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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/12/18 02:43:58 UTC
svn commit: r1914743 [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=1914743&r1=1914742&r2=1914743&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon Dec 18 02:43:58 2023
@@ -1,216 +1,218 @@
-# Using score set 0 logs for revision 1914678 from:
-# ham-ena-week0.r1914678.log ham-ena-week1.r1914678.log ham-ena-week2.r1914678.log ham-ena-week3.r1914678.log ham-ena-week4.r1914678.log ham-giovanni-ham.r1914678.log ham-giovanni-spammy.r1914678.log ham-giovanni-spam.r1914678.log ham-grenier.r1914678.log ham-hege.r1914678.log ham-jhardin.r1914678.log ham-llanga.r1914678.log ham-mmiroslaw-mails-ham.r1914678.log ham-mmiroslaw-mails-spam.r1914678.log ham-spamsponge.r1914678.log ham-tsz-corpus.r1914678.log ham-whyscream.r1914678.log spam-ena-week0.r1914678.log spam-ena-week1.r1914678.log spam-ena-week2.r1914678.log spam-ena-week3.r1914678.log spam-ena-week4.r1914678.log spam-giovanni-ham.r1914678.log spam-giovanni-spammy.r1914678.log spam-giovanni-spam.r1914678.log spam-grenier.r1914678.log spam-hege.r1914678.log spam-jhardin.r1914678.log spam-llanga.r1914678.log spam-mmiroslaw-mails-ham.r1914678.log spam-mmiroslaw-mails-spam.r1914678.log spam-spamsponge.r1914678.log spam-tsz-corpus.r1914678.log spam-whyscream.r1914678.log
+# Using score set 0 logs for revision 1914734 from:
+# ham-ena-week0.r1914734.log ham-ena-week1.r1914734.log ham-ena-week2.r1914734.log ham-ena-week3.r1914734.log ham-ena-week4.r1914734.log ham-giovanni-ham.r1914734.log ham-giovanni-spammy.r1914734.log ham-giovanni-spam.r1914734.log ham-hege.r1914734.log ham-jhardin.r1914734.log ham-llanga.r1914734.log ham-mmiroslaw-mails-ham.r1914734.log ham-mmiroslaw-mails-spam.r1914734.log ham-spamsponge.r1914734.log ham-tsz-corpus.r1914734.log ham-whyscream.r1914734.log spam-ena-week0.r1914734.log spam-ena-week1.r1914734.log spam-ena-week2.r1914734.log spam-ena-week3.r1914734.log spam-ena-week4.r1914734.log spam-giovanni-ham.r1914734.log spam-giovanni-spammy.r1914734.log spam-giovanni-spam.r1914734.log spam-hege.r1914734.log spam-jhardin.r1914734.log spam-llanga.r1914734.log spam-mmiroslaw-mails-ham.r1914734.log spam-mmiroslaw-mails-spam.r1914734.log spam-spamsponge.r1914734.log spam-tsz-corpus.r1914734.log spam-whyscream.r1914734.log
-score ACCT_PHISHING_MANY 3.000
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 2.599
-score ADVANCE_FEE_2_NEW_MONEY 1.674
-score ADVANCE_FEE_3_NEW 2.997
-score ADVANCE_FEE_3_NEW_MONEY 0.026
-score ADVANCE_FEE_4_NEW 2.400
-score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.199
+score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW 2.399
+score ADVANCE_FEE_4_NEW_MONEY 0.001 # force non-zero
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.499
+score AD_PREFS 0.038
+score AMAZON_IMG_NOT_RCVD_AMZN 2.500
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 2.103
+score BITCOIN_EXTORT_01 3.500
score BITCOIN_MALF_HTML 0.001
score BITCOIN_ONAN 2.999
-score BITCOIN_SPAM_02 2.500
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_07 0.001
score BITCOIN_TOEQFM 3.499
-score BITCOIN_VISTA 0.004
-score BITCOIN_XPRIO 2.479
+score BITCOIN_VISTA 0.155
+score BITCOIN_XPRIO 1.897
score BITCOIN_YOUR_INFO 2.888
-score BODY_SINGLE_URI 2.098
+score BODY_SINGLE_URI 2.099
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 3.000
-score CK_HELO_GENERIC 0.249
-score COMPENSATION 0.223
+score BODY_URI_ONLY 2.516
+score CK_HELO_GENERIC 0.250
+score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 2.999
