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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2017/09/28 02:46:25 UTC
svn commit: r1809937 - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf
scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1
Author: spamassassin_role
Date: Thu Sep 28 02:46:25 2017
New Revision: 1809937
URL: http://svn.apache.org/viewvc?rev=1809937&view=rev
Log:
updated scores for revision 1809815 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=1809937&r1=1809936&r2=1809937&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/72_scores.cf (original)
+++ spamassassin/trunk/rulesrc/scores/72_scores.cf Thu Sep 28 02:46:25 2017
@@ -1,68 +1,65 @@
score AC_BR_BONANZA 1.887 2.299 1.887 2.299
-score AC_DIV_BONANZA 1.443 1.357 1.443 1.357
-score AC_HTML_NONSENSE_TAGS 0.001 0.899 0.001 0.899
-score ADVANCE_FEE_2_NEW_MONEY 2.797 0.001 2.797 0.001
+score AC_DIV_BONANZA 1.463 1.335 1.463 1.335
+score ADVANCE_FEE_2_NEW_MONEY 2.799 0.000 2.799 0.000
score ADVANCE_FEE_3_NEW 2.299 1.999 2.299 1.999
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.700 1.830 2.700 1.830
-score ADVANCE_FEE_3_NEW_MONEY 3.199 2.465 3.199 2.465
-score ADVANCE_FEE_4_NEW 2.699 2.399 2.699 2.399
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.900 2.599 2.900 2.599
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.196 1.912 1.196 1.912
+score ADVANCE_FEE_3_NEW_MONEY 3.299 2.446 3.299 2.446
+score ADVANCE_FEE_4_NEW 2.700 2.399 2.700 2.399
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.899 2.599 2.899 2.599
score ADVANCE_FEE_4_NEW_MONEY 3.299 2.999 3.299 2.999
-score ADVANCE_FEE_5_NEW 2.699 0.494 2.699 0.494
+score ADVANCE_FEE_5_NEW 2.799 0.494 2.799 0.494
score ADVANCE_FEE_5_NEW_FRM_MNY 3.399 2.999 3.399 2.999
-score ADVANCE_FEE_5_NEW_MONEY 3.599 1.497 3.599 1.497
-score AD_PREFS 0.001 1.700 0.001 1.700
-score AXB_XMAILER_MIMEOLE_OL_024C2 3.329 1.774 3.329 1.774
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.777 0.928 1.777 0.928
+score ADVANCE_FEE_5_NEW_MONEY 3.244 1.498 3.244 1.498
+score AD_PREFS 0.279 1.699 0.279 1.699
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.611 1.775 2.611 1.775
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.410 1.984 2.410 1.984
score AXB_X_FF_SEZ_S 3.799 3.500 3.799 3.500
-score BODY_SINGLE_URI 0.001 1.987 0.001 1.987
-score BODY_SINGLE_WORD 2.797 1.554 2.797 1.554
-score BODY_URI_ONLY 1.929 2.285 1.929 2.285
-score BOGUS_MSM_HDRS 3.599 3.299 3.599 3.299
-score CK_HELO_DYNAMIC_SPLIT_IP 0.001 0.001 0.001 0.001
-score CK_HELO_GENERIC 2.398 1.556 2.398 1.556
-score COMPENSATION 2.599 0.001 2.599 0.001
-score DATE_IN_FUTURE_96_Q 2.699 2.399 2.699 2.399
-score DEAR_BENEFICIARY 3.082 2.441 3.082 2.441
-score DEAR_EMAIL 3.399 3.114 3.399 3.114
+score BODY_SINGLE_URI 0.001 1.878 0.001 1.878
+score BODY_SINGLE_WORD 4.400 1.668 4.400 1.668
+score BODY_URI_ONLY 1.758 2.285 1.758 2.285
+score BOGUS_MSM_HDRS 3.399 3.289 3.399 3.289
+score CK_HELO_GENERIC 2.601 1.674 2.601 1.674
+score DATE_IN_FUTURE_96_Q 2.700 2.499 2.700 2.499
+score DEAR_BENEFICIARY 3.083 2.400 3.083 2.400
+score DEAR_EMAIL 3.400 3.115 3.400 3.115
score DX_TEXT_01 2.699 2.399 2.699 2.399
-score FBI_MONEY 1.360 1.141 1.360 1.141
-score FBI_SPOOF 2.371 2.299 2.371 2.299
-score FILL_THIS_FORM 0.001 0.000 0.001 0.000
-score FORM_FRAUD 3.000 2.499 3.000 2.499
-score FORM_FRAUD_3 0.399 1.258 0.399 1.258
-score FORM_FRAUD_5 3.599 0.000 3.599 0.000
-score FOUND_YOU 2.360 2.299 2.360 2.299
-score FROM_IN_TO_AND_SUBJ 1.300 0.000 1.300 0.000
+score FBI_MONEY 2.110 0.294 2.110 0.294
+score FBI_SPOOF 0.918 2.299 0.918 2.299
+score FILL_THIS_FORM 0.001 0.001 0.001 0.001
+score FORM_FRAUD 2.999 2.499 2.999 2.499
+score FORM_FRAUD_3 0.802 1.965 0.802 1.965
+score FORM_FRAUD_5 0.233 0.001 0.233 0.001
