Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914614&r1=1914613&r2=1914614&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Dec 13 02:46:15 2023
@@ -4,86 +4,86 @@
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.500
+score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.747
+score AC_POST_EXTRAS 0.313
score ADMITS_SPAM 2.299
-score ADVANCE_FEE_2_NEW_MONEY 1.049
+score ADVANCE_FEE_2_NEW_MONEY 1.681
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 2.199
-score ADVANCE_FEE_4_NEW_MONEY 0.133
+score ADVANCE_FEE_4_NEW_MONEY 0.439
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.948
-score AD_PREFS 0.100
+score ADVANCE_FEE_5_NEW_MONEY 2.612
+score AD_PREFS 0.444
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 0.235
-score BITCOIN_MALF_HTML 0.001
-score BITCOIN_ONAN 2.639
-score BITCOIN_PAY_ME 2.151
-score BITCOIN_SPAM_02 1.354
+score BITCOIN_EXTORT_01 1.306
+score BITCOIN_MALF_HTML 0.001 # force non-zero
+score BITCOIN_ONAN 1.912
+score BITCOIN_PAY_ME 1.664
+score BITCOIN_SPAM_02 1.107
score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 0.528
-score BITCOIN_TOEQFM 3.499
+score BITCOIN_SPAM_07 0.001
+score BITCOIN_TOEQFM 3.149
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.349
-score BITCOIN_YOUR_INFO 2.999
+score BITCOIN_XPRIO 0.955
+score BITCOIN_YOUR_INFO 3.000
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.270
+score BODY_URI_ONLY 2.269
score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.079
+score DEAR_BENEFICIARY 0.656
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 3.749
+score DYNAMIC_IMGUR 2.623
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.600
+score FILL_THIS_FORM 0.499
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.808
-score FONT_INVIS_NORDNS 0.541
-score FONT_INVIS_POSTEXTRAS 3.100
-score FORGED_SPF_HELO 2.800
-score FORM_FRAUD_5 2.663
+score FONT_INVIS_LONG_LINE 3.000
+score FONT_INVIS_MSGID 1.976
+score FONT_INVIS_NORDNS 0.567
+score FONT_INVIS_POSTEXTRAS 3.499
+score FORGED_SPF_HELO 2.799
+score FORM_FRAUD_5 2.671
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.123
-score FROM_IN_TO_AND_SUBJ 1.189
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.141
+score FROM_IN_TO_AND_SUBJ 1.190
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001 # force non-zero
-score FROM_MISSP_EH_MATCH 1.297
-score FROM_MISSP_FREEMAIL 1.951
-score FROM_MISSP_MSFT 1.349
-score FROM_MISSP_REPLYTO 1.886
-score FROM_MISSP_SPF_FAIL 1.878
-score FROM_MISSP_TO_UNDISC 3.599
-score FROM_MISSP_USER 0.001
+score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_EH_MATCH 1.299
+score FROM_MISSP_FREEMAIL 1.956
+score FROM_MISSP_MSFT 1.648
+score FROM_MISSP_REPLYTO 1.885
+score FROM_MISSP_SPF_FAIL 0.922
+score FROM_MISSP_TO_UNDISC 3.343
+score FROM_MISSP_USER 0.001 # force non-zero
score FROM_MISSP_XPRIO 2.499
-score FROM_PAYPAL_SPOOF 1.271
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_PAYPAL_SPOOF 1.599
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.299
score FROM_WSP_TRAIL 2.399
-score FSL_BULK_SIG 2.055
-score FSL_CTYPE_WIN1251 0.436
+score FSL_BULK_SIG 2.081
+score FSL_CTYPE_WIN1251 0.438
score FSL_HAS_TINYURL 2.299
-score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.499
-score FUZZY_BITCOIN 1.097
+score FUZZY_BITCOIN 1.036
score FUZZY_WALLET 1.899
score GB_BITCOIN_CP 0.001
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.125
+score GB_FAKE_RF_SHORT 1.130
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.388
+score GB_HASHBL_BTC 0.570
score GOOG_REDIR_NORDNS 0.001
score GOOG_STO_IMG_HTML 2.999
score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
@@ -97,53 +97,54 @@ score HK_RANDOM_FROM 1.0
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 3.011
+score HOSTED_IMG_FREEM 3.004
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 0.001
-score HTML_ENTITY_ASCII_TINY 3.000
+score HTML_BADATTR 0.858
+score HTML_ENTITY_ASCII_TINY 2.999
