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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/01/30 05:33:32 UTC
svn commit: r1873351 [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=1873351&r1=1873350&r2=1873351&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jan 30 05:33:32 2020
@@ -3,212 +3,211 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.967
+score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 0.905
-score ADVANCE_FEE_2_NEW_MONEY 1.962
-score ADVANCE_FEE_3_NEW 3.467
-score ADVANCE_FEE_3_NEW_MONEY 2.165
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.064
-score ADVANCE_FEE_4_NEW_MONEY 2.700
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.327
+score ADMITS_SPAM 0.915
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.469
+score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.596
+score ADVANCE_FEE_4_NEW_MONEY 2.699
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.330
score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 2.084
-score AMAZON_IMG_NOT_RCVD_AMZN 2.257
+score ALIBABA_IMG_NOT_RCVD_ALI 2.368
+score AMAZON_IMG_NOT_RCVD_AMZN 2.055
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 0.537
-score BITCOIN_EXTORT_01 4.340
+score BITCOIN_DEADLINE 0.443
+score BITCOIN_EXTORT_01 4.393
score BITCOIN_MALWARE 0.481
score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_02 0.001
-score BITCOIN_SPAM_03 1.421
+score BITCOIN_SPAM_02 1.009
+score BITCOIN_SPAM_03 1.416
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_07 2.587
-score BITCOIN_SPAM_09 1.499
+score BITCOIN_SPAM_07 2.715
+score BITCOIN_SPAM_09 1.296
score BODY_EMPTY 0.001
score BODY_SINGLE_URI 2.499
score BODY_SINGLE_WORD 2.499
-score BODY_URI_ONLY 0.999
+score BODY_URI_ONLY 1.000
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.018
+score BOGUS_MSM_HDRS 2.144
score CANT_SEE_AD 2.499
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_96_Q 2.509
+score DATE_IN_FUTURE_96_Q 2.699
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 2.304
-score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
+score DKIMWL_BL 2.306
+score DKIMWL_WL_HIGH -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001 # force non-zero
score DX_TEXT_03 2.799
-score EBAY_IMG_NOT_RCVD_EBAY 0.015
-score END_FUTURE_EMAILS 1.399
+score EBAY_IMG_NOT_RCVD_EBAY 1.883
+score END_FUTURE_EMAILS 1.403
score FILL_THIS_FORM 0.001
score FORGED_RELAY_MUA_TO_MX 3.799
score FORGED_SPF_HELO 1.999
-score FORM_FRAUD 1.000
-score FORM_FRAUD_3 1.342
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 1.940
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.250
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FOUND_YOU 3.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 0.699
-score FROM_ADDR_WS 0.001
-score FROM_FMBLA_NEWDOM 1.500
+score FROM_2_EMAILS_SHORT 0.734
+score FROM_ADDR_WS 0.820
+score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
+score FROM_FMBLA_NEWDOM28 0.800
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.001
+score FROM_GOV_SPOOF 0.001 # force non-zero
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.805
+score FROM_MISSP_DYNIP 3.918
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.511
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 1.506
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.924
-score FROM_MISSP_TO_UNDISC 1.466
+score FROM_MISSP_SPF_FAIL 1.038
+score FROM_MISSP_TO_UNDISC 1.560
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.001 # force non-zero
+score FROM_NAME_EQ_TO_G_DRIVE 0.001
score FROM_NTLD_LINKBAIT 1.999
score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.635
-score FROM_WORDY 1.651
-score FROM_WSP_LEAD 1.696
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD_FP 0.759
+score FROM_WORDY 1.622
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 1.796
-score FSL_NEW_HELO_USER 1.401
+score FSL_HELO_FAKE 1.795
+score FSL_NEW_HELO_USER 0.001
score FSL_THIS_IS_ADV 3.199
-score FUZZY_BITCOIN 3.799
+score FUZZY_BITCOIN 3.899
score FUZZY_BTC_WALLET 0.001
-score FUZZY_CLICK_HERE 2.900
+score FUZZY_CLICK_HERE 2.999
score FUZZY_SECURITY 3.399
-score FUZZY_WALLET 0.001
-score GB_BITCOIN_CP 2.007
-score GB_BITCOIN_NH 0.161
-score GB_FREEMAIL_DISPTO 0.043
-score GB_GOOGLE_OBFUR 0.452
-score GB_GOOGLE_OBFUS 0.750
+score FUZZY_WALLET 0.001 # force non-zero
+score GB_BITCOIN_CP 2.539
+score GB_BITCOIN_NH 0.108
+score GB_FREEMAIL_DISPTO 0.044
+score GB_GOOGLE_OBFUR 0.303
+score GB_GOOGLE_OBFUS 0.749
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 2.900
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 2.000