+score FOUND_YOU 2.360 2.300 2.360 2.300
+score FREEMAIL_FORGED_FROMDOMAIN 0.248 0.001 0.248 0.001
+score FROM_IN_TO_AND_SUBJ 0.497 0.000 0.497 0.000
score FROM_MISSPACED 0.001 0.001 0.001 0.001
-score FROM_MISSP_DYNIP 0.173 1.013 0.173 1.013
-score FROM_MISSP_EH_MATCH 2.090 1.261 2.090 1.261
-score FROM_MISSP_FREEMAIL 2.760 2.261 2.760 2.261
-score FROM_MISSP_MSFT 1.113 0.001 1.113 0.001
-score FROM_MISSP_PHISH 2.150 2.199 2.150 2.199
-score FROM_MISSP_REPLYTO 0.161 0.001 0.161 0.001
-score FROM_MISSP_TO_UNDISC 2.800 2.077 2.800 2.077
-score FROM_MISSP_USER 2.337 0.000 2.337 0.000
-score FROM_MISSP_XPRIO 1.616 0.001 1.616 0.001
-score FROM_WORDY 3.599 3.054 3.599 3.054
-score FSL_CTYPE_WIN1251 3.048 0.001 3.048 0.001
-score FSL_HELO_BARE_IP_2 0.413 0.336 0.413 0.336
-score FSL_NEW_HELO_USER 2.599 0.001 2.599 0.001
-score FUZZY_DR_OZ 2.099 2.499 2.099 2.499
-score HDRS_LCASE 2.900 2.899 2.900 2.899
-score HEADER_FROM_DIFFERENT_DOMAINS 0.205 0.354 0.205 0.354
-score HELO_MISC_IP 2.600 1.651 2.600 1.651
-score HK_NAME_MR_MRS 3.499 3.200 3.499 3.200
+score FROM_MISSP_DYNIP 0.160 1.016 0.160 1.016
+score FROM_MISSP_EH_MATCH 2.599 1.255 2.599 1.255
+score FROM_MISSP_FREEMAIL 3.699 2.498 3.699 2.498
+score FROM_MISSP_MSFT 0.001 0.001 0.001 0.001
+score FROM_MISSP_PHISH 2.484 0.000 2.484 0.000
+score FROM_MISSP_TO_UNDISC 2.800 0.808 2.800 0.808
+score FROM_MISSP_USER 0.001 0.000 0.001 0.000
+score FROM_MISSP_XPRIO 0.513 0.001 0.513 0.001
+score FROM_WORDY 3.599 3.055 3.599 3.055
+score FSL_CTYPE_WIN1251 0.001 0.001 0.001 0.001
+score FSL_HELO_BARE_IP_2 0.358 0.223 0.358 0.223
+score FUZZY_DR_OZ 2.676 2.499 2.676 2.499
+score HDRS_LCASE 2.899 2.900 2.899 2.900
+score HEADER_FROM_DIFFERENT_DOMAINS 0.184 0.350 0.184 0.350
+score HELO_MISC_IP 2.600 1.550 2.600 1.550
+score HK_NAME_MR_MRS 3.499 3.199 3.499 3.199
score HK_RANDOM_FROM 0.001 0.001 0.001 0.001
-score HK_SCAM_N15 1.930 1.979 1.930 1.979
-score HK_SCAM_N2 1.799 2.899 1.799 2.899
-score HK_SCAM_N3 3.053 2.699 3.053 2.699
-score HTML_FONT_TINY 2.594 3.148 2.594 3.148
-score IMG_DIRECT_TO_MX 3.499 3.083 3.499 3.083
+score HK_SCAM_N15 1.932 2.499 1.932 2.499
+score HK_SCAM_N2 0.950 2.899 0.950 2.899
+score HK_SCAM_N3 3.059 2.699 3.059 2.699
+score HTML_FONT_TINY 2.398 3.148 2.398 3.148
+score IMG_DIRECT_TO_MX 3.599 3.028 3.599 3.028
score KHOP_DYNAMIC 3.399 1.496 3.399 1.496
-score LIST_PARTIAL_SHORT_MSG 2.599 2.287 2.599 2.287
-score LIST_PRTL_SAME_USER 0.001 0.001 0.001 0.001
-score LONG_IMG_URI 0.349 0.001 0.349 0.001
+score LIST_PARTIAL_SHORT_MSG 2.500 2.295 2.500 2.295
+score LIST_PRTL_SAME_USER 0.001 0.105 0.001 0.105
+score LONG_HEX_URI 0.001 1.264 0.001 1.264
+score LONG_IMG_URI 0.370 0.001 0.370 0.001
score LOTS_OF_MONEY 0.001 0.001 0.001 0.001
-score LOTTO_AGENT 2.667 2.399 2.667 2.399
-score MILLION_USD 3.599 3.258 3.599 3.258
+score LOTTO_AGENT 2.688 2.399 2.688 2.399
+score MILLION_USD 3.700 3.299 3.700 3.299
Modified: spamassassin/trunk/rulesrc/scores/scores-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set0?rev=1809937&r1=1809936&r2=1809937&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set0 Thu Sep 28 02:46:25 2017
@@ -1,76 +1,76 @@
-# Using score set 0 logs for revision 1809720 from:
+# Using score set 0 logs for revision 1809815 from:
# ham-axb-coi-bulk.log ham-axb-generic.log ham-axb-ham-misc.log ham-axb-ninja.log ham-darxus.log ham-ena-week0.log ham-ena-week1.log ham-ena-week2.log ham-ena-week3.log ham-grenier.log ham-jarif.log ham-jbrooks.log ham-mmiroslaw-mails-ham.log ham-mmiroslaw-mails-spam.log ham-thendrikx.log spam-axb-coi-bulk.log spam-axb-generic.log spam-axb-ham-misc.log spam-axb-ninja.log spam-darxus.log spam-ena-week0.log spam-ena-week1.log spam-ena-week2.log spam-ena-week3.log spam-grenier.log spam-jarif.log spam-jbrooks.log spam-mmiroslaw-mails-ham.log spam-mmiroslaw-mails-spam.log spam-thendrikx.log
score AC_BR_BONANZA 1.887
