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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2010/12/20 03:50:48 UTC
svn commit: r1050974 - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf
scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1
Author: spamassassin_role
Date: Mon Dec 20 02:50:48 2010
New Revision: 1050974
URL: http://svn.apache.org/viewvc?rev=1050974&view=rev
Log:
updated scores for revision 1050773 active rules added since last mass-check
Modified:
spamassassin/trunk/rulesrc/scores/72_scores.cf
spamassassin/trunk/rulesrc/scores/scores-set0
spamassassin/trunk/rulesrc/scores/scores-set1
spamassassin/trunk/rulesrc/scores/scores-set2
spamassassin/trunk/rulesrc/scores/scores-set3
spamassassin/trunk/rulesrc/scores/stats-set0
spamassassin/trunk/rulesrc/scores/stats-set1
Modified: spamassassin/trunk/rulesrc/scores/72_scores.cf
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/72_scores.cf?rev=1050974&r1=1050973&r2=1050974&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/72_scores.cf (original)
+++ spamassassin/trunk/rulesrc/scores/72_scores.cf Mon Dec 20 02:50:48 2010
@@ -1,78 +1,78 @@
score ADVANCE_FEE_2_NEW_FORM 0.001 0.001 0.001 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.710 0.001 0.710 0.001
+score ADVANCE_FEE_2_NEW_MONEY 1.744 0.001 1.744 0.001
score ADVANCE_FEE_3_NEW 0.001 0.001 0.001 0.001
-score ADVANCE_FEE_3_NEW_FORM 2.788 1.785 2.788 1.785
+score ADVANCE_FEE_3_NEW_FORM 1.705 0.226 1.705 0.226
score ADVANCE_FEE_3_NEW_MONEY 0.001 0.001 0.001 0.001
-score ADVANCE_FEE_4_NEW 0.001 1.797 0.001 1.797
-score ADVANCE_FEE_5_NEW 3.269 2.559 3.269 2.559
-score AXB_HELO_HOME_UN 3.299 2.290 3.299 2.290
-score DATE_IN_FUTURE_96_Q 2.899 0.404 2.899 0.404
-score DATE_IN_FUTURE_Q_PLUS 2.699 2.600 2.699 2.600
-score DEAR_BENEFICIARY 2.699 2.266 2.699 2.266
-score DEAR_EMAIL 0.001 0.514 0.001 0.514
+score ADVANCE_FEE_4_NEW 0.001 2.039 0.001 2.039
+score ADVANCE_FEE_5_NEW 3.199 2.485 3.199 2.485
+score AXB_HELO_HOME_UN 3.299 2.364 3.299 2.364
+score DATE_IN_FUTURE_96_Q 2.740 2.052 2.740 2.052
+score DATE_IN_FUTURE_Q_PLUS 2.699 2.599 2.699 2.599
+score DEAR_BENEFICIARY 2.699 2.312 2.699 2.312
+score DEAR_EMAIL 0.001 0.471 0.001 0.471
score DECEASED_NO_ML 0.001 0.001 0.001 0.001
score FILL_THIS_FORM 0.001 0.001 0.001 0.001
score FORM_FRAUD_3 0.001 0.001 0.001 0.001
score FORM_FRAUD_5 0.001 0.001 0.001 0.001
-score FROM_IN_TO_AND_SUBJ 2.377 3.299 2.377 3.299
-score FROM_MISSPACED 2.602 0.001 2.602 0.001
+score FROM_IN_TO_AND_SUBJ 0.187 3.455 0.187 3.455
+score FROM_MISSPACED 2.601 0.001 2.601 0.001
score FROM_MISSP_DKIM 0.001 0.001 0.001 0.001
-score FROM_MISSP_DYNIP 2.411 1.847 2.411 1.847
-score FROM_MISSP_EH_MATCH 0.354 0.001 0.354 0.001
-score FROM_MISSP_FREEMAIL 3.199 2.058 3.199 2.058
-score FROM_MISSP_MSFT 0.001 0.001 0.001 0.001
-score FROM_MISSP_NO_TO 1.526 2.737 1.526 2.737
+score FROM_MISSP_DYNIP 2.699 2.699 2.699 2.699
+score FROM_MISSP_EH_MATCH 0.356 0.001 0.356 0.001
+score FROM_MISSP_FREEMAIL 2.800 2.055 2.800 2.055
+score FROM_MISSP_MSFT 0.565 0.224 0.565 0.224
+score FROM_MISSP_NO_TO 0.910 0.641 0.910 0.641
score FROM_MISSP_SPF_FAIL 0.001 0.001 0.001 0.001
-score FROM_MISSP_TO_UNDISC 0.083 1.166 0.083 1.166
-score FROM_MISSP_USER 2.282 0.268 2.282 0.268
-score FRT_EXPERIENCE 0.001 2.894 0.001 2.894
-score FRT_PHARMAC 2.699 1.636 2.699 1.636
-score FR_WATCHES_HTTP 0.001 1.717 0.001 1.717
-score FSL_BOTSPAM_1 2.849 3.118 2.849 3.118
-score FSL_BOTSPAM_2 0.001 0.153 0.001 0.153
-score FSL_BOTSPAM_3 0.001 0.743 0.001 0.743
-score FSL_BOTSPAM_4 0.001 1.002 0.001 1.002
-score FSL_CTYPE_WIN1251 2.153 2.528 2.153 2.528
-score FSL_MID_419 0.115 0.118 0.115 0.118
-score FSL_RU_URL 3.599 2.179 3.599 2.179