+score DEAR_BENEFICIARY 0.001
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.946
+score DYNAMIC_IMGUR 2.677
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.799
+score FILL_THIS_FORM 0.386
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.499
+score FONT_INVIS_MSGID 2.500
score FONT_INVIS_NORDNS 0.614
-score FONT_INVIS_POSTEXTRAS 2.886
+score FONT_INVIS_POSTEXTRAS 2.884
score FORM_FRAUD 0.999
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 2.899
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 2.048
-score FROM_IN_TO_AND_SUBJ 1.799
+score FROM_ADDR_WS 2.512
+score FROM_IN_TO_AND_SUBJ 1.699
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 2.103
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 3.399
-score FROM_MISSP_MSFT 1.446
+score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_EH_MATCH 0.637
+score FROM_MISSP_FREEMAIL 2.515
+score FROM_MISSP_MSFT 1.638
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 3.329
+score FROM_MISSP_TO_UNDISC 2.741
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 0.103
+score FROM_NTLD_REPLY_FREEMAIL 0.099
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.599
-score FROM_WSP_TRAIL 2.600
-score FSL_CTYPE_WIN1251 0.001
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_UNBAL1 2.239
+score FROM_WSP_TRAIL 2.599
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_HAS_TINYURL 3.099
-score FSL_HELO_FAKE 2.699
+score FSL_HELO_FAKE 2.700
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 3.499
-score FUZZY_BITCOIN 1.662
-score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 0.298
+score FUZZY_AMAZON 3.399
+score FUZZY_BITCOIN 1.093
+score FUZZY_IMPORTANT 2.409
+score FUZZY_WALLET 1.899
+score GB_BITCOIN_CP 2.060
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.486
+score GB_FAKE_RF_SHORT 1.801
score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 2.506
-score GOOG_REDIR_NORDNS 0.780
-score GOOG_STO_IMG_HTML 2.500
-score GOOG_STO_NOIMG_HTML 2.143
-score HDRS_LCASE_IMGONLY 0.100
+score GOOG_MALWARE_DNLD 3.083
+score GOOG_REDIR_NORDNS 1.050
+score GOOG_STO_IMG_HTML 2.501
+score GOOG_STO_NOIMG_HTML 2.559
+score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 0.005
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.700
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.904
-score HOSTED_IMG_FREEM 2.500
+score HK_SCAM 1.052
+score HOSTED_IMG_DIRECT_MX 2.900
+score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.002
-score HTML_BADATTR 0.999
+score HREF_EMPTY_NORDNS 0.001
+score HTML_BADATTR 1.000
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.885
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.353
-score HTML_TEXT_INVISIBLE_STYLE 1.354
-score JH_SPAMMY_HEADERS 3.500
+score HTML_TEXT_INVISIBLE_FONT 1.354
+score HTML_TEXT_INVISIBLE_STYLE 1.349
+score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.400
+score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
score LONG_IMG_URI 1.692
-score LONG_INVISIBLE_TEXT 2.800
+score LONG_INVISIBLE_TEXT 2.653
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.889
-score MALWARE_NORDNS 0.578
-score MANY_SUBDOM 3.199
-score MAY_BE_FORGED 1.899
+score MALFORMED_FREEMAIL 2.936
+score MANY_SUBDOM 3.099
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.240
+score MILLION_USD 1.988
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
score MIXED_ES 2.199
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.001
+score MIXED_IMG_CASE 2.999
+score MONEY_ATM_CARD 0.572
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.591
+score MONEY_FORM_SHORT 0.629