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.845
-score HTML_TEXT_INVISIBLE_STYLE 2.530
+score HTML_TEXT_INVISIBLE_FONT 1.677
+score HTML_TEXT_INVISIBLE_STYLE 2.425
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.260
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.940
-score LONG_INVISIBLE_TEXT 2.699
+score LONG_IMG_URI 2.936
+score LONG_INVISIBLE_TEXT 2.696
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MALFORMED_FREEMAIL 2.699
-score MALWARE_NORDNS 1.212
-score MILLION_HUNDRED 0.001
+score MALWARE_NORDNS 0.892
+score MILLION_HUNDRED 0.439
score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
score MIXED_ES 2.099
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.892
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.901
-score MONEY_FRAUD_8 1.098
-score MONEY_FREEMAIL_REPTO 1.384
+score MONEY_ATM_CARD 0.758
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 1.993
+score MONEY_FRAUD_3 0.001 # force non-zero
+score MONEY_FRAUD_5 1.498
+score MONEY_FRAUD_8 1.522
+score MONEY_FREEMAIL_REPTO 1.321
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.810
+score MONEY_NOHTML 1.209
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.535
+score NICE_REPLY_A -0.702
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 0.842
+score OBFU_BITCOIN 1.103
score OBFU_TEXT_ATTACH 1.599
-score ODD_FREEM_REPTO 2.598
+score ODD_FREEM_REPTO 2.592
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.500
+score PDS_BTC_ID 0.499
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 1.499
+score PDS_FROM_2_EMAILS 2.300
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
@@ -156,39 +157,39 @@ score RAND_MKTG_HEADER 1.9
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_2 1.925
+score SCC_CANSPAM_2 0.696
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 0.620
+score SENDGRID_REDIR 0.590
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 2.399
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.355
-score STATIC_XPRIO_OLE 0.767
+score SPOOFED_FREEM_REPTO 1.939
+score STATIC_XPRIO_OLE 0.764
score STOX_BOUND_090909_B 0.001
score SUBJ_ATTENTION 0.499
-score THIS_AD 0.699
+score THIS_AD 0.700
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 2.499
-score TO_EQ_FM_DOM_SPF_FAIL 0.866
-score TO_EQ_FM_SPF_FAIL 0.510
-score TO_IN_SUBJ 0.100
-score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_EQ_FM_DOM_SPF_FAIL 0.054
+score TO_EQ_FM_SPF_FAIL 1.321
+score TO_IN_SUBJ 0.099
+score TO_NO_BRKTS_FROM_MSSP 2.500
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 2.476
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 2.481
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.289
-score TVD_SPACE_RATIO_MINFP 0.001
+score TO_NO_BRKTS_PCNT 2.215
+score TVD_SPACE_RATIO_MINFP 0.001 # force non-zero
score UNDISC_FREEM 2.599
-score UNDISC_MONEY 2.899
+score UNDISC_MONEY 2.799
score UNICODE_OBFU_ZW_MANY 2.999
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.699
-score URI_IN_URI_5 3.299
+score URI_IN_URI_5 3.199
score URI_PHISH 3.999
-score URI_PHP_REDIR 2.489
+score URI_PHP_REDIR 2.419
score URI_TRY_3LD 1.999
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
@@ -197,11 +198,11 @@ score VISTA_TONOM_EQ_TOLOC 2.4
score WIKI_IMG 1.999
score WORD_INVIS 1.898
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001 # force non-zero
-score XM_DIGITS_ONLY 1.508
+score XFER_LOTSA_MONEY 0.001
+score XM_DIGITS_ONLY 2.407
score XM_RANDOM 2.499
score XM_UC_ONLY 2.499
-score XPRIO 0.001
+score XPRIO 0.138
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -292,7 +293,6 @@ score HAS_X_NO_RELAY 1.0
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
-score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
score HREF_EMPTY_NORDNS 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914614&r1=1914613&r2=1914614&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Dec 13 02:46:15 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 448379 62.526% (99.252% of non-spam corpus)