-score HELO_NO_DOMAIN 0.001 0.110 0.001 0.110
-score HK_SCAM_N2 0.475 2.295 0.475 2.295
-score HK_SCAM_N8 0.450 0.599 0.450 0.599
-score IMG_DIRECT_TO_MX 0.001 1.649 0.001 1.649
+score FROM_MISSP_TO_UNDISC 2.294 0.643 2.294 0.643
+score FROM_MISSP_USER 1.174 2.134 1.174 2.134
+score FRT_EXPERIENCE 3.599 3.494 3.599 3.494
+score FRT_PHARMAC 2.699 0.179 2.699 0.179
+score FR_WATCHES_HTTP 2.799 0.924 2.799 0.924
+score FSL_BOTSPAM_1 2.528 1.010 2.528 1.010
+score FSL_BOTSPAM_2 2.915 1.647 2.915 1.647
+score FSL_BOTSPAM_3 2.787 2.415 2.787 2.415
+score FSL_BOTSPAM_4 2.699 1.318 2.699 1.318
+score FSL_CTYPE_WIN1251 3.499 3.399 3.499 3.399
+score FSL_MID_419 0.001 2.066 0.001 2.066
+score FSL_RU_URL 3.600 2.180 3.600 2.180
+score HELO_NO_DOMAIN 2.601 0.001 2.601 0.001
+score HK_SCAM_N2 0.497 1.948 0.497 1.948
+score HK_SCAM_N8 1.811 0.302 1.811 0.302
+score IMG_DIRECT_TO_MX 1.575 1.167 1.575 1.167
score LOTS_OF_MONEY 0.001 0.001 0.001 0.001
-score LOTTO_AGENT 1.902 1.960 1.902 1.960
-score MANY_SPAN_IN_TEXT 2.630 2.699 2.630 2.699
-score MAY_BE_FORGED 3.499 0.289 3.499 0.289
-score MONEY_ATM_CARD 1.577 2.499 1.577 2.499
+score LOTTO_AGENT 1.543 1.818 1.543 1.818
+score MANY_SPAN_IN_TEXT 2.699 2.699 2.699 2.699
+score MAY_BE_FORGED 3.500 0.289 3.500 0.289
+score MONEY_ATM_CARD 0.722 2.307 0.722 2.307
score MONEY_FORM 0.001 0.001 0.001 0.001
-score MONEY_FRAUD_3 1.029 2.078 1.029 2.078
+score MONEY_FRAUD_3 0.555 2.081 0.555 2.081
score MONEY_FRAUD_5 0.001 0.001 0.001 0.001
score MONEY_FRAUD_8 0.001 0.001 0.001 0.001
-score MONEY_FROM_MISSP 2.445 2.222 2.445 2.222
-score MONEY_LOTTERY 0.001 0.001 0.001 0.001
-score NSL_RCVD_FROM_USER 1.742 1.487 1.742 1.487
-score OBFU_JPG_ATTACH 0.001 3.002 0.001 3.002
-score OBFU_TEXT_ATTACH 0.515 0.001 0.515 0.001
+score MONEY_FROM_MISSP 1.943 0.939 1.943 0.939
+score MONEY_LOTTERY 1.883 0.001 1.883 0.001
+score NSL_RCVD_FROM_USER 1.229 0.070 1.229 0.070
+score OBFU_JPG_ATTACH 3.699 3.031 3.699 3.031
+score OBFU_TEXT_ATTACH 0.001 1.350 0.001 1.350
score RFC_ABUSE_POST 0.001 0.001 0.001 0.001
-score RISK_FREE 2.290 1.249 2.290 1.249
-score S25R_4 2.518 1.477 2.518 1.477
-score S25R_6 0.001 1.848 0.001 1.848
-score SINGLE_HEADER_2K 0.001 0.001 0.001 0.001
-score TAB_IN_FROM 0.315 0.060 0.315 0.060
-score TINY_FLOAT 2.370 2.700 2.370 2.700
-score TO_EQ_FM_DIRECT_MX 4.200 1.013 4.200 1.013
-score TO_EQ_FM_DOM_HTML_IMG 0.001 0.001 0.001 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.540 1.431 1.540 1.431
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 0.736 0.001 0.736
-score TO_EQ_FM_HTML_DIRECT 2.979 3.949 2.979 3.949
-score TO_EQ_FM_HTML_ONLY 2.206 1.415 2.206 1.415
+score RISK_FREE 1.998 3.277 1.998 3.277
+score S25R_4 2.398 1.121 2.398 1.121
+score S25R_6 2.699 1.866 2.699 1.866
+score SINGLE_HEADER_2K 3.899 0.001 3.899 0.001
+score TAB_IN_FROM 1.012 0.396 1.012 0.396
+score TINY_FLOAT 2.304 2.699 2.304 2.699
+score TO_EQ_FM_DIRECT_MX 4.199 0.479 4.199 0.479
+score TO_EQ_FM_DOM_HTML_IMG 0.077 0.147 0.077 0.147
+score TO_EQ_FM_DOM_HTML_ONLY 0.001 1.369 0.001 1.369
+score TO_EQ_FM_DOM_SPF_FAIL 0.001 0.001 0.001 0.001
+score TO_EQ_FM_HTML_DIRECT 2.715 1.058 2.715 1.058
+score TO_EQ_FM_HTML_ONLY 0.322 1.578 0.322 1.578
score TO_EQ_FM_SPF_FAIL 0.001 0.001 0.001 0.001
-score TO_IN_SUBJ 4.100 2.935 4.100 2.935
-score TO_NO_BRKTS_DIRECT 4.300 3.625 4.300 3.625
-score TO_NO_BRKTS_DYNIP 2.362 1.688 2.362 1.688
-score TO_NO_BRKTS_NORDNS_HTML 0.400 1.092 0.400 1.092
-score TO_NO_BRKTS_NOTLIST 0.714 0.001 0.714 0.001
-score TO_NO_BRKTS_PCNT 0.698 0.268 0.698 0.268
+score TO_IN_SUBJ 4.099 1.525 4.099 1.525
+score TO_NO_BRKTS_DIRECT 4.299 3.202 4.299 3.202
+score TO_NO_BRKTS_DYNIP 2.360 1.081 2.360 1.081
+score TO_NO_BRKTS_NORDNS_HTML 0.001 1.093 0.001 1.093
