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Various DSPAM Configurations Tested
All variables not mentioned are stock
Classifier Version: CVS-20060517
Prefixes: Flags:
T - Tokenizer Mode B - Use Bias (toward innocent)
P - Probability Rule N - No Bias
C - Combination Rule E - No TestConditionalTraining
SPAMASSASSIN PUBLIC CORPUS
http://spamassassin.apache.org/publiccorpus
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Tosb,Pmarkov,Cgraham+burton,teft,N TP: 1730 TN: 4147 FP: 3 FN: 166
Tosb,Pbcr,Cgraham+burton,teft,N TP: 1795 TN: 4143 FP: 7 FN: 101
Tosb,Pbcr,Cgraham+burton,teft,B TP: 1677 TN: 4147 FP: 3 FN: 219
Tchain,Pbcr,Cgraham+burton,teft,B TP: 1693 TN: 4148 FP: 2 FN: 203
Tchain,Pbcr,Cgraham+burton,teft,N TP: 1799 TN: 4143 FP: 7 FN: 97
Tosb,Pmarkov,Cgraham+burton,tum,N TP: 1730 TN: 4147 FP: 3 FN: 166
Tsbph,Pmarkov,Cgraham+burton,tum,N TP: 1740 TN: 4133 FP: 17 FN: 156
Tword,Pbcr,Cgraham+burton,tum,B TP: 1605 TN: 4147 FP: 3 FN: 291
Tchain,Pbcr,Cgraham+burton,tum,B TP: 1735 TN: 4146 FP: 4 FN: 161
Tsbph,Pbcr,Cgraham+burton,tum,B TP: 1757 TN: 4146 FP: 4 FN: 139
Tosb,Pbcr,Cgraham+burton,tum,B TP: 1677 TN: 4147 FP: 3 FN: 219
Tosb,Pbcr,Cgraham+burton,tum,N TP: 1808 TN: 4142 FP: 8 FN: 88
Tchain,Pbcr,Cburton,tum,N TP: 1804 TN: 4141 FP: 9 FN: 92
Tosb,Pbcr,Cburton,tum,B TP: 1636 TN: 4148 FP: 2 FN: 260
Tosb,Pbcr,Cburton,tum,N TP: 1777 TN: 4143 FP: 7 FN: 119
Tword,Pbcr,Cgraham,tum,B TP: 1592 TN: 4147 FP: 3 FN: 304
Tchain,Pbcr,Cgraham,tum,B TP: 1669 TN: 4148 FP: 2 FN: 227
Tsbph,Pbcr,Cgraham,tum,B TP: 1736 TN: 4147 FP: 3 FN: 160
Tosb,Pbcr,Cgraham,tum,B TP: 1650 TN: 4148 FP: 2 FN: 246
Tword,Pbcr,Cgraham+burton,toe,B TP: 1641 TN: 4345 FP: 8 FN: 262
Tchain,Pbcr,Cgraham+burton,toe,B TP: 1720 TN: 4271 FP: 8 FN: 183
Tsbph,Pbcr,Cgraham+burton,toe,B TP: 1824 TN: 4179 FP: 58 FN: 128
Tosb,Pbcr,Cgraham+burton,toe,B TP: 1703 TN: 4292 FP: 15 FN: 208
Tsbph,Pmarkov,Cgraham+burton,toe,N TP: 1919 TN: 4127 FP: 89 FN: 66
Tsbph,Pbcr,Cgraham+burton,toe,N TP: 1899 TN: 4116 FP: 93 FN: 86
Tosb,Pmarkov,Cgraham+burton,toe,N TP: 1898 TN: 4148 FP: 69 FN: 67
Tosb,Pbcr,Cgraham+burton,toe,N TP: 1789 TN: 4220 FP: 36 FN: 143
TREC 05P-1 TEST CORPUS
http://trec.nist.gov/data/spam.html
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Tword,Pbcr,Cgraham,teft,BE TP: 51213 TN: 39367 FP: 32 FN: 1577
Tosb,Pbcr,Cgraham,teft,BE TP: 50574 TN: 39357 FP: 42 FN: 2216
Tchain,Pbcr,Cgraham+burton,teft,B TP: 51831 TN: 39342 FP: 57 FN: 959
Tchain,Pbcr,Cgraham+burton,teft,BE TP: 51596 TN: 39354 FP: 45 FN: 1194
Tchain,Pbcr,Cgraham,teft,B TP: 51643 TN: 39352 FP: 47 FN: 1147
Tosb,Pbcr,Cburton,teft,B TP: 51186 TN: 39347 FP: 52 FN: 1604
Tosb,Pbcr,Cgraham+burton,teft,B TP: 51312 TN: 39342 FP: 57 FN: 1478
Tosb+word,Pbcr,Cgraham+burton,teft,B TP: 51357 TN: 39343 FP: 56 FN: 1433
Tosb,Pbcr,Cgraham+burton,tum,N TP: 52020 TN: 39210 FP: 189 FN: 770
Tosb,Pmarkov,Cburton,tum,N TP: 51958 TN: 39042 FP: 357 FN: 832
Tosb,Pmarkov,Cburton,toe,N TP: 52725 TN: 39464 FP: 571 FN: 636
Tosb,Pbcr,Cgraham+burton,toe,B TP: 51864 TN: 40309 FP: 377 FN: 1303
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