right
Test email 553
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.774106608332468e-102 2.3653862887220528e-105
probs= 4.5424703140591775e-102 5.045448241226404e-106
TEST 553 36/78082 features true -233.350 -242.456 spam wrong
Test email 554
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.538347625545034e-122 2.9209063380111958e-117
probs= 2.783606216529807e-122 6.230391127306211e-118
TEST 554 57/78082 features true -279.892 -269.876 ham right
Test email 555
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.461172590704767e-275 2.692308605828611e-225
probs= 5.0829828193569277e-275 5.742784502000159e-226
TEST 555 142/78082 features true -631.585 -518.636 ham right
Test email 556
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.202609577828799e-64 1.6328525137004475e-81
probs= 4.8795721638266196e-64 3.4829291446865684e-82
TEST 556 28/78082 features true -145.780 -187.564 spam wrong
Test email 557
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.005066261851262e-138 1.3943509067701318e-127
probs= 6.297558795340187e-138 2.974197222567258e-128
TEST 557 74/78082 features true -315.917 -293.641 ham right
Test email 558
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.109259127828687e-171 4.793353284603606e-162
probs= 7.166223621767232e-171 1.0224383228519639e-162
TEST 558 78/78082 features true -391.773 -372.997 ham right
Test email 559
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.8737097504906702e-202 6.509647444751741e-173
probs= 2.260737828080408e-202 1.38852962020302e-173
TEST 559 99/78082 features true -464.306 -398.019 ham right
Test email 560
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.308480471064829e-177 5.781154876770834e-159
probs= 1.0293772005804157e-177 1.2331397135568807e-159
TEST 560 79/78082 features true -407.529 -365.901 ham right
Test email 561
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.450479205140558e-112 1.717827326605836e-106
probs= 1.1410871287002329e-112 3.664183268956338e-107
TEST 561 63/78082 features true -257.758 -245.078 ham right
Test email 562
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 562 251/78082 features true -1159.685 -894.505 ham right
Test email 563
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5757879799000444e-98 6.691553543108021e-91
probs= 2.0263637697859264e-98 1.4273308007288405e-91
TEST 563 50/78082 features true -224.947 -209.179 ham right
Test email 564
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 564 306/78082 features true -1599.198 -1280.432 ham right
Test email 565
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.867033354620138e-172 1.0214554117156078e-143
probs= 1.4687888818127574e-172 2.1787986322166837e-144
TEST 565 81/78082 features true -395.660 -330.793 ham right
Test email 566
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.606633183961503e-215 2.1585015470823573e-177
probs= 1.2639329404129503e-215 4.604156152564417e-178
TEST 566 112/78082 features true -494.822 -408.333 ham right
Test email 567
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0522384482484964e-257 2.625046082581604e-206
probs= 1.6144891081655797e-257 5.599311285284925e-207
TEST 567 134/78082 features true -591.285 -474.912 ham right
Test email 568
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.269685460804656e-67 7.491893427118702e-84
probs= 2.5722505920799693e-67 1.5980459807152216e-84
TEST 568 25/78082 features true -153.328 -192.948 spam wrong
Test email 569
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.390301013040402e-176 9.541277920803225e-145
probs= 1.0937451466914086e-176 2.0351865627232313e-145
TEST 569 93/78082 features true -405.165 -333.164 ham right
Test email 570
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.439368952199925e-149 4.8315437130447304e-160
probs= 4.279133322015148e-149 1.0305844692521808e-160
TEST 570 76/78082 features true -341.631 -368.383 spam wrong
Test email 571
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.359752426381949e-40 2.9304528408706722e-64
probs= 5.003195916042987e-40 6.250754137902772e-65
TEST 571 13/78082 features true -90.493 -147.835 spam wrong
Test email 572
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.173001644021978e-121 2.021762745595481e-108
probs= 2.4961897574996934e-121 4.312487705529449e-109
TEST 572 58/78082 features true -277.698 -249.520 ham right
Test email 573
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.6652086908631336e-30 1.5185758267377564e-60
probs= 1.310014095348271e-30 3.23917314085829e-61
TEST 573 6/78082 features true -68.808 -139.282 spam wrong
Test email 574
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 574 253/78082 features true -1254.636 -1016.773 ham right
Test email 575
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.8844688505349817e-72 2.0804764561174758e-78
probs= 2.269201976020931e-72 4.437726018147353e-79
TEST 575 36/78082 features true -164.967 -180.414 spam wrong
Test email 576
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.216425345299836e-25 5.027120733452496e-57
probs= 9.569577417084522e-26 1.0723017032763023e-57
TEST 576 4/78082 features true -57.609 -131.178 spam wrong
Test email 577
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.9372192708047306e-205 1.0814815369878371e-184
probs= 2.3107005548285502e-205 2.3068363694887763e-185
