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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/09/30 02:37:47 UTC
svn commit: r1912619 [2/2] - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1912619&r1=1912618&r2=1912619&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Sep 30 02:37:47 2023
@@ -1,54 +1,53 @@
-# Using score set 0 logs for revision 1912572 from:
-# ham-ena-week0.r1912572.log ham-ena-week1.r1912572.log ham-ena-week2.r1912572.log ham-ena-week3.r1912572.log ham-ena-week4.r1912572.log ham-giovanni-ham.r1912572.log ham-giovanni-spammy.r1912572.log ham-giovanni-spam.r1912572.log ham-grenier.r1912572.log ham-hege.r1912572.log ham-jbrooks.r1912572.log ham-jhardin.r1912572.log ham-llanga.r1912572.log ham-mmiroslaw-mails-ham.r1912572.log ham-mmiroslaw-mails-spam.r1912572.log ham-spamsponge.r1912572.log ham-tsz-corpus.r1912572.log ham-whyscream.r1912572.log spam-ena-week0.r1912572.log spam-ena-week1.r1912572.log spam-ena-week2.r1912572.log spam-ena-week3.r1912572.log spam-ena-week4.r1912572.log spam-giovanni-ham.r1912572.log spam-giovanni-spammy.r1912572.log spam-giovanni-spam.r1912572.log spam-grenier.r1912572.log spam-hege.r1912572.log spam-jbrooks.r1912572.log spam-jhardin.r1912572.log spam-llanga.r1912572.log spam-mmiroslaw-mails-ham.r1912572.log spam-mmiroslaw-mails-spam.r1912572.log spam-spamsponge.r1912572.log spam-tsz-corpus.r1
912572.log spam-whyscream.r1912572.log
+# Using score set 0 logs for revision 1912601 from:
+# ham-ena-week0.r1912601.log ham-ena-week1.r1912601.log ham-ena-week2.r1912601.log ham-ena-week3.r1912601.log ham-ena-week4.r1912601.log ham-giovanni-ham.r1912601.log ham-giovanni-spammy.r1912601.log ham-giovanni-spam.r1912601.log ham-grenier.r1912601.log ham-hege.r1912601.log ham-jbrooks.r1912601.log ham-jhardin.r1912601.log ham-llanga.r1912601.log ham-mmiroslaw-mails-ham.r1912601.log ham-mmiroslaw-mails-spam.r1912601.log ham-spamsponge.r1912601.log ham-tsz-corpus.r1912601.log ham-whyscream.r1912601.log spam-ena-week0.r1912601.log spam-ena-week1.r1912601.log spam-ena-week2.r1912601.log spam-ena-week3.r1912601.log spam-ena-week4.r1912601.log spam-giovanni-ham.r1912601.log spam-giovanni-spammy.r1912601.log spam-giovanni-spam.r1912601.log spam-grenier.r1912601.log spam-hege.r1912601.log spam-jbrooks.r1912601.log spam-jhardin.r1912601.log spam-llanga.r1912601.log spam-mmiroslaw-mails-ham.r1912601.log spam-mmiroslaw-mails-spam.r1912601.log spam-spamsponge.r1912601.log spam-tsz-corpus.r1
912601.log spam-whyscream.r1912601.log
score ACCT_PHISHING_MANY 2.999
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.900
+score ADMITS_SPAM 2.899
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.602
+score ADVANCE_FEE_3_NEW 2.601
score ADVANCE_FEE_3_NEW_MONEY 2.599
-score ADVANCE_FEE_4_NEW 2.200
-score ADVANCE_FEE_4_NEW_MONEY 2.392
-score ADVANCE_FEE_5_NEW 2.200
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.999
-score ADVANCE_FEE_5_NEW_MONEY 1.533
-score AD_PREFS 0.112
-score AMAZON_IMG_NOT_RCVD_AMZN 2.500
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.772
+score ADVANCE_FEE_4_NEW 2.299
+score ADVANCE_FEE_4_NEW_MONEY 2.386
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.174
+score ADVANCE_FEE_5_NEW_MONEY 1.570
+score AD_PREFS 0.001
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.499
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 1.848
