Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915186&r1=1915185&r2=1915186&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jan 11 02:43:30 2024
@@ -4,194 +4,194 @@
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 1.979
+score AC_HTML_NONSENSE_TAGS 1.998
+score AC_POST_EXTRAS 1.841
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 0.656
-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 ADVANCE_FEE_3_NEW_MONEY 0.562
+score ADVANCE_FEE_4_NEW_MONEY 0.947
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.137
+score ADVANCE_FEE_5_NEW_MONEY 1.135
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 2.903
-score BITCOIN_EXTORT_01 2.012
+score BITCOIN_DEADLINE 1.250
+score BITCOIN_EXTORT_01 2.498
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_PAY_ME 1.406
+score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 2.425
-score BITCOIN_SPAM_07 1.059
-score BITCOIN_SPAM_08 0.590
+score BITCOIN_SPAM_05 1.923
+score BITCOIN_SPAM_07 1.158
+score BITCOIN_SPAM_08 0.334
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.880
+score BITCOIN_YOUR_INFO 2.885
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 0.264
-score BODY_URI_ONLY 1.435
+score BODY_SINGLE_WORD 0.028
+score BODY_URI_ONLY 1.320
score CK_HELO_GENERIC 0.248
-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 # force non-zero
-score DYNAMIC_IMGUR 3.896
-score END_FUTURE_EMAILS 2.498
-score FILL_THIS_FORM 0.455
+score CTE_8BIT_MISMATCH 0.001
+score DEAR_BENEFICIARY 1.786
+score DKIMWL_WL_HIGH -2.467
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.001
+score DYNAMIC_IMGUR 0.979
+score END_FUTURE_EMAILS 2.497
+score FILL_THIS_FORM 0.457
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.868
-score FONT_INVIS_MSGID 1.651
-score FONT_INVIS_NORDNS 0.939
-score FONT_INVIS_POSTEXTRAS 1.812
+score FONT_INVIS_LONG_LINE 2.861
+score FONT_INVIS_MSGID 1.641
+score FONT_INVIS_NORDNS 1.408
+score FONT_INVIS_POSTEXTRAS 1.952
score FORGED_SPF_HELO 3.097
score FORM_FRAUD 0.998
-score FORM_FRAUD_5 2.398
+score FORM_FRAUD_5 2.415
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_ADDR_WS 2.275
+score FROM_ADDR_WS 2.276
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.876
-score FROM_IN_TO_AND_SUBJ 1.439
+score FROM_GOV_DKIM_AU -0.792
+score FROM_IN_TO_AND_SUBJ 1.499
score FROM_MISSPACED 1.997
-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_DYNIP 0.437
+score FROM_MISSP_EH_MATCH 0.193
+score FROM_MISSP_FREEMAIL 2.313
+score FROM_MISSP_MSFT 1.353
+score FROM_MISSP_REPLYTO 1.102
+score FROM_MISSP_SPF_FAIL 1.887
+score FROM_MISSP_TO_UNDISC 3.863
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.088
-score FROM_PAYPAL_SPOOF 0.972
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_MISSP_XPRIO 2.098
+score FROM_PAYPAL_SPOOF 0.409
+score FROM_SUSPICIOUS_NTLD 0.498
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 1.915
-score FUZZY_BITCOIN 2.450
-score FUZZY_IMPORTANT 1.347
+score FUZZY_AMAZON 2.352
+score FUZZY_BITCOIN 1.551
+score FUZZY_IMPORTANT 0.204
score FUZZY_WALLET 1.897
-score GB_BITCOIN_CP 1.433
+score GB_BITCOIN_CP 1.439
score GB_CUSTOM_HTM_URI 1.498
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.707
-score GOOG_REDIR_NORDNS 0.793
+score GB_HASHBL_BTC 1.187
+score GOOG_REDIR_NORDNS 0.853
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 2.497
-score HDR_ORDER_FTSDMCXX_DIRECT 0.494
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-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 0.965