TEST 577 99/78082 features true -471.192 -425.142 ham right
Test email 578
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.820901194033784e-44 9.181782801311347e-63
probs= 6.939373401822112e-44 1.958505048713538e-63
TEST 578 16/78082 features true -99.377 -144.391 spam wrong
Test email 579
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 579 198/78082 features true -1091.799 -890.085 ham right
Test email 580
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 580 225/78082 features true -1201.333 -1016.130 ham right
Test email 581
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 2.2506048737165267e-305
probs= 0.0 4.800615635564353e-306
TEST 581 181/78082 features true -933.963 -703.022 ham right
Test email 582
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 582 296/78082 features true -1644.550 -1366.308 ham right
Test email 583
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.018440039477655e-129 5.613778182301434e-123
probs= 2.3745966612927806e-129 1.1974377035824688e-123
TEST 583 63/78082 features true -296.169 -283.038 ham right
Test email 584
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.727516626706933e-76 5.363048161912012e-84
probs= 2.14572818763683e-76 1.1439561497902575e-84
TEST 584 36/78082 features true -174.233 -193.283 spam wrong
Test email 585
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.796021849348881e-42 2.2125555691958147e-67
probs= 7.706497552769156e-42 4.719455193614876e-68
TEST 585 14/78082 features true -94.667 -155.024 spam wrong
Test email 586
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.054831688180702e-59 1.615182340272899e-75
probs= 3.1899224973587034e-59 3.4452380724641296e-76
TEST 586 21/78082 features true -134.693 -173.759 spam wrong
Test email 587
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.1106006712274223e-155 2.6955701491208644e-136
probs= 1.6604024733538328e-155 5.749741483168962e-137
TEST 587 74/78082 features true -356.394 -313.705 ham right
Test email 588
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.8718430409349065e-213 8.432403753308908e-189
probs= 3.832662589961028e-213 1.7986599858676482e-189
TEST 588 104/78082 features true -489.107 -434.602 ham right
Test email 589
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3192655870870066e-92 8.766413869582563e-86
probs= 1.0378618152035208e-92 1.8699054632655584e-86
TEST 589 52/78082 features true -211.801 -197.396 ham right
Test email 590
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.13338498035222e-112 6.30687090709992e-108
probs= 2.465023460985138e-112 1.345276705018071e-108
TEST 590 57/78082 features true -256.987 -248.383 ham right
Test email 591
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7342944175080557e-63 2.1722578948662387e-74
probs= 1.3643636049255447e-63 4.633498903498085e-75
TEST 591 29/78082 features true -144.752 -171.161 spam wrong
Test email 592
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4920784286622804e-50 9.726097664582745e-70
probs= 1.1738130984048186e-50 2.0746092335843234e-70
TEST 592 19/78082 features true -114.969 -160.451 spam wrong
Test email 593
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.635623867486856e-45 4.110862131043001e-67
probs= 1.2867398139660233e-45 8.768606720977043e-68
TEST 593 16/78082 features true -103.364 -154.405 spam wrong
Test email 594
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.232501746335658e-44 3.6097095686438195e-64
probs= 6.476481528623838e-44 7.69963150682327e-65
TEST 594 16/78082 features true -99.446 -147.627 spam wrong
Test email 595
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.36184242122766e-62 3.475104847635918e-88
probs= 7.364930052028915e-62 7.412515124984002e-89
TEST 595 20/78082 features true -140.764 -202.927 spam wrong
Test email 596
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.653978099394949e-119 1.2466493773120092e-98
probs= 4.447965618746934e-119 2.659144909300677e-99
TEST 596 64/78082 features true -272.515 -226.978 ham right
Test email 597
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0659801241550204e-238 6.765126289963044e-199
probs= 1.625299638539357e-238 1.4430241142477256e-199
TEST 597 119/78082 features true -547.530 -457.848 ham right
Test email 598
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 598 265/78082 features true -1420.635 -1176.213 ham right
Test email 599
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.303568396836139e-189 1.6150479627906813e-179
probs= 6.5323894243582534e-189 3.444951440790247e-180
TEST 599 75/78082 features true -433.312 -413.228 ham right
Test email 600
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.0577174936543162e-142 2.0202463375802576e-122
probs= 2.4054961028361415e-142 4.3092531564032164e-123
TEST 600 69/78082 features true -326.089 -281.757 ham right
Test email 601
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 601 272/78082 features true -1352.442 -1102.735 ham right
Test email 602
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.7580542222125875e-113 5.76945232327218e-107
probs= 2.1697520116595812e-113 1.2306435196688397e-107
TEST 602 72/78082 features true -259.418 -246.169 ham right
Test email 603
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7725803447785662e-99 3.722424570800566e-102