-score AC_DIV_BONANZA 1.443
-score AC_HTML_NONSENSE_TAGS 0.001
-score ADVANCE_FEE_2_NEW_MONEY 2.797
+score AC_DIV_BONANZA 1.463
+score AC_HTML_NONSENSE_TAGS 0.001 # force non-zero
+score ADVANCE_FEE_2_NEW_MONEY 2.799
score ADVANCE_FEE_3_NEW 2.299
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.700
-score ADVANCE_FEE_3_NEW_MONEY 3.199
-score ADVANCE_FEE_4_NEW 2.699
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.900
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.196
+score ADVANCE_FEE_3_NEW_MONEY 3.299
+score ADVANCE_FEE_4_NEW 2.700
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.899
score ADVANCE_FEE_4_NEW_MONEY 3.299
-score ADVANCE_FEE_5_NEW 2.699
+score ADVANCE_FEE_5_NEW 2.799
score ADVANCE_FEE_5_NEW_FRM_MNY 3.399
-score ADVANCE_FEE_5_NEW_MONEY 3.599
-score AD_PREFS 0.001
-score AXB_XMAILER_MIMEOLE_OL_024C2 3.329
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.777
+score ADVANCE_FEE_5_NEW_MONEY 3.244
+score AD_PREFS 0.279
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.611
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.410
score AXB_X_FF_SEZ_S 3.799
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 2.797
-score BODY_URI_ONLY 1.929
-score BOGUS_MSM_HDRS 3.599
-score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 2.398
-score COMPENSATION 2.599
-score DATE_IN_FUTURE_96_Q 2.699
-score DEAR_BENEFICIARY 3.082
-score DEAR_EMAIL 3.399
+score BODY_SINGLE_WORD 4.400
+score BODY_URI_ONLY 1.758
+score BOGUS_MSM_HDRS 3.399
+score CK_HELO_DYNAMIC_SPLIT_IP 0.001 # force non-zero
+score CK_HELO_GENERIC 2.601
+score COMPENSATION 0.001 # force non-zero
+score DATE_IN_FUTURE_96_Q 2.700
+score DEAR_BENEFICIARY 3.083
+score DEAR_EMAIL 3.400
score DX_TEXT_01 2.699
-score FBI_MONEY 1.360
-score FBI_SPOOF 2.371
+score FBI_MONEY 2.110
+score FBI_SPOOF 0.918
score FILL_THIS_FORM 0.001
-score FORM_FRAUD 3.000
-score FORM_FRAUD_3 0.399
-score FORM_FRAUD_5 3.599
+score FORM_FRAUD 2.999
+score FORM_FRAUD_3 0.802
+score FORM_FRAUD_5 0.233
score FOUND_YOU 2.360
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_IN_TO_AND_SUBJ 1.300
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_IN_TO_AND_SUBJ 0.497
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.173
-score FROM_MISSP_EH_MATCH 2.090
-score FROM_MISSP_FREEMAIL 2.760
-score FROM_MISSP_MSFT 1.113
-score FROM_MISSP_PHISH 2.150
-score FROM_MISSP_REPLYTO 0.161
+score FROM_MISSP_DYNIP 0.160
+score FROM_MISSP_EH_MATCH 2.599
+score FROM_MISSP_FREEMAIL 3.699
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 2.484
+score FROM_MISSP_REPLYTO 0.001 # force non-zero
score FROM_MISSP_TO_UNDISC 2.800
-score FROM_MISSP_USER 2.337
-score FROM_MISSP_XPRIO 1.616
+score FROM_MISSP_USER 0.001
+score FROM_MISSP_XPRIO 0.513
score FROM_WORDY 3.599
-score FSL_CTYPE_WIN1251 3.048
-score FSL_HELO_BARE_IP_2 0.413
-score FSL_NEW_HELO_USER 2.599
-score FUZZY_DR_OZ 2.099
-score HDRS_LCASE 2.900
-score HEADER_FROM_DIFFERENT_DOMAINS 0.205
+score FSL_CTYPE_WIN1251 0.001
+score FSL_HELO_BARE_IP_2 0.358
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FUZZY_DR_OZ 2.676
+score HDRS_LCASE 2.899
+score HEADER_FROM_DIFFERENT_DOMAINS 0.184
score HELO_MISC_IP 2.600
score HK_NAME_MR_MRS 3.499
score HK_RANDOM_FROM 0.001
-score HK_SCAM_N15 1.930
-score HK_SCAM_N2 1.799
-score HK_SCAM_N3 3.053
-score HTML_FONT_TINY 2.594
-score IMG_DIRECT_TO_MX 3.499
+score HK_SCAM_N15 1.932
+score HK_SCAM_N2 0.950
+score HK_SCAM_N3 3.059
+score HTML_FONT_TINY 2.398
+score IMG_DIRECT_TO_MX 3.599
score KHOP_DYNAMIC 3.399
-score LIST_PARTIAL_SHORT_MSG 2.599
+score LIST_PARTIAL_SHORT_MSG 2.500
score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 0.001 # force non-zero