-score BITCOIN_MALF_HTML 3.352
-score BITCOIN_MALWARE 2.929
-score BITCOIN_ONAN 2.802
-score BITCOIN_SPAM_02 2.283
-score BITCOIN_SPAM_07 3.445
-score BITCOIN_TOEQFM 1.288
-score BITCOIN_VISTA 1.009
-score BITCOIN_XPRIO 1.809
-score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.352
+score BITCOIN_DEADLINE 0.244
+score BITCOIN_EXTORT_01 1.827
+score BITCOIN_MALF_HTML 3.499
+score BITCOIN_MALWARE 0.512
+score BITCOIN_ONAN 1.151
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_07 1.832
+score BITCOIN_TOEQFM 2.903
+score BITCOIN_VISTA 3.353
+score BITCOIN_XPRIO 2.159
+score BITCOIN_YOUR_INFO 2.002
+score BODY_SINGLE_URI 0.348
score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
-score CTE_8BIT_MISMATCH 1.000
+score CTE_8BIT_MISMATCH 0.999
score DEAR_BENEFICIARY 2.599
-score DEAR_EMAIL_USER 1.593
+score DEAR_EMAIL_USER 2.197
score DEAR_NOBODY 3.599
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.600
-score FONT_INVIS_DIRECT 0.001
+score FILL_THIS_FORM 0.599
+score FONT_INVIS_DIRECT 0.001 # force non-zero
score FONT_INVIS_MSGID 2.499
-score FORGED_RELAY_MUA_TO_MX 2.899
+score FORGED_RELAY_MUA_TO_MX 2.900
score FORM_FRAUD 1.000
score FORM_FRAUD_3 2.299
-score FORM_FRAUD_5 1.998
+score FORM_FRAUD_5 2.499
score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 2.600
score FROM_ADDR_WS 2.999
@@ -59,149 +58,151 @@ score FROM_MISSP_EH_MATCH 1.9
score FROM_MISSP_FREEMAIL 2.999
score FROM_MISSP_MSFT 3.199
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_USER 2.546
+score FROM_MISSP_USER 0.651
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_LINKBAIT 0.817
-score FROM_NTLD_REPLY_FREEMAIL 0.001
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_LINKBAIT 1.053
+score FROM_NTLD_REPLY_FREEMAIL 0.723
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_CTYPE_WIN1251 0.203
-score FSL_HELO_FAKE 2.699
-score FSL_NEW_HELO_USER 1.891
-score FUZZY_WALLET 1.533
-score GB_BITCOIN_CP 2.904
-score GB_CUSTOM_HTM_URI 0.729
-score GB_FAKE_RF_SHORT 1.575
+score FSL_CTYPE_WIN1251 2.992
+score FSL_NEW_HELO_USER 0.001
+score FUZZY_WALLET 1.799
+score GB_BITCOIN_CP 2.496
+score GB_CUSTOM_HTM_URI 0.750
+score GB_FAKE_RF_SHORT 1.281
score GB_FREEMAIL_DISPTO 0.499
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
-score GOOG_REDIR_NORDNS 2.501
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GOOG_REDIR_NORDNS 2.600
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HAS_X_OUTGOING_SPAM_STAT 0.500
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.108
+score HDR_ORDER_FTSDMCXX_NORDNS 0.219
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.904
-score HOSTED_IMG_DIRECT_MX 3.282
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 0.890
+score HOSTED_IMG_DIRECT_MX 3.499
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.195
-score HREF_EMPTY_PHPMAIL 2.405
+score HREF_EMPTY_NORDNS 0.136
+score HREF_EMPTY_PHPMAIL 2.465
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.637
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 3.199
+score HTML_FONT_TINY_NORDNS 1.887
+score HTML_OFF_PAGE 3.000
+score HTML_SINGLET_MANY 2.500
+score HTML_TAG_BALANCE_CENTER 3.299
score HTML_TEXT_INVISIBLE_FONT 1.187
score HTML_TEXT_INVISIBLE_STYLE 0.001
-score KHOP_FAKE_EBAY 0.999
-score KHOP_HELO_FCRDNS 0.399
+score KHOP_FAKE_EBAY 0.899
+score KHOP_HELO_FCRDNS 0.400
