Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914924&r1=1914923&r2=1914924&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Dec 26 02:44:19 2023
@@ -5,184 +5,184 @@ score ACCT_PHISHING_MANY 2.9
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 1.887
+score AC_POST_EXTRAS 1.835
score ADMITS_SPAM 1.697
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.270
+score ADVANCE_FEE_3_NEW 3.268
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 2.197
-score ADVANCE_FEE_4_NEW_MONEY 0.785
+score ADVANCE_FEE_4_NEW_MONEY 0.784
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.689
-score AD_PREFS 0.425
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 2.025
-score BITCOIN_MALF_HTML 2.298
-score BITCOIN_ONAN 2.115
+score ADVANCE_FEE_5_NEW_MONEY 1.694
+score AD_PREFS 0.264
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score BITCOIN_EXTORT_01 2.015
+score BITCOIN_MALF_HTML 1.297
+score BITCOIN_ONAN 2.732
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 1.470
-score BITCOIN_SPAM_07 0.100
-score BITCOIN_TOEQFM 2.505
+score BITCOIN_SPAM_05 1.141
+score BITCOIN_SPAM_07 0.001
+score BITCOIN_TOEQFM 2.498
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.441
-score BITCOIN_YOUR_INFO 2.708
+score BITCOIN_XPRIO 1.453
+score BITCOIN_YOUR_INFO 2.706
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.199
+score BODY_URI_ONLY 0.209
score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.881
-score DKIMWL_WL_HIGH -2.977
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 1.867
+score DKIMWL_WL_HIGH -2.851
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 2.848
-score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 0.458
+score DYNAMIC_IMGUR 0.941
+score END_FUTURE_EMAILS 2.498
+score FILL_THIS_FORM 0.457
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 1.114
-score FONT_INVIS_NORDNS 1.355
-score FONT_INVIS_POSTEXTRAS 1.922
-score FORGED_SPF_HELO 2.977
-score FORM_FRAUD 0.998
-score FORM_FRAUD_5 0.660
+score FONT_INVIS_MSGID 1.227
+score FONT_INVIS_NORDNS 0.754
+score FONT_INVIS_POSTEXTRAS 1.977
+score FORGED_SPF_HELO 3.011
+score FORM_FRAUD 0.999
+score FORM_FRAUD_5 1.157
score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROM_ADDR_WS 2.996
-score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.642
-score FROM_IN_TO_AND_SUBJ 1.498
+score FROM_GOV_DKIM_AU -0.999
+score FROM_IN_TO_AND_SUBJ 1.380
score FROM_MISSPACED 1.997
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_EH_MATCH 0.017
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 1.345
-score FROM_MISSP_REPLYTO 1.651
-score FROM_MISSP_SPF_FAIL 1.620
-score FROM_MISSP_TO_UNDISC 3.066
+score FROM_MISSP_MSFT 1.347
+score FROM_MISSP_REPLYTO 1.624
+score FROM_MISSP_SPF_FAIL 1.680
+score FROM_MISSP_TO_UNDISC 3.109
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.949
-score FROM_PAYPAL_SPOOF 0.909
-score FROM_SUSPICIOUS_NTLD 0.401
-score FROM_SUSPICIOUS_NTLD_FP 1.583
+score FROM_MISSP_XPRIO 0.940
+score FROM_PAYPAL_SPOOF 1.599
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.931
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.397
+score FSL_HAS_TINYURL 2.398
score FSL_HELO_FAKE 1.198
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.497
-score FUZZY_BITCOIN 1.190
-score FUZZY_IMPORTANT 0.610
+score FUZZY_BITCOIN 1.038
+score FUZZY_IMPORTANT 0.182
score FUZZY_WALLET 1.797
-score GB_BITCOIN_CP 2.105
-score GB_CUSTOM_HTM_URI 1.194
-score GB_FAKE_RF_SHORT 1.125
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 0.375
+score GB_BITCOIN_CP 1.860
+score GB_CUSTOM_HTM_URI 1.191
+score GB_FAKE_RF_SHORT 1.141
+score GB_FREEMAIL_DISPTO 0.001
+score GB_HASHBL_BTC 0.390
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.525