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.599
+score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_MR_MRS 0.999
+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 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_BADATTR 0.999
+score HOSTED_IMG_MULTI_PUB_01 2.997
+score HTML_BADATTR 0.998
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 2.732
+score HTML_TEXT_INVISIBLE_FONT 1.997
+score HTML_TEXT_INVISIBLE_STYLE 2.726
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score KHOP_HELO_FCRDNS 0.001
score LIST_PARTIAL_SHORT_MSG 2.497
-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 LONGLN_LOW_CONTRAST 2.470
+score LONG_HEX_URI 2.760
+score LONG_IMG_URI 2.253
+score LONG_INVISIBLE_TEXT 1.814
score LOTS_OF_MONEY 0.010
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.002
+score MILLION_USD 0.057
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 1.443
+score MIXED_CENTER_CASE 1.429
score MIXED_ES 2.097
score MIXED_HREF_CASE 1.997
score MIXED_IMG_CASE 0.001
-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_ATM_CARD 1.961
+score MONEY_FORM 0.585
+score MONEY_FORM_SHORT 2.207
+score MONEY_FRAUD_3 0.715
+score MONEY_FRAUD_5 2.250
+score MONEY_FRAUD_8 1.813
+score MONEY_FREEMAIL_REPTO 1.104
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.100
+score MONEY_NOHTML 1.176
score NA_DOLLARS 1.498
-score NICE_REPLY_A -3.070
-score NO_FM_NAME_IP_HOSTN 0.706
+score NICE_REPLY_A -1.982
+score NO_FM_NAME_IP_HOSTN 0.689
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.356
-score OBFU_BITCOIN 1.329
+score NSL_RCVD_HELO_USER 0.243
+score OBFU_BITCOIN 2.382
score OBFU_TEXT_ATTACH 1.597
-score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BTC_ID 0.001
+score PDS_BTC_ID 0.036
score PDS_BTC_MSGID 0.001
score PDS_FRNOM_TODOM_DBL_URL 0.001
-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_FRNOM_TODOM_NAKED_TO 0.720
+score PDS_FROM_NAME_TO_DOMAIN 0.846
+score PDS_HELO_SPF_FAIL 1.984
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.997
-score PDS_TINYSUBJ_URISHRT 1.499
-score PHP_SCRIPT 2.293
+score PDS_TINYSUBJ_URISHRT 1.498
+score PHP_SCRIPT 2.194
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.900
-score RCVD_DOTEDU_SUSP 1.999
-score RCVD_DOTEDU_SUSP_URI 0.659
+score RATWARE_NO_RDNS 1.586
+score RCVD_DOTEDU_SUSP 1.594
+score RCVD_DOTEDU_SUSP_URI 0.895
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 2.112
+score SCC_BODY_URI_ONLY 2.202
score SCC_CANSPAM_2 3.396
-score SCC_ISEMM_LID_1B 0.899
-score SCC_SPAMMER_ADDR_2 1.559
+score SCC_ISEMM_LID_1B 0.164
+score SCC_SPAMMER_ADDR_2 2.159
score SENDGRID_REDIR 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 1.803
+score SHORTENED_URL_SRC 1.715
score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
score STATIC_XPRIO_OLE 1.268
-score SUBJ_ATTENTION 0.237
+score SUBJ_ATTENTION 0.081
score THIS_AD 0.798
-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 2.999
+score TO_EQ_FM_DIRECT_MX 1.245
+score TO_EQ_FM_DOM_SPF_FAIL 0.067
+score TO_EQ_FM_SPF_FAIL 0.372
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.919
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.777
+score TO_NO_BRKTS_HTML_IMG 1.778
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 TO_NO_BRKTS_NORDNS_HTML 1.671
+score TO_NO_BRKTS_PCNT 1.255
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.497
score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ZW_MANY 0.466
+score UNICODE_OBFU_ZW_MANY 0.471
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 1.797
