Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914916&r1=1914915&r2=1914916&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Dec 25 02:42:01 2023
@@ -5,186 +5,186 @@ 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 1.503
+score AC_POST_EXTRAS 1.887
score ADMITS_SPAM 1.697
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.284
+score ADVANCE_FEE_3_NEW 3.270
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.695
+score ADVANCE_FEE_4_NEW 2.197
+score ADVANCE_FEE_4_NEW_MONEY 0.785
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.108
-score AD_PREFS 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 2.008
-score BITCOIN_MALF_HTML 2.812
-score BITCOIN_ONAN 1.933
+score BITCOIN_EXTORT_01 2.025
+score BITCOIN_MALF_HTML 2.298
+score BITCOIN_ONAN 2.115
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 1.327
-score BITCOIN_SPAM_07 0.001
-score BITCOIN_TOEQFM 2.498
+score BITCOIN_SPAM_05 1.470
+score BITCOIN_SPAM_07 0.100
+score BITCOIN_TOEQFM 2.505
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.467
-score BITCOIN_YOUR_INFO 2.706
+score BITCOIN_XPRIO 1.441
+score BITCOIN_YOUR_INFO 2.708
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.213
+score BODY_URI_ONLY 0.199
score CK_HELO_GENERIC 0.248
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.873
-score DKIMWL_WL_HIGH -2.594
+score DEAR_BENEFICIARY 1.881
+score DKIMWL_WL_HIGH -2.977
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 3.530
+score DYNAMIC_IMGUR 2.848
score END_FUTURE_EMAILS 2.497
score FILL_THIS_FORM 0.458
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 1.255
-score FONT_INVIS_NORDNS 1.247
-score FONT_INVIS_POSTEXTRAS 2.305
-score FORGED_SPF_HELO 2.979
+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 1.228
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FORM_FRAUD_5 0.660
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROM_ADDR_WS 2.996
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.456
-score FROM_IN_TO_AND_SUBJ 1.383
+score FROM_GOV_DKIM_AU -0.642
+score FROM_IN_TO_AND_SUBJ 1.498
score FROM_MISSPACED 1.997
score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 1.345
-score FROM_MISSP_REPLYTO 1.647
-score FROM_MISSP_SPF_FAIL 1.579
-score FROM_MISSP_TO_UNDISC 3.673
+score FROM_MISSP_REPLYTO 1.651
+score FROM_MISSP_SPF_FAIL 1.620
+score FROM_MISSP_TO_UNDISC 3.066
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.938
-score FROM_PAYPAL_SPOOF 0.410
-score FROM_SUSPICIOUS_NTLD 0.259
-score FROM_SUSPICIOUS_NTLD_FP 1.455
+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 FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 2.397
score FSL_HELO_FAKE 1.198
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.497
-score FUZZY_BITCOIN 1.243
-score FUZZY_IMPORTANT 0.031
+score FUZZY_BITCOIN 1.190
+score FUZZY_IMPORTANT 0.610
score FUZZY_WALLET 1.797
-score GB_BITCOIN_CP 1.734
-score GB_CUSTOM_HTM_URI 1.498
-score GB_FAKE_RF_SHORT 1.131
-score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 0.359
+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 GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.522
+score GOOG_STO_IMG_HTML 2.525
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.098
+score HDRS_LCASE_IMGONLY 0.099
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 HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.498
+score HK_NAME_FM_MR_MRS 1.499
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_SCAM 1.997
-score HOSTED_IMG_DIRECT_MX 3.497
-score HOSTED_IMG_FREEM 3.007
+score HOSTED_IMG_DIRECT_MX 3.496
+score HOSTED_IMG_FREEM 3.035
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_BADATTR 0.998
+score HTML_BADATTR 0.422
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 1.299
-score HTML_TEXT_INVISIBLE_STYLE 2.416
+score HTML_TEXT_INVISIBLE_FONT 1.436
+score HTML_TEXT_INVISIBLE_STYLE 2.427
score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.258
-score LIST_PARTIAL_SHORT_MSG 1.540
+score LIST_PARTIAL_SHORT_MSG 1.543
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 2.996
-score LONG_INVISIBLE_TEXT 2.692
+score LONG_IMG_URI 2.997
+score LONG_INVISIBLE_TEXT 2.696