-score LONG_IMG_URI 0.349
+score LONG_HEX_URI 0.001
+score LONG_IMG_URI 0.370
score LOTS_OF_MONEY 0.001
-score LOTTO_AGENT 2.667
-score MILLION_USD 3.599
+score LOTTO_AGENT 2.688
+score MILLION_USD 3.700
# in active.list but have no hits in recent corpus
score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
score OBFU_JVSCR_ESC 0.001 # force non-zero
@@ -98,5 +98,3 @@ score TEQF_USR_IMAGE 0.0
score TEQF_USR_MSGID_HEX 0.001 # force non-zero
score TEQF_USR_MSGID_MALF 0.001 # force non-zero
score TW_GIBBERISH_MANY 0.001 # force non-zero
-score URI_DATA 0.001 # force non-zero
-score XM_PHPMAILER_FORGED 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=1809937&r1=1809936&r2=1809937&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set1 Thu Sep 28 02:46:25 2017
@@ -2,80 +2,80 @@
# ham-net-axb-coi-bulk.log ham-net-axb-generic.log ham-net-axb-ham-misc.log ham-net-axb-ninja.log ham-net-darxus.log ham-net-ena-week0.log ham-net-ena-week1.log ham-net-ena-week2.log ham-net-ena-week3.log ham-net-grenier.log ham-net-jbrooks.log ham-net-mmiroslaw-mails-ham.log ham-net-mmiroslaw-mails-spam.log ham-net-thendrikx.log spam-net-axb-coi-bulk.log spam-net-axb-generic.log spam-net-axb-ham-misc.log spam-net-axb-ninja.log spam-net-darxus.log spam-net-ena-week0.log spam-net-ena-week1.log spam-net-ena-week2.log spam-net-ena-week3.log spam-net-grenier.log spam-net-jbrooks.log spam-net-mmiroslaw-mails-ham.log spam-net-mmiroslaw-mails-spam.log spam-net-thendrikx.log
score AC_BR_BONANZA 2.299
-score AC_DIV_BONANZA 1.357
+score AC_DIV_BONANZA 1.335
score AC_HTML_NONSENSE_TAGS 0.899
-score ADVANCE_FEE_2_NEW_MONEY 0.001
+score ADVANCE_FEE_2_NEW_MONEY 0.001 # force non-zero
score ADVANCE_FEE_3_NEW 1.999
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.830
-score ADVANCE_FEE_3_NEW_MONEY 2.465
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.912
+score ADVANCE_FEE_3_NEW_MONEY 2.446
score ADVANCE_FEE_4_NEW 2.399
score ADVANCE_FEE_4_NEW_FRM_MNY 2.599
score ADVANCE_FEE_4_NEW_MONEY 2.999
score ADVANCE_FEE_5_NEW 0.494
score ADVANCE_FEE_5_NEW_FRM_MNY 2.999
-score ADVANCE_FEE_5_NEW_MONEY 1.497
-score AD_PREFS 1.700
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.774
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.928
+score ADVANCE_FEE_5_NEW_MONEY 1.498
+score AD_PREFS 1.699
+score AXB_XMAILER_MIMEOLE_OL_024C2 1.775
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.984
score AXB_X_FF_SEZ_S 3.500
-score BODY_SINGLE_URI 1.987
-score BODY_SINGLE_WORD 1.554
+score BODY_SINGLE_URI 1.878
+score BODY_SINGLE_WORD 1.668
score BODY_URI_ONLY 2.285
-score BOGUS_MSM_HDRS 3.299
+score BOGUS_MSM_HDRS 3.289
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 1.556
+score CK_HELO_GENERIC 1.674
score COMPENSATION 0.001
-score DATE_IN_FUTURE_96_Q 2.399
-score DEAR_BENEFICIARY 2.441
-score DEAR_EMAIL 3.114
+score DATE_IN_FUTURE_96_Q 2.499
+score DEAR_BENEFICIARY 2.400
+score DEAR_EMAIL 3.115
score DX_TEXT_01 2.399
-score FBI_MONEY 1.141
+score FBI_MONEY 0.294
score FBI_SPOOF 2.299
-score FILL_THIS_FORM 0.001 # force non-zero
+score FILL_THIS_FORM 0.001
score FORM_FRAUD 2.499
-score FORM_FRAUD_3 1.258
-score FORM_FRAUD_5 0.001 # force non-zero
-score FOUND_YOU 2.299
+score FORM_FRAUD_3 1.965
+score FORM_FRAUD_5 0.001
+score FOUND_YOU 2.300
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.013
-score FROM_MISSP_EH_MATCH 1.261
-score FROM_MISSP_FREEMAIL 2.261
+score FROM_MISSP_DYNIP 1.016
+score FROM_MISSP_EH_MATCH 1.255
+score FROM_MISSP_FREEMAIL 2.498
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 2.199
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 2.077
+score FROM_MISSP_TO_UNDISC 0.808
score FROM_MISSP_USER 0.001 # force non-zero
score FROM_MISSP_XPRIO 0.001
-score FROM_WORDY 3.054
+score FROM_WORDY 3.055