probs= 1.3944830155754196e-99 7.940056384613036e-103
TEST 603 45/78082 features true -227.623 -235.094 spam wrong
Test email 604
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.583360470446084e-158 1.2005785062283706e-137
probs= 5.965804262793018e-158 2.5608741969908086e-138
TEST 604 85/78082 features true -362.022 -316.816 ham right
Test email 605
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4421974933707931e-176 1.199503369839058e-148
probs= 1.1345719338111287e-176 2.5585808950339996e-149
TEST 605 88/78082 features true -405.129 -342.146 ham right
Test email 606
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.624409887775874e-89 8.918296527511239e-86
probs= 1.2779178137164801e-89 1.9023025433100634e-86
TEST 606 44/78082 features true -204.685 -197.379 ham right
Test email 607
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5981267429792989e-183 6.497735832104435e-160
probs= 1.257240951805709e-183 1.3859888332978083e-160
TEST 607 87/78082 features true -421.144 -368.087 ham right
Test email 608
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.7054404044680965e-62 4.315097993945469e-74
probs= 2.1283608976006926e-62 9.20424866250252e-75
TEST 608 27/78082 features true -142.005 -170.474 spam wrong
Test email 609
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.487419278460395e-75 3.297852788072644e-85
probs= 3.530237704604831e-75 7.03443054047394e-86
TEST 609 32/78082 features true -171.433 -196.072 spam wrong
Test email 610
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0233876887967184e-73 1.4065090780789856e-80
probs= 1.591792312412165e-73 3.0001310095090634e-81
TEST 610 38/78082 features true -167.624 -185.411 spam wrong
Test email 611
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.7822716e-317 4.5493484951978416e-259
probs= 4.5488935e-317 9.703912833714372e-260
TEST 611 145/78082 features true -728.405 -596.400 ham right
Test email 612
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0685542780357163e-218 8.22298161390676e-175
probs= 1.6273247167687767e-218 1.7539895415534e-175
TEST 612 107/78082 features true -501.477 -402.390 ham right
Test email 613
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.206752641367357e-54 4.462082717224767e-70
probs= 3.3094382019939615e-54 9.517772004162434e-71
TEST 613 22/78082 features true -123.143 -161.230 spam wrong
Test email 614
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 8.447528751696488e-287
probs= 0.0 1.8018861987224794e-287
TEST 614 178/78082 features true -815.112 -660.253 ham right
Test email 615
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.8709987295897818e-208 8.356000535900727e-205
probs= 3.0453017250404583e-208 1.782362923492081e-205
TEST 615 111/78082 features true -477.824 -471.452 ham right
Test email 616
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6324931823787214e-94 2.760691330468727e-96
probs= 2.0709735625009406e-94 5.888647145835872e-97
TEST 616 41/78082 features true -215.715 -221.578 spam wrong
Test email 617
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 617 209/78082 features true -1069.657 -841.121 ham right
Test email 618
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 618 209/78082 features true -1072.239 -867.071 ham right
Test email 619
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.867052175048802e-43 9.586770717871358e-64
probs= 2.2555003357963803e-43 2.0448903288290158e-64
TEST 619 19/78082 features true -98.198 -146.650 spam wrong
Test email 620
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 620 402/78082 features true -2189.984 -1979.642 ham right
Test email 621
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.509152947288113e-133 4.171296917254982e-125
probs= 6.694122101082591e-133 8.897516145731879e-126
TEST 621 63/78082 features true -304.343 -287.940 ham right
Test email 622
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.8915809132367066e-57 2.1845787522698494e-75
probs= 2.274797011908854e-57 4.659779705333219e-76
TEST 622 23/78082 features true -130.425 -173.457 spam wrong
Test email 623
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.503569910595119e-305 6.591962432400628e-226
probs= 4.329640000784028e-305 1.406087682987092e-226
TEST 623 151/78082 features true -700.823 -520.043 ham right
Test email 624
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.2958868012045774e-82 9.675004551954049e-85
probs= 2.5928630987460997e-82 2.0637109013972998e-85
TEST 624 41/78082 features true -187.859 -194.995 spam wrong
Test email 625
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 625 182/78082 features true -953.632 -828.772 ham right
Test email 626
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.884427488987388e-136 3.92868918500826e-110
probs= 3.055866085045561e-136 8.380025720675987e-111
TEST 626 73/78082 features true -312.035 -253.461 ham right
Test email 627
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 5.43e-322
probs= 0.0 1.14e-322
TEST 627 220/78082 features true -946.387 -741.323 ham right
Test email 628
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.176315161094081e-56 1.6307057099145446e-71
probs= 1.7120998422579802e-56 3.478349940250707e-72
TEST 628 24/78082 features true -128.407 -164.540 spam wrong
Test email 629