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.001 # force non-zero
+score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 0.605
-score HOSTED_IMG_MULTI 1.084
-score HTML_OFF_PAGE 0.957
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 2.000
+score HOSTED_IMG_DIRECT_MX 2.040
+score HOSTED_IMG_MULTI 1.713
+score HTML_OFF_PAGE 1.073
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.941
-score HTML_TEXT_INVISIBLE_STYLE 1.232
+score HTML_TAG_BALANCE_CENTER 2.942
+score HTML_TEXT_INVISIBLE_STYLE 1.235
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.816
+score KHOP_FAKE_EBAY 0.763
score KHOP_HELO_FCRDNS 0.275
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.632
-score LONG_HEX_URI 2.606
-score LONG_IMG_URI 0.971
+score LIST_PRTL_SAME_USER 0.125
+score LONG_HEX_URI 2.609
+score LONG_IMG_URI 0.970
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.122
-score MALF_HTML_B64 3.309
+score MALFORMED_FREEMAIL 1.146
+score MALF_HTML_B64 3.053
score MALWARE_NORDNS 0.001
score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 2.599
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_ES 2.399
+score MIXED_ES 2.500
score MONEY_ATM_CARD 2.699
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.424
-score MONEY_FRAUD_3 0.070
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 1.386
+score MONEY_FRAUD_3 1.348
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 2.999
score MONEY_FROM_41 1.999
-score NORDNS_LOW_CONTRAST 2.381
-score NO_FM_NAME_IP_HOSTN 1.926
+score NORDNS_LOW_CONTRAST 2.337
+score NO_FM_NAME_IP_HOSTN 1.839
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001 # force non-zero
-score OBFU_BITCOIN 0.163
+score NSL_RCVD_HELO_USER 0.001
+score OBFU_BITCOIN 0.309
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.737
-score PDS_BTC_NTLD 0.727
-score PDS_DBL_URL_ILLEGAL_CHARS 0.063
+score PDS_BTC_MSGID 0.999
+score PDS_BTC_NTLD 1.746
+score PDS_DBL_URL_ILLEGAL_CHARS 0.032
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
-score PDS_FROM_2_EMAILS 2.300
-score PDS_HELO_SPF_FAIL 1.118
-score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.832
+score PDS_FROM_2_EMAILS 2.266
+score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_HELO_SPF_FAIL 1.317
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_OTHER_BAD_TLD 1.864
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.499
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 1.255
+score PDS_SHORT_BOGUS_MSM_HDRS 0.130
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.679
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.001
+score PDS_TO_EQ_FROM_NAME 0.001 # force non-zero
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RISK_FREE 0.480
-score SCRIPT_GIBBERISH 2.599
+score RISK_FREE 0.453
score SERGIO_SUBJECT_PORN014 3.499
-score SERGIO_SUBJECT_VIAGRA01 2.630
-score SHORTENER_SHORT_IMG 0.001
-score SHORT_BODY_G_DRIVE_DYN 0.184
-score SHORT_IMG_SUSP_NTLD 1.499
+score SERGIO_SUBJECT_VIAGRA01 0.001
+score SHORTENER_SHORT_IMG 1.524
+score SHORT_BODY_G_DRIVE_DYN 0.195
+score SHORT_IMG_SUSP_NTLD 0.460
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.360
+score SINGLETS_LOW_CONTRAST 0.367
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.678
-score SPOOFED_FREEM_REPTO 1.996
-score STATIC_XPRIO_OLE 0.962
+score SPOOFED_FREEM_REPTO 2.000
+score STATIC_XPRIO_OLE 0.266
score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.749
score SUBJ_OBFU_PUNCT_MANY 1.391
score THIS_AD 1.599
-score THIS_IS_ADV_SUSP_NTLD 1.119
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
-score TO_EQ_FM_DIRECT_MX 1.940
+score THIS_IS_ADV_SUSP_NTLD 1.353
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 1.947
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.376
-score TO_EQ_FM_DOM_SPF_FAIL 0.637
-score TO_EQ_FM_HTML_ONLY 0.280
-score TO_EQ_FM_SPF_FAIL 1.195
-score TO_IN_SUBJ 0.100
+score TO_EQ_FM_DOM_HTML_ONLY 0.387
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.777
+score TO_EQ_FM_SPF_FAIL 1.834
+score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_FROM_MSSP 0.271
score TO_NO_BRKTS_HTML_IMG 0.838
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 2.481
-score UPGRADE_MAILBOX 1.319
-score URI_BUFFLY 2.000
+score TO_NO_BRKTS_MSFT 2.500
+score TO_NO_BRKTS_NORDNS_HTML 1.276
+score TVD_SPACE_ENCODED 0.001 # force non-zero
+score TVD_SPACE_RATIO_MINFP 2.299
+score UPGRADE_MAILBOX 1.177
+score URI_BUFFLY 1.999
score URI_GOOGLE_PROXY 2.399
-score URI_ONLY_MSGID_MALF 0.247
-score URI_PHISH 3.269
+score URI_ONLY_MSGID_MALF 1.941
+score URI_PHISH 2.848
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 1.765
-score XPRIO_URL_SHORTNER 1.000