+score GOOG_STO_IMG_HTML 2.522
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 2.497
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 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.997
score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 3.035
+score HOSTED_IMG_FREEM 3.209
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_BADATTR 0.422
+score HTML_BADATTR 0.322
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 1.436
+score HTML_TEXT_INVISIBLE_FONT 1.324
score HTML_TEXT_INVISIBLE_STYLE 2.427
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.258
-score LIST_PARTIAL_SHORT_MSG 1.543
+score KHOP_HELO_FCRDNS 0.256
+score LIST_PARTIAL_SHORT_MSG 1.546
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 2.997
-score LONG_INVISIBLE_TEXT 2.696
+score LONG_IMG_URI 2.996
+score LONG_INVISIBLE_TEXT 2.681
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.997
score MALFORMED_FREEMAIL 2.297
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.998
+score MILLION_USD 1.997
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_CENTER_CASE 1.650
+score MIXED_CENTER_CASE 1.750
score MIXED_ES 2.097
score MIXED_HREF_CASE 1.997
-score MONEY_ATM_CARD 1.807
+score MONEY_ATM_CARD 1.278
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.497
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 2.596
-score MONEY_FRAUD_8 2.699
-score MONEY_FREEMAIL_REPTO 1.396
+score MONEY_FRAUD_8 2.017
+score MONEY_FREEMAIL_REPTO 1.403
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.498
-score NICE_REPLY_A -1.464
+score NICE_REPLY_A -1.197
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.004
-score OBFU_BITCOIN 1.633
+score NSL_RCVD_HELO_USER 0.357
+score OBFU_BITCOIN 1.783
score OBFU_TEXT_ATTACH 1.597
-score ODD_FREEM_REPTO 2.248
+score ODD_FREEM_REPTO 2.254
score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BTC_ID 0.001
+score PDS_BTC_ID 0.001 # force non-zero
score PDS_BTC_MSGID 0.001
-score PDS_EMPTYSUBJ_URISHRT 1.499
+score PDS_EMPTYSUBJ_URISHRT 1.498
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.689
+score PDS_FROM_2_EMAILS 1.679
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.997
-score PDS_OTHER_BAD_TLD 1.997
score PDS_TINYSUBJ_URISHRT 1.498
score PHP_SCRIPT 2.298
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.001
+score RATWARE_NO_RDNS 0.861
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.061
+score SCC_BODY_URI_ONLY 2.064
score SCC_CANSPAM_2 2.896
score SCC_ISEMM_LID_1B 1.498
-score SCC_NEWBIE_HASBEENS 2.625
-score SCC_SPAMMER_ADDR_2 0.725
-score SENDGRID_REDIR 1.062
+score SCC_NEWBIE_HASBEENS 2.181
+score SCC_SPAMMER_ADDR_2 2.144
+score SENDGRID_REDIR 1.045
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.397
score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.534
-score STATIC_XPRIO_OLE 0.765
+score SPOOFED_FREEM_REPTO 1.541
+score STATIC_XPRIO_OLE 0.761
score SUBJ_ATTENTION 0.498
-score THIS_AD 0.698
-score TO_EQ_FM_DIRECT_MX 2.498
-score TO_EQ_FM_DOM_SPF_FAIL 1.549
-score TO_EQ_FM_SPF_FAIL 0.192
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.951
+score THIS_AD 0.699
+score TO_EQ_FM_DIRECT_MX 2.497
+score TO_EQ_FM_DOM_SPF_FAIL 1.624
+score TO_EQ_FM_HTML_ONLY 0.120
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.967
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.274
+score TO_NO_BRKTS_MSFT 2.275
score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.491
+score TO_NO_BRKTS_PCNT 2.477
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.596
score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ZW_MANY 0.490
+score UNICODE_OBFU_ZW_MANY 0.492
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 1.597
score URI_PHISH 3.995