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.960579529973837e-190 1.6061864159825796e-165
probs= 3.902471288444617e-190 3.426049464410888e-166
TEST 629 96/78082 features true -436.130 -380.998 ham right
Test email 630
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.627062365e-315 5.222598948182521e-252
probs= 6.786881043e-315 1.1139978617181669e-252
TEST 630 147/78082 features true -723.399 -580.143 ham right
Test email 631
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.364066112544186e-36 1.1402152591649406e-60
probs= 3.4331961824564524e-36 2.4321173676378144e-61
TEST 631 10/78082 features true -81.660 -139.569 spam wrong
Test email 632
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.324234478439974e-44 3.476449977421927e-67
probs= 4.975254065452648e-44 7.415384331906102e-68
TEST 632 16/78082 features true -99.709 -154.572 spam wrong
Test email 633
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.8670873744389276e-89 8.893458894758285e-91
probs= 3.0422246750540832e-89 1.8970045929884979e-91
TEST 633 50/78082 features true -203.817 -208.895 spam wrong
Test email 634
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.5183353366244713e-300
probs= 0.0 3.2386601673854617e-301
TEST 634 170/78082 features true -854.304 -691.903 ham right
Test email 635
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6490384368649113e-129 1.773448281912244e-122
probs= 2.0839896587457893e-129 3.7828246310307184e-123
TEST 635 82/78082 features true -296.299 -281.887 ham right
Test email 636
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 636 210/78082 features true -997.425 -751.825 ham right
Test email 637
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.357505465783514e-137 2.6265298901356337e-134
probs= 1.8546416476100604e-137 5.60247629653467e-135
TEST 637 63/78082 features true -314.836 -309.126 ham right
Test email 638
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.697041381955586e-256 6.706835042746001e-240
probs= 4.481843358789931e-256 1.430590395824972e-240
TEST 638 106/78082 features true -587.962 -552.262 ham right
Test email 639
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3830184045137163e-217 3.326941445046818e-185
probs= 1.088015942974656e-217 7.096477620847132e-186
TEST 639 106/78082 features true -499.577 -426.321 ham right
Test email 640
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0503867968606914e-282 4.5608224581201545e-240
probs= 8.263357722100216e-283 9.728387181233127e-241
TEST 640 134/78082 features true -649.520 -552.648 ham right
Test email 641
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6891621175866896e-165 3.462588155067681e-161
probs= 2.1155548238756556e-165 7.385816600178356e-162
TEST 641 73/78082 features true -379.177 -371.019 ham right
Test email 642
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 642 511/78082 features true -2923.089 -2471.899 ham right
Test email 643
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.967681735701783e-291 1.5960749387648342e-213
probs= 7.841541809961703e-291 3.4044813445702863e-214
TEST 643 146/78082 features true -667.993 -491.528 ham right
Test email 644
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.260751116177021e-230 1.82930769012214e-196
probs= 4.138615269140151e-230 3.901974621141143e-197
TEST 644 97/78082 features true -528.174 -452.248 ham right
Test email 645
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 645 375/78082 features true -2122.231 -1690.750 ham right
Test email 646
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.499579762531295e-195 6.695573269414404e-168
probs= 2.753107668646175e-195 1.4281882218240523e-168
TEST 646 95/78082 features true -447.991 -386.478 ham right
Test email 647
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.529314114199168e-193 9.970653621019322e-148
probs= 6.709982823511598e-193 2.126773838840026e-148
TEST 647 102/78082 features true -442.495 -340.028 ham right
Test email 648
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5715797119786547e-66 1.7022980660961957e-77
probs= 2.023053139518218e-66 3.6310588357508664e-78
TEST 648 30/78082 features true -151.266 -178.312 spam wrong
Test email 649
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 649 218/78082 features true -1115.873 -912.858 ham right
Test email 650
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.3597658846854265e-56 5.052294012054022e-69
probs= 5.003206503645221e-56 1.0776712479824481e-69
TEST 650 28/78082 features true -127.335 -158.804 spam wrong
Test email 651
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.1964306232715624e-126 2.8827448893627073e-115
probs= 9.412279609108082e-127 6.148991478173133e-116
TEST 651 62/78082 features true -290.186 -265.284 ham right
Test email 652
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.9918294713527646e-261 3.9703471043771614e-202
probs= 1.566965568531663e-261 8.468883459056863e-203
TEST 652 131/78082 features true -600.526 -465.288 ham right
Test email 653
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.246503337554902e-185 9.35791785807693e-162
probs= 5.700799885487421e-185 1.9960752467236206e-162
TEST 653 93/78082 features true -424.238 -372.328 ham right
Test email 654
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.770856107412054e-189 5.505096719389126e-156