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_BARE_IP_2 0.336
+score FSL_HELO_BARE_IP_2 0.223
score FSL_NEW_HELO_USER 0.001
score FUZZY_DR_OZ 2.499
-score HDRS_LCASE 2.899
-score HEADER_FROM_DIFFERENT_DOMAINS 0.354
-score HELO_MISC_IP 1.651
-score HK_NAME_MR_MRS 3.200
+score FUZZY_UNSUBSCRIBE 0.067
+score HDRS_LCASE 2.900
+score HEADER_FROM_DIFFERENT_DOMAINS 0.350
+score HELO_MISC_IP 1.550
+score HK_NAME_MR_MRS 3.199
score HK_RANDOM_FROM 0.001
-score HK_SCAM_N15 1.979
+score HK_SCAM_N15 2.499
score HK_SCAM_N2 2.899
score HK_SCAM_N3 2.699
score HTML_FONT_TINY 3.148
-score IMG_DIRECT_TO_MX 3.083
+score IMG_DIRECT_TO_MX 3.028
score KHOP_DYNAMIC 1.496
-score LIST_PARTIAL_SHORT_MSG 2.287
-score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 1.258
+score LIST_PARTIAL_SHORT_MSG 2.295
+score LIST_PRTL_SAME_USER 0.105
+score LONG_HEX_URI 1.264
score LONG_IMG_URI 0.001
score LOTS_OF_MONEY 0.001
score LOTTO_AGENT 2.399
-score MILLION_USD 3.258
-score RCVD_IN_MSPIKE_H2 -0.958
-score RCVD_IN_MSPIKE_L3 2.980
+score MILLION_USD 3.299
+score RCVD_IN_MSPIKE_H2 -0.933
+score RCVD_IN_MSPIKE_L3 2.978
score RCVD_IN_MSPIKE_L4 3.799
-score RCVD_IN_MSPIKE_L5 4.400
-score RCVD_IN_MSPIKE_ZBI 3.464
+score RCVD_IN_MSPIKE_L5 4.399
+score RCVD_IN_MSPIKE_ZBI 3.221
score RCVD_IN_MSPIKE_BL 0.010
score RCVD_IN_MSPIKE_H3 -0.010
score RCVD_IN_MSPIKE_H4 -0.010
Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1809937&r1=1809936&r2=1809937&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Sep 28 02:46:25 2017
@@ -1,76 +1,76 @@
-# Using score set 0 logs for revision 1809720 from:
+# Using score set 0 logs for revision 1809815 from:
# ham-axb-coi-bulk.log ham-axb-generic.log ham-axb-ham-misc.log ham-axb-ninja.log ham-darxus.log ham-ena-week0.log ham-ena-week1.log ham-ena-week2.log ham-ena-week3.log ham-grenier.log ham-jarif.log ham-jbrooks.log ham-mmiroslaw-mails-ham.log ham-mmiroslaw-mails-spam.log ham-thendrikx.log spam-axb-coi-bulk.log spam-axb-generic.log spam-axb-ham-misc.log spam-axb-ninja.log spam-darxus.log spam-ena-week0.log spam-ena-week1.log spam-ena-week2.log spam-ena-week3.log spam-grenier.log spam-jarif.log spam-jbrooks.log spam-mmiroslaw-mails-ham.log spam-mmiroslaw-mails-spam.log spam-thendrikx.log
score AC_BR_BONANZA 1.887
-score AC_DIV_BONANZA 1.443
-score AC_HTML_NONSENSE_TAGS 0.001
-score ADVANCE_FEE_2_NEW_MONEY 2.797
+score AC_DIV_BONANZA 1.463
+score AC_HTML_NONSENSE_TAGS 0.001 # force non-zero
+score ADVANCE_FEE_2_NEW_MONEY 2.799
score ADVANCE_FEE_3_NEW 2.299
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.700
-score ADVANCE_FEE_3_NEW_MONEY 3.199
-score ADVANCE_FEE_4_NEW 2.699
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.900
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.196
+score ADVANCE_FEE_3_NEW_MONEY 3.299
+score ADVANCE_FEE_4_NEW 2.700
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.899
score ADVANCE_FEE_4_NEW_MONEY 3.299
-score ADVANCE_FEE_5_NEW 2.699
+score ADVANCE_FEE_5_NEW 2.799
score ADVANCE_FEE_5_NEW_FRM_MNY 3.399
-score ADVANCE_FEE_5_NEW_MONEY 3.599
-score AD_PREFS 0.001
-score AXB_XMAILER_MIMEOLE_OL_024C2 3.329
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.777
+score ADVANCE_FEE_5_NEW_MONEY 3.244
+score AD_PREFS 0.279
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.611
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.410
score AXB_X_FF_SEZ_S 3.799
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 2.797
-score BODY_URI_ONLY 1.929
-score BOGUS_MSM_HDRS 3.599
-score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 2.398
-score COMPENSATION 2.599
-score DATE_IN_FUTURE_96_Q 2.699
-score DEAR_BENEFICIARY 3.082
-score DEAR_EMAIL 3.399
+score BODY_SINGLE_WORD 4.400
+score BODY_URI_ONLY 1.758
+score BOGUS_MSM_HDRS 3.399
+score CK_HELO_DYNAMIC_SPLIT_IP 0.001 # force non-zero