@@ -192,10 +192,10 @@ score URI_WP_HACKED_2 2.4
score VFY_ACCT_NORDNS 2.996
score VISTA_TONOM_EQ_TOLOC 2.497
score WIKI_IMG 1.997
-score WORD_INVIS 1.896
+score WORD_INVIS 1.897
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 1.044
+score XM_DIGITS_ONLY 0.001
score XM_RANDOM 2.497
score XM_UC_ONLY 2.497
score XPRIO 0.001
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914924&r1=1914923&r2=1914924&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Dec 26 02:44:19 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 464620 61.414% (99.166% of non-spam corpus)
-# Correctly spam: 190808 25.221% (66.249% of spam corpus)
-# False positives: 3907 0.516% (0.834% of nonspam, 78803 weighted)
-# False negatives: 97208 12.849% (33.751% of spam, 182272 weighted)
+# Correctly non-spam: 464784 61.300% (99.178% of non-spam corpus)
+# Correctly spam: 192466 25.384% (66.466% of spam corpus)
+# False positives: 3853 0.508% (0.822% of nonspam, 78235 weighted)
+# False negatives: 97103 12.807% (33.534% of spam, 182206 weighted)
# Average score for spam: 7.2 nonspam: 0.6
# Average for false-pos: 6.6 false-neg: 1.9
-# TOTAL: 756543 100.00%
+# TOTAL: 758206 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57984 99.16%
-# Correctly spam: 22960 63.77%
-# False positives: 489 0.84%
-# False negatives: 13043 36.23%
-# TCR(l=50): 0.960259 SpamRecall: 63.772% SpamPrec: 97.915%
+# Correctly non-spam: 58013 99.19%
+# Correctly spam: 23047 63.68%
+# False positives: 473 0.81%
+# False negatives: 13143 36.32%
+# TCR(l=50): 0.983611 SpamRecall: 63.683% SpamPrec: 97.989%
##### 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: 456289 97.39%
-# Correctly spam: 119685 41.55%
-# False positives: 12238 2.61%
-# False negatives: 168331 58.45%
-# TCR(l=50): 0.369142 SpamRecall: 41.555% SpamPrec: 90.723%
+# Correctly non-spam: 456383 97.39%
+# Correctly spam: 121845 42.08%
+# False positives: 12254 2.61%
+# False negatives: 167724 57.92%
+# TCR(l=50): 0.371041 SpamRecall: 42.078% SpamPrec: 90.862%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 56929 97.36%
-# Correctly spam: 14873 41.31%
-# False positives: 1544 2.64%
-# False negatives: 21130 58.69%
-# TCR(l=50): 0.366145 SpamRecall: 41.310% SpamPrec: 90.595%
+# Correctly non-spam: 56959 97.39%
+# Correctly spam: 15297 42.27%
+# False positives: 1527 2.61%
+# False negatives: 20893 57.73%
+# TCR(l=50): 0.372160 SpamRecall: 42.269% SpamPrec: 90.924%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914924&r1=1914923&r2=1914924&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Dec 26 02:44:19 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 443170 82.696% (99.375% of non-spam corpus)
-# Correctly spam: 47834 8.926% (53.181% of spam corpus)
-# False positives: 2787 0.520% (0.625% of nonspam, 36414 weighted)
-# False negatives: 42111 7.858% (46.819% of spam, 65126 weighted)
+# Correctly non-spam: 443115 82.686% (99.363% of non-spam corpus)
+# Correctly spam: 47615 8.885% (52.938% of spam corpus)
+# False positives: 2842 0.530% (0.637% of nonspam, 36954 weighted)
+# False negatives: 42330 7.899% (47.062% of spam, 64240 weighted)
# Average score for spam: 6.4 nonspam: -1.6
-# Average for false-pos: 6.5 false-neg: 1.5
+# Average for false-pos: 6.4 false-neg: 1.5
# TOTAL: 535902 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55261 99.37%
-# Correctly spam: 6010 52.85%
-# False positives: 348 0.63%
-# False negatives: 5361 47.15%
-# TCR(l=50): 0.499583 SpamRecall: 52.854% SpamPrec: 94.527%
+# Correctly non-spam: 55264 99.38%
+# Correctly spam: 5967 52.48%
+# False positives: 345 0.62%
+# False negatives: 5404 47.52%