+score TO_NO_BRKTS_NOTLIST 0.701 0.424 0.701 0.424
+score TO_NO_BRKTS_PCNT 0.072 0.731 0.072 0.731
score TO_ONE_CHAR 2.899 2.899 2.899 2.899
-score TVD_PCT_OFF 0.001 3.684 0.001 3.684
-score YOUR_PERMISSION 2.800 1.308 2.800 1.308
+score TVD_PCT_OFF 1.302 3.277 1.302 3.277
+score YOUR_PERMISSION 2.800 1.396 2.800 1.396
Modified: spamassassin/trunk/rulesrc/scores/scores-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set0?rev=1050974&r1=1050973&r2=1050974&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set0 Mon Dec 20 02:50:48 2010
@@ -1,65 +1,77 @@
-# Using score set 0 logs for revision 1050319 from:
+# Using score set 0 logs for revision 1050773 from:
# ham-bb-doc.log ham-bb-fredt.log ham-bb-guenther_fraud.log ham-bb-jhardin.log ham-bb-jhardin_fraud.log ham-bb-jm.log ham-bb-kmcgrail.log ham-bb-trec_enron.log ham-bb-zmi.log ham-bernie-it_batt.log ham-bernie-mix.log ham-danmcdonald.log ham-dos.log ham-kgolding.log ham-wt-ackbar.log ham-wt-en1.log ham-wt-homeone.log spam-bb-doc.log spam-bb-fredt.log spam-bb-guenther_fraud.log spam-bb-jhardin.log spam-bb-jhardin_fraud.log spam-bb-jm.log spam-bb-kmcgrail.log spam-bb-trec_enron.log spam-bb-zmi.log spam-bernie-it_batt.log spam-bernie-mix.log spam-danmcdonald.log spam-dos.log spam-kgolding.log spam-wt-ackbar.log spam-wt-en1.log spam-wt-homeone.log
score ADVANCE_FEE_2_NEW_FORM 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.710
+score ADVANCE_FEE_2_NEW_MONEY 1.744
score ADVANCE_FEE_3_NEW 0.001
-score ADVANCE_FEE_3_NEW_FORM 2.788
-score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_3_NEW_FORM 1.705
+score ADVANCE_FEE_3_NEW_MONEY 0.001 # force non-zero
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_5_NEW 3.269
+score ADVANCE_FEE_5_NEW 3.199
score AXB_HELO_HOME_UN 3.299
-score DATE_IN_FUTURE_96_Q 2.899
+score DATE_IN_FUTURE_96_Q 2.740
score DATE_IN_FUTURE_Q_PLUS 2.699
score DEAR_BENEFICIARY 2.699
+score DEAR_EMAIL 0.001
score DECEASED_NO_ML 0.001
score FILL_THIS_FORM 0.001 # force non-zero
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
-score FROM_IN_TO_AND_SUBJ 2.377
-score FROM_MISSPACED 2.602
-score FROM_MISSP_DYNIP 2.411
-score FROM_MISSP_EH_MATCH 0.354
-score FROM_MISSP_FREEMAIL 3.199
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_NO_TO 1.526
-score FROM_MISSP_TO_UNDISC 0.083
-score FROM_MISSP_USER 2.282
+score FROM_IN_TO_AND_SUBJ 0.187
+score FROM_MISSPACED 2.601
+score FROM_MISSP_DYNIP 2.699
+score FROM_MISSP_EH_MATCH 0.356
+score FROM_MISSP_FREEMAIL 2.800
+score FROM_MISSP_MSFT 0.565
+score FROM_MISSP_NO_TO 0.910
+score FROM_MISSP_TO_UNDISC 2.294
+score FROM_MISSP_USER 1.174
+score FRT_EXPERIENCE 3.599
score FRT_PHARMAC 2.699
-score FSL_BOTSPAM_1 2.849
-score FSL_CTYPE_WIN1251 2.153
-score FSL_MID_419 0.115
-score FSL_RU_URL 3.599
-score HK_SCAM_N2 0.475
-score HK_SCAM_N8 0.450
-score LOTS_OF_MONEY 0.001 # force non-zero
-score LOTTO_AGENT 1.902
-score MANY_SPAN_IN_TEXT 2.630
-score MAY_BE_FORGED 3.499
-score MONEY_ATM_CARD 1.577
+score FR_WATCHES_HTTP 2.799
+score FSL_BOTSPAM_1 2.528
+score FSL_BOTSPAM_2 2.915
+score FSL_BOTSPAM_3 2.787
+score FSL_BOTSPAM_4 2.699
+score FSL_CTYPE_WIN1251 3.499
+score FSL_MID_419 0.001
+score FSL_RU_URL 3.600
+score HELO_NO_DOMAIN 2.601
+score HK_SCAM_N2 0.497
+score HK_SCAM_N8 1.811
+score IMG_DIRECT_TO_MX 1.575
+score LOTS_OF_MONEY 0.001
+score LOTTO_AGENT 1.543
+score MANY_SPAN_IN_TEXT 2.699
+score MAY_BE_FORGED 3.500
+score MONEY_ATM_CARD 0.722
score MONEY_FORM 0.001
-score MONEY_FRAUD_3 1.029
+score MONEY_FRAUD_3 0.555
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FROM_MISSP 2.445
-score MONEY_LOTTERY 0.001 # force non-zero
-score NSL_RCVD_FROM_USER 1.742
-score OBFU_TEXT_ATTACH 0.515
-score RISK_FREE 2.290
-score S25R_4 2.518