-# Correctly spam: 166201 23.176% (62.634% of spam corpus)
-# False positives: 3381 0.471% (0.748% of nonspam, 62744 weighted)
-# False negatives: 99152 13.827% (37.366% of spam, 201942 weighted)
-# Average score for spam: 6.6 nonspam: 0.5
-# Average for false-pos: 6.3 false-neg: 2.0
-# TOTAL: 717113 100.00%
+# Correctly non-spam: 454891 62.796% (99.153% of non-spam corpus)
+# Correctly spam: 165147 22.798% (62.175% of spam corpus)
+# False positives: 3884 0.536% (0.847% of nonspam, 73576 weighted)
+# False negatives: 100471 13.870% (37.825% of spam, 203450 weighted)
+# Average score for spam: 6.5 nonspam: 0.7
+# Average for false-pos: 6.5 false-neg: 2.0
+# TOTAL: 724393 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55920 99.26%
-# Correctly spam: 20503 61.76%
-# False positives: 415 0.74%
-# False negatives: 12694 38.24%
-# TCR(l=50): 0.992615 SpamRecall: 61.762% SpamPrec: 98.016%
+# Correctly non-spam: 56747 99.19%
+# Correctly spam: 20323 61.16%
+# False positives: 466 0.81%
+# False negatives: 12907 38.84%
+# TCR(l=50): 0.917778 SpamRecall: 61.159% SpamPrec: 97.758%
##### 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: 440409 97.49%
-# Correctly spam: 110047 41.47%
-# False positives: 11351 2.51%
-# False negatives: 155306 58.53%
-# TCR(l=50): 0.367090 SpamRecall: 41.472% SpamPrec: 90.650%
+# Correctly non-spam: 446456 97.32%
+# Correctly spam: 108948 41.02%
+# False positives: 12318 2.68%
+# False negatives: 156670 58.98%
+# TCR(l=50): 0.343811 SpamRecall: 41.017% SpamPrec: 89.842%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54862 97.39%
-# Correctly spam: 13767 41.47%
-# False positives: 1473 2.61%
-# False negatives: 19430 58.53%
-# TCR(l=50): 0.356650 SpamRecall: 41.471% SpamPrec: 90.335%
+# Correctly non-spam: 55624 97.22%
+# Correctly spam: 13610 40.96%
+# False positives: 1589 2.78%
+# False negatives: 19620 59.04%
+# TCR(l=50): 0.335419 SpamRecall: 40.957% SpamPrec: 89.545%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914614&r1=1914613&r2=1914614&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Dec 13 02:46:15 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 430440 85.274% (99.320% of non-spam corpus)
-# Correctly spam: 26839 5.317% (37.598% of spam corpus)
-# False positives: 2947 0.584% (0.680% of nonspam, 33034 weighted)
-# False negatives: 44546 8.825% (62.402% of spam, 67799 weighted)
+# Correctly non-spam: 430772 85.340% (99.397% of non-spam corpus)
+# Correctly spam: 26817 5.313% (37.568% of spam corpus)
+# False positives: 2615 0.518% (0.603% of nonspam, 30304 weighted)
+# False negatives: 44566 8.829% (62.432% of spam, 67994 weighted)
# Average score for spam: 5.5 nonspam: -0.9
-# Average for false-pos: 6.8 false-neg: 1.5
-# TOTAL: 504772 100.00%
+# Average for false-pos: 7.0 false-neg: 1.5
+# TOTAL: 504770 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 53679 99.39%
-# Correctly spam: 3416 37.96%
-# False positives: 330 0.61%
-# False negatives: 5582 62.04%
-# TCR(l=50): 0.407481 SpamRecall: 37.964% SpamPrec: 91.191%
+# Correctly non-spam: 53676 99.38%
+# Correctly spam: 3410 37.90%
+# False positives: 333 0.62%
+# False negatives: 5588 62.10%
+# TCR(l=50): 0.404623 SpamRecall: 37.897% SpamPrec: 91.103%
##### 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: 431752 99.62%
-# Correctly spam: 13738 19.24%
+# Correctly spam: 13735 19.24%
# False positives: 1635 0.38%
-# False negatives: 57647 80.76%
-# TCR(l=50): 0.512099 SpamRecall: 19.245% SpamPrec: 89.364%
+# False negatives: 57648 80.76%
+# TCR(l=50): 0.512081 SpamRecall: 19.241% SpamPrec: 89.362%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 53807 99.63%
-# Correctly spam: 1739 19.33%
+# Correctly spam: 1748 19.43%
# False positives: 202 0.37%
-# False negatives: 7259 80.67%
-# TCR(l=50): 0.518348 SpamRecall: 19.327% SpamPrec: 89.593%
+# False negatives: 7250 80.57%
