Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1914941&r1=1914940&r2=1914941&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Dec 27 02:45:11 2023
@@ -1,219 +1,219 @@
-# Using score set 0 logs for revision 1914919 from:
-# ham-ena-week0.r1914919.log ham-ena-week1.r1914919.log ham-ena-week2.r1914919.log ham-ena-week3.r1914919.log ham-ena-week4.r1914919.log ham-giovanni-ham.r1914919.log ham-giovanni-spammy.r1914919.log ham-giovanni-spam.r1914919.log ham-grenier.r1914919.log ham-hege.r1914919.log ham-jhardin.r1914919.log ham-llanga.r1914919.log ham-mmiroslaw-mails-ham.r1914919.log ham-mmiroslaw-mails-spam.r1914919.log ham-spamsponge.r1914919.log ham-tsz-corpus.r1914919.log ham-whyscream.r1914919.log spam-ena-week0.r1914919.log spam-ena-week1.r1914919.log spam-ena-week2.r1914919.log spam-ena-week3.r1914919.log spam-ena-week4.r1914919.log spam-giovanni-ham.r1914919.log spam-giovanni-spammy.r1914919.log spam-giovanni-spam.r1914919.log spam-grenier.r1914919.log spam-hege.r1914919.log spam-jhardin.r1914919.log spam-llanga.r1914919.log spam-mmiroslaw-mails-ham.r1914919.log spam-mmiroslaw-mails-spam.r1914919.log spam-spamsponge.r1914919.log spam-tsz-corpus.r1914919.log spam-whyscream.r1914919.log
+# Using score set 0 logs for revision 1914929 from:
+# ham-ena-week0.r1914929.log ham-ena-week1.r1914929.log ham-ena-week2.r1914929.log ham-ena-week3.r1914929.log ham-ena-week4.r1914929.log ham-giovanni-ham.r1914929.log ham-giovanni-spammy.r1914929.log ham-giovanni-spam.r1914929.log ham-grenier.r1914929.log ham-hege.r1914929.log ham-jhardin.r1914929.log ham-llanga.r1914929.log ham-mmiroslaw-mails-ham.r1914929.log ham-mmiroslaw-mails-spam.r1914929.log ham-spamsponge.r1914929.log ham-tsz-corpus.r1914929.log ham-whyscream.r1914929.log spam-ena-week0.r1914929.log spam-ena-week1.r1914929.log spam-ena-week2.r1914929.log spam-ena-week3.r1914929.log spam-ena-week4.r1914929.log spam-giovanni-ham.r1914929.log spam-giovanni-spammy.r1914929.log spam-giovanni-spam.r1914929.log spam-grenier.r1914929.log spam-hege.r1914929.log spam-jhardin.r1914929.log spam-llanga.r1914929.log spam-mmiroslaw-mails-ham.r1914929.log spam-mmiroslaw-mails-spam.r1914929.log spam-spamsponge.r1914929.log spam-tsz-corpus.r1914929.log spam-whyscream.r1914929.log
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 0.236
+score AC_POST_EXTRAS 0.691
score ADMITS_SPAM 2.699
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.999
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.399
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.177
-score ADVANCE_FEE_5_NEW_MONEY 0.392
-score AD_PREFS 0.354
-score AMAZON_IMG_NOT_RCVD_AMZN 2.257
+score ADVANCE_FEE_3_NEW 3.199
+score ADVANCE_FEE_3_NEW_MONEY 0.542
+score ADVANCE_FEE_4_NEW 2.253
+score ADVANCE_FEE_4_NEW_MONEY 0.932
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.394
+score AD_PREFS 0.355
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 3.996
-score BITCOIN_MALF_HTML 2.253
-score BITCOIN_SPAM_02 2.499
+score BITCOIN_EXTORT_01 2.802
+score BITCOIN_MALF_HTML 0.001
+score BITCOIN_SPAM_02 2.500
score BITCOIN_SPAM_07 0.001
-score BITCOIN_TOEQFM 3.499
-score BITCOIN_VISTA 0.007
-score BITCOIN_XPRIO 2.378
-score BITCOIN_YOUR_INFO 2.888
-score BODY_SINGLE_URI 0.803
+score BITCOIN_TOEQFM 2.990
+score BITCOIN_VISTA 0.001
+score BITCOIN_XPRIO 2.473
+score BITCOIN_YOUR_INFO 2.881
+score BODY_SINGLE_URI 0.801
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.318
+score BODY_URI_ONLY 1.715
score BOGUS_MIME_VERSION 3.499
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.954
+score DEAR_BENEFICIARY 0.976
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.048
+score DYNAMIC_IMGUR 3.298
score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 2.000
-score FILL_THIS_FORM 0.390
-score FONT_INVIS_DIRECT 0.151
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FILL_THIS_FORM 0.388
+score FONT_INVIS_DIRECT 0.639
