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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/02/26 06:43:35 UTC
svn commit: r1874538 [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=1874538&r1=1874537&r2=1874538&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Feb 26 06:43:35 2020
@@ -1,41 +1,41 @@
# Using score set 1 logs for revision 1874360 from:
# ham-net-axb-coi-bulk.r1874360.log ham-net-axb-generic.r1874360.log ham-net-axb-ham-misc.r1874360.log ham-net-darxus.r1874360.log ham-net-ena-week0.r1874360.log ham-net-ena-week1.r1874360.log ham-net-ena-week2.r1874360.log ham-net-ena-week3.r1874360.log ham-net-ena-week4.r1874360.log ham-net-giovanni-ham.r1874360.log ham-net-giovanni-spammy.r1874360.log ham-net-giovanni-spam.r1874360.log ham-net-grenier.r1874360.log ham-net-hege.r1874360.log ham-net-jarif.r1874360.log ham-net-jbrooks.r1874360.log ham-net-llanga.r1874360.log ham-net-mmiroslaw-mails-ham.r1874360.log ham-net-mmiroslaw-mails-spam.r1874360.log ham-net-npiazzi.r1874360.log ham-net-pds.r1874360.log ham-net-sihde.r1874360.log ham-net-spamsponge.r1874360.log ham-net-thendrikx.r1874360.log spam-net-axb-coi-bulk.r1874360.log spam-net-axb-generic.r1874360.log spam-net-axb-ham-misc.r1874360.log spam-net-darxus.r1874360.log spam-net-ena-week0.r1874360.log spam-net-ena-week1.r1874360.log spam-net-ena-week2.r1874360.log spam-net-e
na-week3.r1874360.log spam-net-ena-week4.r1874360.log spam-net-giovanni-ham.r1874360.log spam-net-giovanni-spammy.r1874360.log spam-net-giovanni-spam.r1874360.log spam-net-grenier.r1874360.log spam-net-hege.r1874360.log spam-net-jarif.r1874360.log spam-net-jbrooks.r1874360.log spam-net-llanga.r1874360.log spam-net-mmiroslaw-mails-ham.r1874360.log spam-net-mmiroslaw-mails-spam.r1874360.log spam-net-npiazzi.r1874360.log spam-net-pds.r1874360.log spam-net-sihde.r1874360.log spam-net-spamsponge.r1874360.log spam-net-thendrikx.r1874360.log
-score AC_BR_BONANZA 0.001 # force non-zero
+score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score ADMITS_SPAM 2.767
+score ADMITS_SPAM 2.747
score ADVANCE_FEE_2_NEW_MONEY 0.410
-score ADVANCE_FEE_3_NEW 3.469
-score ADVANCE_FEE_3_NEW_MONEY 0.085
+score ADVANCE_FEE_3_NEW 3.470
+score ADVANCE_FEE_3_NEW_MONEY 0.269
score ADVANCE_FEE_4_NEW 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.584
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.582
score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.253
+score AMAZON_IMG_NOT_RCVD_AMZN 2.251
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 2.264
-score BITCOIN_EXTORT_01 1.398
-score BITCOIN_MALWARE 1.510
-score BITCOIN_PAY_ME 1.977
-score BITCOIN_SPAM_01 0.001
+score BITCOIN_DEADLINE 2.187
+score BITCOIN_EXTORT_01 1.901
+score BITCOIN_MALWARE 0.344
+score BITCOIN_PAY_ME 2.999
+score BITCOIN_SPAM_01 0.070
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_06 1.499
-score BITCOIN_SPAM_07 2.884
+score BITCOIN_SPAM_06 0.390
+score BITCOIN_SPAM_07 2.891
score BITCOIN_SPAM_09 0.001
-score BODY_EMPTY 0.721
-score BODY_SINGLE_URI 2.294
-score BODY_SINGLE_WORD 1.501
+score BODY_EMPTY 0.788
+score BODY_SINGLE_URI 2.298
+score BODY_SINGLE_WORD 1.497
score BODY_URI_ONLY 0.998
-score BOGUS_MSM_HDRS 0.836
+score BOGUS_MSM_HDRS 0.766
score CANT_SEE_AD 2.499
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.248
score CTE_8BIT_MISMATCH 0.998
-score DEAR_BENEFICIARY 1.521
-score DKIMWL_BL 1.772
+score DEAR_BENEFICIARY 0.995
+score DKIMWL_BL 2.205
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
@@ -43,166 +43,167 @@ score DX_TEXT_03 1.7
score END_FUTURE_EMAILS 2.497
score FILL_THIS_FORM 0.001
score FILL_THIS_FORM_SHORT 0.998
