Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915175&r1=1915174&r2=1915175&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jan 10 02:44:48 2024
@@ -5,199 +5,197 @@ 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 1.328
+score AC_POST_EXTRAS 1.979
score ADMITS_SPAM 1.797
score ADVANCE_FEE_2_NEW_MONEY 1.997
score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_MONEY 0.342
-score ADVANCE_FEE_4_NEW_MONEY 1.303
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.477
-score ADVANCE_FEE_5_NEW_MONEY 1.117
+score ADVANCE_FEE_3_NEW_MONEY 0.656
+score ADVANCE_FEE_4_NEW_MONEY 1.329
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.353
+score ADVANCE_FEE_5_NEW_MONEY 1.118
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.096
-score BITCOIN_DEADLINE 1.376
-score BITCOIN_EXTORT_01 2.498
+score BITCOIN_DEADLINE 2.903
+score BITCOIN_EXTORT_01 2.012
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_PAY_ME 2.520
+score BITCOIN_PAY_ME 1.406
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 1.905
-score BITCOIN_SPAM_07 0.969
-score BITCOIN_SPAM_08 0.205
+score BITCOIN_SPAM_05 2.425
+score BITCOIN_SPAM_07 1.059
+score BITCOIN_SPAM_08 0.590
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.001 # force non-zero
-score BITCOIN_XPRIO 1.952
-score BITCOIN_YOUR_INFO 2.884
+score BITCOIN_VISTA 0.001
+score BITCOIN_XPRIO 2.497
+score BITCOIN_YOUR_INFO 2.880
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 0.070
-score BODY_URI_ONLY 1.375
+score BODY_SINGLE_WORD 0.264
+score BODY_URI_ONLY 1.435
score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.777
-score DKIMWL_WL_HIGH -2.493
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 1.862
+score DKIMWL_WL_HIGH -1.774
score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 1.431
-score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 0.457
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DYNAMIC_IMGUR 3.896
+score END_FUTURE_EMAILS 2.498
+score FILL_THIS_FORM 0.455
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.884
+score FONT_INVIS_LONG_LINE 2.868
score FONT_INVIS_MSGID 1.651
-score FONT_INVIS_NORDNS 0.536
-score FONT_INVIS_POSTEXTRAS 2.465
-score FORGED_SPF_HELO 3.096
+score FONT_INVIS_NORDNS 0.939
+score FONT_INVIS_POSTEXTRAS 1.812
+score FORGED_SPF_HELO 3.097
score FORM_FRAUD 0.998
-score FORM_FRAUD_5 0.687
+score FORM_FRAUD_5 2.398
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_ADDR_WS 2.274
+score FROM_ADDR_WS 2.275
score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.279
-score FROM_IN_TO_AND_SUBJ 0.372
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.876
+score FROM_IN_TO_AND_SUBJ 1.439
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 0.434
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.498
-score FROM_MISSP_MSFT 1.347
-score FROM_MISSP_REPLYTO 1.098
-score FROM_MISSP_SPF_FAIL 1.531
-score FROM_MISSP_TO_UNDISC 2.767
+score FROM_MISSP_DYNIP 0.442
+score FROM_MISSP_EH_MATCH 0.195
+score FROM_MISSP_FREEMAIL 2.309
+score FROM_MISSP_MSFT 1.348
+score FROM_MISSP_REPLYTO 1.094
+score FROM_MISSP_SPF_FAIL 0.473
+score FROM_MISSP_TO_UNDISC 2.448
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.091
-score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_MISSP_XPRIO 2.088
+score FROM_PAYPAL_SPOOF 0.972
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_BULK_SIG 1.499
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 1.942
-score FUZZY_BITCOIN 1.915
-score FUZZY_IMPORTANT 2.268
+score FUZZY_AMAZON 1.915
+score FUZZY_BITCOIN 2.450
+score FUZZY_IMPORTANT 1.347
score FUZZY_WALLET 1.897
-score GB_BITCOIN_CP 2.982