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.700
-score LONG_INVISIBLE_TEXT 2.712
+score LONG_IMG_URI 1.651
+score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 2.562
-score MALWARE_PASSWORD 2.489
+score MALWARE_NORDNS 1.653
+score MALWARE_PASSWORD 1.693
score MALW_ATTACH 2.399
score MAY_BE_FORGED 1.899
-score MILLION_HUNDRED 0.946
-score MILLION_USD 1.762
-score MIMEOLE_DIRECT_TO_MX 1.679
+score MILLION_HUNDRED 2.699
+score MILLION_USD 1.742
+score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_ES 2.499
score MONEY_ATM_CARD 0.001
-score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 0.130
+score MONEY_FORM_SHORT 2.451
+score MONEY_FRAUD_3 1.583
score MONEY_FRAUD_5 2.499
-score MONEY_FRAUD_8 2.699
+score MONEY_FRAUD_8 2.635
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.999
-score MSGID_DOLLARS_URI_IMG 1.903
-score MSMAIL_PRI_ABNORMAL 1.361
-score NA_DOLLARS 1.500
-score NICE_REPLY_A -4.038
-score NORDNS_LOW_CONTRAST 0.248
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 1.136
-score NSL_RCVD_HELO_USER 1.339
+score MONEY_FROM_MISSP 2.000
+score MSGID_DOLLARS_URI_IMG 0.917
+score MSMAIL_PRI_ABNORMAL 0.001
+score MSM_PRIO_REPTO 2.499
+score NA_DOLLARS 1.499
+score NICE_REPLY_A -1.475
+score NORDNS_LOW_CONTRAST 0.001
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.424
+score NSL_RCVD_HELO_USER 1.064
score NUMBERONLY_BITCOIN_EXP 1.999
-score OBFU_TEXT_ATTACH 1.020
+score OBFU_TEXT_ATTACH 0.164
score ODD_FREEM_REPTO 2.999
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.944
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 0.352
+score PDS_FROM_2_EMAILS 0.354
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HP_HELO_NORDNS 0.999
-score PDS_NAKED_TO_NUMERO 2.000
-score PDS_OTHER_BAD_TLD 1.999
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_OTHER_BAD_TLD 2.000
score PDS_PRO_TLD 0.999
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
+score PDS_SHORTFWD_URISHRT_FP 1.499
score PDS_TINYSUBJ_URISHRT 1.499
-score PHP_ORIG_SCRIPT 1.038
-score PHP_SCRIPT 2.500
+score PHP_ORIG_SCRIPT 1.040
+score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RAND_MKTG_HEADER 2.000
-score RATWARE_NO_RDNS 0.429
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 2.580
score REPTO_419_FRAUD 2.999
-score RISK_FREE 1.172
+score RISK_FREE 1.565
score SCC_CANSPAM_2 3.399
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.899
+score SCC_SPAMMER_ADDR_2 1.375
score SENDGRID_REDIR 1.499
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.030
-score SHORTENER_SHORT_IMG 1.401
-score SHORT_SHORTNER 1.999
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.036
+score SHORTENED_URL_SRC 2.199
+score SHORT_SHORTNER 2.000
score SPOOFED_FREEMAIL_NO_RDNS 1.500
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score STY_INVIS_DIRECT 2.500
+score STY_INVIS_DIRECT 2.499
score SUSP_UTF8_WORD_COMBO 2.999
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_SUBJ 1.999
+score SUSP_UTF8_WORD_SUBJ 2.000
score TEQF_USR_POLITE 1.999
score THIS_AD 1.799
-score THIS_IS_ADV_SUSP_NTLD 0.432
+score THIS_IS_ADV_SUSP_NTLD 1.278
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.599
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.099
+score TO_EQ_FM_DOM_HTML_IMG 2.197
+score TO_EQ_FM_DOM_HTML_ONLY 0.001 # force non-zero
+score TO_IN_SUBJ 0.100