-score FORGED_RELAY_MUA_TO_MX 3.393
-score FORGED_SPF_HELO 1.666
+score FORGED_RELAY_MUA_TO_MX 3.391
+score FORGED_SPF_HELO 1.678
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 1.121
-score FROM_ADDR_WS 1.362
-score FROM_FMBLA_NEWDOM 1.498
+score FROM_2_EMAILS_SHORT 1.161
+score FROM_ADDR_WS 1.549
+score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.661
+score FROM_MISSP_DYNIP 1.690
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
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 # force non-zero
+score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_LINKBAIT 2.000
-score FROM_NTLD_REPLY_FREEMAIL 1.363
+score FROM_NTLD_LINKBAIT 1.999
+score FROM_NTLD_REPLY_FREEMAIL 1.575
score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.957
+score FROM_SUSPICIOUS_NTLD_FP 0.955
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 2.610
+score FSL_HELO_FAKE 2.608
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 0.210
+score FSL_THIS_IS_ADV 0.414
score FUZZY_BITCOIN 2.699
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.996
+score GB_BITCOIN_NH 1.557
score GB_FREEMAIL_DISPTO 0.499
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUR 0.749
-score GB_GOOGLE_OBFUS 0.749
-score GOOG_REDIR_HTML_ONLY 0.922
-score GOOG_REDIR_NORDNS 0.760
+score GB_GOOGLE_OBFUR 0.578
+score GB_GOOGLE_OBFUS 0.750
+score GB_WP_FILELINK 1.999
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_NORDNS 2.720
score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
+score HDRS_LCASE_IMGONLY 0.099
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_MISC_IP 0.001 # force non-zero
score HELO_NO_DOMAIN 0.001
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_RCVD_IP_MULTICAST 0.001
+score HK_RCVD_IP_MULTICAST 0.279
score HK_SCAM 1.997
-score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 1.738
-score HTML_TAG_BALANCE_CENTER 1.142
+score HTML_OFF_PAGE 1.379
+score HTML_SINGLET_MANY 1.723
+score HTML_TAG_BALANCE_CENTER 1.136
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.535
+score HTML_TEXT_INVISIBLE_STYLE 1.540
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 1.092
-score KHOP_HELO_FCRDNS 0.274
+score KHOP_FAKE_EBAY 0.337
+score KHOP_HELO_FCRDNS 0.272
score LIST_PARTIAL_SHORT_MSG 2.497
-score LIST_PRTL_SAME_USER 2.636
-score LONG_HEX_URI 1.613
-score LONG_IMG_URI 0.975
+score LIST_PRTL_SAME_USER 2.663
+score LONG_HEX_URI 1.623
+score LONG_IMG_URI 0.978
score LOTS_OF_MONEY 0.001 # force non-zero
-score MALFORMED_FREEMAIL 1.716
-score MALF_HTML_B64 2.136
-score MALWARE_NORDNS 2.862
-score MALWARE_PASSWORD 3.281
+score MALFORMED_FREEMAIL 1.613
+score MALF_HTML_B64 2.128
+score MALWARE_NORDNS 1.966
+score MALWARE_PASSWORD 3.056
score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MONEY_FORM_SHORT 1.619
-score MONEY_FRAUD_3 0.018
+score MONEY_FORM_SHORT 1.625
+score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.396
+score MONEY_FRAUD_8 2.194
score MONEY_FROM_41 1.999
-score NORDNS_LOW_CONTRAST 1.887
+score NORDNS_LOW_CONTRAST 1.891
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.962
-score OBFU_BITCOIN 2.923
+score NUMBERONLY_BITCOIN_EXP 0.588
+score OBFU_BITCOIN 2.515
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.999
-score PDS_DBL_URL_TNB_RUNON 0.001
-score PDS_EMPTYSUBJ_URISHRT 0.456
+score PDS_DBL_URL_TNB_RUNON 1.881
+score PDS_EMPTYSUBJ_URISHRT 0.500
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.500
-score PDS_FROM_2_EMAILS 1.151
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS 1.126
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_HP_HELO_NORDNS 0.090
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_OTHER_BAD_TLD 1.842