score URI_PHISH 3.995
-score URI_TRY_3LD 1.998
+score URI_TRY_3LD 1.997
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.308
-score VISTA_TONOM_EQ_TOLOC 2.498
+score VFY_ACCT_NORDNS 2.999
+score VISTA_TONOM_EQ_TOLOC 2.497
score WIKI_IMG 2.097
-score WORD_INVIS 1.897
+score WORD_INVIS 1.898
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.497
@@ -285,7 +285,6 @@ score HAS_X_OUTGOING_SPAM_STAT 1.0
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_LOTTO 1.000
-score HK_NAME_FM_MR_MRS 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_FREEM 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915186&r1=1915185&r2=1915186&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jan 11 02:43:30 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 442214 65.921% (99.292% of non-spam corpus)
+# Correctly spam: 161033 24.005% (71.425% of spam corpus)
+# False positives: 3151 0.470% (0.708% of nonspam, 50713 weighted)
+# False negatives: 64423 9.604% (28.575% of spam, 109578 weighted)
+# Average score for spam: 6.7 nonspam: 0.7
+# Average for false-pos: 6.4 false-neg: 1.7
+# TOTAL: 670821 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 55157 99.34%
+# Correctly spam: 18308 64.83%
+# False positives: 365 0.66%
+# False negatives: 9933 35.17%
+# TCR(l=50): 1.002058 SpamRecall: 64.828% SpamPrec: 98.045%
##### 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: 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%
+# Correctly non-spam: 434413 97.54%
+# Correctly spam: 117382 52.06%
+# False positives: 10952 2.46%
+# False negatives: 108074 47.94%
+# TCR(l=50): 0.343854 SpamRecall: 52.064% SpamPrec: 91.466%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 54179 97.58%
+# Correctly spam: 14737 52.18%
+# False positives: 1343 2.42%
+# False negatives: 13504 47.82%
+# TCR(l=50): 0.350150 SpamRecall: 52.183% SpamPrec: 91.648%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915186&r1=1915185&r2=1915186&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jan 11 02:43:30 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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
+# Correctly non-spam: 421559 79.252% (99.418% of non-spam corpus)
+# Correctly spam: 70910 13.331% (65.721% of spam corpus)
+# False positives: 2468 0.464% (0.582% of nonspam, 41535 weighted)
+# False negatives: 36986 6.953% (34.279% of spam, 65854 weighted)
+# Average score for spam: 8.0 nonspam: -1.5
# Average for false-pos: 6.6 false-neg: 1.8
-# TOTAL: 531928 100.00%
+# TOTAL: 531923 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52546 99.43%
-# Correctly spam: 9076 66.59%
+# Correctly spam: 9083 66.64%
# False positives: 300 0.57%
-# False negatives: 4554 33.41%
-# TCR(l=50): 0.697044 SpamRecall: 66.588% SpamPrec: 96.800%
+# False negatives: 4547 33.36%
+# TCR(l=50): 0.697294 SpamRecall: 66.640% SpamPrec: 96.803%
##### 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: 27956 25.91%
+# Correctly spam: 27948 25.90%
# False positives: 1907 0.45%
-# False negatives: 79945 74.09%
-# TCR(l=50): 0.615540 SpamRecall: 25.909% SpamPrec: 93.614%
+# False negatives: 79948 74.10%
+# TCR(l=50): 0.615500 SpamRecall: 25.903% SpamPrec: 93.612%
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: 3596 26.38%
+# Correctly spam: 3613 26.51%
# False positives: 221 0.42%
-# False negatives: 10034 73.62%
-# TCR(l=50): 0.646462 SpamRecall: 26.383% SpamPrec: 94.210%
+# False negatives: 10017 73.49%