probs= 6.113306451911675e-189 1.174255583244692e-156
TEST 654 101/78082 features true -433.378 -359.043 ham right
Test email 655
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 655 175/78082 features true -1013.099 -794.113 ham right
Test email 656
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.976536658617329e-138 2.428127317761371e-116
probs= 7.848507948137798e-138 5.179276959236851e-117
TEST 656 70/78082 features true -315.696 -267.758 ham right
Test email 657
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.551763779676807e-114 1.3114841444689157e-100
probs= 3.58085730803001e-114 2.7974396408977185e-101
TEST 657 64/78082 features true -261.219 -231.532 ham right
Test email 658
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5818347129799895e-279 1.4563332304591308e-220
probs= 1.2444240664158847e-279 3.106407596633789e-221
TEST 658 141/78082 features true -642.203 -507.738 ham right
Test email 659
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.32737358217949e-83 1.732245675360639e-88
probs= 5.764420235857776e-83 3.694938090151151e-89
TEST 659 45/78082 features true -189.363 -203.623 spam wrong
Test email 660
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4387600696386342e-31 1.271680791659725e-60
probs= 1.1318677240832304e-31 2.7125377551534895e-61
TEST 660 6/78082 features true -71.256 -139.460 spam wrong
Test email 661
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 7.516118063959269e-307
probs= 0.0 1.6032131769539222e-307
TEST 661 169/78082 features true -919.891 -706.422 ham right
Test email 662
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.420982177601438e-205 7.853164223723677e-179
probs= 1.9045785640242657e-205 1.675106252605181e-179
TEST 662 102/78082 features true -471.386 -411.647 ham right
Test email 663
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6336537575646427e-117 3.045712723977178e-119
probs= 2.071886583109475e-117 6.49660733206239e-120
TEST 663 54/78082 features true -268.674 -274.439 spam wrong
Test email 664
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.774030365778822e-143 1.0488952697889098e-115
probs= 6.902500278344224e-143 2.237328769266832e-116
TEST 664 77/78082 features true -327.338 -266.295 ham right
Test email 665
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.40375341585473e-80 3.7728045997264234e-83
probs= 1.1043281068931945e-80 8.047518675042661e-84
TEST 665 40/78082 features true -184.108 -191.332 spam wrong
Test email 666
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.270662371028719e-87 2.2709942912489953e-89
probs= 6.506502364156045e-87 4.844106946611228e-90
TEST 666 44/78082 features true -198.452 -205.655 spam wrong
Test email 667
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.8488529452489968e-45 1.0714674489346108e-66
probs= 1.4544864147009315e-45 2.2854759840005634e-67
TEST 667 19/78082 features true -103.242 -153.447 spam wrong
Test email 668
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.129724159225227e-128 7.109252956233628e-119
probs= 3.2488401532910275e-128 1.5164274856704998e-119
TEST 668 72/78082 features true -293.553 -273.591 ham right
Test email 669
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.558380254583925e-23 8.391725177099765e-56
probs= 2.79936581864564e-23 1.78998310920828e-56
TEST 669 2/78082 features true -51.930 -128.363 spam wrong
Test email 670
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2539476155951826e-103 3.5640076611929243e-100
probs= 9.864763859757323e-104 7.602147806309647e-101
TEST 670 56/78082 features true -237.180 -230.533 ham right
Test email 671
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.3323403793027e-126 1.7262132521290658e-106
probs= 4.194934302475021e-126 3.6820707291923125e-107
TEST 671 72/78082 features true -288.692 -245.073 ham right
Test email 672
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.5069289105166422e-208 5.82730323314048e-163
probs= 1.1854959227010598e-208 1.2429833126591024e-163
TEST 672 113/78082 features true -478.768 -375.104 ham right
Test email 673
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6296996806047264e-162 1.6956184479023962e-122
probs= 2.0687759240191133e-162 3.616810986243724e-123
TEST 673 90/78082 features true -372.292 -281.932 ham right
Test email 674
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 674 210/78082 features true -1071.018 -840.645 ham right
Test email 675
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.1019266874409554e-192 7.517014656489936e-164
probs= 4.013668623430515e-192 1.6034044231460779e-164
TEST 675 96/78082 features true -440.707 -377.152 ham right
Test email 676
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 676 251/78082 features true -1184.292 -934.825 ham right
Test email 677
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 677 304/78082 features true -1442.001 -1115.953 ham right
Test email 678
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.9813555704953826e-167 2.4748230724431284e-139
probs= 4.7055123778974295e-167 5.27888056920751e-140
TEST 678 93/78082 features true -382.983 -320.698 ham right
Test email 679
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 2.29148681090591e-309
probs= 0.0 4.8878181779455e-310
TEST 679 162/78082 features true -828.580 -712.215 ham right