-score TAB_IN_FROM 0.315
-score TINY_FLOAT 2.370
-score TO_EQ_FM_DIRECT_MX 4.200
-score TO_EQ_FM_DOM_HTML_ONLY 1.540
-score TO_EQ_FM_HTML_DIRECT 2.979
-score TO_EQ_FM_HTML_ONLY 2.206
-score TO_IN_SUBJ 4.100
-score TO_NO_BRKTS_DIRECT 4.300
-score TO_NO_BRKTS_DYNIP 2.362
-score TO_NO_BRKTS_NORDNS_HTML 0.400
-score TO_NO_BRKTS_NOTLIST 0.714
-score TO_NO_BRKTS_PCNT 0.698
+score MONEY_FROM_MISSP 1.943
+score MONEY_LOTTERY 1.883
+score NSL_RCVD_FROM_USER 1.229
+score OBFU_JPG_ATTACH 3.699
+score RISK_FREE 1.998
+score S25R_4 2.398
+score S25R_6 2.699
+score SINGLE_HEADER_2K 3.899
+score TAB_IN_FROM 1.012
+score TINY_FLOAT 2.304
+score TO_EQ_FM_DIRECT_MX 4.199
+score TO_EQ_FM_DOM_HTML_IMG 0.077
+score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score TO_EQ_FM_HTML_DIRECT 2.715
+score TO_EQ_FM_HTML_ONLY 0.322
+score TO_IN_SUBJ 4.099
+score TO_NO_BRKTS_DIRECT 4.299
+score TO_NO_BRKTS_DYNIP 2.360
+score TO_NO_BRKTS_NORDNS_HTML 0.001
+score TO_NO_BRKTS_NOTLIST 0.701
+score TO_NO_BRKTS_PCNT 0.072
score TO_ONE_CHAR 2.899
+score TVD_PCT_OFF 1.302
score YOUR_PERMISSION 2.800
# in active.list but have no hits in recent corpus
score FROM_MISSP_DKIM 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/scores-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set1?rev=1050974&r1=1050973&r2=1050974&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set1 Mon Dec 20 02:50:48 2010
@@ -3,76 +3,76 @@
score ADVANCE_FEE_2_NEW_FORM 0.001
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 0.001
-score ADVANCE_FEE_3_NEW_FORM 1.785
+score ADVANCE_FEE_3_NEW 0.001 # force non-zero
+score ADVANCE_FEE_3_NEW_FORM 0.226
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 1.797
-score ADVANCE_FEE_5_NEW 2.559
-score AXB_HELO_HOME_UN 2.290
-score DATE_IN_FUTURE_96_Q 0.404
-score DATE_IN_FUTURE_Q_PLUS 2.600
-score DEAR_BENEFICIARY 2.266
-score DEAR_EMAIL 0.514
-score DECEASED_NO_ML 0.001
+score ADVANCE_FEE_4_NEW 2.039
+score ADVANCE_FEE_5_NEW 2.485
+score AXB_HELO_HOME_UN 2.364
+score DATE_IN_FUTURE_96_Q 2.052
+score DATE_IN_FUTURE_Q_PLUS 2.599
+score DEAR_BENEFICIARY 2.312
+score DEAR_EMAIL 0.471
+score DECEASED_NO_ML 0.001 # force non-zero
score FILL_THIS_FORM 0.001 # force non-zero
score FORM_FRAUD_3 0.001 # force non-zero
-score FORM_FRAUD_5 0.001
-score FROM_IN_TO_AND_SUBJ 3.299
+score FORM_FRAUD_5 0.001 # force non-zero
+score FROM_IN_TO_AND_SUBJ 3.455
score FROM_MISSPACED 0.001
-score FROM_MISSP_DKIM 0.001 # force non-zero
-score FROM_MISSP_DYNIP 1.847
+score FROM_MISSP_DKIM 0.001
+score FROM_MISSP_DYNIP 2.699
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.058
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_NO_TO 2.737
-score FROM_MISSP_TO_UNDISC 1.166
-score FROM_MISSP_USER 0.268
-score FRT_EXPERIENCE 2.894
-score FRT_PHARMAC 1.636
-score FR_WATCHES_HTTP 1.717
-score FSL_BOTSPAM_1 3.118
-score FSL_BOTSPAM_2 0.153
-score FSL_BOTSPAM_3 0.743
-score FSL_BOTSPAM_4 1.002
-score FSL_CTYPE_WIN1251 2.528
-score FSL_MID_419 0.118
-score FSL_RU_URL 2.179
-score HELO_NO_DOMAIN 0.110
-score HK_SCAM_N2 2.295
-score HK_SCAM_N8 0.599
-score IMG_DIRECT_TO_MX 1.649
-score LOTS_OF_MONEY 0.001 # force non-zero
-score LOTTO_AGENT 1.960
+score FROM_MISSP_FREEMAIL 2.055
+score FROM_MISSP_MSFT 0.224
+score FROM_MISSP_NO_TO 0.641
+score FROM_MISSP_TO_UNDISC 0.643
+score FROM_MISSP_USER 2.134
+score FRT_EXPERIENCE 3.494
+score FRT_PHARMAC 0.179
+score FR_WATCHES_HTTP 0.924
+score FSL_BOTSPAM_1 1.010
+score FSL_BOTSPAM_2 1.647
+score FSL_BOTSPAM_3 2.415
+score FSL_BOTSPAM_4 1.318
+score FSL_CTYPE_WIN1251 3.399
+score FSL_MID_419 2.066
+score FSL_RU_URL 2.180
+score HELO_NO_DOMAIN 0.001
+score HK_SCAM_N2 1.948
+score HK_SCAM_N8 0.302
+score IMG_DIRECT_TO_MX 1.167
+score LOTS_OF_MONEY 0.001