+score GB_BITCOIN_CP 1.433
score GB_CUSTOM_HTM_URI 1.498
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.220
-score GOOG_REDIR_NORDNS 0.301
+score GB_HASHBL_BTC 1.707
+score GOOG_REDIR_NORDNS 0.793
score GOOG_STO_IMG_HTML 2.996
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 0.541
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_DIRECT 0.494
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_MISC_IP 0.248
-score HELO_NO_DOMAIN 0.433
+score HELO_NO_DOMAIN 0.001
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.979
+score HK_RANDOM_REPLYTO 0.965
score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_BADATTR 0.998
+score HTML_BADATTR 0.999
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.497
score HTML_TEXT_INVISIBLE_FONT 1.995
-score HTML_TEXT_INVISIBLE_STYLE 2.721
+score HTML_TEXT_INVISIBLE_STYLE 2.732
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.001
+score KHOP_HELO_FCRDNS 0.001 # force non-zero
score LIST_PARTIAL_SHORT_MSG 2.497
-score LONGLN_LOW_CONTRAST 2.472
-score LONG_HEX_URI 2.769
-score LONG_IMG_URI 2.270
-score LONG_INVISIBLE_TEXT 1.809
+score LONGLN_LOW_CONTRAST 2.471
+score LONG_HEX_URI 2.766
+score LONG_IMG_URI 2.283
+score LONG_INVISIBLE_TEXT 1.818
score LOTS_OF_MONEY 0.010
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.071
+score MILLION_USD 0.002
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 1.525
+score MIXED_CENTER_CASE 1.443
score MIXED_ES 2.097
score MIXED_HREF_CASE 1.997
score MIXED_IMG_CASE 0.001
-score MONEY_ATM_CARD 1.728
-score MONEY_FORM 0.232
-score MONEY_FORM_SHORT 2.190
-score MONEY_FRAUD_3 2.356
-score MONEY_FRAUD_5 2.451
-score MONEY_FRAUD_8 2.505
-score MONEY_FREEMAIL_REPTO 1.120
+score MONEY_ATM_CARD 2.294
+score MONEY_FORM 0.427
+score MONEY_FORM_SHORT 2.282
+score MONEY_FRAUD_3 1.695
+score MONEY_FRAUD_5 2.229
+score MONEY_FRAUD_8 0.645
+score MONEY_FREEMAIL_REPTO 1.117
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.193
+score MONEY_NOHTML 1.100
score NA_DOLLARS 1.498
-score NICE_REPLY_A -3.045
-score NO_FM_NAME_IP_HOSTN 0.672
+score NICE_REPLY_A -3.070
+score NO_FM_NAME_IP_HOSTN 0.706
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.022
-score OBFU_BITCOIN 2.070
+score NSL_RCVD_HELO_USER 0.356
+score OBFU_BITCOIN 1.329
score OBFU_TEXT_ATTACH 1.597
score PDS_BAD_THREAD_QP_64 0.998
score PDS_BTC_ID 0.001
score PDS_BTC_MSGID 0.001
-score PDS_EMPTYSUBJ_URISHRT 1.498
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.119
+score PDS_FRNOM_TODOM_NAKED_TO 0.627
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HELO_SPF_FAIL 1.983
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.997
-score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_TINYSUBJ_URISHRT 1.499
score PHP_SCRIPT 2.293
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.271
-score RCVD_DOTEDU_SUSP 1.625
-score RCVD_DOTEDU_SUSP_URI 1.302
+score RATWARE_NO_RDNS 1.900
+score RCVD_DOTEDU_SUSP 1.999
+score RCVD_DOTEDU_SUSP_URI 0.659
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.167
-score SCC_CANSPAM_2 3.296
-score SCC_ISEMM_LID_1B 1.346
-score SCC_SPAMMER_ADDR_2 0.833
+score SCC_BODY_URI_ONLY 2.112
+score SCC_CANSPAM_2 3.396
+score SCC_ISEMM_LID_1B 0.899
+score SCC_SPAMMER_ADDR_2 1.559
score SENDGRID_REDIR 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 1.756
+score SHORTENED_URL_SRC 1.803
score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 0.001 # force non-zero
+score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score STATIC_XPRIO_OLE 1.266
-score SUBJ_ATTENTION 0.064
+score STATIC_XPRIO_OLE 1.268
+score SUBJ_ATTENTION 0.237
score THIS_AD 0.798