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.997
-score MALFORMED_FREEMAIL 2.397
+score MALFORMED_FREEMAIL 2.297
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.997
+score MILLION_USD 1.998
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_CENTER_CASE 1.637
-score MIXED_ES 2.197
+score MIXED_CENTER_CASE 1.650
+score MIXED_ES 2.097
score MIXED_HREF_CASE 1.997
-score MONEY_ATM_CARD 1.309
+score MONEY_ATM_CARD 1.807
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 1.176
-score MONEY_FREEMAIL_REPTO 1.391
+score MONEY_FRAUD_8 2.699
+score MONEY_FREEMAIL_REPTO 1.396
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.498
-score NICE_REPLY_A -1.463
+score NICE_REPLY_A -1.464
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.300
-score OBFU_BITCOIN 1.450
+score NSL_RCVD_HELO_USER 0.004
+score OBFU_BITCOIN 1.633
score OBFU_TEXT_ATTACH 1.597
-score ODD_FREEM_REPTO 2.244
+score ODD_FREEM_REPTO 2.248
score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BTC_ID 0.036
+score PDS_BTC_ID 0.001
score PDS_BTC_MSGID 0.001
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.098
+score PDS_FROM_2_EMAILS 1.689
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 2.293
+score PHP_SCRIPT 2.298
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.762
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RATWARE_NO_RDNS 0.001
+score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.053
-score SCC_CANSPAM_2 2.996
+score SCC_BODY_URI_ONLY 2.061
+score SCC_CANSPAM_2 2.896
score SCC_ISEMM_LID_1B 1.498
-score SCC_NEWBIE_HASBEENS 2.891
-score SCC_SPAMMER_ADDR_2 0.130
-score SENDGRID_REDIR 1.065
+score SCC_NEWBIE_HASBEENS 2.625
+score SCC_SPAMMER_ADDR_2 0.725
+score SENDGRID_REDIR 1.062
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 1.540
-score STATIC_XPRIO_OLE 0.773
+score SPOOFED_FREEM_REPTO 1.534
+score STATIC_XPRIO_OLE 0.765
score SUBJ_ATTENTION 0.498
score THIS_AD 0.698
-score TO_EQ_FM_DIRECT_MX 2.497
-score TO_EQ_FM_DOM_SPF_FAIL 1.134
-score TO_EQ_FM_HTML_ONLY 0.132
-score TO_EQ_FM_SPF_FAIL 0.478
+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 2.929
+score TO_NAME_SUBJ_NO_RDNS 2.951
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 2.273
+score TO_NO_BRKTS_MSFT 2.274
score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.443
+score TO_NO_BRKTS_PCNT 2.491
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.596
score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ZW_MANY 0.491
+score UNICODE_OBFU_ZW_MANY 0.490
score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 1.697
+score URI_GOOGLE_PROXY 1.597
score URI_PHISH 3.995
score URI_TRY_3LD 1.997
score URI_WP_HACKED 3.496
@@ -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 1.912
+score WORD_INVIS 1.896
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.001 # force non-zero
-score XM_DIGITS_ONLY 2.129
+score XFER_LOTSA_MONEY 0.001
+score XM_DIGITS_ONLY 1.044
score XM_RANDOM 2.497
score XM_UC_ONLY 2.497
score XPRIO 0.001
@@ -310,7 +310,6 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_FONT_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914916&r1=1914915&r2=1914916&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Dec 25 02:42:01 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 464215 61.746% (99.209% of non-spam corpus)
-# Correctly spam: 177974 23.673% (62.691% of spam corpus)
-# False positives: 3700 0.492% (0.791% of nonspam, 74028 weighted)
-# False negatives: 105919 14.089% (37.309% of spam, 215761 weighted)
-# Average score for spam: 6.9 nonspam: 0.6
-# Average for false-pos: 6.6 false-neg: 2.0
-# TOTAL: 751808 100.00%
+# 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)
+# Average score for spam: 7.2 nonspam: 0.6
+# Average for false-pos: 6.6 false-neg: 1.9
+# TOTAL: 756543 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57931 99.22%
-# Correctly spam: 21946 61.81%
-# False positives: 458 0.78%
-# False negatives: 13562 38.19%
-# TCR(l=50): 0.973836 SpamRecall: 61.806% SpamPrec: 97.956%
+# 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%
##### 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: 455439 97.33%
-# Correctly spam: 116443 41.02%