+score LOTTO_AGENT 1.818
score MANY_SPAN_IN_TEXT 2.699
score MAY_BE_FORGED 0.289
-score MONEY_ATM_CARD 2.499
-score MONEY_FORM 0.001 # force non-zero
-score MONEY_FRAUD_3 2.078
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 0.001 # force non-zero
-score MONEY_FROM_MISSP 2.222
+score MONEY_ATM_CARD 2.307
+score MONEY_FORM 0.001
+score MONEY_FRAUD_3 2.081
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 0.001
+score MONEY_FROM_MISSP 0.939
score MONEY_LOTTERY 0.001
-score NSL_RCVD_FROM_USER 1.487
-score OBFU_JPG_ATTACH 3.002
-score RFC_ABUSE_POST 0.001 # force non-zero
-score RISK_FREE 1.249
-score S25R_4 1.477
-score S25R_6 1.848
-score SINGLE_HEADER_2K 0.001
-score TAB_IN_FROM 0.060
-score TINY_FLOAT 2.700
-score TO_EQ_FM_DIRECT_MX 1.013
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.431
-score TO_EQ_FM_DOM_SPF_FAIL 0.736
-score TO_EQ_FM_HTML_DIRECT 3.949
-score TO_EQ_FM_HTML_ONLY 1.415
-score TO_IN_SUBJ 2.935
-score TO_NO_BRKTS_DIRECT 3.625
-score TO_NO_BRKTS_DYNIP 1.688
-score TO_NO_BRKTS_NORDNS_HTML 1.092
-score TO_NO_BRKTS_NOTLIST 0.001
-score TO_NO_BRKTS_PCNT 0.268
+score NSL_RCVD_FROM_USER 0.070
+score OBFU_JPG_ATTACH 3.031
+score OBFU_TEXT_ATTACH 1.350
+score RFC_ABUSE_POST 0.001
+score RISK_FREE 3.277
+score S25R_4 1.121
+score S25R_6 1.866
+score SINGLE_HEADER_2K 0.001 # force non-zero
+score TAB_IN_FROM 0.396
+score TINY_FLOAT 2.699
+score TO_EQ_FM_DIRECT_MX 0.479
+score TO_EQ_FM_DOM_HTML_IMG 0.147
+score TO_EQ_FM_DOM_HTML_ONLY 1.369
+score TO_EQ_FM_HTML_DIRECT 1.058
+score TO_EQ_FM_HTML_ONLY 1.578
+score TO_IN_SUBJ 1.525
+score TO_NO_BRKTS_DIRECT 3.202
+score TO_NO_BRKTS_DYNIP 1.081
+score TO_NO_BRKTS_NORDNS_HTML 1.093
+score TO_NO_BRKTS_NOTLIST 0.424
+score TO_NO_BRKTS_PCNT 0.731
score TO_ONE_CHAR 2.899
-score TVD_PCT_OFF 3.684
-score YOUR_PERMISSION 1.308
+score TVD_PCT_OFF 3.277
+score YOUR_PERMISSION 1.396
Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1050974&r1=1050973&r2=1050974&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon Dec 20 02:50:48 2010
@@ -1,65 +1,77 @@
-# Using score set 0 logs for revision 1050319 from:
+# Using score set 0 logs for revision 1050773 from:
# ham-bb-doc.log ham-bb-fredt.log ham-bb-guenther_fraud.log ham-bb-jhardin.log ham-bb-jhardin_fraud.log ham-bb-jm.log ham-bb-kmcgrail.log ham-bb-trec_enron.log ham-bb-zmi.log ham-bernie-it_batt.log ham-bernie-mix.log ham-danmcdonald.log ham-dos.log ham-kgolding.log ham-wt-ackbar.log ham-wt-en1.log ham-wt-homeone.log spam-bb-doc.log spam-bb-fredt.log spam-bb-guenther_fraud.log spam-bb-jhardin.log spam-bb-jhardin_fraud.log spam-bb-jm.log spam-bb-kmcgrail.log spam-bb-trec_enron.log spam-bb-zmi.log spam-bernie-it_batt.log spam-bernie-mix.log spam-danmcdonald.log spam-dos.log spam-kgolding.log spam-wt-ackbar.log spam-wt-en1.log spam-wt-homeone.log
score ADVANCE_FEE_2_NEW_FORM 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.710
+score ADVANCE_FEE_2_NEW_MONEY 1.744
score ADVANCE_FEE_3_NEW 0.001
-score ADVANCE_FEE_3_NEW_FORM 2.788
-score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_3_NEW_FORM 1.705
+score ADVANCE_FEE_3_NEW_MONEY 0.001 # force non-zero
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_5_NEW 3.269
+score ADVANCE_FEE_5_NEW 3.199
score AXB_HELO_HOME_UN 3.299
-score DATE_IN_FUTURE_96_Q 2.899
+score DATE_IN_FUTURE_96_Q 2.740
score DATE_IN_FUTURE_Q_PLUS 2.699
score DEAR_BENEFICIARY 2.699
+score DEAR_EMAIL 0.001
score DECEASED_NO_ML 0.001
score FILL_THIS_FORM 0.001 # force non-zero
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
-score FROM_IN_TO_AND_SUBJ 2.377
-score FROM_MISSPACED 2.602
-score FROM_MISSP_DYNIP 2.411
-score FROM_MISSP_EH_MATCH 0.354
-score FROM_MISSP_FREEMAIL 3.199
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_NO_TO 1.526