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 2.000
+score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_MSFT 2.500
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TVD_IP_HEX 2.499
-score TVD_LONG_WORD5 3.600
+score TVD_LONG_WORD5 3.599
score TVD_PH_SUBJ_META1 1.249
-score TVD_RATWARE_MSGID_01 3.099
+score TVD_RATWARE_MSGID_01 3.100
score TVD_SPACE_ENCODED 2.499
score TVD_SPACE_RATIO_MINFP 2.499
score UNDISC_FREEM 3.499
-score UNDISC_MONEY 2.999
-score UNICODE_OBFU_ASC 2.500
+score UNDISC_MONEY 3.000
+score UNICODE_OBFU_ASC 2.499
score URI_AZURE_CLOUDAPP 2.999
-score URI_GOOGLE_PROXY 2.399
+score URI_DOTEDU 1.999
+score URI_GOOGLE_PROXY 2.299
score URI_GOOG_STO_SPAMMY 2.999
score URI_ONLY_MSGID_MALF 0.001
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.500
-score VFY_ACCT_NORDNS 1.798
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 1.800
score VISTA_COST 2.499
score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.579
+score WORD_INVIS 1.581
score WORD_INVIS_MANY 2.999
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
@@ -299,7 +300,6 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
@@ -311,7 +311,6 @@ score MONERO_EXTORT_01 1.0
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
score MSGID_HDR_MALF 1.000
-score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
@@ -348,6 +347,7 @@ score SCC_ISEMM_LID_1A 1.0
score SCC_SPAMMERMID4 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
+score SHORTENER_SHORT_IMG 1.000
score SHORT_IMG_SUSP_NTLD 1.000
score STOCK_TIP 1.000
score SUBJ_ATTENTION 0.500
@@ -364,7 +364,6 @@ score UNSUB_GOOG_FORM 1.0
score URI_ADOBESPARK 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
-score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
score URI_HEX_IP 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1912619&r1=1912618&r2=1912619&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Sep 30 02:37:47 2023
@@ -1,179 +1,178 @@
# Using score set 1 logs for revision 1912488 from:
# ham-net-ena-week0.r1912488.log ham-net-ena-week1.r1912488.log ham-net-ena-week2.r1912488.log ham-net-ena-week3.r1912488.log ham-net-ena-week4.r1912488.log ham-net-giovanni-ham.r1912488.log ham-net-giovanni-spammy.r1912488.log ham-net-giovanni-spam.r1912488.log ham-net-grenier.r1912488.log ham-net-hege.r1912488.log ham-net-jbrooks.r1912488.log ham-net-jhardin.r1912488.log ham-net-llanga.r1912488.log ham-net-mmiroslaw-mails-ham.r1912488.log ham-net-mmiroslaw-mails-spam.r1912488.log ham-net-spamsponge.r1912488.log ham-net-whyscream.r1912488.log spam-net-ena-week0.r1912488.log spam-net-ena-week1.r1912488.log spam-net-ena-week2.r1912488.log spam-net-ena-week3.r1912488.log spam-net-ena-week4.r1912488.log spam-net-giovanni-ham.r1912488.log spam-net-giovanni-spammy.r1912488.log spam-net-giovanni-spam.r1912488.log spam-net-grenier.r1912488.log spam-net-hege.r1912488.log spam-net-jbrooks.r1912488.log spam-net-jhardin.r1912488.log spam-net-llanga.r1912488.log spam-net-mmiroslaw-mails-ham.r19
12488.log spam-net-mmiroslaw-mails-spam.r1912488.log spam-net-spamsponge.r1912488.log spam-net-whyscream.r1912488.log
-score ACCT_PHISHING_MANY 2.996
+score ACCT_PHISHING_MANY 2.999
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.997
-score ADVANCE_FEE_2_NEW_MONEY 1.998
-score ADVANCE_FEE_3_NEW 3.117
-score ADVANCE_FEE_3_NEW_MONEY 2.397