-# False positives: 12476 2.67%
-# False negatives: 167450 58.98%
-# TCR(l=50): 0.358791 SpamRecall: 41.017% SpamPrec: 90.323%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 56789 97.26%
-# Correctly spam: 14486 40.80%
-# False positives: 1600 2.74%
-# False negatives: 21022 59.20%
-# TCR(l=50): 0.351488 SpamRecall: 40.796% SpamPrec: 90.053%
+# 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%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914916&r1=1914915&r2=1914916&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Dec 25 02:42:01 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 443116 82.686% (99.363% of non-spam corpus)
-# Correctly spam: 47624 8.887% (52.946% of spam corpus)
-# False positives: 2841 0.530% (0.637% of nonspam, 36962 weighted)
-# False negatives: 42324 7.898% (47.054% of spam, 66173 weighted)
-# Average score for spam: 6.4 nonspam: -1.5
-# Average for false-pos: 6.5 false-neg: 1.6
-# TOTAL: 535905 100.00%
+# 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)
+# Average score for spam: 6.4 nonspam: -1.6
+# Average for false-pos: 6.5 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: 55263 99.38%
-# Correctly spam: 5973 52.53%
-# False positives: 346 0.62%
-# False negatives: 5398 47.47%
-# TCR(l=50): 0.500969 SpamRecall: 52.528% SpamPrec: 94.524%
+# 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%
##### 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: 444141 99.59%
-# Correctly spam: 19539 21.72%
+# Correctly spam: 19550 21.74%
# False positives: 1816 0.41%
-# False negatives: 70409 78.28%
-# TCR(l=50): 0.557959 SpamRecall: 21.723% SpamPrec: 91.496%
+# False negatives: 70395 78.26%
+# TCR(l=50): 0.557989 SpamRecall: 21.736% SpamPrec: 91.501%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 55381 99.59%
-# Correctly spam: 2480 21.81%
+# Correctly spam: 2483 21.84%
# False positives: 228 0.41%
-# False negatives: 8891 78.19%
-# TCR(l=50): 0.560396 SpamRecall: 21.810% SpamPrec: 91.581%
+# False negatives: 8888 78.16%
+# TCR(l=50): 0.560479 SpamRecall: 21.836% SpamPrec: 91.590%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914916&r1=1914915&r2=1914916&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Dec 25 02:42:01 2023
@@ -5,186 +5,186 @@ 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 1.503
+score AC_POST_EXTRAS 1.887
score ADMITS_SPAM 1.697
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.284
+score ADVANCE_FEE_3_NEW 3.270
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.695
+score ADVANCE_FEE_4_NEW 2.197
+score ADVANCE_FEE_4_NEW_MONEY 0.785
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.108
-score AD_PREFS 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 2.008
-score BITCOIN_MALF_HTML 2.812
-score BITCOIN_ONAN 1.933
+score BITCOIN_EXTORT_01 2.025
+score BITCOIN_MALF_HTML 2.298
+score BITCOIN_ONAN 2.115
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 1.327
-score BITCOIN_SPAM_07 0.001
-score BITCOIN_TOEQFM 2.498
+score BITCOIN_SPAM_05 1.470
+score BITCOIN_SPAM_07 0.100
+score BITCOIN_TOEQFM 2.505
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.467
-score BITCOIN_YOUR_INFO 2.706
+score BITCOIN_XPRIO 1.441
+score BITCOIN_YOUR_INFO 2.708
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.213
+score BODY_URI_ONLY 0.199
score CK_HELO_GENERIC 0.248
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.873
-score DKIMWL_WL_HIGH -2.594
+score DEAR_BENEFICIARY 1.881
+score DKIMWL_WL_HIGH -2.977
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 3.530
+score DYNAMIC_IMGUR 2.848
score END_FUTURE_EMAILS 2.497
score FILL_THIS_FORM 0.458
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 1.255
-score FONT_INVIS_NORDNS 1.247
-score FONT_INVIS_POSTEXTRAS 2.305
-score FORGED_SPF_HELO 2.979
+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 1.228
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FORM_FRAUD_5 0.660
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROM_ADDR_WS 2.996
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.456
-score FROM_IN_TO_AND_SUBJ 1.383
+score FROM_GOV_DKIM_AU -0.642
+score FROM_IN_TO_AND_SUBJ 1.498
score FROM_MISSPACED 1.997