-score TO_EQ_FM_DIRECT_MX 1.426
-score TO_EQ_FM_DOM_SPF_FAIL 0.195
-score TO_EQ_FM_SPF_FAIL 0.125
+score TO_EQ_FM_DIRECT_MX 1.825
+score TO_EQ_FM_DOM_SPF_FAIL 0.028
+score TO_EQ_FM_SPF_FAIL 0.292
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.897
-score TO_NO_BRKTS_FROM_MSSP 2.498
+score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.777
-score TO_NO_BRKTS_HTML_ONLY 1.998
-score TO_NO_BRKTS_MSFT 2.224
-score TO_NO_BRKTS_NORDNS_HTML 1.504
-score TO_NO_BRKTS_PCNT 2.072
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_MSFT 2.225
+score TO_NO_BRKTS_NORDNS_HTML 1.894
+score TO_NO_BRKTS_PCNT 2.298
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.497
score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ZW_MANY 0.471
+score UNICODE_OBFU_ZW_MANY 0.466
score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 1.697
+score URI_GOOGLE_PROXY 1.797
score URI_PHISH 3.995
-score URI_TRY_3LD 1.997
+score URI_TRY_3LD 1.998
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.999
-score VISTA_TONOM_EQ_TOLOC 2.497
+score VFY_ACCT_NORDNS 2.308
+score VISTA_TONOM_EQ_TOLOC 2.498
score WIKI_IMG 2.097
score WORD_INVIS 1.897
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.497
-score XPRIO 0.001 # force non-zero
+score XPRIO 0.001
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915175&r1=1915174&r2=1915175&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jan 10 02:44:48 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 442645 65.613% (99.273% of non-spam corpus)
-# Correctly spam: 162881 24.144% (71.205% of spam corpus)
-# False positives: 3242 0.481% (0.727% of nonspam, 52529 weighted)
-# False negatives: 65867 9.763% (28.795% of spam, 108711 weighted)
-# Average score for spam: 6.5 nonspam: 0.7
-# Average for false-pos: 6.3 false-neg: 1.7
-# TOTAL: 674635 100.00%
+# Correctly non-spam: 441927 65.616% (99.134% of non-spam corpus)
+# Correctly spam: 162987 24.200% (71.575% of spam corpus)
+# False positives: 3860 0.573% (0.866% of nonspam, 60410 weighted)
+# False negatives: 64727 9.611% (28.425% of spam, 106897 weighted)
+# Average score for spam: 6.6 nonspam: 0.7
+# Average for false-pos: 6.1 false-neg: 1.7
+# TOTAL: 673501 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55197 99.28%
-# Correctly spam: 18641 65.04%
-# False positives: 400 0.72%
-# False negatives: 10022 34.96%
-# TCR(l=50): 0.954733 SpamRecall: 65.035% SpamPrec: 97.899%
+# Correctly non-spam: 55189 99.29%
+# Correctly spam: 18604 65.24%
+# False positives: 393 0.71%
+# False negatives: 9914 34.76%
+# TCR(l=50): 0.964619 SpamRecall: 65.236% SpamPrec: 97.931%
##### 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: 434360 97.41%
-# Correctly spam: 115473 50.48%
-# False positives: 11527 2.59%
-# False negatives: 113275 49.52%
-# TCR(l=50): 0.331699 SpamRecall: 50.480% SpamPrec: 90.924%
+# Correctly non-spam: 434329 97.43%
+# Correctly spam: 116861 51.32%
+# False positives: 11458 2.57%
+# False negatives: 110853 48.68%
+# TCR(l=50): 0.333035 SpamRecall: 51.319% SpamPrec: 91.071%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54204 97.49%
-# Correctly spam: 14335 50.01%
-# False positives: 1393 2.51%
-# False negatives: 14328 49.99%
-# TCR(l=50): 0.341316 SpamRecall: 50.012% SpamPrec: 91.143%
+# Correctly non-spam: 54170 97.46%
+# Correctly spam: 14573 51.10%
+# False positives: 1412 2.54%
+# False negatives: 13945 48.90%
+# TCR(l=50): 0.337311 SpamRecall: 51.101% SpamPrec: 91.167%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915175&r1=1915174&r2=1915175&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jan 10 02:44:48 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 421555 79.250% (99.417% of non-spam corpus)