+# TCR(l=50): 0.646983 SpamRecall: 26.508% SpamPrec: 94.236%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915186&r1=1915185&r2=1915186&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jan 11 02:43:30 2024
@@ -4,194 +4,194 @@
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 1.979
+score AC_HTML_NONSENSE_TAGS 1.998
+score AC_POST_EXTRAS 1.841
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 0.656
-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 ADVANCE_FEE_3_NEW_MONEY 0.562
+score ADVANCE_FEE_4_NEW_MONEY 0.947
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.137
+score ADVANCE_FEE_5_NEW_MONEY 1.135
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 2.903
-score BITCOIN_EXTORT_01 2.012
+score BITCOIN_DEADLINE 1.250
+score BITCOIN_EXTORT_01 2.498
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_PAY_ME 1.406
+score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 2.425
-score BITCOIN_SPAM_07 1.059
-score BITCOIN_SPAM_08 0.590
+score BITCOIN_SPAM_05 1.923
+score BITCOIN_SPAM_07 1.158
+score BITCOIN_SPAM_08 0.334
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.880
+score BITCOIN_YOUR_INFO 2.885
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 0.264
-score BODY_URI_ONLY 1.435
+score BODY_SINGLE_WORD 0.028
+score BODY_URI_ONLY 1.320
score CK_HELO_GENERIC 0.248
-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 # force non-zero
-score DYNAMIC_IMGUR 3.896
-score END_FUTURE_EMAILS 2.498
-score FILL_THIS_FORM 0.455
+score CTE_8BIT_MISMATCH 0.001
+score DEAR_BENEFICIARY 1.786
+score DKIMWL_WL_HIGH -2.467
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.001
+score DYNAMIC_IMGUR 0.979
+score END_FUTURE_EMAILS 2.497
+score FILL_THIS_FORM 0.457
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.868
-score FONT_INVIS_MSGID 1.651
-score FONT_INVIS_NORDNS 0.939
-score FONT_INVIS_POSTEXTRAS 1.812
+score FONT_INVIS_LONG_LINE 2.861
+score FONT_INVIS_MSGID 1.641
+score FONT_INVIS_NORDNS 1.408
+score FONT_INVIS_POSTEXTRAS 1.952
score FORGED_SPF_HELO 3.097
score FORM_FRAUD 0.998
-score FORM_FRAUD_5 2.398
+score FORM_FRAUD_5 2.415
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_ADDR_WS 2.275
+score FROM_ADDR_WS 2.276
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.876
-score FROM_IN_TO_AND_SUBJ 1.439
+score FROM_GOV_DKIM_AU -0.792
+score FROM_IN_TO_AND_SUBJ 1.499
score FROM_MISSPACED 1.997
-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_DYNIP 0.437
+score FROM_MISSP_EH_MATCH 0.193
+score FROM_MISSP_FREEMAIL 2.313
+score FROM_MISSP_MSFT 1.353
+score FROM_MISSP_REPLYTO 1.102
+score FROM_MISSP_SPF_FAIL 1.887
+score FROM_MISSP_TO_UNDISC 3.863
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.088
-score FROM_PAYPAL_SPOOF 0.972
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_MISSP_XPRIO 2.098
+score FROM_PAYPAL_SPOOF 0.409
+score FROM_SUSPICIOUS_NTLD 0.498
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 1.915
-score FUZZY_BITCOIN 2.450
-score FUZZY_IMPORTANT 1.347
+score FUZZY_AMAZON 2.352
+score FUZZY_BITCOIN 1.551
+score FUZZY_IMPORTANT 0.204
score FUZZY_WALLET 1.897
-score GB_BITCOIN_CP 1.433
+score GB_BITCOIN_CP 1.439
score GB_CUSTOM_HTM_URI 1.498
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.707
-score GOOG_REDIR_NORDNS 0.793
+score GB_HASHBL_BTC 1.187
+score GOOG_REDIR_NORDNS 0.853
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 2.497
-score HDR_ORDER_FTSDMCXX_DIRECT 0.494
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-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 0.965