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 1.465
-score MONEY_FRAUD_8 1.877
+score MONEY_FRAUD_5 1.492
+score MONEY_FRAUD_8 2.877
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 1.999
+score MONEY_FROM_41 1.992
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.774
-score NO_FM_NAME_IP_HOSTN 1.849
+score NICE_REPLY_A -3.654
+score NO_FM_NAME_IP_HOSTN 1.851
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.248
-score OBFU_BITCOIN 0.439
-score OBFU_TEXT_ATTACH 1.499
-score OBFU_UNSUB_UL 2.999
-score ODD_FREEM_REPTO 3.000
+score NSL_RCVD_HELO_USER 2.266
+score NUMBERONLY_BITCOIN_EXP 0.157
+score OBFU_BITCOIN 1.008
+score OBFU_UNSUB_UL 2.799
+score ODD_FREEM_REPTO 2.999
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001 # force non-zero
+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_EMPTYSUBJ_URISHRT 1.500
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.402
-score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_FRNOM_TODOM_NAKED_TO 0.291
+score PDS_FROM_NAME_TO_DOMAIN 1.892
score PDS_HP_HELO_NORDNS 0.999
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
score PDS_PHP_EVAL 1.499
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_X_PHP_WELLKNOWN 0.999
-score PHP_ORIG_SCRIPT 1.414
-score PHP_ORIG_SCRIPT_EVAL 3.000
+score PHP_ORIG_SCRIPT 1.236
+score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RAND_MKTG_HEADER 2.000
-score RATWARE_NO_RDNS 2.100
-score REPTO_419_FRAUD_GM_LOOSE 1.000
-score RISK_FREE 1.560
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 0.805
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RISK_FREE 0.001
score SCC_BODY_SINGLE_WORD 0.001
score SCC_CANSPAM_2 3.799
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.623
+score SCC_SPAMMER_ADDR_2 2.834
score SENDGRID_REDIR 1.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 2.599
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.600
+score SPOOFED_FREEMAIL_NO_RDNS 0.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.420
+score STATIC_XPRIO_OLE 1.502
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
-score THIS_AD 1.299
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score THIS_AD 1.300
+score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 2.399
score TO_IN_SUBJ 0.100
score TO_NO_BRKTS_FROM_MSSP 2.499
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 2.500
-score TVD_IP_HEX 2.399
-score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.825
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_IP_HEX 2.299
+score TVD_SPACE_ENCODED 2.500
+score TVD_SPACE_RATIO_MINFP 1.941
score UNDISC_FREEM 2.800
-score UNDISC_MONEY 3.100
+score UNDISC_MONEY 2.999
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_AZURE_CLOUDAPP 2.999
+score URI_AZURE_CLOUDAPP 3.000
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.199
-score URI_IN_URI_5 3.099
-score URI_ONLY_MSGID_MALF 0.001
+score URI_IN_URI_5 1.699
+score URI_ONLY_MSGID_MALF 0.361
score URI_PHISH 3.999
-score URI_PHP_REDIR 1.487
score URI_TRY_3LD 1.999
-score VFY_ACCT_NORDNS 2.952
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 1.722
score VISTA_COST 2.499
score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 2.899
-score WORD_INVIS 1.582
-score WORD_INVIS_MANY 3.000
+score WIKI_IMG 3.199
+score WORD_INVIS 1.583
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.499
+score XM_DIGITS_ONLY 1.570
+score XM_LIGHT_HEAVY 2.500
score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XM_UC_ONLY 2.499
-score XPRIO 1.470
+score XPRIO 2.052
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -224,7 +226,6 @@ score ADULT_DATING_COMPANY 10.