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.864
-score FONT_INVIS_POSTEXTRAS 2.355
+score FONT_INVIS_NORDNS 1.892
+score FONT_INVIS_POSTEXTRAS 1.901
score FORM_FRAUD 0.999
score FORM_FRAUD_3 0.001
-score FORM_FRAUD_5 1.726
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 2.149
-score FROM_IN_TO_AND_SUBJ 1.599
+score FORM_FRAUD_5 1.800
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 2.699
+score FROM_ADDR_WS 2.152
+score FROM_IN_TO_AND_SUBJ 1.600
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.400
-score FROM_MISSP_FREEMAIL 1.999
-score FROM_MISSP_MSFT 1.553
-score FROM_MISSP_REPLYTO 2.500
-score FROM_MISSP_TO_UNDISC 3.836
+score FROM_MISSP_DYNIP 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 0.007
+score FROM_MISSP_FREEMAIL 1.992
+score FROM_MISSP_MSFT 0.658
+score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_TO_UNDISC 3.771
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
score FROM_NTLD_REPLY_FREEMAIL 0.001
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.599
-score FROM_WSP_TRAIL 2.499
+score FROM_WSP_TRAIL 2.599
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 3.000
-score FSL_HELO_FAKE 2.699
+score FSL_HAS_TINYURL 2.999
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.382
-score FUZZY_BITCOIN 2.078
-score FUZZY_IMPORTANT 2.563
-score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.894
+score FUZZY_AMAZON 2.212
+score FUZZY_BITCOIN 1.712
+score FUZZY_IMPORTANT 2.492
+score FUZZY_WALLET 1.899
+score GB_BITCOIN_CP 1.742
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.377
-score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 4.903
-score GOOG_REDIR_NORDNS 1.050
-score GOOG_STO_IMG_HTML 2.499
-score GOOG_STO_NOIMG_HTML 2.749
-score HDRS_LCASE_IMGONLY 0.100
+score GB_FAKE_RF_SHORT 1.286
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GOOG_MALWARE_DNLD 2.564
+score GOOG_REDIR_NORDNS 1.999
+score GOOG_STO_IMG_HTML 2.501
+score GOOG_STO_NOIMG_HTML 2.991
+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 HELO_MISC_IP 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 0.999
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.241
-score HOSTED_IMG_DIRECT_MX 2.900
-score HOSTED_IMG_FREEM 2.785
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 2.909
+score HOSTED_IMG_FREEM 2.786
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.142
+score HREF_EMPTY_NORDNS 0.257
score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.637
+score HTML_ENTITY_ASCII 2.867
+score HTML_FONT_TINY_NORDNS 0.603
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.188
-score HTML_TEXT_INVISIBLE_STYLE 1.444
+score HTML_TEXT_INVISIBLE_FONT 1.187
+score HTML_TEXT_INVISIBLE_STYLE 1.454
score JH_SPAMMY_HEADERS 3.499
+score KHOP_FAKE_EBAY 0.899
score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.650
-score LONG_INVISIBLE_TEXT 2.909
+score LONG_IMG_URI 1.934
+score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.389
-score MANY_SUBDOM 3.099
-score MILLION_HUNDRED 0.418
-score MILLION_USD 1.572
+score MALFORMED_FREEMAIL 2.697
+score MANY_SUBDOM 2.999
+score MILLION_HUNDRED 0.907
+score MILLION_USD 0.789
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_CENTER_CASE 2.499
score MIXED_ES 2.199
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 2.599
+score MIXED_IMG_CASE 2.999
+score MONEY_ATM_CARD 2.374
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.899
-score MONEY_FRAUD_8 2.234
+score MONEY_FRAUD_3 0.782
+score MONEY_FRAUD_5 2.900
+score MONEY_FRAUD_8 0.436
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 0.001
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.865
+score NICE_REPLY_A -1.192
score NOT_SPAM 2.299
-score NO_FM_NAME_IP_HOSTN 1.849
+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 1.660
-score OBFU_BITCOIN 0.023
+score NSL_RCVD_HELO_USER 0.085
+score NUMBERONLY_BITCOIN_EXP 0.719
+score OBFU_BITCOIN 0.389
score OBFU_TEXT_ATTACH 1.499
score OBFU_UNSUB_UL 2.499