+# TCR(l=50): 0.501942 SpamRecall: 52.476% SpamPrec: 94.534%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914924&r1=1914923&r2=1914924&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Dec 26 02:44:19 2023
@@ -5,184 +5,184 @@ score ACCT_PHISHING_MANY 2.9
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 1.887
+score AC_POST_EXTRAS 1.835
score ADMITS_SPAM 1.697
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.270
+score ADVANCE_FEE_3_NEW 3.268
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 2.197
-score ADVANCE_FEE_4_NEW_MONEY 0.785
+score ADVANCE_FEE_4_NEW_MONEY 0.784
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.689
-score AD_PREFS 0.425
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 2.025
-score BITCOIN_MALF_HTML 2.298
-score BITCOIN_ONAN 2.115
+score ADVANCE_FEE_5_NEW_MONEY 1.694
+score AD_PREFS 0.264
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score BITCOIN_EXTORT_01 2.015
+score BITCOIN_MALF_HTML 1.297
+score BITCOIN_ONAN 2.732
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 1.470
-score BITCOIN_SPAM_07 0.100
-score BITCOIN_TOEQFM 2.505
+score BITCOIN_SPAM_05 1.141
+score BITCOIN_SPAM_07 0.001
+score BITCOIN_TOEQFM 2.498
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.441
-score BITCOIN_YOUR_INFO 2.708
+score BITCOIN_XPRIO 1.453
+score BITCOIN_YOUR_INFO 2.706
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.199
+score BODY_URI_ONLY 0.209
score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.881
-score DKIMWL_WL_HIGH -2.977
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 1.867
+score DKIMWL_WL_HIGH -2.851
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 2.848
-score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 0.458
+score DYNAMIC_IMGUR 0.941
+score END_FUTURE_EMAILS 2.498
+score FILL_THIS_FORM 0.457
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 1.114
-score FONT_INVIS_NORDNS 1.355
-score FONT_INVIS_POSTEXTRAS 1.922
-score FORGED_SPF_HELO 2.977
-score FORM_FRAUD 0.998
-score FORM_FRAUD_5 0.660
+score FONT_INVIS_MSGID 1.227
+score FONT_INVIS_NORDNS 0.754
+score FONT_INVIS_POSTEXTRAS 1.977
+score FORGED_SPF_HELO 3.011
+score FORM_FRAUD 0.999
+score FORM_FRAUD_5 1.157
score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROM_ADDR_WS 2.996
-score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.642
-score FROM_IN_TO_AND_SUBJ 1.498
+score FROM_GOV_DKIM_AU -0.999
+score FROM_IN_TO_AND_SUBJ 1.380
score FROM_MISSPACED 1.997
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_EH_MATCH 0.017
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 1.345
-score FROM_MISSP_REPLYTO 1.651
-score FROM_MISSP_SPF_FAIL 1.620
-score FROM_MISSP_TO_UNDISC 3.066
+score FROM_MISSP_MSFT 1.347
+score FROM_MISSP_REPLYTO 1.624
+score FROM_MISSP_SPF_FAIL 1.680
+score FROM_MISSP_TO_UNDISC 3.109
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.949
-score FROM_PAYPAL_SPOOF 0.909
-score FROM_SUSPICIOUS_NTLD 0.401
-score FROM_SUSPICIOUS_NTLD_FP 1.583
+score FROM_MISSP_XPRIO 0.940
+score FROM_PAYPAL_SPOOF 1.599
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.931
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.397
+score FSL_HAS_TINYURL 2.398
score FSL_HELO_FAKE 1.198
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.497
-score FUZZY_BITCOIN 1.190
-score FUZZY_IMPORTANT 0.610
+score FUZZY_BITCOIN 1.038
+score FUZZY_IMPORTANT 0.182
score FUZZY_WALLET 1.797
-score GB_BITCOIN_CP 2.105
-score GB_CUSTOM_HTM_URI 1.194
-score GB_FAKE_RF_SHORT 1.125
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 0.375
+score GB_BITCOIN_CP 1.860
+score GB_CUSTOM_HTM_URI 1.191
+score GB_FAKE_RF_SHORT 1.141
+score GB_FREEMAIL_DISPTO 0.001
+score GB_HASHBL_BTC 0.390
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.525
+score GOOG_STO_IMG_HTML 2.522