+score XPRIO_SHORT_SUBJ 1.787
+score XPRIO_URL_SHORTNER 0.999
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -280,7 +279,6 @@ score MONERO_EXTORT_01 1.0
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score PDS_FRNOM_TODOM_NAKED_TO 1.000
-score PDS_FROM_NAME_TO_DOMAIN 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1873351&r1=1873350&r2=1873351&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jan 30 05:33:32 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 713651 52.788% (99.563% of non-spam corpus)
-# Correctly spam: 463760 34.304% (73.019% of spam corpus)
-# False positives: 3135 0.232% (0.437% of nonspam, 80931 weighted)
-# False negatives: 171365 12.676% (26.981% of spam, 406780 weighted)
-# Average score for spam: 9.9 nonspam: 0.6
-# Average for false-pos: 5.8 false-neg: 2.4
-# TOTAL: 1351911 100.00%
+# Correctly non-spam: 714017 52.818% (99.615% of non-spam corpus)
+# Correctly spam: 463741 34.304% (73.022% of spam corpus)
+# False positives: 2756 0.204% (0.385% of nonspam, 72346 weighted)
+# False negatives: 171329 12.674% (26.978% of spam, 406267 weighted)
+# Average score for spam: 9.8 nonspam: 0.6
+# Average for false-pos: 5.9 false-neg: 2.4
+# TOTAL: 1351843 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 89008 99.54%
-# Correctly spam: 57955 73.11%
-# False positives: 412 0.46%
-# False negatives: 21320 26.89%
-# TCR(l=50): 1.891102 SpamRecall: 73.106% SpamPrec: 99.294%
+# Correctly non-spam: 89033 99.57%
+# Correctly spam: 57912 73.06%
+# False positives: 386 0.43%
+# False negatives: 21356 26.94%
+# TCR(l=50): 1.949725 SpamRecall: 73.058% SpamPrec: 99.338%
##### 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: 701975 97.93%
-# Correctly spam: 215367 33.91%
-# False positives: 14811 2.07%
-# False negatives: 419758 66.09%
-# TCR(l=50): 0.547376 SpamRecall: 33.909% SpamPrec: 93.565%
+# Correctly non-spam: 701911 97.93%
+# Correctly spam: 215555 33.94%
+# False positives: 14862 2.07%
+# False negatives: 419515 66.06%
+# TCR(l=50): 0.546243 SpamRecall: 33.942% SpamPrec: 93.550%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 87539 97.90%
-# Correctly spam: 27056 34.13%
-# False positives: 1881 2.10%
-# False negatives: 52219 65.87%
-# TCR(l=50): 0.541981 SpamRecall: 34.129% SpamPrec: 93.500%
+# Correctly non-spam: 87574 97.94%
+# Correctly spam: 26894 33.93%
+# False positives: 1845 2.06%
+# False negatives: 52374 66.07%
+# TCR(l=50): 0.548097 SpamRecall: 33.928% SpamPrec: 93.580%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1873351&r1=1873350&r2=1873351&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jan 30 05:33:32 2020
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 709538 53.109% (99.193% of non-spam corpus)
-# Correctly spam: 542225 40.585% (87.357% of spam corpus)
-# False positives: 5774 0.432% (0.807% of nonspam, 381366 weighted)
-# False negatives: 78477 5.874% (12.643% of spam, 130894 weighted)
-# Average score for spam: 17.0 nonspam: -2.6
+# Correctly non-spam: 709542 53.112% (99.195% of non-spam corpus)
+# Correctly spam: 542141 40.581% (87.351% of spam corpus)
+# False positives: 5757 0.431% (0.805% of nonspam, 381300 weighted)
+# False negatives: 78504 5.876% (12.649% of spam, 130644 weighted)
+# Average score for spam: 16.7 nonspam: -2.6
# Average for false-pos: 7.6 false-neg: 1.7
-# TOTAL: 1336014 100.00%
+# TOTAL: 1335944 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88466 99.13%
-# Correctly spam: 67668 87.30%
-# False positives: 779 0.87%
-# False negatives: 9846 12.70%
-# TCR(l=50): 1.588532 SpamRecall: 87.298% SpamPrec: 98.862%
+# Correctly non-spam: 88479 99.14%
+# Correctly spam: 67682 87.33%
+# False positives: 764 0.86%
+# False negatives: 9823 12.67%
+# TCR(l=50): 1.613914 SpamRecall: 87.326% SpamPrec: 98.884%
##### 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: 713222 99.71%
-# Correctly spam: 343896 55.40%
-# False positives: 2090 0.29%
-# False negatives: 276806 44.60%
-# TCR(l=50): 1.627832 SpamRecall: 55.404% SpamPrec: 99.396%
+# Correctly spam: 343874 55.41%
+# False positives: 2077 0.29%
+# False negatives: 276771 44.59%
+# TCR(l=50): 1.630612 SpamRecall: 55.406% SpamPrec: 99.400%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88965 99.69%
-# Correctly spam: 42939 55.40%
-# False positives: 280 0.31%
-# False negatives: 34575 44.60%
-# TCR(l=50): 1.595759 SpamRecall: 55.395% SpamPrec: 99.352%
+# Correctly non-spam: 88967 99.69%
+# Correctly spam: 42920 55.38%
+# False positives: 276 0.31%
+# False negatives: 34585 44.62%
+# TCR(l=50): 1.601839 SpamRecall: 55.377% SpamPrec: 99.361%