score ODD_FREEM_REPTO 2.999
-score PDS_BAD_THREAD_QP_64 0.999
+score PDS_BAD_THREAD_QP_64 1.000
score PDS_BTC_ID 0.499
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 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.842
-score PDS_FROM_2_EMAILS 0.352
-score PDS_FROM_NAME_TO_DOMAIN 1.056
+score PDS_FRNOM_TODOM_NAKED_TO 0.601
+score PDS_FROM_NAME_TO_DOMAIN 1.459
score PDS_HP_HELO_NORDNS 0.999
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_PHP_EVAL 0.685
+score PDS_PHP_EVAL 1.499
score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_X_PHP_WELLKNOWN 0.999
-score PHP_ORIG_SCRIPT_EVAL 2.015
-score PHP_SCRIPT 2.499
+score PDS_X_PHP_WELLKNOWN 1.000
+score PHP_ORIG_SCRIPT_EVAL 2.999
+score PHP_SCRIPT 2.500
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.638
-score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RATWARE_NO_RDNS 2.062
+score REPTO_419_FRAUD_GM_LOOSE 1.000
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.701
+score SCC_BODY_URI_ONLY 1.700
+score SCC_CANSPAM_1 2.299
score SCC_CANSPAM_2 3.799
score SCC_ISEMM_LID_1B 1.499
-score SCC_NEWBIE_HASBEENS 2.001
-score SCC_SPAMMER_ADDR_2 1.828
+score SCC_NEWBIE_HASBEENS 2.002
+score SCC_SPAMMER_ADDR_2 2.724
score SENDGRID_REDIR 1.499
-score SHOPIFY_IMG_NOT_RCVD_SFY 1.990
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 2.399
-score SHORT_SHORTNER 2.000
-score SPOOFED_FREEMAIL_NO_RDNS 0.887
+score SHORT_SHORTNER 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.868
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.418
+score STATIC_XPRIO_OLE 1.999
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score THIS_AD 1.200
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.975
+score TO_NAME_SUBJ_NO_RDNS 2.669
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.696
+score TO_NO_BRKTS_HTML_IMG 1.693
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_MSFT 1.752
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_HEX 2.299
-score TVD_SPACE_ENCODED 2.498
+score TVD_SPACE_ENCODED 2.497
score TVD_SPACE_RATIO_MINFP 2.499
score UNDISC_FREEM 2.699
-score UNDISC_MONEY 3.099
+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 2.300
+score URI_GOOGLE_PROXY 2.400
score URI_GOOG_STO_SPAMMY 2.999
score URI_ONLY_MSGID_MALF 0.001
score URI_PHISH 3.999
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.523
+score VFY_ACCT_NORDNS 2.656
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 3.299
-score WORD_INVIS 1.581
+score WORD_INVIS 1.348
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.788
-score XM_DIGITS_ONLY 2.474
+score XFER_LOTSA_MONEY 0.692
+score XM_DIGITS_ONLY 2.802
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XM_UC_ONLY 2.499
-score XPRIO 1.572
+score XPRIO 1.475
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -306,10 +306,10 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_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
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914941&r1=1914940&r2=1914941&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Dec 27 02:45:11 2023
@@ -1,204 +1,201 @@
# Using score set 1 logs for revision 1914880 from:
# ham-net-ena-week0.r1914880.log ham-net-ena-week1.r1914880.log ham-net-ena-week2.r1914880.log ham-net-ena-week3.r1914880.log ham-net-ena-week4.r1914880.log ham-net-giovanni-ham.r1914880.log ham-net-giovanni-spammy.r1914880.log ham-net-giovanni-spam.r1914880.log ham-net-grenier.r1914880.log ham-net-hege.r1914880.log ham-net-jhardin.r1914880.log ham-net-llanga.r1914880.log ham-net-mmiroslaw-mails-ham.r1914880.log ham-net-mmiroslaw-mails-spam.r1914880.log ham-net-spamsponge.r1914880.log ham-net-whyscream.r1914880.log spam-net-ena-week0.r1914880.log spam-net-ena-week1.r1914880.log spam-net-ena-week2.r1914880.log spam-net-ena-week3.r1914880.log spam-net-ena-week4.r1914880.log spam-net-giovanni-ham.r1914880.log spam-net-giovanni-spammy.r1914880.log spam-net-giovanni-spam.r1914880.log spam-net-grenier.r1914880.log spam-net-hege.r1914880.log spam-net-jhardin.r1914880.log spam-net-llanga.r1914880.log spam-net-mmiroslaw-mails-ham.r1914880.log spam-net-mmiroslaw-mails-spam.r1914880.log spam-n
et-spamsponge.r1914880.log spam-net-whyscream.r1914880.log
