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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/02/22 06:15:51 UTC
svn commit: r1874356 [2/2] - in /spamassassin/trunk/rulesrc/scores:
72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0
stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1874356&r1=1874355&r2=1874356&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Feb 22 06:15:51 2020
@@ -3,212 +3,208 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.981
-score ADMITS_SPAM 1.721
-score ADVANCE_FEE_2_NEW_MONEY 1.021
-score ADVANCE_FEE_3_NEW 3.350
-score ADVANCE_FEE_3_NEW_MONEY 1.819
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.171
-score ADVANCE_FEE_4_NEW_MONEY 1.046
+score AC_FROM_MANY_DOTS 3.000
+score ADMITS_SPAM 2.106
+score ADVANCE_FEE_2_NEW_MONEY 0.888
+score ADVANCE_FEE_3_NEW 3.404
+score ADVANCE_FEE_3_NEW_MONEY 1.623
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.586
+score ADVANCE_FEE_4_NEW_MONEY 1.050
score ADVANCE_FEE_5_NEW_FRM_MNY 0.327
score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.501
+score AMAZON_IMG_NOT_RCVD_AMZN 1.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 1.267
-score BITCOIN_EXTORT_01 2.570
-score BITCOIN_MALWARE 3.111
-score BITCOIN_PAY_ME 2.502
+score BITCOIN_DEADLINE 2.318
+score BITCOIN_EXTORT_01 2.243
+score BITCOIN_MALWARE 1.274
+score BITCOIN_PAY_ME 1.139
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_07 3.496
+score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 0.810
-score BODY_SINGLE_URI 0.703
-score BODY_SINGLE_WORD 1.785
-score BODY_URI_ONLY 0.998
-score BOGUS_MIME_VERSION 0.481
-score BOGUS_MSM_HDRS 1.341
+score BODY_EMPTY 0.794
+score BODY_SINGLE_URI 1.316
+score BODY_SINGLE_WORD 1.390
+score BODY_URI_ONLY 0.999
+score BOGUS_MIME_VERSION 0.505
+score BOGUS_MSM_HDRS 1.524
score CANT_SEE_AD 2.499
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.248
+score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.999
score DEAR_BENEFICIARY 2.899
-score DKIMWL_BL 1.847
+score DKIMWL_BL 1.902
score DKIMWL_WL_HIGH -0.001 # force non-zero
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 1.799
-score END_FUTURE_EMAILS 2.497
+score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.629
-score FORGED_SPF_HELO 1.343
+score FORGED_RELAY_MUA_TO_MX 3.616
+score FORGED_SPF_HELO 1.292
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 0.929
-score FROM_ADDR_WS 2.388
-score FROM_FMBLA_NEWDOM 1.498
+score FROM_2_EMAILS_SHORT 1.400
+score FROM_ADDR_WS 2.999
+score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.343
+score FROM_GOV_SPOOF 0.345
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.760
+score FROM_MISSP_DYNIP 1.815
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 3.299
+score FROM_MISSP_FREEMAIL 0.001 # force non-zero
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.266
-score FROM_NTLD_LINKBAIT 1.999
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_NAME_EQ_TO_G_DRIVE 0.613
+score FROM_NTLD_LINKBAIT 1.890
+score FROM_NTLD_REPLY_FREEMAIL 1.695
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.424
-score FROM_UNBAL2 1.594
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.421
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 3.099
+score FSL_HELO_FAKE 1.786
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 2.058
+score FSL_THIS_IS_ADV 1.577
score FUZZY_BITCOIN 2.699
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.927
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_GOOGLE_OBFUR 0.749
+score GB_BITCOIN_NH 2.259
+score GB_FREEMAIL_DISPTO 0.001