score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 1.345
-score FROM_MISSP_REPLYTO 1.647
-score FROM_MISSP_SPF_FAIL 1.579
-score FROM_MISSP_TO_UNDISC 3.673
+score FROM_MISSP_REPLYTO 1.651
+score FROM_MISSP_SPF_FAIL 1.620
+score FROM_MISSP_TO_UNDISC 3.066
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.938
-score FROM_PAYPAL_SPOOF 0.410
-score FROM_SUSPICIOUS_NTLD 0.259
-score FROM_SUSPICIOUS_NTLD_FP 1.455
+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 FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 2.397
score FSL_HELO_FAKE 1.198
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.497
-score FUZZY_BITCOIN 1.243
-score FUZZY_IMPORTANT 0.031
+score FUZZY_BITCOIN 1.190
+score FUZZY_IMPORTANT 0.610
score FUZZY_WALLET 1.797
-score GB_BITCOIN_CP 1.734
-score GB_CUSTOM_HTM_URI 1.498
-score GB_FAKE_RF_SHORT 1.131
-score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 0.359
+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 GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.522
+score GOOG_STO_IMG_HTML 2.525
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.098
+score HDRS_LCASE_IMGONLY 0.099
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 HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.498
+score HK_NAME_FM_MR_MRS 1.499
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_SCAM 1.997
-score HOSTED_IMG_DIRECT_MX 3.497
-score HOSTED_IMG_FREEM 3.007
+score HOSTED_IMG_DIRECT_MX 3.496
+score HOSTED_IMG_FREEM 3.035
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_BADATTR 0.998
+score HTML_BADATTR 0.422
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 1.299
-score HTML_TEXT_INVISIBLE_STYLE 2.416
+score HTML_TEXT_INVISIBLE_FONT 1.436
+score HTML_TEXT_INVISIBLE_STYLE 2.427
score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.258
-score LIST_PARTIAL_SHORT_MSG 1.540
+score LIST_PARTIAL_SHORT_MSG 1.543
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 2.996
-score LONG_INVISIBLE_TEXT 2.692
+score LONG_IMG_URI 2.997
+score LONG_INVISIBLE_TEXT 2.696
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.997
-score MALFORMED_FREEMAIL 2.397
+score MALFORMED_FREEMAIL 2.297
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.997
+score MILLION_USD 1.998
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_CENTER_CASE 1.637
-score MIXED_ES 2.197
+score MIXED_CENTER_CASE 1.650
+score MIXED_ES 2.097
score MIXED_HREF_CASE 1.997
-score MONEY_ATM_CARD 1.309
+score MONEY_ATM_CARD 1.807
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 1.176
-score MONEY_FREEMAIL_REPTO 1.391
+score MONEY_FRAUD_8 2.699
+score MONEY_FREEMAIL_REPTO 1.396
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.498
-score NICE_REPLY_A -1.463
+score NICE_REPLY_A -1.464
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.300
-score OBFU_BITCOIN 1.450
+score NSL_RCVD_HELO_USER 0.004
+score OBFU_BITCOIN 1.633
score OBFU_TEXT_ATTACH 1.597
-score ODD_FREEM_REPTO 2.244
+score ODD_FREEM_REPTO 2.248
score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BTC_ID 0.036
+score PDS_BTC_ID 0.001
score PDS_BTC_MSGID 0.001
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.098
+score PDS_FROM_2_EMAILS 1.689
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 2.293
+score PHP_SCRIPT 2.298
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.762
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RATWARE_NO_RDNS 0.001
+score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.053
-score SCC_CANSPAM_2 2.996
+score SCC_BODY_URI_ONLY 2.061
+score SCC_CANSPAM_2 2.896
score SCC_ISEMM_LID_1B 1.498
-score SCC_NEWBIE_HASBEENS 2.891
-score SCC_SPAMMER_ADDR_2 0.130
-score SENDGRID_REDIR 1.065
+score SCC_NEWBIE_HASBEENS 2.625
+score SCC_SPAMMER_ADDR_2 0.725
+score SENDGRID_REDIR 1.062
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 1.540
-score STATIC_XPRIO_OLE 0.773
+score SPOOFED_FREEM_REPTO 1.534
+score STATIC_XPRIO_OLE 0.765
score SUBJ_ATTENTION 0.498
score THIS_AD 0.698
-score TO_EQ_FM_DIRECT_MX 2.497
-score TO_EQ_FM_DOM_SPF_FAIL 1.134
-score TO_EQ_FM_HTML_ONLY 0.132
-score TO_EQ_FM_SPF_FAIL 0.478
+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 2.929