-# Correctly spam: 70961 13.340% (65.764% of spam corpus)
-# False positives: 2472 0.465% (0.583% of nonspam, 41555 weighted)
-# False negatives: 36941 6.945% (34.236% of spam, 65528 weighted)
-# Average score for spam: 8.0 nonspam: -1.5
+# Correctly non-spam: 421551 79.250% (99.416% of non-spam corpus)
+# Correctly spam: 70846 13.319% (65.658% of spam corpus)
+# False positives: 2476 0.465% (0.584% of nonspam, 41616 weighted)
+# False negatives: 37055 6.966% (34.342% of spam, 66180 weighted)
+# Average score for spam: 7.9 nonspam: -1.4
# Average for false-pos: 6.6 false-neg: 1.8
-# TOTAL: 531929 100.00%
+# TOTAL: 531928 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 52545 99.43%
-# Correctly spam: 9082 66.63%
-# False positives: 301 0.57%
-# False negatives: 4549 33.37%
-# TCR(l=50): 0.695495 SpamRecall: 66.628% SpamPrec: 96.792%
+# Correctly non-spam: 52546 99.43%
+# Correctly spam: 9076 66.59%
+# False positives: 300 0.57%
+# False negatives: 4554 33.41%
+# TCR(l=50): 0.697044 SpamRecall: 66.588% SpamPrec: 96.800%
##### 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: 422120 99.55%
-# Correctly spam: 27982 25.93%
+# Correctly spam: 27956 25.91%
# False positives: 1907 0.45%
-# False negatives: 79920 74.07%
-# TCR(l=50): 0.615633 SpamRecall: 25.933% SpamPrec: 93.620%
+# False negatives: 79945 74.09%
+# TCR(l=50): 0.615540 SpamRecall: 25.909% SpamPrec: 93.614%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52625 99.58%
-# Correctly spam: 3608 26.47%
+# Correctly spam: 3596 26.38%
# False positives: 221 0.42%
-# False negatives: 10023 73.53%
-# TCR(l=50): 0.646847 SpamRecall: 26.469% SpamPrec: 94.228%
+# False negatives: 10034 73.62%
+# TCR(l=50): 0.646462 SpamRecall: 26.383% SpamPrec: 94.210%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915175&r1=1915174&r2=1915175&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jan 10 02:44:48 2024
@@ -5,199 +5,197 @@ 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 1.328
+score AC_POST_EXTRAS 1.979
score ADMITS_SPAM 1.797
score ADVANCE_FEE_2_NEW_MONEY 1.997
score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_MONEY 0.342
-score ADVANCE_FEE_4_NEW_MONEY 1.303
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.477
-score ADVANCE_FEE_5_NEW_MONEY 1.117
+score ADVANCE_FEE_3_NEW_MONEY 0.656
+score ADVANCE_FEE_4_NEW_MONEY 1.329
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.353
+score ADVANCE_FEE_5_NEW_MONEY 1.118
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.096
-score BITCOIN_DEADLINE 1.376
-score BITCOIN_EXTORT_01 2.498
+score BITCOIN_DEADLINE 2.903
+score BITCOIN_EXTORT_01 2.012
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_PAY_ME 2.520
+score BITCOIN_PAY_ME 1.406
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 1.905
-score BITCOIN_SPAM_07 0.969
-score BITCOIN_SPAM_08 0.205
+score BITCOIN_SPAM_05 2.425
+score BITCOIN_SPAM_07 1.059
+score BITCOIN_SPAM_08 0.590
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.001 # force non-zero
-score BITCOIN_XPRIO 1.952
-score BITCOIN_YOUR_INFO 2.884
+score BITCOIN_VISTA 0.001
+score BITCOIN_XPRIO 2.497
+score BITCOIN_YOUR_INFO 2.880
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 0.070
-score BODY_URI_ONLY 1.375
+score BODY_SINGLE_WORD 0.264
+score BODY_URI_ONLY 1.435
score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.777
-score DKIMWL_WL_HIGH -2.493
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 1.862
+score DKIMWL_WL_HIGH -1.774
score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 1.431