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
+score GB_GOOGLE_OBFUR 0.043
score GB_GOOGLE_OBFUS 0.749
score GB_WP_FILELINK 0.001
-score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_HTML_ONLY 1.993
score GOOG_REDIR_NORDNS 2.999
score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 2.000
-score HDR_ORDER_FTSDMCXX_NORDNS 2.756
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.104
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 2.556
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.001 # force non-zero
score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_RCVD_IP_MULTICAST 0.070
-score HK_SCAM 1.997
-score HOSTED_IMG_DIRECT_MX 3.388
-score HTML_OFF_PAGE 1.182
-score HTML_SINGLET_MANY 1.731
-score HTML_TAG_BALANCE_CENTER 2.932
+score HK_NAME_MR_MRS 1.000
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_RCVD_IP_MULTICAST 0.001
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 2.679
+score HTML_OFF_PAGE 2.999
+score HTML_SINGLET_MANY 1.213
+score HTML_TAG_BALANCE_CENTER 2.862
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.216
-score IMG_ONLY_FM_DOM_INFO 2.497
+score HTML_TEXT_INVISIBLE_STYLE 1.316
+score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.476
-score KHOP_HELO_FCRDNS 0.274
-score LIST_PARTIAL_SHORT_MSG 2.497
-score LIST_PRTL_SAME_USER 2.414
-score LONG_HEX_URI 2.322
-score LONG_IMG_URI 1.042
+score KHOP_FAKE_EBAY 0.486
+score KHOP_HELO_FCRDNS 0.276
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LIST_PRTL_SAME_USER 2.605
+score LONG_HEX_URI 2.240
+score LONG_IMG_URI 1.039
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.626
-score MALF_HTML_B64 2.135
-score MALWARE_NORDNS 3.499
-score MALWARE_PASSWORD 1.948
-score MAY_BE_FORGED 1.493
-score MILLION_HUNDRED 1.345
+score MALFORMED_FREEMAIL 1.663
+score MALF_HTML_B64 2.133
+score MALWARE_NORDNS 2.172
+score MALWARE_PASSWORD 2.589
+score MAY_BE_FORGED 1.490
+score MILLION_HUNDRED 0.015
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_ES 2.497
+score MIXED_ES 2.499
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.367
-score MONEY_FRAUD_3 0.065
+score MONEY_FORM_SHORT 2.499
+score MONEY_FRAUD_3 0.827
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 3.099
score MONEY_FROM_41 1.999
-score NORDNS_LOW_CONTRAST 2.497
-score NO_FM_NAME_IP_HOSTN 1.732
+score NORDNS_LOW_CONTRAST 2.406
+score NO_FM_NAME_IP_HOSTN 1.823
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 2.999
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 1.000
-score PDS_DBL_URL_ILLEGAL_CHARS 1.048
-score PDS_DBL_URL_TNB_RUNON 1.710
-score PDS_EMPTYSUBJ_URISHRT 1.498
+score OBFU_BITCOIN 3.000
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.999
+score PDS_DBL_URL_TNB_RUNON 0.001
+score PDS_EMPTYSUBJ_URISHRT 1.500
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.297
+score PDS_FROM_2_EMAILS 1.898
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 0.243
+score PDS_HELO_SPF_FAIL 0.246
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 1.498
-score PDS_PHPE_URISHORTENER 1.999
+score PDS_OTHER_BAD_TLD 1.999
score PDS_PHP_EVAL 1.499
-score PDS_SHORTFWD_URISHRT 1.498
-score PDS_SHORT_BOGUS_MSM_HDRS 0.307
-score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_SHORT_BOGUS_MSM_HDRS 0.465
+score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.198
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.902
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.502
-score PP_MIME_FAKE_ASCII_TEXT 0.001
+score PDS_TO_EQ_FROM_NAME 0.089
+score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.452