-score FROM_MISSP_TO_UNDISC 0.083
-score FROM_MISSP_USER 2.282
+score FROM_IN_TO_AND_SUBJ 0.187
+score FROM_MISSPACED 2.601
+score FROM_MISSP_DYNIP 2.699
+score FROM_MISSP_EH_MATCH 0.356
+score FROM_MISSP_FREEMAIL 2.800
+score FROM_MISSP_MSFT 0.565
+score FROM_MISSP_NO_TO 0.910
+score FROM_MISSP_TO_UNDISC 2.294
+score FROM_MISSP_USER 1.174
+score FRT_EXPERIENCE 3.599
score FRT_PHARMAC 2.699
-score FSL_BOTSPAM_1 2.849
-score FSL_CTYPE_WIN1251 2.153
-score FSL_MID_419 0.115
-score FSL_RU_URL 3.599
-score HK_SCAM_N2 0.475
-score HK_SCAM_N8 0.450
-score LOTS_OF_MONEY 0.001 # force non-zero
-score LOTTO_AGENT 1.902
-score MANY_SPAN_IN_TEXT 2.630
-score MAY_BE_FORGED 3.499
-score MONEY_ATM_CARD 1.577
+score FR_WATCHES_HTTP 2.799
+score FSL_BOTSPAM_1 2.528
+score FSL_BOTSPAM_2 2.915
+score FSL_BOTSPAM_3 2.787
+score FSL_BOTSPAM_4 2.699
+score FSL_CTYPE_WIN1251 3.499
+score FSL_MID_419 0.001
+score FSL_RU_URL 3.600
+score HELO_NO_DOMAIN 2.601
+score HK_SCAM_N2 0.497
+score HK_SCAM_N8 1.811
+score IMG_DIRECT_TO_MX 1.575
+score LOTS_OF_MONEY 0.001
+score LOTTO_AGENT 1.543
+score MANY_SPAN_IN_TEXT 2.699
+score MAY_BE_FORGED 3.500
+score MONEY_ATM_CARD 0.722
score MONEY_FORM 0.001
-score MONEY_FRAUD_3 1.029
+score MONEY_FRAUD_3 0.555
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FROM_MISSP 2.445
-score MONEY_LOTTERY 0.001 # force non-zero
-score NSL_RCVD_FROM_USER 1.742
-score OBFU_TEXT_ATTACH 0.515
-score RISK_FREE 2.290
-score S25R_4 2.518
-score TAB_IN_FROM 0.315
-score TINY_FLOAT 2.370
-score TO_EQ_FM_DIRECT_MX 4.200
-score TO_EQ_FM_DOM_HTML_ONLY 1.540
-score TO_EQ_FM_HTML_DIRECT 2.979
-score TO_EQ_FM_HTML_ONLY 2.206
-score TO_IN_SUBJ 4.100
-score TO_NO_BRKTS_DIRECT 4.300
-score TO_NO_BRKTS_DYNIP 2.362
-score TO_NO_BRKTS_NORDNS_HTML 0.400
-score TO_NO_BRKTS_NOTLIST 0.714
-score TO_NO_BRKTS_PCNT 0.698
+score MONEY_FROM_MISSP 1.943
+score MONEY_LOTTERY 1.883
+score NSL_RCVD_FROM_USER 1.229
+score OBFU_JPG_ATTACH 3.699
+score RISK_FREE 1.998
+score S25R_4 2.398
+score S25R_6 2.699
+score SINGLE_HEADER_2K 3.899
+score TAB_IN_FROM 1.012
+score TINY_FLOAT 2.304
+score TO_EQ_FM_DIRECT_MX 4.199
+score TO_EQ_FM_DOM_HTML_IMG 0.077
+score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score TO_EQ_FM_HTML_DIRECT 2.715
+score TO_EQ_FM_HTML_ONLY 0.322
+score TO_IN_SUBJ 4.099
+score TO_NO_BRKTS_DIRECT 4.299
+score TO_NO_BRKTS_DYNIP 2.360
+score TO_NO_BRKTS_NORDNS_HTML 0.001
+score TO_NO_BRKTS_NOTLIST 0.701
+score TO_NO_BRKTS_PCNT 0.072
score TO_ONE_CHAR 2.899
+score TVD_PCT_OFF 1.302
score YOUR_PERMISSION 2.800
# in active.list but have no hits in recent corpus
score FROM_MISSP_DKIM 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1050974&r1=1050973&r2=1050974&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Dec 20 02:50:48 2010
@@ -3,76 +3,76 @@
score ADVANCE_FEE_2_NEW_FORM 0.001
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 0.001
-score ADVANCE_FEE_3_NEW_FORM 1.785
+score ADVANCE_FEE_3_NEW 0.001 # force non-zero
+score ADVANCE_FEE_3_NEW_FORM 0.226
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 1.797
-score ADVANCE_FEE_5_NEW 2.559
-score AXB_HELO_HOME_UN 2.290
-score DATE_IN_FUTURE_96_Q 0.404
-score DATE_IN_FUTURE_Q_PLUS 2.600
-score DEAR_BENEFICIARY 2.266
-score DEAR_EMAIL 0.514
-score DECEASED_NO_ML 0.001
+score ADVANCE_FEE_4_NEW 2.039
+score ADVANCE_FEE_5_NEW 2.485
+score AXB_HELO_HOME_UN 2.364
+score DATE_IN_FUTURE_96_Q 2.052
+score DATE_IN_FUTURE_Q_PLUS 2.599
+score DEAR_BENEFICIARY 2.312
+score DEAR_EMAIL 0.471
+score DECEASED_NO_ML 0.001 # force non-zero
score FILL_THIS_FORM 0.001 # force non-zero
score FORM_FRAUD_3 0.001 # force non-zero
-score FORM_FRAUD_5 0.001
-score FROM_IN_TO_AND_SUBJ 3.299
+score FORM_FRAUD_5 0.001 # force non-zero