-score ADVANCE_FEE_4_NEW_MONEY 2.398
-score ADVANCE_FEE_5_NEW_MONEY 1.382
-score AD_PREFS 0.001
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.305
-score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 2.401
-score BITCOIN_EXTORT_01 4.886
-score BITCOIN_MALF_HTML 0.692
-score BITCOIN_MALWARE 1.595
-score BITCOIN_ONAN 2.306
-score BITCOIN_SPAM_02 1.832
-score BITCOIN_SPAM_07 2.978
-score BITCOIN_TOEQFM 2.941
-score BITCOIN_VISTA 2.241
-score BITCOIN_XPRIO 1.510
-score BITCOIN_YOUR_INFO 1.551
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.109
+score ADVANCE_FEE_3_NEW_MONEY 2.399
+score ADVANCE_FEE_4_NEW_MONEY 2.399
+score ADVANCE_FEE_5_NEW_MONEY 1.958
+score AD_PREFS 0.001 # force non-zero
+score AXB_XMAILER_MIMEOLE_OL_024C2 1.780
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 1.699
+score BITCOIN_EXTORT_01 2.478
+score BITCOIN_MALF_HTML 1.455
+score BITCOIN_MALWARE 2.192
+score BITCOIN_ONAN 1.722
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_07 1.370
+score BITCOIN_TOEQFM 2.486
+score BITCOIN_VISTA 2.056
+score BITCOIN_XPRIO 0.001
+score BITCOIN_YOUR_INFO 2.247
score BODY_SINGLE_URI 0.097
-score BODY_URI_ONLY 2.386
+score BODY_URI_ONLY 2.374
score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.397
-score DEAR_EMAIL_USER 1.595
-score DEAR_NOBODY 2.298
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 2.399
+score DEAR_EMAIL_USER 1.608
+score DEAR_NOBODY 2.299
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
-score END_FUTURE_EMAILS 2.498
-score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FILL_THIS_FORM 0.398
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001
+score END_FUTURE_EMAILS 2.500
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FILL_THIS_FORM 0.399
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 0.766
-score FORGED_SPF_HELO 0.798
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 0.860
+score FORGED_SPF_HELO 0.799
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_ADDR_WS 1.546
-score FROM_FMBLA_NEWDOM28 0.311
-score FROM_GOV_DKIM_AU -0.672
-score FROM_IN_TO_AND_SUBJ 2.397
-score FROM_MISSPACED 1.997
-score FROM_MISSP_EH_MATCH 1.997
-score FROM_MISSP_FREEMAIL 2.467
-score FROM_MISSP_MSFT 2.796
-score FROM_MISSP_REPLYTO 2.497
-score FROM_MISSP_USER 1.208
-score FROM_MISSP_XPRIO 2.497
-score FROM_PAYPAL_SPOOF 1.302
+score FROM_ADDR_WS 1.550
+score FROM_FMBLA_NEWDOM28 0.202
+score FROM_GOV_DKIM_AU -0.844
+score FROM_IN_TO_AND_SUBJ 2.399
+score FROM_MISSPACED 1.999
+score FROM_MISSP_EH_MATCH 1.999
+score FROM_MISSP_FREEMAIL 1.938
+score FROM_MISSP_MSFT 2.799
+score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_USER 2.334
+score FROM_MISSP_XPRIO 2.499
+score FROM_PAYPAL_SPOOF 0.260
score FROM_SUSPICIOUS_NTLD 0.001
-score FSL_BULK_SIG 1.329
-score FSL_CTYPE_WIN1251 1.997
-score FSL_HELO_FAKE 1.797
-score FSL_NEW_HELO_USER 0.001
-score FUZZY_WALLET 1.997
-score GB_BITCOIN_CP 1.994
+score FSL_BULK_SIG 1.370
+score FSL_CTYPE_WIN1251 2.330
+score FSL_NEW_HELO_USER 1.948
+score FUZZY_WALLET 1.999
+score GB_BITCOIN_CP 1.630
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.997
+score GB_FAKE_RF_SHORT 0.833
score GB_FREEMAIL_DISPTO 0.499
-score GB_HASHBL_BTC 0.706
-score GOOG_REDIR_NORDNS 2.622
-score GOOG_STO_NOIMG_HTML 2.997
-score HAS_X_OUTGOING_SPAM_STAT 0.094
-score HDR_ORDER_FTSDMCXX_DIRECT 1.997