+score CK_HELO_GENERIC 2.601
+score COMPENSATION 0.001 # force non-zero
+score DATE_IN_FUTURE_96_Q 2.700
+score DEAR_BENEFICIARY 3.083
+score DEAR_EMAIL 3.400
score DX_TEXT_01 2.699
-score FBI_MONEY 1.360
-score FBI_SPOOF 2.371
+score FBI_MONEY 2.110
+score FBI_SPOOF 0.918
score FILL_THIS_FORM 0.001
-score FORM_FRAUD 3.000
-score FORM_FRAUD_3 0.399
-score FORM_FRAUD_5 3.599
+score FORM_FRAUD 2.999
+score FORM_FRAUD_3 0.802
+score FORM_FRAUD_5 0.233
score FOUND_YOU 2.360
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_IN_TO_AND_SUBJ 1.300
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_IN_TO_AND_SUBJ 0.497
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.173
-score FROM_MISSP_EH_MATCH 2.090
-score FROM_MISSP_FREEMAIL 2.760
-score FROM_MISSP_MSFT 1.113
-score FROM_MISSP_PHISH 2.150
-score FROM_MISSP_REPLYTO 0.161
+score FROM_MISSP_DYNIP 0.160
+score FROM_MISSP_EH_MATCH 2.599
+score FROM_MISSP_FREEMAIL 3.699
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 2.484
+score FROM_MISSP_REPLYTO 0.001 # force non-zero
score FROM_MISSP_TO_UNDISC 2.800
-score FROM_MISSP_USER 2.337
-score FROM_MISSP_XPRIO 1.616
+score FROM_MISSP_USER 0.001
+score FROM_MISSP_XPRIO 0.513
score FROM_WORDY 3.599
-score FSL_CTYPE_WIN1251 3.048
-score FSL_HELO_BARE_IP_2 0.413
-score FSL_NEW_HELO_USER 2.599
-score FUZZY_DR_OZ 2.099
-score HDRS_LCASE 2.900
-score HEADER_FROM_DIFFERENT_DOMAINS 0.205
+score FSL_CTYPE_WIN1251 0.001
+score FSL_HELO_BARE_IP_2 0.358
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FUZZY_DR_OZ 2.676
+score HDRS_LCASE 2.899
+score HEADER_FROM_DIFFERENT_DOMAINS 0.184
score HELO_MISC_IP 2.600
score HK_NAME_MR_MRS 3.499
score HK_RANDOM_FROM 0.001
-score HK_SCAM_N15 1.930
-score HK_SCAM_N2 1.799
-score HK_SCAM_N3 3.053
-score HTML_FONT_TINY 2.594
-score IMG_DIRECT_TO_MX 3.499
+score HK_SCAM_N15 1.932
+score HK_SCAM_N2 0.950
+score HK_SCAM_N3 3.059
+score HTML_FONT_TINY 2.398
+score IMG_DIRECT_TO_MX 3.599
score KHOP_DYNAMIC 3.399
-score LIST_PARTIAL_SHORT_MSG 2.599
+score LIST_PARTIAL_SHORT_MSG 2.500
score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 0.001 # force non-zero
-score LONG_IMG_URI 0.349
+score LONG_HEX_URI 0.001
+score LONG_IMG_URI 0.370
score LOTS_OF_MONEY 0.001
-score LOTTO_AGENT 2.667
-score MILLION_USD 3.599
+score LOTTO_AGENT 2.688
+score MILLION_USD 3.700
# in active.list but have no hits in recent corpus
score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
score OBFU_JVSCR_ESC 0.001 # force non-zero
@@ -98,5 +98,3 @@ score TEQF_USR_IMAGE 0.0
score TEQF_USR_MSGID_HEX 0.001 # force non-zero
score TEQF_USR_MSGID_MALF 0.001 # force non-zero
score TW_GIBBERISH_MANY 0.001 # force non-zero
-score URI_DATA 0.001 # force non-zero
-score XM_PHPMAILER_FORGED 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=1809937&r1=1809936&r2=1809937&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Sep 28 02:46:25 2017
@@ -2,80 +2,80 @@
# ham-net-axb-coi-bulk.log ham-net-axb-generic.log ham-net-axb-ham-misc.log ham-net-axb-ninja.log ham-net-darxus.log ham-net-ena-week0.log ham-net-ena-week1.log ham-net-ena-week2.log ham-net-ena-week3.log ham-net-grenier.log ham-net-jbrooks.log ham-net-mmiroslaw-mails-ham.log ham-net-mmiroslaw-mails-spam.log ham-net-thendrikx.log spam-net-axb-coi-bulk.log spam-net-axb-generic.log spam-net-axb-ham-misc.log spam-net-axb-ninja.log spam-net-darxus.log spam-net-ena-week0.log spam-net-ena-week1.log spam-net-ena-week2.log spam-net-ena-week3.log spam-net-grenier.log spam-net-jbrooks.log spam-net-mmiroslaw-mails-ham.log spam-net-mmiroslaw-mails-spam.log spam-net-thendrikx.log
score AC_BR_BONANZA 2.299
-score AC_DIV_BONANZA 1.357
+score AC_DIV_BONANZA 1.335
score AC_HTML_NONSENSE_TAGS 0.899
-score ADVANCE_FEE_2_NEW_MONEY 0.001
+score ADVANCE_FEE_2_NEW_MONEY 0.001 # force non-zero