+# TCR(l=50): 0.518617 SpamRecall: 19.427% SpamPrec: 89.641%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914614&r1=1914613&r2=1914614&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Dec 13 02:46:15 2023
@@ -4,86 +4,86 @@
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.500
+score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.747
+score AC_POST_EXTRAS 0.313
score ADMITS_SPAM 2.299
-score ADVANCE_FEE_2_NEW_MONEY 1.049
+score ADVANCE_FEE_2_NEW_MONEY 1.681
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 2.199
-score ADVANCE_FEE_4_NEW_MONEY 0.133
+score ADVANCE_FEE_4_NEW_MONEY 0.439
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.948
-score AD_PREFS 0.100
+score ADVANCE_FEE_5_NEW_MONEY 2.612
+score AD_PREFS 0.444
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 0.235
-score BITCOIN_MALF_HTML 0.001
-score BITCOIN_ONAN 2.639
-score BITCOIN_PAY_ME 2.151
-score BITCOIN_SPAM_02 1.354
+score BITCOIN_EXTORT_01 1.306
+score BITCOIN_MALF_HTML 0.001 # force non-zero
+score BITCOIN_ONAN 1.912
+score BITCOIN_PAY_ME 1.664
+score BITCOIN_SPAM_02 1.107
score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 0.528
-score BITCOIN_TOEQFM 3.499
+score BITCOIN_SPAM_07 0.001
+score BITCOIN_TOEQFM 3.149
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.349
-score BITCOIN_YOUR_INFO 2.999
+score BITCOIN_XPRIO 0.955
+score BITCOIN_YOUR_INFO 3.000
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.270
+score BODY_URI_ONLY 2.269
score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.079
+score DEAR_BENEFICIARY 0.656
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 3.749
+score DYNAMIC_IMGUR 2.623
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.600
+score FILL_THIS_FORM 0.499
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.808
-score FONT_INVIS_NORDNS 0.541
-score FONT_INVIS_POSTEXTRAS 3.100
-score FORGED_SPF_HELO 2.800
-score FORM_FRAUD_5 2.663
+score FONT_INVIS_LONG_LINE 3.000
+score FONT_INVIS_MSGID 1.976
+score FONT_INVIS_NORDNS 0.567
+score FONT_INVIS_POSTEXTRAS 3.499
+score FORGED_SPF_HELO 2.799
+score FORM_FRAUD_5 2.671
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.123
-score FROM_IN_TO_AND_SUBJ 1.189
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.141
+score FROM_IN_TO_AND_SUBJ 1.190
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001 # force non-zero
-score FROM_MISSP_EH_MATCH 1.297
-score FROM_MISSP_FREEMAIL 1.951
-score FROM_MISSP_MSFT 1.349
-score FROM_MISSP_REPLYTO 1.886
-score FROM_MISSP_SPF_FAIL 1.878
-score FROM_MISSP_TO_UNDISC 3.599
-score FROM_MISSP_USER 0.001
+score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_EH_MATCH 1.299
+score FROM_MISSP_FREEMAIL 1.956
+score FROM_MISSP_MSFT 1.648
+score FROM_MISSP_REPLYTO 1.885
+score FROM_MISSP_SPF_FAIL 0.922
+score FROM_MISSP_TO_UNDISC 3.343
+score FROM_MISSP_USER 0.001 # force non-zero
score FROM_MISSP_XPRIO 2.499
-score FROM_PAYPAL_SPOOF 1.271
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_PAYPAL_SPOOF 1.599
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.299
score FROM_WSP_TRAIL 2.399
-score FSL_BULK_SIG 2.055
-score FSL_CTYPE_WIN1251 0.436
+score FSL_BULK_SIG 2.081
+score FSL_CTYPE_WIN1251 0.438
score FSL_HAS_TINYURL 2.299
-score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.499
-score FUZZY_BITCOIN 1.097
+score FUZZY_BITCOIN 1.036
score FUZZY_WALLET 1.899
score GB_BITCOIN_CP 0.001
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.125
+score GB_FAKE_RF_SHORT 1.130
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.388
+score GB_HASHBL_BTC 0.570
score GOOG_REDIR_NORDNS 0.001
score GOOG_STO_IMG_HTML 2.999
score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
@@ -97,53 +97,54 @@ score HK_RANDOM_FROM 1.0
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 3.011
+score HOSTED_IMG_FREEM 3.004
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 0.001
-score HTML_ENTITY_ASCII_TINY 3.000
+score HTML_BADATTR 0.858
+score HTML_ENTITY_ASCII_TINY 2.999
score HTML_FONT_TINY_NORDNS 0.001