-score ACCT_PHISHING_MANY 2.996
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 1.835
-score ADMITS_SPAM 1.697
-score ADVANCE_FEE_2_NEW_MONEY 1.997
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 1.200
+score ADMITS_SPAM 1.699
+score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.268
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.197
-score ADVANCE_FEE_4_NEW_MONEY 0.784
+score ADVANCE_FEE_4_NEW_MONEY 0.697
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.694
-score AD_PREFS 0.264
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
-score BITCOIN_EXTORT_01 2.015
-score BITCOIN_MALF_HTML 1.297
-score BITCOIN_ONAN 2.732
-score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 1.141
+score ADVANCE_FEE_5_NEW_MONEY 1.692
+score AD_PREFS 0.331
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score BITCOIN_EXTORT_01 1.997
+score BITCOIN_MALF_HTML 2.749
+score BITCOIN_ONAN 2.354
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_05 2.385
score BITCOIN_SPAM_07 0.001
-score BITCOIN_TOEQFM 2.498
+score BITCOIN_TOEQFM 2.488
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.453
-score BITCOIN_YOUR_INFO 2.706
+score BITCOIN_XPRIO 1.483
+score BITCOIN_YOUR_INFO 2.709
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.209
-score CK_HELO_GENERIC 0.248
+score BODY_URI_ONLY 0.186
+score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DEAR_BENEFICIARY 1.867
-score DKIMWL_WL_HIGH -2.851
+score DEAR_BENEFICIARY 1.880
+score DKIMWL_WL_HIGH -2.755
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 0.941
-score END_FUTURE_EMAILS 2.498
+score DYNAMIC_IMGUR 2.358
+score END_FUTURE_EMAILS 2.500
score FILL_THIS_FORM 0.457
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 1.227
-score FONT_INVIS_NORDNS 0.754
-score FONT_INVIS_POSTEXTRAS 1.977
-score FORGED_SPF_HELO 3.011
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 1.257
+score FONT_INVIS_NORDNS 1.106
+score FONT_INVIS_POSTEXTRAS 2.612
+score FORGED_SPF_HELO 3.010
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 1.157
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_ADDR_WS 2.996
+score FORM_FRAUD_5 0.421
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.999
-score FROM_IN_TO_AND_SUBJ 1.380
-score FROM_MISSPACED 1.997
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.478
+score FROM_IN_TO_AND_SUBJ 1.348
+score FROM_MISSPACED 1.999
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.017
-score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 1.347
-score FROM_MISSP_REPLYTO 1.624
-score FROM_MISSP_SPF_FAIL 1.680
-score FROM_MISSP_TO_UNDISC 3.109
-score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.940
-score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.931
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 0.001 # force non-zero
+score FROM_MISSP_MSFT 1.351
+score FROM_MISSP_REPLYTO 1.644
+score FROM_MISSP_SPF_FAIL 1.496
+score FROM_MISSP_TO_UNDISC 3.051
+score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_XPRIO 0.939
+score FROM_PAYPAL_SPOOF 1.172
+score FROM_SUSPICIOUS_NTLD 0.229
+score FROM_SUSPICIOUS_NTLD_FP 1.777
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.398
-score FSL_HELO_FAKE 1.198
+score FSL_HAS_TINYURL 2.399
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.497
-score FUZZY_BITCOIN 1.038
-score FUZZY_IMPORTANT 0.182
-score FUZZY_WALLET 1.797
-score GB_BITCOIN_CP 1.860
-score GB_CUSTOM_HTM_URI 1.191
-score GB_FAKE_RF_SHORT 1.141
+score FUZZY_AMAZON 2.499
+score FUZZY_BITCOIN 1.468
+score FUZZY_IMPORTANT 0.618
+score FUZZY_WALLET 1.799
+score GB_BITCOIN_CP 1.696
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.134