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.599
+score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_MR_MRS 0.999
+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 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_BADATTR 0.999
+score HOSTED_IMG_MULTI_PUB_01 2.997
+score HTML_BADATTR 0.998
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 2.732
+score HTML_TEXT_INVISIBLE_FONT 1.997
+score HTML_TEXT_INVISIBLE_STYLE 2.726
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score KHOP_HELO_FCRDNS 0.001
score LIST_PARTIAL_SHORT_MSG 2.497
-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 LONGLN_LOW_CONTRAST 2.470
+score LONG_HEX_URI 2.760
+score LONG_IMG_URI 2.253
+score LONG_INVISIBLE_TEXT 1.814
score LOTS_OF_MONEY 0.010
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.002
+score MILLION_USD 0.057
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 1.443
+score MIXED_CENTER_CASE 1.429
score MIXED_ES 2.097
score MIXED_HREF_CASE 1.997
score MIXED_IMG_CASE 0.001
-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_ATM_CARD 1.961
+score MONEY_FORM 0.585
+score MONEY_FORM_SHORT 2.207
+score MONEY_FRAUD_3 0.715
+score MONEY_FRAUD_5 2.250
+score MONEY_FRAUD_8 1.813
+score MONEY_FREEMAIL_REPTO 1.104
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.100
+score MONEY_NOHTML 1.176
score NA_DOLLARS 1.498
-score NICE_REPLY_A -3.070
-score NO_FM_NAME_IP_HOSTN 0.706
+score NICE_REPLY_A -1.982
+score NO_FM_NAME_IP_HOSTN 0.689
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.356
-score OBFU_BITCOIN 1.329
+score NSL_RCVD_HELO_USER 0.243
+score OBFU_BITCOIN 2.382
score OBFU_TEXT_ATTACH 1.597
-score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BTC_ID 0.001
+score PDS_BTC_ID 0.036
score PDS_BTC_MSGID 0.001
score PDS_FRNOM_TODOM_DBL_URL 0.001
-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_FRNOM_TODOM_NAKED_TO 0.720
+score PDS_FROM_NAME_TO_DOMAIN 0.846
+score PDS_HELO_SPF_FAIL 1.984
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.997
-score PDS_TINYSUBJ_URISHRT 1.499
-score PHP_SCRIPT 2.293
+score PDS_TINYSUBJ_URISHRT 1.498
+score PHP_SCRIPT 2.194
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.900
-score RCVD_DOTEDU_SUSP 1.999
-score RCVD_DOTEDU_SUSP_URI 0.659
+score RATWARE_NO_RDNS 1.586
+score RCVD_DOTEDU_SUSP 1.594
+score RCVD_DOTEDU_SUSP_URI 0.895
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 2.112
+score SCC_BODY_URI_ONLY 2.202
score SCC_CANSPAM_2 3.396
-score SCC_ISEMM_LID_1B 0.899
-score SCC_SPAMMER_ADDR_2 1.559
+score SCC_ISEMM_LID_1B 0.164
+score SCC_SPAMMER_ADDR_2 2.159
score SENDGRID_REDIR 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 1.803
+score SHORTENED_URL_SRC 1.715
score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
score STATIC_XPRIO_OLE 1.268
-score SUBJ_ATTENTION 0.237
+score SUBJ_ATTENTION 0.081
score THIS_AD 0.798
-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 2.999
+score TO_EQ_FM_DIRECT_MX 1.245
+score TO_EQ_FM_DOM_SPF_FAIL 0.067
+score TO_EQ_FM_SPF_FAIL 0.372
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.919
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.777
+score TO_NO_BRKTS_HTML_IMG 1.778
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 TO_NO_BRKTS_NORDNS_HTML 1.671
+score TO_NO_BRKTS_PCNT 1.255
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.497
score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ZW_MANY 0.466
+score UNICODE_OBFU_ZW_MANY 0.471
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 1.797