score ADVANCE_FEE_3_NEW 1.999
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.830
-score ADVANCE_FEE_3_NEW_MONEY 2.465
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.912
+score ADVANCE_FEE_3_NEW_MONEY 2.446
score ADVANCE_FEE_4_NEW 2.399
score ADVANCE_FEE_4_NEW_FRM_MNY 2.599
score ADVANCE_FEE_4_NEW_MONEY 2.999
score ADVANCE_FEE_5_NEW 0.494
score ADVANCE_FEE_5_NEW_FRM_MNY 2.999
-score ADVANCE_FEE_5_NEW_MONEY 1.497
-score AD_PREFS 1.700
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.774
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.928
+score ADVANCE_FEE_5_NEW_MONEY 1.498
+score AD_PREFS 1.699
+score AXB_XMAILER_MIMEOLE_OL_024C2 1.775
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.984
score AXB_X_FF_SEZ_S 3.500
-score BODY_SINGLE_URI 1.987
-score BODY_SINGLE_WORD 1.554
+score BODY_SINGLE_URI 1.878
+score BODY_SINGLE_WORD 1.668
score BODY_URI_ONLY 2.285
-score BOGUS_MSM_HDRS 3.299
+score BOGUS_MSM_HDRS 3.289
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 1.556
+score CK_HELO_GENERIC 1.674
score COMPENSATION 0.001
-score DATE_IN_FUTURE_96_Q 2.399
-score DEAR_BENEFICIARY 2.441
-score DEAR_EMAIL 3.114
+score DATE_IN_FUTURE_96_Q 2.499
+score DEAR_BENEFICIARY 2.400
+score DEAR_EMAIL 3.115
score DX_TEXT_01 2.399
-score FBI_MONEY 1.141
+score FBI_MONEY 0.294
score FBI_SPOOF 2.299
-score FILL_THIS_FORM 0.001 # force non-zero
+score FILL_THIS_FORM 0.001
score FORM_FRAUD 2.499
-score FORM_FRAUD_3 1.258
-score FORM_FRAUD_5 0.001 # force non-zero
-score FOUND_YOU 2.299
+score FORM_FRAUD_3 1.965
+score FORM_FRAUD_5 0.001
+score FOUND_YOU 2.300
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.013
-score FROM_MISSP_EH_MATCH 1.261
-score FROM_MISSP_FREEMAIL 2.261
+score FROM_MISSP_DYNIP 1.016
+score FROM_MISSP_EH_MATCH 1.255
+score FROM_MISSP_FREEMAIL 2.498
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 2.199
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 2.077
+score FROM_MISSP_TO_UNDISC 0.808
score FROM_MISSP_USER 0.001 # force non-zero
score FROM_MISSP_XPRIO 0.001
-score FROM_WORDY 3.054
+score FROM_WORDY 3.055
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_BARE_IP_2 0.336
+score FSL_HELO_BARE_IP_2 0.223
score FSL_NEW_HELO_USER 0.001
score FUZZY_DR_OZ 2.499
-score HDRS_LCASE 2.899
-score HEADER_FROM_DIFFERENT_DOMAINS 0.354
-score HELO_MISC_IP 1.651
-score HK_NAME_MR_MRS 3.200
+score FUZZY_UNSUBSCRIBE 0.067
+score HDRS_LCASE 2.900
+score HEADER_FROM_DIFFERENT_DOMAINS 0.350
+score HELO_MISC_IP 1.550
+score HK_NAME_MR_MRS 3.199
score HK_RANDOM_FROM 0.001
-score HK_SCAM_N15 1.979
+score HK_SCAM_N15 2.499
score HK_SCAM_N2 2.899
score HK_SCAM_N3 2.699
score HTML_FONT_TINY 3.148
-score IMG_DIRECT_TO_MX 3.083
+score IMG_DIRECT_TO_MX 3.028
score KHOP_DYNAMIC 1.496
-score LIST_PARTIAL_SHORT_MSG 2.287
-score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 1.258
+score LIST_PARTIAL_SHORT_MSG 2.295
+score LIST_PRTL_SAME_USER 0.105
+score LONG_HEX_URI 1.264
score LONG_IMG_URI 0.001
score LOTS_OF_MONEY 0.001
score LOTTO_AGENT 2.399
-score MILLION_USD 3.258
-score RCVD_IN_MSPIKE_H2 -0.958
-score RCVD_IN_MSPIKE_L3 2.980
+score MILLION_USD 3.299
+score RCVD_IN_MSPIKE_H2 -0.933
+score RCVD_IN_MSPIKE_L3 2.978
score RCVD_IN_MSPIKE_L4 3.799
-score RCVD_IN_MSPIKE_L5 4.400
-score RCVD_IN_MSPIKE_ZBI 3.464
+score RCVD_IN_MSPIKE_L5 4.399
+score RCVD_IN_MSPIKE_ZBI 3.221
score RCVD_IN_MSPIKE_BL 0.010
score RCVD_IN_MSPIKE_H3 -0.010
score RCVD_IN_MSPIKE_H4 -0.010
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1809937&r1=1809936&r2=1809937&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Sep 28 02:46:25 2017
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 268677 47.115% (95.096% of non-spam corpus)
-# Correctly spam: 121106 21.237% (42.091% of spam corpus)