-score PDS_PHP_EVAL 1.498
-score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 0.001
+score PDS_OTHER_BAD_TLD 1.916
+score PDS_PHP_EVAL 1.481
+score PDS_SHORTFWD_URISHRT 1.498
+score PDS_SHORT_BOGUS_MSM_HDRS 1.999
score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.428
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.528
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.997
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 0.001
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.222
-score RDNS_NUM_TLD_XM 2.086
-score RISK_FREE 2.458
-score SERGIO_SUBJECT_PORN014 2.604
+score RDNS_NUM_TLD_ATCHNX 2.142
+score RDNS_NUM_TLD_XM 2.921
+score RISK_FREE 0.001
+score SERGIO_SUBJECT_PORN014 2.602
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 2.048
-score SHORT_BODY_G_DRIVE_DYN 1.499
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORTENER_SHORT_IMG 0.001
+score SHORT_BODY_G_DRIVE_DYN 0.405
+score SHORT_IMG_SUSP_NTLD 0.830
score SHORT_SHORTNER 1.997
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 0.001 # force non-zero
+score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.497
-score STATIC_XPRIO_OLE 1.406
+score STATIC_XPRIO_OLE 0.627
score STOCK_LOW_CONTRAST 2.497
score SUBJ_OBFU_PUNCT_FEW 0.748
-score SUBJ_OBFU_PUNCT_MANY 1.452
-score THIS_AD 2.097
+score SUBJ_OBFU_PUNCT_MANY 1.202
+score THIS_AD 1.886
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
-score TO_EQ_FM_DIRECT_MX 1.244
+score TO_EQ_FM_DIRECT_MX 1.243
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.056
+score TO_EQ_FM_DOM_HTML_ONLY 1.057
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 0.001
+score TO_EQ_FM_SPF_FAIL 0.054
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 0.617
+score TO_NAME_SUBJ_NO_RDNS 0.618
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 0.574
+score TO_NO_BRKTS_HTML_IMG 0.826
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.088
-score TO_NO_BRKTS_NORDNS_HTML 1.275
+score TO_NO_BRKTS_MSFT 1.794
+score TO_NO_BRKTS_NORDNS_HTML 1.272
score TO_NO_BRKTS_PCNT 2.499
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.207
+score TVD_SPACE_RATIO_MINFP 1.126
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW 3.499
-score UPGRADE_MAILBOX 0.854
+score UPGRADE_MAILBOX 0.869
score URI_BUFFLY 1.999
score URI_GOOGLE_PROXY 2.199
-score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.250
+score URI_ONLY_MSGID_MALF 0.001 # force non-zero
+score URI_PHISH 3.164
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
-score URI_WP_HACKED 1.957
+score URI_WP_HACKED 3.337
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 1.449
-score XPRIO_URL_SHORTNER 0.483
-score ZW_OBFU_BITCOIN 1.636
+score XPRIO_SHORT_SUBJ 1.421
+score XPRIO_URL_SHORTNER 0.242
+score ZW_OBFU_BITCOIN 1.992
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -253,7 +254,6 @@ score FROM_WORDY_SHORT 1.0
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
score GB_LINKED_IMG_NOT_RCVD_LINK 1.000
-score GB_WP_FILELINK 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1874538&r1=1874537&r2=1874538&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Feb 26 06:43:35 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 752123 43.994% (99.676% of non-spam corpus)
-# Correctly spam: 792588 46.361% (82.990% of spam corpus)
-# False positives: 2445 0.143% (0.324% of nonspam, 94579 weighted)
-# False negatives: 162447 9.502% (17.010% of spam, 416739 weighted)
-# Average score for spam: 12.2 nonspam: 0.6
+# Correctly non-spam: 768810 44.289% (99.622% of non-spam corpus)
+# Correctly spam: 798757 46.014% (82.843% of spam corpus)
+# False positives: 2919 0.168% (0.378% of nonspam, 110718 weighted)