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 2.497
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 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.997
score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 3.035
+score HOSTED_IMG_FREEM 3.209
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_BADATTR 0.422
+score HTML_BADATTR 0.322
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 1.436
+score HTML_TEXT_INVISIBLE_FONT 1.324
score HTML_TEXT_INVISIBLE_STYLE 2.427
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.258
-score LIST_PARTIAL_SHORT_MSG 1.543
+score KHOP_HELO_FCRDNS 0.256
+score LIST_PARTIAL_SHORT_MSG 1.546
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 2.997
-score LONG_INVISIBLE_TEXT 2.696
+score LONG_IMG_URI 2.996
+score LONG_INVISIBLE_TEXT 2.681
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.997
score MALFORMED_FREEMAIL 2.297
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.998
+score MILLION_USD 1.997
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_CENTER_CASE 1.650
+score MIXED_CENTER_CASE 1.750
score MIXED_ES 2.097
score MIXED_HREF_CASE 1.997
-score MONEY_ATM_CARD 1.807
+score MONEY_ATM_CARD 1.278
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.497
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 2.596
-score MONEY_FRAUD_8 2.699
-score MONEY_FREEMAIL_REPTO 1.396
+score MONEY_FRAUD_8 2.017
+score MONEY_FREEMAIL_REPTO 1.403
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.498
-score NICE_REPLY_A -1.464
+score NICE_REPLY_A -1.197
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.004
-score OBFU_BITCOIN 1.633
+score NSL_RCVD_HELO_USER 0.357
+score OBFU_BITCOIN 1.783
score OBFU_TEXT_ATTACH 1.597
-score ODD_FREEM_REPTO 2.248
+score ODD_FREEM_REPTO 2.254
score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BTC_ID 0.001
+score PDS_BTC_ID 0.001 # force non-zero
score PDS_BTC_MSGID 0.001
-score PDS_EMPTYSUBJ_URISHRT 1.499
+score PDS_EMPTYSUBJ_URISHRT 1.498
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.689
+score PDS_FROM_2_EMAILS 1.679
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.997
-score PDS_OTHER_BAD_TLD 1.997
score PDS_TINYSUBJ_URISHRT 1.498
score PHP_SCRIPT 2.298
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.001
+score RATWARE_NO_RDNS 0.861
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.061
+score SCC_BODY_URI_ONLY 2.064
score SCC_CANSPAM_2 2.896
score SCC_ISEMM_LID_1B 1.498
-score SCC_NEWBIE_HASBEENS 2.625
-score SCC_SPAMMER_ADDR_2 0.725
-score SENDGRID_REDIR 1.062
+score SCC_NEWBIE_HASBEENS 2.181
+score SCC_SPAMMER_ADDR_2 2.144
+score SENDGRID_REDIR 1.045
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.397
score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.534
-score STATIC_XPRIO_OLE 0.765
+score SPOOFED_FREEM_REPTO 1.541
+score STATIC_XPRIO_OLE 0.761
score SUBJ_ATTENTION 0.498
-score THIS_AD 0.698
-score TO_EQ_FM_DIRECT_MX 2.498
-score TO_EQ_FM_DOM_SPF_FAIL 1.549
-score TO_EQ_FM_SPF_FAIL 0.192
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.951
+score THIS_AD 0.699
+score TO_EQ_FM_DIRECT_MX 2.497
+score TO_EQ_FM_DOM_SPF_FAIL 1.624
+score TO_EQ_FM_HTML_ONLY 0.120
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.967
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.274
+score TO_NO_BRKTS_MSFT 2.275
score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.491
+score TO_NO_BRKTS_PCNT 2.477
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.596
score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ZW_MANY 0.490
+score UNICODE_OBFU_ZW_MANY 0.492
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 1.597
score URI_PHISH 3.995
@@ -192,10 +192,10 @@ score URI_WP_HACKED_2 2.4