-score RDNS_NUM_TLD_XM 1.794
-score RISK_FREE 0.512
+score RDNS_NUM_TLD_ATCHNX 2.270
+score RDNS_NUM_TLD_XM 1.317
+score RISK_FREE 0.392
score SERGIO_SUBJECT_PORN014 4.099
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.001 # force non-zero
-score SHORT_BODY_G_DRIVE_DYN 0.499
-score SHORT_IMG_SUSP_NTLD 0.547
-score SHORT_SHORTNER 1.997
+score SHORTENER_SHORT_IMG 0.001
+score SHORT_BODY_G_DRIVE_DYN 1.499
+score SHORT_IMG_SUSP_NTLD 0.246
+score SHORT_SHORTNER 2.000
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.997
-score SPOOFED_FREEMAIL_NO_RDNS 1.498
-score SPOOFED_FREEM_REPTO 1.998
-score STATIC_XPRIO_OLE 1.281
-score STOCK_LOW_CONTRAST 2.497
-score SUBJ_OBFU_PUNCT_FEW 0.748
-score SUBJ_OBFU_PUNCT_MANY 1.747
-score TEQF_USR_POLITE 0.001
-score THIS_AD 2.197
-score THIS_IS_ADV_SUSP_NTLD 0.890
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
-score TO_EQ_FM_DIRECT_MX 1.499
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.299
-score TO_EQ_FM_DOM_SPF_FAIL 0.830
+score SPOOFED_FREEMAIL 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 1.499
+score SPOOFED_FREEM_REPTO 1.997
+score STATIC_XPRIO_OLE 0.001
+score STOCK_LOW_CONTRAST 2.499
+score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_MANY 1.749
+score THIS_AD 2.199
+score THIS_IS_ADV_SUSP_NTLD 0.577
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 1.510
+score TO_EQ_FM_DOM_HTML_IMG 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_ONLY 1.123
+score TO_EQ_FM_DOM_SPF_FAIL 0.899
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 0.740
+score TO_EQ_FM_SPF_FAIL 0.629
score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 0.827
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.497
-score TO_NO_BRKTS_NORDNS_HTML 1.274
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 0.836
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.279
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.127
-score UNICODE_OBFU_ASC 2.497
-score UPGRADE_MAILBOX 1.022
+score TVD_SPACE_RATIO_MINFP 1.130
+score UNICODE_OBFU_ASC 2.499
+score UPGRADE_MAILBOX 1.317
score URI_BUFFLY 1.999
score URI_GOOGLE_PROXY 2.399
-score URI_ONLY_MSGID_MALF 0.210
-score URI_PHISH 3.250
-score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.997
-score URI_WP_DIRINDEX 3.500
-score URI_WP_HACKED 3.496
+score URI_ONLY_MSGID_MALF 0.220
+score URI_PHISH 3.101
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 1.999
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 2.250
-score XPRIO_URL_SHORTNER 0.251
+score XPRIO_SHORT_SUBJ 2.261
+score XPRIO_URL_SHORTNER 0.301
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -258,7 +254,6 @@ score FROM_WORDY 1.0
score FROM_WORDY_SHORT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_LINKED_IMG_NOT_RCVD_LINK 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1874356&r1=1874355&r2=1874356&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Feb 22 06:15:51 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 764058 44.367% (99.653% of non-spam corpus)
-# Correctly spam: 795263 46.179% (83.238% of spam corpus)
-# False positives: 2664 0.155% (0.347% of nonspam, 101306 weighted)
-# False negatives: 160143 9.299% (16.762% of spam, 410606 weighted)
-# Average score for spam: 12.9 nonspam: 0.6
-# Average for false-pos: 6.1 false-neg: 2.6
-# TOTAL: 1722128 100.00%
+# Correctly non-spam: 765968 44.652% (99.532% of non-spam corpus)
+# Correctly spam: 794714 46.328% (84.022% of spam corpus)
+# False positives: 3599 0.210% (0.468% of nonspam, 129180 weighted)