score URI_PHISH 3.995
-score URI_TRY_3LD 1.998
+score URI_TRY_3LD 1.997
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.308
-score VISTA_TONOM_EQ_TOLOC 2.498
+score VFY_ACCT_NORDNS 2.999
+score VISTA_TONOM_EQ_TOLOC 2.497
score WIKI_IMG 2.097
-score WORD_INVIS 1.897
+score WORD_INVIS 1.898
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.497
@@ -285,7 +285,6 @@ score HAS_X_OUTGOING_SPAM_STAT 1.0
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_LOTTO 1.000
-score HK_NAME_FM_MR_MRS 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_FREEM 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915186&r1=1915185&r2=1915186&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jan 11 02:43:30 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 442214 65.921% (99.292% of non-spam corpus)
+# Correctly spam: 161033 24.005% (71.425% of spam corpus)
+# False positives: 3151 0.470% (0.708% of nonspam, 50713 weighted)
+# False negatives: 64423 9.604% (28.575% of spam, 109578 weighted)
+# Average score for spam: 6.7 nonspam: 0.7
+# Average for false-pos: 6.4 false-neg: 1.7
+# TOTAL: 670821 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 55157 99.34%
+# Correctly spam: 18308 64.83%
+# False positives: 365 0.66%
+# False negatives: 9933 35.17%
+# TCR(l=50): 1.002058 SpamRecall: 64.828% SpamPrec: 98.045%
##### 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: 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%
+# Correctly non-spam: 434413 97.54%
+# Correctly spam: 117382 52.06%
+# False positives: 10952 2.46%
+# False negatives: 108074 47.94%
+# TCR(l=50): 0.343854 SpamRecall: 52.064% SpamPrec: 91.466%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 54179 97.58%
+# Correctly spam: 14737 52.18%
+# False positives: 1343 2.42%
+# False negatives: 13504 47.82%
+# TCR(l=50): 0.350150 SpamRecall: 52.183% SpamPrec: 91.648%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915186&r1=1915185&r2=1915186&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jan 11 02:43:30 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# 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
+# Correctly non-spam: 421559 79.252% (99.418% of non-spam corpus)
+# Correctly spam: 70910 13.331% (65.721% of spam corpus)
+# False positives: 2468 0.464% (0.582% of nonspam, 41535 weighted)
+# False negatives: 36986 6.953% (34.279% of spam, 65854 weighted)
+# Average score for spam: 8.0 nonspam: -1.5
# Average for false-pos: 6.6 false-neg: 1.8
-# TOTAL: 531928 100.00%
+# TOTAL: 531923 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 52546 99.43%
-# Correctly spam: 9076 66.59%
+# Correctly spam: 9083 66.64%
# False positives: 300 0.57%
-# False negatives: 4554 33.41%
-# TCR(l=50): 0.697044 SpamRecall: 66.588% SpamPrec: 96.800%
+# False negatives: 4547 33.36%
+# TCR(l=50): 0.697294 SpamRecall: 66.640% SpamPrec: 96.803%
##### 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: 27956 25.91%
+# Correctly spam: 27948 25.90%
# False positives: 1907 0.45%
-# False negatives: 79945 74.09%
-# TCR(l=50): 0.615540 SpamRecall: 25.909% SpamPrec: 93.614%
+# False negatives: 79948 74.10%
+# TCR(l=50): 0.615500 SpamRecall: 25.903% SpamPrec: 93.612%
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: 3596 26.38%
+# Correctly spam: 3613 26.51%
# False positives: 221 0.42%
-# False negatives: 10034 73.62%
-# TCR(l=50): 0.646462 SpamRecall: 26.383% SpamPrec: 94.210%
+# False negatives: 10017 73.49%
+# TCR(l=50): 0.646983 SpamRecall: 26.508% SpamPrec: 94.236%