score VFY_ACCT_NORDNS 2.996
score VISTA_TONOM_EQ_TOLOC 2.497
score WIKI_IMG 1.997
-score WORD_INVIS 1.896
+score WORD_INVIS 1.897
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 1.044
+score XM_DIGITS_ONLY 0.001
score XM_RANDOM 2.497
score XM_UC_ONLY 2.497
score XPRIO 0.001
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914924&r1=1914923&r2=1914924&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Dec 26 02:44:19 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 464620 61.414% (99.166% of non-spam corpus)
-# Correctly spam: 190808 25.221% (66.249% of spam corpus)
-# False positives: 3907 0.516% (0.834% of nonspam, 78803 weighted)
-# False negatives: 97208 12.849% (33.751% of spam, 182272 weighted)
+# Correctly non-spam: 464784 61.300% (99.178% of non-spam corpus)
+# Correctly spam: 192466 25.384% (66.466% of spam corpus)
+# False positives: 3853 0.508% (0.822% of nonspam, 78235 weighted)
+# False negatives: 97103 12.807% (33.534% of spam, 182206 weighted)
# Average score for spam: 7.2 nonspam: 0.6
# Average for false-pos: 6.6 false-neg: 1.9
-# TOTAL: 756543 100.00%
+# TOTAL: 758206 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57984 99.16%
-# Correctly spam: 22960 63.77%
-# False positives: 489 0.84%
-# False negatives: 13043 36.23%
-# TCR(l=50): 0.960259 SpamRecall: 63.772% SpamPrec: 97.915%
+# Correctly non-spam: 58013 99.19%
+# Correctly spam: 23047 63.68%
+# False positives: 473 0.81%
+# False negatives: 13143 36.32%
+# TCR(l=50): 0.983611 SpamRecall: 63.683% SpamPrec: 97.989%
##### 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: 456289 97.39%
-# Correctly spam: 119685 41.55%
-# False positives: 12238 2.61%
-# False negatives: 168331 58.45%
-# TCR(l=50): 0.369142 SpamRecall: 41.555% SpamPrec: 90.723%
+# Correctly non-spam: 456383 97.39%
+# Correctly spam: 121845 42.08%
+# False positives: 12254 2.61%
+# False negatives: 167724 57.92%
+# TCR(l=50): 0.371041 SpamRecall: 42.078% SpamPrec: 90.862%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 56929 97.36%
-# Correctly spam: 14873 41.31%
-# False positives: 1544 2.64%
-# False negatives: 21130 58.69%
-# TCR(l=50): 0.366145 SpamRecall: 41.310% SpamPrec: 90.595%
+# Correctly non-spam: 56959 97.39%
+# Correctly spam: 15297 42.27%
+# False positives: 1527 2.61%
+# False negatives: 20893 57.73%
+# TCR(l=50): 0.372160 SpamRecall: 42.269% SpamPrec: 90.924%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914924&r1=1914923&r2=1914924&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Dec 26 02:44:19 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 443170 82.696% (99.375% of non-spam corpus)
-# Correctly spam: 47834 8.926% (53.181% of spam corpus)
-# False positives: 2787 0.520% (0.625% of nonspam, 36414 weighted)
-# False negatives: 42111 7.858% (46.819% of spam, 65126 weighted)
+# Correctly non-spam: 443115 82.686% (99.363% of non-spam corpus)
+# Correctly spam: 47615 8.885% (52.938% of spam corpus)
+# False positives: 2842 0.530% (0.637% of nonspam, 36954 weighted)
+# False negatives: 42330 7.899% (47.062% of spam, 64240 weighted)
# Average score for spam: 6.4 nonspam: -1.6
-# Average for false-pos: 6.5 false-neg: 1.5
+# Average for false-pos: 6.4 false-neg: 1.5
# TOTAL: 535902 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55261 99.37%
-# Correctly spam: 6010 52.85%
-# False positives: 348 0.63%
-# False negatives: 5361 47.15%
-# TCR(l=50): 0.499583 SpamRecall: 52.854% SpamPrec: 94.527%
+# Correctly non-spam: 55264 99.38%
+# Correctly spam: 5967 52.48%
+# False positives: 345 0.62%
+# False negatives: 5404 47.52%
+# TCR(l=50): 0.501942 SpamRecall: 52.476% SpamPrec: 94.534%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...