+score TO_NAME_SUBJ_NO_RDNS 2.951
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 2.273
+score TO_NO_BRKTS_MSFT 2.274
score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.443
+score TO_NO_BRKTS_PCNT 2.491
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.596
score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ZW_MANY 0.491
+score UNICODE_OBFU_ZW_MANY 0.490
score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 1.697
+score URI_GOOGLE_PROXY 1.597
score URI_PHISH 3.995
score URI_TRY_3LD 1.997
score URI_WP_HACKED 3.496
@@ -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 1.912
+score WORD_INVIS 1.896
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.001 # force non-zero
-score XM_DIGITS_ONLY 2.129
+score XFER_LOTSA_MONEY 0.001
+score XM_DIGITS_ONLY 1.044
score XM_RANDOM 2.497
score XM_UC_ONLY 2.497
score XPRIO 0.001
@@ -310,7 +310,6 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_FONT_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914916&r1=1914915&r2=1914916&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Dec 25 02:42:01 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 464215 61.746% (99.209% of non-spam corpus)
-# Correctly spam: 177974 23.673% (62.691% of spam corpus)
-# False positives: 3700 0.492% (0.791% of nonspam, 74028 weighted)
-# False negatives: 105919 14.089% (37.309% of spam, 215761 weighted)
-# Average score for spam: 6.9 nonspam: 0.6
-# Average for false-pos: 6.6 false-neg: 2.0
-# TOTAL: 751808 100.00%
+# 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)
+# Average score for spam: 7.2 nonspam: 0.6
+# Average for false-pos: 6.6 false-neg: 1.9
+# TOTAL: 756543 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57931 99.22%
-# Correctly spam: 21946 61.81%
-# False positives: 458 0.78%
-# False negatives: 13562 38.19%
-# TCR(l=50): 0.973836 SpamRecall: 61.806% SpamPrec: 97.956%
+# 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%
##### 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: 455439 97.33%
-# Correctly spam: 116443 41.02%
-# False positives: 12476 2.67%
-# False negatives: 167450 58.98%
-# TCR(l=50): 0.358791 SpamRecall: 41.017% SpamPrec: 90.323%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 56789 97.26%
-# Correctly spam: 14486 40.80%
-# False positives: 1600 2.74%
-# False negatives: 21022 59.20%
-# TCR(l=50): 0.351488 SpamRecall: 40.796% SpamPrec: 90.053%
+# 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%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914916&r1=1914915&r2=1914916&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Dec 25 02:42:01 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 443116 82.686% (99.363% of non-spam corpus)
-# Correctly spam: 47624 8.887% (52.946% of spam corpus)
-# False positives: 2841 0.530% (0.637% of nonspam, 36962 weighted)
-# False negatives: 42324 7.898% (47.054% of spam, 66173 weighted)
-# Average score for spam: 6.4 nonspam: -1.5
-# Average for false-pos: 6.5 false-neg: 1.6
-# TOTAL: 535905 100.00%
+# 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)
+# Average score for spam: 6.4 nonspam: -1.6
+# Average for false-pos: 6.5 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: 55263 99.38%
-# Correctly spam: 5973 52.53%
-# False positives: 346 0.62%
-# False negatives: 5398 47.47%
-# TCR(l=50): 0.500969 SpamRecall: 52.528% SpamPrec: 94.524%
+# 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%
##### 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: 444141 99.59%
-# Correctly spam: 19539 21.72%
+# Correctly spam: 19550 21.74%
# False positives: 1816 0.41%
-# False negatives: 70409 78.28%
-# TCR(l=50): 0.557959 SpamRecall: 21.723% SpamPrec: 91.496%
+# False negatives: 70395 78.26%
+# TCR(l=50): 0.557989 SpamRecall: 21.736% SpamPrec: 91.501%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 55381 99.59%
-# Correctly spam: 2480 21.81%
+# Correctly spam: 2483 21.84%
# False positives: 228 0.41%
-# False negatives: 8891 78.19%
-# TCR(l=50): 0.560396 SpamRecall: 21.810% SpamPrec: 91.581%
+# False negatives: 8888 78.16%
+# TCR(l=50): 0.560479 SpamRecall: 21.836% SpamPrec: 91.590%