+# False negatives: 165426 9.530% (17.157% of spam, 427970 weighted)
+# Average score for spam: 12.5 nonspam: 0.6
# Average for false-pos: 6.1 false-neg: 2.6
-# TOTAL: 1709603 100.00%
+# TOTAL: 1735912 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 93680 99.58%
-# Correctly spam: 99104 83.10%
-# False positives: 393 0.42%
-# False negatives: 20159 16.90%
-# TCR(l=50): 2.995880 SpamRecall: 83.097% SpamPrec: 99.605%
+# Correctly non-spam: 95737 99.53%
+# Correctly spam: 100067 83.09%
+# False positives: 450 0.47%
+# False negatives: 20367 16.91%
+# TCR(l=50): 2.809480 SpamRecall: 83.089% SpamPrec: 99.552%
##### 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: 739781 98.04%
-# Correctly spam: 544698 57.03%
-# False positives: 14787 1.96%
-# False negatives: 410337 42.97%
-# TCR(l=50): 0.830691 SpamRecall: 57.034% SpamPrec: 97.357%
+# Correctly non-spam: 756496 98.03%
+# Correctly spam: 551252 57.17%
+# False positives: 15233 1.97%
+# False negatives: 412931 42.83%
+# TCR(l=50): 0.820874 SpamRecall: 57.173% SpamPrec: 97.311%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 92256 98.07%
-# Correctly spam: 67871 56.91%
-# False positives: 1817 1.93%
-# False negatives: 51392 43.09%
-# TCR(l=50): 0.838451 SpamRecall: 56.909% SpamPrec: 97.393%
+# Correctly non-spam: 94357 98.10%
+# Correctly spam: 68522 56.90%
+# False positives: 1830 1.90%
+# False negatives: 51912 43.10%
+# TCR(l=50): 0.839776 SpamRecall: 56.896% SpamPrec: 97.399%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1874538&r1=1874537&r2=1874538&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Feb 26 06:43:35 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 754981 43.820% (97.788% of non-spam corpus)
-# Correctly spam: 870180 50.506% (91.514% of spam corpus)
-# False positives: 17075 0.991% (2.212% of nonspam, 1654512 weighted)
-# False negatives: 80694 4.684% (8.486% of spam, 154704 weighted)
-# Average score for spam: 16.4 nonspam: -2.3
+# Correctly non-spam: 754961 43.821% (97.788% of non-spam corpus)
+# Correctly spam: 869871 50.491% (91.490% of spam corpus)
+# False positives: 17078 0.991% (2.212% of nonspam, 1653380 weighted)
+# False negatives: 80916 4.697% (8.510% of spam, 154818 weighted)
+# Average score for spam: 16.5 nonspam: -2.3
# Average for false-pos: 7.9 false-neg: 1.9
-# TOTAL: 1722930 100.00%
+# TOTAL: 1722826 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 94130 97.82%
-# Correctly spam: 108567 91.41%
-# False positives: 2099 2.18%
-# False negatives: 10200 8.59%
-# TCR(l=50): 1.031411 SpamRecall: 91.412% SpamPrec: 98.103%
+# Correctly non-spam: 94115 97.81%
+# Correctly spam: 108570 91.43%
+# False positives: 2111 2.19%
+# False negatives: 10180 8.57%
+# TCR(l=50): 1.026095 SpamRecall: 91.427% SpamPrec: 98.093%
##### 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: 769282 99.64%
-# Correctly spam: 666575 70.10%
-# False positives: 2774 0.36%
-# False negatives: 284299 29.90%
-# TCR(l=50): 2.247934 SpamRecall: 70.101% SpamPrec: 99.586%
+# Correctly non-spam: 769292 99.64%
+# Correctly spam: 666240 70.07%
+# False positives: 2747 0.36%
+# False negatives: 284547 29.93%
+# TCR(l=50): 2.253600 SpamRecall: 70.072% SpamPrec: 99.589%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 95856 99.61%
-# Correctly spam: 82939 69.83%
-# False positives: 373 0.39%
-# False negatives: 35828 30.17%
-# TCR(l=50): 2.180091 SpamRecall: 69.833% SpamPrec: 99.552%
+# Correctly non-spam: 95855 99.61%
+# Correctly spam: 83033 69.92%
+# False positives: 371 0.39%
+# False negatives: 35717 30.08%
+# TCR(l=50): 2.188254 SpamRecall: 69.923% SpamPrec: 99.555%