+score FROM_IN_TO_AND_SUBJ 3.455
score FROM_MISSPACED 0.001
-score FROM_MISSP_DKIM 0.001 # force non-zero
-score FROM_MISSP_DYNIP 1.847
+score FROM_MISSP_DKIM 0.001
+score FROM_MISSP_DYNIP 2.699
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.058
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_NO_TO 2.737
-score FROM_MISSP_TO_UNDISC 1.166
-score FROM_MISSP_USER 0.268
-score FRT_EXPERIENCE 2.894
-score FRT_PHARMAC 1.636
-score FR_WATCHES_HTTP 1.717
-score FSL_BOTSPAM_1 3.118
-score FSL_BOTSPAM_2 0.153
-score FSL_BOTSPAM_3 0.743
-score FSL_BOTSPAM_4 1.002
-score FSL_CTYPE_WIN1251 2.528
-score FSL_MID_419 0.118
-score FSL_RU_URL 2.179
-score HELO_NO_DOMAIN 0.110
-score HK_SCAM_N2 2.295
-score HK_SCAM_N8 0.599
-score IMG_DIRECT_TO_MX 1.649
-score LOTS_OF_MONEY 0.001 # force non-zero
-score LOTTO_AGENT 1.960
+score FROM_MISSP_FREEMAIL 2.055
+score FROM_MISSP_MSFT 0.224
+score FROM_MISSP_NO_TO 0.641
+score FROM_MISSP_TO_UNDISC 0.643
+score FROM_MISSP_USER 2.134
+score FRT_EXPERIENCE 3.494
+score FRT_PHARMAC 0.179
+score FR_WATCHES_HTTP 0.924
+score FSL_BOTSPAM_1 1.010
+score FSL_BOTSPAM_2 1.647
+score FSL_BOTSPAM_3 2.415
+score FSL_BOTSPAM_4 1.318
+score FSL_CTYPE_WIN1251 3.399
+score FSL_MID_419 2.066
+score FSL_RU_URL 2.180
+score HELO_NO_DOMAIN 0.001
+score HK_SCAM_N2 1.948
+score HK_SCAM_N8 0.302
+score IMG_DIRECT_TO_MX 1.167
+score LOTS_OF_MONEY 0.001
+score LOTTO_AGENT 1.818
score MANY_SPAN_IN_TEXT 2.699
score MAY_BE_FORGED 0.289
-score MONEY_ATM_CARD 2.499
-score MONEY_FORM 0.001 # force non-zero
-score MONEY_FRAUD_3 2.078
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 0.001 # force non-zero
-score MONEY_FROM_MISSP 2.222
+score MONEY_ATM_CARD 2.307
+score MONEY_FORM 0.001
+score MONEY_FRAUD_3 2.081
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 0.001
+score MONEY_FROM_MISSP 0.939
score MONEY_LOTTERY 0.001
-score NSL_RCVD_FROM_USER 1.487
-score OBFU_JPG_ATTACH 3.002
-score RFC_ABUSE_POST 0.001 # force non-zero
-score RISK_FREE 1.249
-score S25R_4 1.477
-score S25R_6 1.848
-score SINGLE_HEADER_2K 0.001
-score TAB_IN_FROM 0.060
-score TINY_FLOAT 2.700
-score TO_EQ_FM_DIRECT_MX 1.013
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.431
-score TO_EQ_FM_DOM_SPF_FAIL 0.736
-score TO_EQ_FM_HTML_DIRECT 3.949
-score TO_EQ_FM_HTML_ONLY 1.415
-score TO_IN_SUBJ 2.935
-score TO_NO_BRKTS_DIRECT 3.625
-score TO_NO_BRKTS_DYNIP 1.688
-score TO_NO_BRKTS_NORDNS_HTML 1.092
-score TO_NO_BRKTS_NOTLIST 0.001
-score TO_NO_BRKTS_PCNT 0.268
+score NSL_RCVD_FROM_USER 0.070
+score OBFU_JPG_ATTACH 3.031
+score OBFU_TEXT_ATTACH 1.350
+score RFC_ABUSE_POST 0.001
+score RISK_FREE 3.277
+score S25R_4 1.121
+score S25R_6 1.866
+score SINGLE_HEADER_2K 0.001 # force non-zero
+score TAB_IN_FROM 0.396
+score TINY_FLOAT 2.699
+score TO_EQ_FM_DIRECT_MX 0.479
+score TO_EQ_FM_DOM_HTML_IMG 0.147
+score TO_EQ_FM_DOM_HTML_ONLY 1.369
+score TO_EQ_FM_HTML_DIRECT 1.058
+score TO_EQ_FM_HTML_ONLY 1.578
+score TO_IN_SUBJ 1.525
+score TO_NO_BRKTS_DIRECT 3.202
+score TO_NO_BRKTS_DYNIP 1.081
+score TO_NO_BRKTS_NORDNS_HTML 1.093
+score TO_NO_BRKTS_NOTLIST 0.424
+score TO_NO_BRKTS_PCNT 0.731
score TO_ONE_CHAR 2.899
-score TVD_PCT_OFF 3.684
-score YOUR_PERMISSION 1.308
+score TVD_PCT_OFF 3.277
+score YOUR_PERMISSION 1.396
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1050974&r1=1050973&r2=1050974&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Dec 20 02:50:48 2010
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 160173 47.542% (98.094% of non-spam corpus)
-# Correctly spam: 157289 46.686% (90.593% of spam corpus)
-# False positives: 3112 0.924% (1.906% of nonspam, 108796 weighted)
-# False negatives: 16332 4.848% (9.407% of spam, 54361 weighted)