-score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 0.457
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DYNAMIC_IMGUR 3.896
+score END_FUTURE_EMAILS 2.498
+score FILL_THIS_FORM 0.455
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.884
+score FONT_INVIS_LONG_LINE 2.868
score FONT_INVIS_MSGID 1.651
-score FONT_INVIS_NORDNS 0.536
-score FONT_INVIS_POSTEXTRAS 2.465
-score FORGED_SPF_HELO 3.096
+score FONT_INVIS_NORDNS 0.939
+score FONT_INVIS_POSTEXTRAS 1.812
+score FORGED_SPF_HELO 3.097
score FORM_FRAUD 0.998
-score FORM_FRAUD_5 0.687
+score FORM_FRAUD_5 2.398
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_ADDR_WS 2.274
+score FROM_ADDR_WS 2.275
score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.279
-score FROM_IN_TO_AND_SUBJ 0.372
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.876
+score FROM_IN_TO_AND_SUBJ 1.439
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 0.434
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.498
-score FROM_MISSP_MSFT 1.347
-score FROM_MISSP_REPLYTO 1.098
-score FROM_MISSP_SPF_FAIL 1.531
-score FROM_MISSP_TO_UNDISC 2.767
+score FROM_MISSP_DYNIP 0.442
+score FROM_MISSP_EH_MATCH 0.195
+score FROM_MISSP_FREEMAIL 2.309
+score FROM_MISSP_MSFT 1.348
+score FROM_MISSP_REPLYTO 1.094
+score FROM_MISSP_SPF_FAIL 0.473
+score FROM_MISSP_TO_UNDISC 2.448
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.091
-score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_MISSP_XPRIO 2.088
+score FROM_PAYPAL_SPOOF 0.972
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_BULK_SIG 1.499
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 1.942
-score FUZZY_BITCOIN 1.915
-score FUZZY_IMPORTANT 2.268
+score FUZZY_AMAZON 1.915
+score FUZZY_BITCOIN 2.450
+score FUZZY_IMPORTANT 1.347
score FUZZY_WALLET 1.897
-score GB_BITCOIN_CP 2.982
+score GB_BITCOIN_CP 1.433
score GB_CUSTOM_HTM_URI 1.498
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.220
-score GOOG_REDIR_NORDNS 0.301
+score GB_HASHBL_BTC 1.707
+score GOOG_REDIR_NORDNS 0.793
score GOOG_STO_IMG_HTML 2.996
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 0.541
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_DIRECT 0.494
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_MISC_IP 0.248
-score HELO_NO_DOMAIN 0.433
+score HELO_NO_DOMAIN 0.001
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.979
+score HK_RANDOM_REPLYTO 0.965
score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_BADATTR 0.998
+score HTML_BADATTR 0.999
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.497
score HTML_TEXT_INVISIBLE_FONT 1.995
-score HTML_TEXT_INVISIBLE_STYLE 2.721
+score HTML_TEXT_INVISIBLE_STYLE 2.732
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.001
+score KHOP_HELO_FCRDNS 0.001 # force non-zero
score LIST_PARTIAL_SHORT_MSG 2.497
-score LONGLN_LOW_CONTRAST 2.472
-score LONG_HEX_URI 2.769
-score LONG_IMG_URI 2.270
-score LONG_INVISIBLE_TEXT 1.809
+score LONGLN_LOW_CONTRAST 2.471
+score LONG_HEX_URI 2.766
+score LONG_IMG_URI 2.283
+score LONG_INVISIBLE_TEXT 1.818
score LOTS_OF_MONEY 0.010
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.071
+score MILLION_USD 0.002
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 1.525
+score MIXED_CENTER_CASE 1.443
score MIXED_ES 2.097
score MIXED_HREF_CASE 1.997
score MIXED_IMG_CASE 0.001
-score MONEY_ATM_CARD 1.728
-score MONEY_FORM 0.232
-score MONEY_FORM_SHORT 2.190
-score MONEY_FRAUD_3 2.356
-score MONEY_FRAUD_5 2.451
-score MONEY_FRAUD_8 2.505
-score MONEY_FREEMAIL_REPTO 1.120
+score MONEY_ATM_CARD 2.294
+score MONEY_FORM 0.427
+score MONEY_FORM_SHORT 2.282
+score MONEY_FRAUD_3 1.695