score ADVANCE_FEE_2_NEW_FORM 1.000
score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
-score AMAZON_IMG_NOT_RCVD_AMZN 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
@@ -301,11 +302,11 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
+score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
-score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
@@ -374,14 +375,13 @@ score URI_HEX_IP 1.0
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
score URI_OPTOUT_3LD 1.000
+score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
score URI_WP_HACKED 1.000
-score URI_WP_HACKED_2 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
-score XM_DIGITS_ONLY 1.000
score XPRIO_SHORT_SUBJ 1.000
score XPRIO_VISTA 1.000
# in active.list but have no hits in recent corpus
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914743&r1=1914742&r2=1914743&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Dec 18 02:43:58 2023
@@ -4,8 +4,9 @@
score ACCT_PHISHING_MANY 3.000
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
+score AC_FROM_MANY_DOTS 2.500
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 1.327
+score AC_POST_EXTRAS 1.894
score ADMITS_SPAM 2.399
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
@@ -13,199 +14,195 @@ score ADVANCE_FEE_3_NEW_MONEY 0.0
score ADVANCE_FEE_4_NEW 2.199
score ADVANCE_FEE_4_NEW_MONEY 2.399
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.843
-score AD_PREFS 0.232
+score ADVANCE_FEE_5_NEW_MONEY 0.857
+score AD_PREFS 0.303
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 0.485
-score BITCOIN_EXTORT_02 2.102
+score BITCOIN_EXTORT_01 0.002
+score BITCOIN_EXTORT_02 3.453
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_ONAN 2.166
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 0.514
-score BITCOIN_SPAM_07 1.003
-score BITCOIN_TOEQFM 1.328
+score BITCOIN_ONAN 2.999
+score BITCOIN_SPAM_02 2.500
+score BITCOIN_SPAM_05 1.123
+score BITCOIN_SPAM_07 2.032
+score BITCOIN_TOEQFM 1.188
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.972
+score BITCOIN_XPRIO 1.976
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 0.001
+score BODY_SINGLE_WORD 0.001 # force non-zero
score BODY_URI_ONLY 2.696
score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.405
-score DKIMWL_WL_HIGH -0.086
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DEAR_BENEFICIARY 0.399
+score DKIMWL_WL_HIGH -0.083
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 2.105
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DYNAMIC_IMGUR 3.358
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
score FILL_THIS_FORM 0.499
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.922
-score FONT_INVIS_NORDNS 1.633
-score FONT_INVIS_POSTEXTRAS 2.483
+score FONT_INVIS_MSGID 2.213
+score FONT_INVIS_NORDNS 1.647
+score FONT_INVIS_POSTEXTRAS 1.918
score FORGED_SPF_HELO 2.999
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 1.438
+score FORM_FRAUD_5 0.526
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.126
-score FROM_IN_TO_AND_SUBJ 0.264
+score FROM_GOV_DKIM_AU -0.208
+score FROM_IN_TO_AND_SUBJ 1.500
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.324
-score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_DYNIP 0.315
+score FROM_MISSP_EH_MATCH 0.001 # force non-zero
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 1.651
+score FROM_MISSP_MSFT 1.649
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_SPF_FAIL 1.800
-score FROM_MISSP_TO_UNDISC 3.103
+score FROM_MISSP_SPF_FAIL 1.947
+score FROM_MISSP_TO_UNDISC 3.894
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_PAYPAL_SPOOF 0.403
+score FROM_PAYPAL_SPOOF 0.596
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.299
+score FROM_UNBAL1 2.199
score FROM_WSP_TRAIL 2.299
-score FSL_BULK_SIG 1.516
+score FSL_BULK_SIG 1.633
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 2.299
score FSL_HELO_FAKE 1.199
-score FSL_NEW_HELO_USER 0.001
+score FSL_NEW_HELO_USER 0.001 # force non-zero
score FUZZY_AMAZON 2.499
-score FUZZY_BITCOIN 1.190
+score FUZZY_BITCOIN 2.590
score FUZZY_IMPORTANT 2.399
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 1.436
-score GB_CUSTOM_HTM_URI 1.034
-score GB_FAKE_RF_SHORT 0.824
+score GB_BITCOIN_CP 1.029
+score GB_CUSTOM_HTM_URI 1.338
+score GB_FAKE_RF_SHORT 1.105
score GB_FREEMAIL_DISPTO 0.001
score GB_HASHBL_BTC 0.001
-score GOOG_REDIR_NORDNS 0.026