-# Average score for spam: 15.9 nonspam: 0.4
-# Average for false-pos: 6.6 false-neg: 3.3
-# TOTAL: 336906 100.00%
+# Correctly non-spam: 162087 49.049% (98.009% of non-spam corpus)
+# Correctly spam: 158046 47.827% (95.741% of spam corpus)
+# False positives: 3293 0.997% (1.991% of nonspam, 107780 weighted)
+# False negatives: 7030 2.127% (4.259% of spam, 19475 weighted)
+# Average score for spam: 17.7 nonspam: 0.4
+# Average for false-pos: 6.6 false-neg: 2.8
+# TOTAL: 330456 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 20170 97.96%
-# Correctly spam: 19765 90.59%
-# False positives: 420 2.04%
-# False negatives: 2053 9.41%
-# TCR(l=50): 0.946428 SpamRecall: 90.590% SpamPrec: 97.919%
+# Correctly non-spam: 20413 98.07%
+# Correctly spam: 19911 95.81%
+# False positives: 401 1.93%
+# False negatives: 870 4.19%
+# TCR(l=50): 0.993356 SpamRecall: 95.813% SpamPrec: 98.026%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 161688 99.02%
-# Correctly spam: 95185 54.82%
-# False positives: 1597 0.98%
-# False negatives: 78436 45.18%
-# TCR(l=50): 1.096882 SpamRecall: 54.823% SpamPrec: 98.350%
+# Correctly non-spam: 163716 98.99%
+# Correctly spam: 90319 54.71%
+# False positives: 1664 1.01%
+# False negatives: 74757 45.29%
+# TCR(l=50): 1.045069 SpamRecall: 54.714% SpamPrec: 98.191%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 20388 99.02%
-# Correctly spam: 12014 55.06%
-# False positives: 202 0.98%
-# False negatives: 9804 44.94%
-# TCR(l=50): 1.096162 SpamRecall: 55.065% SpamPrec: 98.346%
+# Correctly non-spam: 20628 99.11%
+# Correctly spam: 11452 55.11%
+# False positives: 186 0.89%
+# False negatives: 9329 44.89%
+# TCR(l=50): 1.115519 SpamRecall: 55.108% SpamPrec: 98.402%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1050974&r1=1050973&r2=1050974&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Dec 20 02:50:48 2010
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 164686 48.508% (99.639% of non-spam corpus)
-# Correctly spam: 172791 50.895% (99.178% of spam corpus)
-# False positives: 596 0.176% (0.361% of nonspam, 39085 weighted)
-# False negatives: 1432 0.422% (0.822% of spam, 4023 weighted)
-# Average score for spam: 24.0 nonspam: -1.1
-# Average for false-pos: 6.2 false-neg: 2.8
-# TOTAL: 339505 100.00%
+# Correctly non-spam: 164684 49.986% (99.638% of non-spam corpus)
+# Correctly spam: 162878 49.438% (99.208% of spam corpus)
+# False positives: 598 0.182% (0.362% of nonspam, 36909 weighted)
+# False negatives: 1301 0.395% (0.792% of spam, 3507 weighted)
+# Average score for spam: 23.9 nonspam: -1.1
+# Average for false-pos: 6.2 false-neg: 2.7
+# TOTAL: 329461 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 20721 99.61%
-# Correctly spam: 21725 99.21%
-# False positives: 82 0.39%
-# False negatives: 172 0.79%
-# TCR(l=50): 5.125702 SpamRecall: 99.215% SpamPrec: 99.624%
+# Correctly non-spam: 20722 99.61%
+# Correctly spam: 20530 99.25%
+# False positives: 81 0.39%
+# False negatives: 155 0.75%
+# TCR(l=50): 4.919144 SpamRecall: 99.251% SpamPrec: 99.607%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 165070 99.87%
-# Correctly spam: 164902 94.65%
+# Correctly spam: 155828 94.91%
# False positives: 212 0.13%
-# False negatives: 9321 5.35%
-# TCR(l=50): 8.745695 SpamRecall: 94.650% SpamPrec: 99.872%
+# False negatives: 8351 5.09%
+# TCR(l=50): 8.663342 SpamRecall: 94.913% SpamPrec: 99.864%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 20774 99.86%
-# Correctly spam: 20738 94.71%
+# Correctly spam: 19626 94.88%
# False positives: 29 0.14%
-# False negatives: 1159 5.29%
-# TCR(l=50): 8.392871 SpamRecall: 94.707% SpamPrec: 99.860%
+# False negatives: 1059 5.12%
+# TCR(l=50): 8.244320 SpamRecall: 94.880% SpamPrec: 99.852%