+score MONEY_FRAUD_5 2.229
+score MONEY_FRAUD_8 0.645
+score MONEY_FREEMAIL_REPTO 1.117
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.193
+score MONEY_NOHTML 1.100
score NA_DOLLARS 1.498
-score NICE_REPLY_A -3.045
-score NO_FM_NAME_IP_HOSTN 0.672
+score NICE_REPLY_A -3.070
+score NO_FM_NAME_IP_HOSTN 0.706
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.022
-score OBFU_BITCOIN 2.070
+score NSL_RCVD_HELO_USER 0.356
+score OBFU_BITCOIN 1.329
score OBFU_TEXT_ATTACH 1.597
score PDS_BAD_THREAD_QP_64 0.998
score PDS_BTC_ID 0.001
score PDS_BTC_MSGID 0.001
-score PDS_EMPTYSUBJ_URISHRT 1.498
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.119
+score PDS_FRNOM_TODOM_NAKED_TO 0.627
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HELO_SPF_FAIL 1.983
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.997
-score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_TINYSUBJ_URISHRT 1.499
score PHP_SCRIPT 2.293
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.271
-score RCVD_DOTEDU_SUSP 1.625
-score RCVD_DOTEDU_SUSP_URI 1.302
+score RATWARE_NO_RDNS 1.900
+score RCVD_DOTEDU_SUSP 1.999
+score RCVD_DOTEDU_SUSP_URI 0.659
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.167
-score SCC_CANSPAM_2 3.296
-score SCC_ISEMM_LID_1B 1.346
-score SCC_SPAMMER_ADDR_2 0.833
+score SCC_BODY_URI_ONLY 2.112
+score SCC_CANSPAM_2 3.396
+score SCC_ISEMM_LID_1B 0.899
+score SCC_SPAMMER_ADDR_2 1.559
score SENDGRID_REDIR 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 1.756
+score SHORTENED_URL_SRC 1.803
score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 0.001 # force non-zero
+score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score STATIC_XPRIO_OLE 1.266
-score SUBJ_ATTENTION 0.064
+score STATIC_XPRIO_OLE 1.268
+score SUBJ_ATTENTION 0.237
score THIS_AD 0.798
-score TO_EQ_FM_DIRECT_MX 1.426
-score TO_EQ_FM_DOM_SPF_FAIL 0.195
-score TO_EQ_FM_SPF_FAIL 0.125
+score TO_EQ_FM_DIRECT_MX 1.825
+score TO_EQ_FM_DOM_SPF_FAIL 0.028
+score TO_EQ_FM_SPF_FAIL 0.292
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.897
-score TO_NO_BRKTS_FROM_MSSP 2.498
+score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.777
-score TO_NO_BRKTS_HTML_ONLY 1.998
-score TO_NO_BRKTS_MSFT 2.224
-score TO_NO_BRKTS_NORDNS_HTML 1.504
-score TO_NO_BRKTS_PCNT 2.072
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_MSFT 2.225
+score TO_NO_BRKTS_NORDNS_HTML 1.894
+score TO_NO_BRKTS_PCNT 2.298
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.497
score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ZW_MANY 0.471
+score UNICODE_OBFU_ZW_MANY 0.466
score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 1.697
+score URI_GOOGLE_PROXY 1.797
score URI_PHISH 3.995
-score URI_TRY_3LD 1.997
+score URI_TRY_3LD 1.998
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.999
-score VISTA_TONOM_EQ_TOLOC 2.497
+score VFY_ACCT_NORDNS 2.308
+score VISTA_TONOM_EQ_TOLOC 2.498
score WIKI_IMG 2.097
score WORD_INVIS 1.897
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.497
-score XPRIO 0.001 # force non-zero
+score XPRIO 0.001
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915175&r1=1915174&r2=1915175&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jan 10 02:44:48 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 442645 65.613% (99.273% of non-spam corpus)
-# Correctly spam: 162881 24.144% (71.205% of spam corpus)
-# False positives: 3242 0.481% (0.727% of nonspam, 52529 weighted)
-# False negatives: 65867 9.763% (28.795% of spam, 108711 weighted)
-# Average score for spam: 6.5 nonspam: 0.7
-# Average for false-pos: 6.3 false-neg: 1.7
-# TOTAL: 674635 100.00%