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.845
-score HTML_TEXT_INVISIBLE_STYLE 2.530
+score HTML_TEXT_INVISIBLE_FONT 1.677
+score HTML_TEXT_INVISIBLE_STYLE 2.425
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.260
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.940
-score LONG_INVISIBLE_TEXT 2.699
+score LONG_IMG_URI 2.936
+score LONG_INVISIBLE_TEXT 2.696
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MALFORMED_FREEMAIL 2.699
-score MALWARE_NORDNS 1.212
-score MILLION_HUNDRED 0.001
+score MALWARE_NORDNS 0.892
+score MILLION_HUNDRED 0.439
score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
score MIXED_ES 2.099
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.892
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.901
-score MONEY_FRAUD_8 1.098
-score MONEY_FREEMAIL_REPTO 1.384
+score MONEY_ATM_CARD 0.758
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 1.993
+score MONEY_FRAUD_3 0.001 # force non-zero
+score MONEY_FRAUD_5 1.498
+score MONEY_FRAUD_8 1.522
+score MONEY_FREEMAIL_REPTO 1.321
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.810
+score MONEY_NOHTML 1.209
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.535
+score NICE_REPLY_A -0.702
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 0.842
+score OBFU_BITCOIN 1.103
score OBFU_TEXT_ATTACH 1.599
-score ODD_FREEM_REPTO 2.598
+score ODD_FREEM_REPTO 2.592
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.500
+score PDS_BTC_ID 0.499
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 1.499
+score PDS_FROM_2_EMAILS 2.300
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
@@ -156,39 +157,39 @@ score RAND_MKTG_HEADER 1.9
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_2 1.925
+score SCC_CANSPAM_2 0.696
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 0.620
+score SENDGRID_REDIR 0.590
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 2.399
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.355
-score STATIC_XPRIO_OLE 0.767
+score SPOOFED_FREEM_REPTO 1.939
+score STATIC_XPRIO_OLE 0.764
score STOX_BOUND_090909_B 0.001
score SUBJ_ATTENTION 0.499
-score THIS_AD 0.699
+score THIS_AD 0.700
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 2.499
-score TO_EQ_FM_DOM_SPF_FAIL 0.866
-score TO_EQ_FM_SPF_FAIL 0.510
-score TO_IN_SUBJ 0.100
-score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_EQ_FM_DOM_SPF_FAIL 0.054
+score TO_EQ_FM_SPF_FAIL 1.321
+score TO_IN_SUBJ 0.099
+score TO_NO_BRKTS_FROM_MSSP 2.500
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 2.476
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 2.481
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.289
-score TVD_SPACE_RATIO_MINFP 0.001
+score TO_NO_BRKTS_PCNT 2.215
+score TVD_SPACE_RATIO_MINFP 0.001 # force non-zero
score UNDISC_FREEM 2.599
-score UNDISC_MONEY 2.899
+score UNDISC_MONEY 2.799
score UNICODE_OBFU_ZW_MANY 2.999
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.699
-score URI_IN_URI_5 3.299
+score URI_IN_URI_5 3.199
score URI_PHISH 3.999
-score URI_PHP_REDIR 2.489
+score URI_PHP_REDIR 2.419
score URI_TRY_3LD 1.999
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
@@ -197,11 +198,11 @@ score VISTA_TONOM_EQ_TOLOC 2.4
score WIKI_IMG 1.999
score WORD_INVIS 1.898
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001 # force non-zero
-score XM_DIGITS_ONLY 1.508
+score XFER_LOTSA_MONEY 0.001
+score XM_DIGITS_ONLY 2.407
score XM_RANDOM 2.499
score XM_UC_ONLY 2.499
-score XPRIO 0.001
+score XPRIO 0.138
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -292,7 +293,6 @@ score HAS_X_NO_RELAY 1.0
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
-score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
score HREF_EMPTY_NORDNS 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914614&r1=1914613&r2=1914614&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Dec 13 02:46:15 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 448379 62.526% (99.252% of non-spam corpus)