-score HDR_ORDER_FTSDMCXX_NORDNS 2.506
+score GB_HASHBL_BTC 1.302
+score GOOG_REDIR_NORDNS 2.647
+score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 2.715
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.498
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.242
-score HOSTED_IMG_DIRECT_MX 3.069
+score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.390
+score HOSTED_IMG_DIRECT_MX 3.024
score HREF_EMPTY_NORDNS 0.129
-score HREF_EMPTY_PHPMAIL 2.497
-score HTML_ENTITY_ASCII 2.478
-score HTML_FONT_TINY_NORDNS 1.997
-score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.696
-score HTML_TEXT_INVISIBLE_FONT 1.668
-score HTML_TEXT_INVISIBLE_STYLE 1.471
-score KHOP_HELO_FCRDNS 0.001
-score LONG_HEX_URI 2.996
-score LONG_IMG_URI 0.312
-score LONG_INVISIBLE_TEXT 1.818
+score HREF_EMPTY_PHPMAIL 2.499
+score HTML_ENTITY_ASCII 2.672
+score HTML_FONT_TINY_NORDNS 1.927
+score HTML_SINGLET_MANY 2.499
+score HTML_TAG_BALANCE_CENTER 2.700
+score HTML_TEXT_INVISIBLE_FONT 1.567
+score HTML_TEXT_INVISIBLE_STYLE 1.474
+score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score LONG_HEX_URI 2.999
+score LONG_IMG_URI 0.665
+score LONG_INVISIBLE_TEXT 1.819
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 0.001
-score MALWARE_PASSWORD 0.843
-score MAY_BE_FORGED 2.297
-score MILLION_HUNDRED 1.430
-score MILLION_USD 1.963
-score MIMEOLE_DIRECT_TO_MX 0.257
-score MIXED_ES 2.696
-score MONEY_FORM_SHORT 2.497
-score MONEY_FRAUD_3 0.789
-score MONEY_FRAUD_5 2.397
-score MONEY_FRAUD_8 2.497
+score MALWARE_NORDNS 0.842
+score MALWARE_PASSWORD 0.386
+score MAY_BE_FORGED 2.298
+score MILLION_HUNDRED 0.525
+score MILLION_USD 1.244
+score MIMEOLE_DIRECT_TO_MX 1.096
+score MIXED_ES 2.699
+score MONEY_FORM_SHORT 2.499
+score MONEY_FRAUD_3 0.557
+score MONEY_FRAUD_5 2.399
+score MONEY_FRAUD_8 2.040
score MONEY_FREEMAIL_REPTO 2.233
-score MONEY_FROM_MISSP 0.312
-score NA_DOLLARS 1.498
-score NICE_REPLY_A -3.295
-score NORDNS_LOW_CONTRAST 2.497
-score NO_FM_NAME_IP_HOSTN 0.930
-score NSL_RCVD_FROM_USER 1.286
-score NUMBERONLY_BITCOIN_EXP 1.997
+score MONEY_FROM_MISSP 1.382
+score NA_DOLLARS 1.499
+score NICE_REPLY_A -2.587
+score NORDNS_LOW_CONTRAST 2.441
+score NO_FM_NAME_IP_HOSTN 0.932
+score NSL_RCVD_FROM_USER 2.156
+score NUMBERONLY_BITCOIN_EXP 1.999
score OBFU_TEXT_ATTACH 0.001
-score PDS_BTC_ID 0.401
-score PDS_BTC_MSGID 0.529
-score PDS_EMPTYSUBJ_URISHRT 1.498
+score PDS_BTC_ID 0.043
+score PDS_BTC_MSGID 0.963
+score PDS_EMPTYSUBJ_URISHRT 1.500
score PDS_FRNOM_TODOM_DBL_URL 1.494
-score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 3.097
-score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HELO_SPF_FAIL 1.521
-score PDS_HP_HELO_NORDNS 0.690
-score PDS_NAKED_TO_NUMERO 1.997
-score PDS_OTHER_BAD_TLD 1.997
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS 3.101
+score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_HELO_SPF_FAIL 0.097
+score PDS_HP_HELO_NORDNS 0.999
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_OTHER_BAD_TLD 2.000
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_TINYSUBJ_URISHRT 1.498
-score PHP_ORIG_SCRIPT 2.165
-score PHP_SCRIPT 1.586
-score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.302
-score RCVD_IN_MSPIKE_H2 -0.775
-score SCC_ISEMM_LID_1B 1.498
-score SENDGRID_REDIR 1.498
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.281