-# False positives: 13855 2.430% (4.904% of nonspam, 420938 weighted)
-# False negatives: 166617 29.218% (57.909% of spam, 377444 weighted)
-# Average score for spam: 5.2 nonspam: 1.5
-# Average for false-pos: 6.0 false-neg: 2.3
-# TOTAL: 570255 100.00%
+# Correctly non-spam: 271829 46.327% (95.093% of non-spam corpus)
+# Correctly spam: 128166 21.843% (42.594% of spam corpus)
+# False positives: 14026 2.390% (4.907% of nonspam, 441677 weighted)
+# False negatives: 172738 29.439% (57.406% of spam, 387624 weighted)
+# Average score for spam: 5.1 nonspam: 1.5
+# Average for false-pos: 6.0 false-neg: 2.2
+# TOTAL: 586759 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 33555 94.96%
-# Correctly spam: 15161 42.15%
-# False positives: 1782 5.04%
-# False negatives: 20809 57.85%
-# TCR(l=50): 0.327271 SpamRecall: 42.149% SpamPrec: 89.482%
+# Correctly non-spam: 33938 94.95%
+# Correctly spam: 15992 42.58%
+# False positives: 1806 5.05%
+# False negatives: 21563 57.42%
+# TCR(l=50): 0.335723 SpamRecall: 42.583% SpamPrec: 89.853%
##### 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: 269191 95.28%
-# Correctly spam: 88009 30.59%
-# False positives: 13341 4.72%
-# False negatives: 199714 69.41%
-# TCR(l=50): 0.331951 SpamRecall: 30.588% SpamPrec: 86.837%
+# Correctly non-spam: 272219 95.23%
+# Correctly spam: 94400 31.37%
+# False positives: 13636 4.77%
+# False negatives: 206504 68.63%
+# TCR(l=50): 0.338740 SpamRecall: 31.372% SpamPrec: 87.378%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 33664 95.27%
-# Correctly spam: 11000 30.58%
-# False positives: 1673 4.73%
-# False negatives: 24970 69.42%
-# TCR(l=50): 0.331154 SpamRecall: 30.581% SpamPrec: 86.799%
+# Correctly non-spam: 34030 95.20%
+# Correctly spam: 11769 31.34%
+# False positives: 1714 4.80%
+# False negatives: 25786 68.66%
+# TCR(l=50): 0.336858 SpamRecall: 31.338% SpamPrec: 87.288%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1809937&r1=1809936&r2=1809937&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Sep 28 02:46:25 2017
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 182822 35.826% (99.012% of non-spam corpus)
-# Correctly spam: 243751 47.765% (74.848% of spam corpus)
-# False positives: 1824 0.357% (0.988% of nonspam, 202411 weighted)
-# False negatives: 81912 16.051% (25.152% of spam, 199148 weighted)
+# Correctly non-spam: 182799 35.850% (99.000% of non-spam corpus)
+# Correctly spam: 243640 47.782% (74.909% of spam corpus)
+# False positives: 1847 0.362% (1.000% of nonspam, 204155 weighted)
+# False negatives: 81609 16.005% (25.091% of spam, 198067 weighted)
# Average score for spam: 9.0 nonspam: 0.6
# Average for false-pos: 6.3 false-neg: 2.4
-# TOTAL: 510309 100.00%
+# TOTAL: 509895 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 22940 98.99%
-# Correctly spam: 30415 74.96%
+# Correctly spam: 30359 74.91%
# False positives: 233 1.01%
-# False negatives: 10158 25.04%
-# TCR(l=50): 1.860464 SpamRecall: 74.964% SpamPrec: 99.240%
+# False negatives: 10170 25.09%
+# TCR(l=50): 1.857424 SpamRecall: 74.907% SpamPrec: 99.238%
##### 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: 182307 98.73%
-# Correctly spam: 151507 46.52%
+# Correctly spam: 151383 46.54%
# False positives: 2339 1.27%
-# False negatives: 174156 53.48%
-# TCR(l=50): 1.118709 SpamRecall: 46.523% SpamPrec: 98.480%
+# False negatives: 173866 53.46%
+# TCR(l=50): 1.118401 SpamRecall: 46.544% SpamPrec: 98.478%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 22897 98.81%
-# Correctly spam: 18861 46.49%
+# Correctly spam: 18748 46.26%
# False positives: 276 1.19%
-# False negatives: 21712 53.51%
-# TCR(l=50): 1.142515 SpamRecall: 46.487% SpamPrec: 98.558%
+# False negatives: 21781 53.74%
+# TCR(l=50): 1.139063 SpamRecall: 46.258% SpamPrec: 98.549%