-score GOOG_STO_IMG_HTML 2.726
-score GOOG_STO_NOIMG_HTML 2.999
+score GOOG_REDIR_NORDNS 0.274
+score GOOG_STO_IMG_HTML 2.723
+score GOOG_STO_NOIMG_HTML 3.000
score HAS_X_OUTGOING_SPAM_STAT 0.001
score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.250
+score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
-score HK_NAME_FM_MR_MRS 1.500
+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_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 3.415
-score HOSTED_IMG_FREEM 2.427
+score HOSTED_IMG_DIRECT_MX 3.139
+score HOSTED_IMG_FREEM 2.428
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 0.999
+score HTML_BADATTR 1.000
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.729
-score HTML_TEXT_INVISIBLE_STYLE 3.127
+score HTML_SINGLET_MANY 2.500
+score HTML_TEXT_INVISIBLE_FONT 1.439
+score HTML_TEXT_INVISIBLE_STYLE 3.500
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.260
-score LIST_PARTIAL_SHORT_MSG 2.176
+score KHOP_HELO_FCRDNS 0.261
+score LIST_PARTIAL_SHORT_MSG 2.170
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.999
-score LONG_INVISIBLE_TEXT 2.999
+score LONG_IMG_URI 3.000
+score LONG_INVISIBLE_TEXT 2.720
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.299
-score MALWARE_NORDNS 2.153
+score LOTTO_DEPT 2.000
+score MALFORMED_FREEMAIL 2.199
+score MALWARE_NORDNS 3.337
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.074
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
-score MIME_NO_TEXT 0.753
+score MILLION_USD 1.089
+score MIMEOLE_DIRECT_TO_MX 0.001
+score MIME_NO_TEXT 0.001
score MIXED_ES 2.099
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.886
+score MONEY_ATM_CARD 1.102
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
-score MONEY_FRAUD_3 0.159
-score MONEY_FRAUD_5 2.391
-score MONEY_FRAUD_8 0.648
-score MONEY_FREEMAIL_REPTO 1.415
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 0.247
+score MONEY_FRAUD_5 2.507
+score MONEY_FRAUD_8 0.666
+score MONEY_FREEMAIL_REPTO 1.402
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.591
+score MONEY_NOHTML 1.489
score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.414
-score NO_FM_NAME_IP_HOSTN 0.001
+score NICE_REPLY_A -2.342
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.437
-score OBFU_BITCOIN 1.638
+score NSL_RCVD_HELO_USER 0.095
+score OBFU_BITCOIN 1.131
score OBFU_TEXT_ATTACH 1.599
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.001
-score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_ID 0.001 # force non-zero
+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 1.432
-score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_FROM_NAME_TO_DOMAIN 2.000
score PDS_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
score PDS_TINYSUBJ_URISHRT 1.499
-score PHP_SCRIPT 2.399
+score PHP_SCRIPT 2.398
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.041
+score RATWARE_NO_RDNS 2.124
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
score SCC_CANSPAM_2 2.899
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 0.644
+score SENDGRID_REDIR 0.534
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 1.570
+score SHORTENED_URL_SRC 1.544
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score STATIC_XPRIO_OLE 1.257
+score STATIC_XPRIO_OLE 1.266
score SUBJ_ATTENTION 0.499
score THIS_AD 0.799
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.250
-score TO_EQ_FM_DOM_HTML_ONLY 1.728
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
-score TO_EQ_FM_HTML_ONLY 0.194
-score TO_EQ_FM_SPF_FAIL 0.175
+score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DOM_SPF_FAIL 0.902
+score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.807
+score TO_NO_BRKTS_HTML_IMG 1.877
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 1.989
+score TO_NO_BRKTS_PCNT 2.034
score TVD_SPACE_RATIO_MINFP 0.001
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 1.400
+score URI_DOTEDU 1.543
score URI_GOOGLE_PROXY 1.699
score URI_IN_URI_5 3.199
score URI_PHISH 3.999
-score URI_PHP_REDIR 2.325
+score URI_PHP_REDIR 2.265
score URI_TRY_3LD 1.999
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
score VISTA_COST 2.499
-score VISTA_TONOM_EQ_TOLOC 2.499
+score VISTA_TONOM_EQ_TOLOC 2.500
score WIKI_IMG 1.999
-score WORD_INVIS 1.895
+score WORD_INVIS 1.892
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 1.134
+score XM_DIGITS_ONLY 1.849
score XM_RANDOM 2.499