-score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 0.613
+score PDS_TINYSUBJ_URISHRT 1.499
+score PHP_ORIG_SCRIPT 2.168
+score PHP_SCRIPT 1.485
+score PP_MIME_FAKE_ASCII_TEXT 0.001
+score RAND_MKTG_HEADER 2.000
+score RATWARE_NO_RDNS 0.976
+score RCVD_IN_MSPIKE_H2 -0.708
+score SCC_ISEMM_LID_1B 1.500
+score SENDGRID_REDIR 1.499
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.213
+score SHORT_SHORTNER 2.000
+score SPOOFED_FREEMAIL 1.633
score SPOOFED_FREEMAIL_NO_RDNS 1.499
-score STATIC_XPRIO_OLE 1.265
-score STY_INVIS_DIRECT 2.497
-score SUSP_UTF8_WORD_COMBO 2.996
-score TEQF_USR_POLITE 1.997
-score THIS_AD 1.724
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.384
-score TO_EQ_FM_DIRECT_MX 2.497
+score STATIC_XPRIO_OLE 1.267
+score STY_INVIS_DIRECT 2.499
+score SUSP_UTF8_WORD_COMBO 2.999
+score TEQF_USR_POLITE 1.999
+score THIS_AD 1.260
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.746
+score TO_EQ_FM_DIRECT_MX 2.499
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-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 2.497
-score TO_NO_BRKTS_NORDNS_HTML 1.998
-score TO_NO_BRKTS_PCNT 2.497
-score TVD_LONG_WORD5 2.010
+score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_NORDNS_HTML 2.000
+score TO_NO_BRKTS_PCNT 2.500
+score TVD_LONG_WORD5 2.487
score TVD_PH_SUBJ_META1 1.249
-score TVD_RATWARE_MSGID_01 1.298
+score TVD_RATWARE_MSGID_01 1.299
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.291
-score UNDISC_FREEM 2.696
-score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ASC 2.497
-score URI_GOOGLE_PROXY 2.297
-score URI_OPTOUT_3LD 1.997
-score URI_PHISH 3.794
-score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.997
-score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.498
-score VFY_ACCT_NORDNS 2.621
-score VISTA_COST 2.497
-score VISTA_TONOM_EQ_TOLOC 2.497
-score WORD_INVIS 2.997
-score WORD_INVIS_MANY 2.911
-score XM_DIGITS_ONLY 1.570
-score XM_RANDOM 2.498
+score TVD_SPACE_RATIO_MINFP 1.251
+score UNDISC_FREEM 2.699
+score UNDISC_MONEY 2.799
+score UNICODE_OBFU_ASC 2.499
+score URI_GOOGLE_PROXY 2.200
+score URI_OPTOUT_3LD 1.999
+score URI_PHISH 3.797
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 2.000
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.570
+score VISTA_COST 2.500
+score VISTA_TONOM_EQ_TOLOC 2.499
+score WORD_INVIS 2.999
+score WORD_INVIS_MANY 2.999
+score XM_DIGITS_ONLY 2.467
+score XM_RANDOM 2.499
score AC_BR_BONANZA 0.001
score AC_FROM_MANY_DOTS 1.000
score AC_POST_EXTRAS 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1912619&r1=1912618&r2=1912619&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Sep 30 02:37:47 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 276642 62.239% (99.606% of non-spam corpus)
-# Correctly spam: 92009 20.700% (55.178% of spam corpus)
-# False positives: 1093 0.246% (0.394% of nonspam, 19533 weighted)
-# False negatives: 74739 16.815% (44.822% of spam, 174512 weighted)
-# Average score for spam: 9.4 nonspam: 0.5
-# Average for false-pos: 6.0 false-neg: 2.3
-# TOTAL: 444483 100.00%
+# Correctly non-spam: 278028 63.539% (99.592% of non-spam corpus)
+# Correctly spam: 85739 19.594% (54.127% of spam corpus)
+# False positives: 1138 0.260% (0.408% of nonspam, 19136 weighted)
+# False negatives: 72663 16.606% (45.873% of spam, 170774 weighted)