Test email 680
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4345559357837153e-198 4.2524496404787067e-178
probs= 1.1285603460717572e-198 9.070617624594804e-179
TEST 680 91/78082 features true -455.791 -409.958 ham right
Test email 681
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.342629495730307e-86 6.065815911320273e-90
probs= 2.6296354198487026e-86 1.2938588664056576e-90
TEST 681 37/78082 features true -197.055 -206.975 spam wrong
Test email 682
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2035120841052862e-130 1.8542505901998345e-115
probs= 9.467989224117517e-131 3.9551786630890154e-116
TEST 682 73/78082 features true -299.391 -265.725 ham right
Test email 683
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.307418621608722e-207 2.9278952084189024e-176
probs= 4.962025087249993e-207 6.245298622151704e-177
TEST 683 99/78082 features true -475.033 -405.726 ham right
Test email 684
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 7.82846636857e-313
probs= 0.0 1.6698381173e-313
TEST 684 156/78082 features true -880.928 -720.196 ham right
Test email 685
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.610461603323847e-85 1.4354870095193107e-91
probs= 2.0536413931079827e-85 3.061941908607053e-92
TEST 685 38/78082 features true -195.000 -210.719 spam wrong
Test email 686
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.166158184256688e-89 1.900798450011129e-99
probs= 4.064199326672468e-89 4.054466808343562e-100
TEST 686 46/78082 features true -203.528 -228.859 spam wrong
Test email 687
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.180374176179154e-201 5.598895572474452e-178
probs= 7.222169591928003e-201 1.1942631930200958e-178
TEST 687 104/78082 features true -460.842 -409.683 ham right
Test email 688
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.6439254236214064e-82 2.7791899252295758e-86
probs= 1.2932706203503864e-82 5.928105268530795e-87
TEST 688 39/78082 features true -188.555 -198.545 spam wrong
Test email 689
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 2.6739273673035183e-305
probs= 0.0 5.703576704089866e-306
TEST 689 139/78082 features true -797.629 -702.850 ham right
Test email 690
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.408047975959264e-70 5.857142896352181e-87
probs= 1.8944032709476113e-70 1.2493482128442477e-87
TEST 690 38/78082 features true -160.542 -200.102 spam wrong
Test email 691
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.360814060319088e-165 4.9446626009155584e-142
probs= 3.430637803871796e-165 1.0547131072077896e-142
TEST 691 92/78082 features true -378.694 -326.914 ham right
Test email 692
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.423006967950116e-79 2.6376240574720774e-91
probs= 2.692868107819984e-79 5.626140527338076e-92
TEST 692 43/78082 features true -180.914 -210.110 spam wrong
Test email 693
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 2.3610548383218546e-301
probs= 0.0 5.036209112333235e-302
TEST 693 143/78082 features true -785.209 -693.764 ham right
Test email 694
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.068414233875514e-136 3.1981662135054575e-118
probs= 8.405178964818927e-137 6.821795735443581e-119
TEST 694 64/78082 features true -313.325 -272.088 ham right
Test email 695
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.049565353243861e-77 2.5750931504985383e-85
probs= 1.6123861932856062e-77 5.4927600067371946e-86
TEST 695 34/78082 features true -176.821 -196.319 spam wrong
Test email 696
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.624959205323313e-138 1.555292244897205e-122
probs= 4.425136552051661e-138 3.317490491521047e-123
TEST 696 67/78082 features true -316.269 -282.019 ham right
Test email 697
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.2561318664971004e-89 4.241007017382518e-89
probs= 4.134981320900611e-89 9.046210125975678e-90
TEST 697 50/78082 features true -203.511 -205.030 spam wrong
Test email 698
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.999094176219716e-74 1.5843145975108602e-81
probs= 1.5726806874993154e-74 3.3793961424707413e-82
TEST 698 33/78082 features true -169.939 -187.594 spam wrong
Test email 699
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 699 365/78082 features true -2012.475 -1694.745 ham right
Test email 700
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.209131268624758e-114 3.250630540266253e-109
probs= 4.098006108099716e-114 6.93370390302047e-110
TEST 700 58/78082 features true -261.084 -251.348 ham right
Test email 701
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.068842402560555e-98 9.528881676801891e-97
probs= 2.4142480313821573e-98 2.0325424023257287e-97
TEST 701 50/78082 features true -224.772 -222.641 ham right
Test email 702
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.409681015336967e-81 2.5930483634605603e-91
probs= 3.4690812735830852e-81 5.5310590778411465e-92
TEST 702 39/78082 features true -185.266 -210.127 spam wrong
Test email 703
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 703 230/78082 features true -1296.083 -1085.161 ham right
Test email 704
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0570654547123283e-128 2.546863152622596e-121
probs= 8.315898499551466e-129 5.432544475002651e-122