+# Correctly non-spam: 441927 65.616% (99.134% of non-spam corpus)
+# Correctly spam: 162987 24.200% (71.575% of spam corpus)
+# False positives: 3860 0.573% (0.866% of nonspam, 60410 weighted)
+# False negatives: 64727 9.611% (28.425% of spam, 106897 weighted)
+# Average score for spam: 6.6 nonspam: 0.7
+# Average for false-pos: 6.1 false-neg: 1.7
+# TOTAL: 673501 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55197 99.28%
-# Correctly spam: 18641 65.04%
-# False positives: 400 0.72%
-# False negatives: 10022 34.96%
-# TCR(l=50): 0.954733 SpamRecall: 65.035% SpamPrec: 97.899%
+# Correctly non-spam: 55189 99.29%
+# Correctly spam: 18604 65.24%
+# False positives: 393 0.71%
+# False negatives: 9914 34.76%
+# TCR(l=50): 0.964619 SpamRecall: 65.236% SpamPrec: 97.931%
##### 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: 434360 97.41%
-# Correctly spam: 115473 50.48%
-# False positives: 11527 2.59%
-# False negatives: 113275 49.52%
-# TCR(l=50): 0.331699 SpamRecall: 50.480% SpamPrec: 90.924%
+# Correctly non-spam: 434329 97.43%
+# Correctly spam: 116861 51.32%
+# False positives: 11458 2.57%
+# False negatives: 110853 48.68%
+# TCR(l=50): 0.333035 SpamRecall: 51.319% SpamPrec: 91.071%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54204 97.49%
-# Correctly spam: 14335 50.01%
-# False positives: 1393 2.51%
-# False negatives: 14328 49.99%
-# TCR(l=50): 0.341316 SpamRecall: 50.012% SpamPrec: 91.143%
+# Correctly non-spam: 54170 97.46%
+# Correctly spam: 14573 51.10%
+# False positives: 1412 2.54%
+# False negatives: 13945 48.90%
+# TCR(l=50): 0.337311 SpamRecall: 51.101% SpamPrec: 91.167%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915175&r1=1915174&r2=1915175&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jan 10 02:44:48 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 421555 79.250% (99.417% of non-spam corpus)
-# Correctly spam: 70961 13.340% (65.764% of spam corpus)
-# False positives: 2472 0.465% (0.583% of nonspam, 41555 weighted)
-# False negatives: 36941 6.945% (34.236% of spam, 65528 weighted)
-# Average score for spam: 8.0 nonspam: -1.5
+# Correctly non-spam: 421551 79.250% (99.416% of non-spam corpus)
+# Correctly spam: 70846 13.319% (65.658% of spam corpus)
+# False positives: 2476 0.465% (0.584% of nonspam, 41616 weighted)
+# False negatives: 37055 6.966% (34.342% of spam, 66180 weighted)
+# Average score for spam: 7.9 nonspam: -1.4
# Average for false-pos: 6.6 false-neg: 1.8
-# TOTAL: 531929 100.00%
+# TOTAL: 531928 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 52545 99.43%
-# Correctly spam: 9082 66.63%
-# False positives: 301 0.57%
-# False negatives: 4549 33.37%
-# TCR(l=50): 0.695495 SpamRecall: 66.628% SpamPrec: 96.792%
+# Correctly non-spam: 52546 99.43%
+# Correctly spam: 9076 66.59%
+# False positives: 300 0.57%
+# False negatives: 4554 33.41%
+# TCR(l=50): 0.697044 SpamRecall: 66.588% SpamPrec: 96.800%
##### 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: 422120 99.55%
-# Correctly spam: 27982 25.93%
+# Correctly spam: 27956 25.91%
# False positives: 1907 0.45%
-# False negatives: 79920 74.07%
-# TCR(l=50): 0.615633 SpamRecall: 25.933% SpamPrec: 93.620%
+# False negatives: 79945 74.09%
+# TCR(l=50): 0.615540 SpamRecall: 25.909% SpamPrec: 93.614%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52625 99.58%
-# Correctly spam: 3608 26.47%
+# Correctly spam: 3596 26.38%
# False positives: 221 0.42%
-# False negatives: 10023 73.53%
-# TCR(l=50): 0.646847 SpamRecall: 26.469% SpamPrec: 94.228%
+# False negatives: 10034 73.62%
+# TCR(l=50): 0.646462 SpamRecall: 26.383% SpamPrec: 94.210%