score XM_UC_ONLY 2.500
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
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -291,7 +288,6 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -314,7 +310,6 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914743&r1=1914742&r2=1914743&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Dec 18 02:43:58 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 449055 62.718% (99.204% of non-spam corpus)
-# Correctly spam: 162211 22.655% (61.598% of spam corpus)
-# False positives: 3602 0.503% (0.796% of nonspam, 69870 weighted)
-# False negatives: 101127 14.124% (38.402% of spam, 208228 weighted)
-# Average score for spam: 6.7 nonspam: 0.7
+# Correctly non-spam: 459036 62.076% (99.212% of non-spam corpus)
+# Correctly spam: 173200 23.422% (62.573% of spam corpus)
+# False positives: 3646 0.493% (0.788% of nonspam, 72721 weighted)
+# False negatives: 103596 14.009% (37.427% of spam, 212707 weighted)
+# Average score for spam: 7.0 nonspam: 0.5
# Average for false-pos: 6.7 false-neg: 2.1
-# TOTAL: 715995 100.00%
+# TOTAL: 739478 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 55989 99.20%
-# Correctly spam: 20228 61.43%
-# False positives: 452 0.80%
-# False negatives: 12701 38.57%
-# TCR(l=50): 0.932806 SpamRecall: 61.429% SpamPrec: 97.814%
+# Correctly non-spam: 57224 99.19%
+# Correctly spam: 21484 62.05%
+# False positives: 468 0.81%
+# False negatives: 13137 37.95%
+# TCR(l=50): 0.947560 SpamRecall: 62.055% SpamPrec: 97.868%
##### 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: 440567 97.33%
-# Correctly spam: 108829 41.33%
-# False positives: 12090 2.67%
-# False negatives: 154509 58.67%
-# TCR(l=50): 0.346950 SpamRecall: 41.327% SpamPrec: 90.002%
+# Correctly non-spam: 450057 97.27%
+# Correctly spam: 113941 41.16%
+# False positives: 12625 2.73%
+# False negatives: 162855 58.84%
+# TCR(l=50): 0.348563 SpamRecall: 41.164% SpamPrec: 90.025%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54837 97.16%
-# Correctly spam: 13508 41.02%
-# False positives: 1604 2.84%
-# False negatives: 19421 58.98%
-# TCR(l=50): 0.330543 SpamRecall: 41.022% SpamPrec: 89.386%
+# Correctly non-spam: 56145 97.32%
+# Correctly spam: 14112 40.76%
+# False positives: 1547 2.68%
+# False negatives: 20509 59.24%
+# TCR(l=50): 0.353785 SpamRecall: 40.761% SpamPrec: 90.121%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914743&r1=1914742&r2=1914743&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Dec 18 02:43:58 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 407068 84.614% (99.328% of non-spam corpus)
-# Correctly spam: 30329 6.304% (42.559% of spam corpus)
-# False positives: 2754 0.572% (0.672% of nonspam, 30670 weighted)
-# False negatives: 40935 8.509% (57.441% of spam, 67226 weighted)
-# Average score for spam: 5.9 nonspam: -1.0
-# Average for false-pos: 6.4 false-neg: 1.6
-# TOTAL: 481086 100.00%
+# Correctly non-spam: 406713 84.541% (99.241% of non-spam corpus)
+# Correctly spam: 30291 6.296% (42.507% of spam corpus)
+# False positives: 3109 0.646% (0.759% of nonspam, 33743 weighted)
+# False negatives: 40971 8.516% (57.493% of spam, 67311 weighted)
+# Average score for spam: 6.0 nonspam: -1.0
+# Average for false-pos: 6.2 false-neg: 1.6
+# TOTAL: 481084 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 50762 99.33%
-# Correctly spam: 3853 42.89%
-# False positives: 340 0.67%
-# False negatives: 5131 57.11%
-# TCR(l=50): 0.405946 SpamRecall: 42.887% SpamPrec: 91.891%
+# Correctly non-spam: 50761 99.33%
+# Correctly spam: 3841 42.75%
+# False positives: 341 0.67%
+# False negatives: 5143 57.25%
+# TCR(l=50): 0.404812 SpamRecall: 42.754% SpamPrec: 91.846%
##### 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: 408145 99.59%
-# Correctly spam: 14688 20.61%
+# Correctly spam: 14700 20.63%
# False positives: 1677 0.41%
-# False negatives: 56576 79.39%
-# TCR(l=50): 0.507484 SpamRecall: 20.611% SpamPrec: 89.753%
+# False negatives: 56562 79.37%
+# TCR(l=50): 0.507521 SpamRecall: 20.628% SpamPrec: 89.760%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 50903 99.61%
-# Correctly spam: 1848 20.57%
+# Correctly spam: 1838 20.46%
# False positives: 199 0.39%
-# False negatives: 7136 79.43%
-# TCR(l=50): 0.525811 SpamRecall: 20.570% SpamPrec: 90.278%
+# False negatives: 7146 79.54%
+# TCR(l=50): 0.525503 SpamRecall: 20.459% SpamPrec: 90.231%