TEST 704 71/78082 features true -294.915 -279.223 ham right
Test email 705
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.131031241905135e-80 8.40359334368881e-84
probs= 4.0365650788694695e-80 1.792514628923634e-84
TEST 705 37/78082 features true -182.811 -192.834 spam wrong
Test email 706
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.686676569373957e-231 1.37611525515356e-177
probs= 1.326902803412739e-231 2.9352999664128906e-178
TEST 706 123/78082 features true -531.614 -408.783 ham right
Test email 707
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.2756011331838454e-230 6.104097820586787e-168
probs= 2.5769044317114353e-230 1.3020245259725724e-168
TEST 707 119/78082 features true -528.648 -386.570 ham right
Test email 708
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 708 211/78082 features true -1272.219 -1053.066 ham right
Test email 709
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.049601398333439e-43 3.5948934057334575e-62
probs= 1.6124145498367546e-43 7.66802813469998e-63
TEST 709 16/78082 features true -98.533 -143.026 spam wrong
Test email 710
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.3387683177345994e-187 6.539688423086086e-156
probs= 1.8399011960466096e-187 1.39493746157863e-156
TEST 710 98/78082 features true -429.974 -358.870 ham right
Test email 711
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.615948161545172e-125 4.805621193464275e-103
probs= 1.2712610020543621e-125 1.0250551089337852e-103
TEST 711 71/78082 features true -287.583 -237.142 ham right
Test email 712
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2742381124604555e-111 1.0093374462060942e-108
probs= 1.002438851846211e-111 2.152950605592563e-109
TEST 712 60/78082 features true -255.585 -250.215 ham right
Test email 713
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 6.499703352954849e-105 7.712444158601179e-112
probs= 5.113294840864548e-105 1.6450901910230722e-112
TEST 713 43/78082 features true -240.140 -257.392 spam wrong
Test email 714
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.381535176282235e-64 4.898039148172697e-73
probs= 2.6602423883276655e-64 1.0447681684566454e-73
TEST 714 31/78082 features true -146.387 -168.045 spam wrong
Test email 715
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 8.660588509195482e-47 2.528801811775976e-65
probs= 6.8132559500254585e-47 5.39401902956346e-66
TEST 715 22/78082 features true -106.303 -150.285 spam wrong
Test email 716
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 716 302/78082 features true -1687.072 -1407.758 ham right
Test email 717
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.3400589257293857e-288
probs= 0.0 2.858390607148546e-289
TEST 717 174/78082 features true -865.639 -664.397 ham right
Test email 718
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.4042401283593377e-84 5.12349372864519e-90
probs= 2.6781042980200744e-84 1.0928583861916921e-90
TEST 718 49/78082 features true -192.432 -207.144 spam wrong
Test email 719
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.44096874824031e-245 1.7236790642531323e-193
probs= 2.7069985801666698e-245 3.676665221507361e-194
TEST 719 129/78082 features true -563.138 -445.400 ham right
Test email 720
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.420017613843524e-260 9.431455126152651e-233
probs= 3.477213040980075e-260 2.0117609924999562e-233
TEST 720 124/78082 features true -597.426 -535.803 ham right
Test email 721
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 4.584131648871206e-83 7.289515495221798e-82
probs= 3.606321002228648e-83 1.554878089473917e-82
TEST 721 40/78082 features true -189.832 -188.371 ham right
Test email 722
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.12762128622298e-52 8.526081433396041e-69
probs= 7.180669070226351e-52 1.8186417490363673e-69
TEST 722 24/78082 features true -117.763 -158.280 spam wrong
Test email 723
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4005023676581139e-96 5.181166513353312e-108
probs= 1.10177051817438e-96 1.1051601844882162e-108
TEST 723 41/78082 features true -220.951 -248.579 spam wrong
Test email 724
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.261462693990479e-102 2.132499165944588e-102
probs= 5.7125683610517576e-102 4.548692202001764e-103
TEST 724 49/78082 features true -233.121 -235.651 spam wrong
Test email 725
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 725 519/78082 features true -2973.617 -2528.868 ham right
Test email 726
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.9290015272483966e-60 8.142592344419523e-77
probs= 2.3042356835185315e-60 1.7368422409081853e-77
TEST 726 24/78082 features true -137.320 -176.747 spam wrong
Test email 727
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.7003008752736345e-308 3.5270456063444846e-240
probs= 4.484407591257469e-308 7.523306504355567e-241
TEST 727 166/78082 features true -707.696 -552.905 ham right
Test email 728
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 728 374/78082 features true -1984.523 -1531.738 ham right
Test email 729
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.610513223702938e-46 6.76708793084594e-68
probs= 7.560558538795534e-46 1.4434425388234373e-68
TEST 729 16/78082 features true -103.896 -156.209 spam wrong
Test email 730