+# False negatives: 151131 8.810% (15.978% of spam, 357225 weighted)
+# Average score for spam: 12.5 nonspam: 0.6
+# Average for false-pos: 5.8 false-neg: 2.4
+# TOTAL: 1715412 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 95147 99.52%
-# Correctly spam: 100709 84.41%
-# False positives: 463 0.48%
-# False negatives: 18599 15.59%
-# TCR(l=50): 2.857745 SpamRecall: 84.411% SpamPrec: 99.542%
+# Correctly non-spam: 95497 99.55%
+# Correctly spam: 99335 84.07%
+# False positives: 433 0.45%
+# False negatives: 18824 15.93%
+# TCR(l=50): 2.919380 SpamRecall: 84.069% SpamPrec: 99.566%
##### 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: 751887 98.07%
-# Correctly spam: 531314 55.61%
-# False positives: 14835 1.93%
-# False negatives: 424092 44.39%
-# TCR(l=50): 0.819499 SpamRecall: 55.611% SpamPrec: 97.284%
+# Correctly non-spam: 754636 98.06%
+# Correctly spam: 532827 56.33%
+# False positives: 14931 1.94%
+# False negatives: 413018 43.67%
+# TCR(l=50): 0.815687 SpamRecall: 56.333% SpamPrec: 97.274%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 93746 98.05%
-# Correctly spam: 66217 55.50%
-# False positives: 1864 1.95%
-# False negatives: 53091 44.50%
-# TCR(l=50): 0.815553 SpamRecall: 55.501% SpamPrec: 97.262%
+# Correctly non-spam: 94051 98.04%
+# Correctly spam: 66337 56.14%
+# False positives: 1879 1.96%
+# False negatives: 51822 43.86%
+# TCR(l=50): 0.810574 SpamRecall: 56.142% SpamPrec: 97.246%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1874356&r1=1874355&r2=1874356&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Feb 22 06:15:51 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 744174 52.126% (98.364% of non-spam corpus)
-# Correctly spam: 581586 40.737% (86.663% of spam corpus)
-# False positives: 12380 0.867% (1.636% of nonspam, 933179 weighted)
-# False negatives: 89507 6.270% (13.337% of spam, 156054 weighted)
-# Average score for spam: 16.5 nonspam: -2.4
+# Correctly non-spam: 744115 52.125% (98.358% of non-spam corpus)
+# Correctly spam: 581602 40.741% (86.673% of spam corpus)
+# False positives: 12423 0.870% (1.642% of nonspam, 934850 weighted)
+# False negatives: 89430 6.264% (13.327% of spam, 155146 weighted)
+# Average score for spam: 16.3 nonspam: -2.4
# Average for false-pos: 8.5 false-neg: 1.7
-# TOTAL: 1427647 100.00%
+# TOTAL: 1427570 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 92803 98.35%
-# Correctly spam: 72484 86.54%
-# False positives: 1555 1.65%
-# False negatives: 11269 13.46%
-# TCR(l=50): 0.940844 SpamRecall: 86.545% SpamPrec: 97.900%
+# Correctly non-spam: 92336 97.86%
+# Correctly spam: 72532 86.61%
+# False positives: 2020 2.14%
+# False negatives: 11213 13.39%
+# TCR(l=50): 0.746304 SpamRecall: 86.611% SpamPrec: 97.290%
##### 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: 754192 99.69%
-# Correctly spam: 345090 51.42%
-# False positives: 2362 0.31%
-# False negatives: 326003 48.58%
-# TCR(l=50): 1.511120 SpamRecall: 51.422% SpamPrec: 99.320%
+# Correctly non-spam: 754163 99.69%
+# Correctly spam: 344799 51.38%
+# False positives: 2375 0.31%
+# False negatives: 326233 48.62%
+# TCR(l=50): 1.507995 SpamRecall: 51.383% SpamPrec: 99.316%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 94037 99.66%
-# Correctly spam: 42682 50.96%
-# False positives: 321 0.34%
-# False negatives: 41071 49.04%
-# TCR(l=50): 1.466238 SpamRecall: 50.962% SpamPrec: 99.254%
+# Correctly non-spam: 94029 99.65%
+# Correctly spam: 42879 51.20%
+# False positives: 327 0.35%
+# False negatives: 40866 48.80%
+# TCR(l=50): 1.463664 SpamRecall: 51.202% SpamPrec: 99.243%