-# Correctly spam: 166201 23.176% (62.634% of spam corpus)
-# False positives: 3381 0.471% (0.748% of nonspam, 62744 weighted)
-# False negatives: 99152 13.827% (37.366% of spam, 201942 weighted)
-# Average score for spam: 6.6 nonspam: 0.5
-# Average for false-pos: 6.3 false-neg: 2.0
-# TOTAL: 717113 100.00%
+# Correctly non-spam: 454891 62.796% (99.153% of non-spam corpus)
+# Correctly spam: 165147 22.798% (62.175% of spam corpus)
+# False positives: 3884 0.536% (0.847% of nonspam, 73576 weighted)
+# False negatives: 100471 13.870% (37.825% of spam, 203450 weighted)
+# Average score for spam: 6.5 nonspam: 0.7
+# Average for false-pos: 6.5 false-neg: 2.0
+# TOTAL: 724393 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55920 99.26%
-# Correctly spam: 20503 61.76%
-# False positives: 415 0.74%
-# False negatives: 12694 38.24%
-# TCR(l=50): 0.992615 SpamRecall: 61.762% SpamPrec: 98.016%
+# Correctly non-spam: 56747 99.19%
+# Correctly spam: 20323 61.16%
+# False positives: 466 0.81%
+# False negatives: 12907 38.84%
+# TCR(l=50): 0.917778 SpamRecall: 61.159% SpamPrec: 97.758%
##### 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: 440409 97.49%
-# Correctly spam: 110047 41.47%
-# False positives: 11351 2.51%
-# False negatives: 155306 58.53%
-# TCR(l=50): 0.367090 SpamRecall: 41.472% SpamPrec: 90.650%
+# Correctly non-spam: 446456 97.32%
+# Correctly spam: 108948 41.02%
+# False positives: 12318 2.68%
+# False negatives: 156670 58.98%
+# TCR(l=50): 0.343811 SpamRecall: 41.017% SpamPrec: 89.842%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54862 97.39%
-# Correctly spam: 13767 41.47%
-# False positives: 1473 2.61%
-# False negatives: 19430 58.53%
-# TCR(l=50): 0.356650 SpamRecall: 41.471% SpamPrec: 90.335%
+# Correctly non-spam: 55624 97.22%
+# Correctly spam: 13610 40.96%
+# False positives: 1589 2.78%
+# False negatives: 19620 59.04%
+# TCR(l=50): 0.335419 SpamRecall: 40.957% SpamPrec: 89.545%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914614&r1=1914613&r2=1914614&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Dec 13 02:46:15 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 430440 85.274% (99.320% of non-spam corpus)
-# Correctly spam: 26839 5.317% (37.598% of spam corpus)
-# False positives: 2947 0.584% (0.680% of nonspam, 33034 weighted)
-# False negatives: 44546 8.825% (62.402% of spam, 67799 weighted)
+# Correctly non-spam: 430772 85.340% (99.397% of non-spam corpus)
+# Correctly spam: 26817 5.313% (37.568% of spam corpus)
+# False positives: 2615 0.518% (0.603% of nonspam, 30304 weighted)
+# False negatives: 44566 8.829% (62.432% of spam, 67994 weighted)
# Average score for spam: 5.5 nonspam: -0.9
-# Average for false-pos: 6.8 false-neg: 1.5
-# TOTAL: 504772 100.00%
+# Average for false-pos: 7.0 false-neg: 1.5
+# TOTAL: 504770 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 53679 99.39%
-# Correctly spam: 3416 37.96%
-# False positives: 330 0.61%
-# False negatives: 5582 62.04%
-# TCR(l=50): 0.407481 SpamRecall: 37.964% SpamPrec: 91.191%
+# Correctly non-spam: 53676 99.38%
+# Correctly spam: 3410 37.90%
+# False positives: 333 0.62%
+# False negatives: 5588 62.10%
+# TCR(l=50): 0.404623 SpamRecall: 37.897% SpamPrec: 91.103%
##### 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: 431752 99.62%
-# Correctly spam: 13738 19.24%
+# Correctly spam: 13735 19.24%
# False positives: 1635 0.38%
-# False negatives: 57647 80.76%
-# TCR(l=50): 0.512099 SpamRecall: 19.245% SpamPrec: 89.364%
+# False negatives: 57648 80.76%
+# TCR(l=50): 0.512081 SpamRecall: 19.241% SpamPrec: 89.362%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 53807 99.63%
-# Correctly spam: 1739 19.33%
+# Correctly spam: 1748 19.43%
# False positives: 202 0.37%
-# False negatives: 7259 80.67%
-# TCR(l=50): 0.518348 SpamRecall: 19.327% SpamPrec: 89.593%
+# False negatives: 7250 80.57%
+# TCR(l=50): 0.518617 SpamRecall: 19.427% SpamPrec: 89.641%