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.0857455957382925e-92 4.3811273302661664e-89
probs= 1.6408490687803626e-92 9.345091450167699e-90
TEST 730 56/78082 features true -211.343 -204.998 ham right
Test email 731
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 9.430735398625991e-260
probs= 0.0 2.011607472206004e-260
TEST 731 167/78082 features true -763.837 -597.973 ham right
Test email 732
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 732 226/78082 features true -1093.711 -829.571 ham right
Test email 733
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.200910894632649e-229 2.2242841810593546e-211
probs= 1.7314492233882535e-229 4.7444727158610607e-212
TEST 733 106/78082 features true -526.743 -486.591 ham right
Test email 734
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 734 175/78082 features true -1013.099 -794.113 ham right
Test email 735
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.8869488787936424e-173 1.0113768901028638e-144
probs= 3.057849653954482e-173 2.1573008077862162e-145
TEST 735 95/78082 features true -397.230 -333.106 ham right
Test email 736
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2082034202768085e-90 7.541139875061991e-91
probs= 9.50489580852602e-91 1.6085504131348566e-91
TEST 736 47/78082 features true -207.283 -209.060 spam wrong
Test email 737
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.759637551717603e-82 3.7179838957798544e-92
probs= 2.957694259689359e-82 7.930584275943118e-93
TEST 737 38/78082 features true -187.728 -212.070 spam wrong
Test email 738
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.4931355190201763e-38 2.739722145748799e-64
probs= 1.174644707846025e-38 5.843919171944439e-65
TEST 738 11/78082 features true -87.337 -147.903 spam wrong
Test email 739
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 739 520/78082 features true -2818.540 -2491.406 ham right
Test email 740
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.5963120937457153e-72 3.9727433917399705e-82
probs= 2.0425100213518038e-72 8.473994820324918e-83
TEST 740 31/78082 features true -165.072 -188.978 spam wrong
Test email 741
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.3312888657420386e-48 1.329390944438248e-67
probs= 1.0473204882195906e-48 2.8356354454654673e-68
TEST 741 15/78082 features true -110.478 -155.534 spam wrong
Test email 742
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.0084823846379486e-109 8.170064401780849e-105
probs= 7.933697115773309e-110 1.7427021228292674e-105
TEST 742 62/78082 features true -251.213 -241.216 ham right
Test email 743
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 7.293414025538276e-76 1.14950886044709e-78
probs= 5.737704366480041e-76 2.4519409306927156e-79
TEST 743 33/78082 features true -173.249 -181.007 spam wrong
Test email 744
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.558380254583925e-23 8.391725177099765e-56
probs= 2.79936581864564e-23 1.78998310920828e-56
TEST 744 2/78082 features true -51.930 -128.363 spam wrong
Test email 745
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 9.347565993321018e-259 7.3208092909126105e-202
probs= 7.353698834049125e-259 1.561553160991086e-202
TEST 745 122/78082 features true -594.374 -464.677 ham right
Test email 746
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 0.0
probs= 0.0 0.0
TEST 746 376/78082 features true -1918.441 -1747.925 ham right
Test email 747
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.2429360673302946e-169 2.1285546365257636e-151
probs= 9.778136378662842e-170 4.540278388531396e-152
TEST 747 77/78082 features true -389.159 -348.480 ham right
Test email 748
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.056611663397287e-85 1.8407404693433986e-88
probs= 2.4046261498796627e-85 3.926361122445078e-89
TEST 748 47/78082 features true -194.842 -203.562 spam wrong
Test email 749
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 2.6030435072721824e-75 2.0953754146102984e-78
probs= 2.0478056018094815e-75 4.469505996023326e-79
TEST 749 39/78082 features true -171.977 -180.407 spam wrong
Test email 750
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 3.5159278725259495e-72 5.370595993776213e-77
probs= 2.765968671980358e-72 1.1455661276271072e-77
TEST 750 35/78082 features true -164.769 -177.163 spam wrong
Test email 751
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 5.791966857108616e-169 4.465344202614502e-133
probs= 4.556520911904096e-169 9.524728861823225e-134
TEST 751 91/78082 features true -387.620 -306.293 ham right
Test email 752
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 0.0 1.2419464385535754e-290
probs= 0.0 2.6491133832871588e-291
TEST 752 178/78082 features true -809.789 -669.078 ham right
Test email 753
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.7391673405282127e-218 1.6345701532030634e-166
probs= 1.3681971171315396e-218 3.486592927320658e-167
TEST 753 121/78082 features true -501.650 -383.283 ham right
Test email 754
priors= 0.7866966480154788 0.21330335198452124
likelihoods= 1.257520394930356e-122 3.487129680755993e-111
probs= 9.892870795028121e-123 7.438164497099668e-112
TEST 754 63/78082 features true -280.926 -255.883 ham right
504 out of 754 classified correctly.
Total: 1179/1551 emails classified correctly.