+# Average score for spam: 9.2 nonspam: 0.6
+# Average for false-pos: 5.9 false-neg: 2.4
+# TOTAL: 437568 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 34581 99.54%
-# Correctly spam: 11573 55.11%
+# Correctly non-spam: 34764 99.54%
+# Correctly spam: 10853 54.41%
# False positives: 161 0.46%
-# False negatives: 9427 44.89%
-# TCR(l=50): 1.201579 SpamRecall: 55.110% SpamPrec: 98.628%
+# False negatives: 9095 45.59%
+# TCR(l=50): 1.163488 SpamRecall: 54.406% SpamPrec: 98.538%
##### 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: 271574 97.78%
-# Correctly spam: 50022 30.00%
-# False positives: 6161 2.22%
-# False negatives: 116726 70.00%
-# TCR(l=50): 0.392555 SpamRecall: 29.999% SpamPrec: 89.034%
+# Correctly non-spam: 273027 97.80%
+# Correctly spam: 47366 29.90%
+# False positives: 6139 2.20%
+# False negatives: 111036 70.10%
+# TCR(l=50): 0.378965 SpamRecall: 29.902% SpamPrec: 88.526%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 33967 97.77%
-# Correctly spam: 6296 29.98%
-# False positives: 775 2.23%
-# False negatives: 14704 70.02%
-# TCR(l=50): 0.392861 SpamRecall: 29.981% SpamPrec: 89.040%
+# Correctly non-spam: 34124 97.71%
+# Correctly spam: 6082 30.49%
+# False positives: 801 2.29%
+# False negatives: 13866 69.51%
+# TCR(l=50): 0.369983 SpamRecall: 30.489% SpamPrec: 88.363%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1912619&r1=1912618&r2=1912619&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Sep 30 02:37:47 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 244624 84.249% (99.526% of non-spam corpus)
-# Correctly spam: 21111 7.271% (47.368% of spam corpus)
-# False positives: 1166 0.402% (0.474% of nonspam, 11794 weighted)
-# False negatives: 23457 8.079% (52.632% of spam, 42558 weighted)
-# Average score for spam: 12.0 nonspam: -0.6
+# Correctly non-spam: 244547 84.223% (99.496% of non-spam corpus)
+# Correctly spam: 21122 7.275% (47.393% of spam corpus)
+# False positives: 1240 0.427% (0.505% of nonspam, 12531 weighted)
+# False negatives: 23446 8.075% (52.607% of spam, 42491 weighted)
+# Average score for spam: 11.5 nonspam: -0.6
# Average for false-pos: 5.6 false-neg: 1.8
-# TOTAL: 290358 100.00%
+# TOTAL: 290355 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30530 99.50%
-# Correctly spam: 2682 47.85%
-# False positives: 153 0.50%
-# False negatives: 2923 52.15%
-# TCR(l=50): 0.530124 SpamRecall: 47.850% SpamPrec: 94.603%
+# Correctly non-spam: 30546 99.55%
+# Correctly spam: 2694 48.06%
+# False positives: 137 0.45%
+# False negatives: 2911 51.94%
+# TCR(l=50): 0.574224 SpamRecall: 48.064% SpamPrec: 95.161%
##### 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: 244916 99.64%
+# Correctly non-spam: 244888 99.63%
# Correctly spam: 12893 28.93%
-# False positives: 874 0.36%
+# False positives: 899 0.37%
# False negatives: 31675 71.07%
-# TCR(l=50): 0.591284 SpamRecall: 28.929% SpamPrec: 93.651%
+# TCR(l=50): 0.581638 SpamRecall: 28.929% SpamPrec: 93.482%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30568 99.63%
+# Correctly non-spam: 30580 99.66%
# Correctly spam: 1635 29.17%
-# False positives: 115 0.37%
+# False positives: 103 0.34%
# False negatives: 3970 70.83%
-# TCR(l=50): 0.576646 SpamRecall: 29.170% SpamPrec: 93.429%
+# TCR(l=50): 0.614583 SpamRecall: 29.170% SpamPrec: 94.074%