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 0.390
+score GB_HASHBL_BTC 0.293
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.522
-score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 2.497
+score GOOG_STO_IMG_HTML 2.527
+score GOOG_STO_NOIMG_HTML 2.999
+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
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+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 1.498
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.998
+score HELO_NO_DOMAIN 0.001 # force non-zero
+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 0.999
-score HK_RANDOM_REPLYTO 0.997
-score HK_SCAM 1.997
-score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 3.209
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_BADATTR 0.322
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_FREEM 3.213
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HTML_BADATTR 0.999
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 1.324
-score HTML_TEXT_INVISIBLE_STYLE 2.427
-score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.256
-score LIST_PARTIAL_SHORT_MSG 1.546
-score LONG_HEX_URI 2.996
-score LONG_IMG_URI 2.996
-score LONG_INVISIBLE_TEXT 2.681
+score HTML_SINGLET_MANY 2.499
+score HTML_TEXT_INVISIBLE_FONT 1.297
+score HTML_TEXT_INVISIBLE_STYLE 2.431
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.259
+score LIST_PARTIAL_SHORT_MSG 1.543
+score LONG_HEX_URI 2.999
+score LONG_IMG_URI 2.999
+score LONG_INVISIBLE_TEXT 2.694
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.997
-score MALFORMED_FREEMAIL 2.297
-score MILLION_HUNDRED 0.001
-score MILLION_USD 1.997
+score LOTTO_DEPT 1.999
+score MALFORMED_FREEMAIL 2.399
+score MILLION_HUNDRED 0.001 # force non-zero
+score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_CENTER_CASE 1.750
-score MIXED_ES 2.097
-score MIXED_HREF_CASE 1.997
-score MONEY_ATM_CARD 1.278
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.497
+score MIXED_CENTER_CASE 2.414
+score MIXED_ES 2.099
+score MIXED_HREF_CASE 1.999
+score MONEY_ATM_CARD 2.246
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 2.499
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.596
-score MONEY_FRAUD_8 2.017
-score MONEY_FREEMAIL_REPTO 1.403
+score MONEY_FRAUD_5 2.599
+score MONEY_FRAUD_8 2.576
+score MONEY_FREEMAIL_REPTO 1.404
score MONEY_FROM_MISSP 0.001
-score NA_DOLLARS 1.498
-score NICE_REPLY_A -1.197
+score NA_DOLLARS 1.499
+score NICE_REPLY_A -3.291
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.357
-score OBFU_BITCOIN 1.783
-score OBFU_TEXT_ATTACH 1.597
-score ODD_FREEM_REPTO 2.254
-score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BTC_ID 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.396
+score OBFU_BITCOIN 1.247
+score OBFU_TEXT_ATTACH 1.599
+score ODD_FREEM_REPTO 2.247
+score PDS_BAD_THREAD_QP_64 0.999
+score PDS_BTC_ID 0.110
score PDS_BTC_MSGID 0.001
-score PDS_EMPTYSUBJ_URISHRT 1.498
+score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.679
-score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HELO_SPF_FAIL 1.997
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.997
-score PDS_TINYSUBJ_URISHRT 1.498
-score PHP_SCRIPT 2.298
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_TINYSUBJ_URISHRT 1.500
+score PHP_SCRIPT 2.297
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.861
-score RCVD_IN_MSPIKE_H2 -0.001
+score RAND_MKTG_HEADER 2.000
+score RATWARE_NO_RDNS 2.999
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.064
-score SCC_CANSPAM_2 2.896
-score SCC_ISEMM_LID_1B 1.498
-score SCC_NEWBIE_HASBEENS 2.181
-score SCC_SPAMMER_ADDR_2 2.144
-score SENDGRID_REDIR 1.045
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.397
-score SHORT_SHORTNER 1.997
+score SCC_BODY_URI_ONLY 2.063
+score SCC_CANSPAM_2 2.999
+score SCC_ISEMM_LID_1B 1.499
+score SCC_NEWBIE_HASBEENS 2.611
+score SCC_SPAMMER_ADDR_2 0.731
+score SENDGRID_REDIR 1.066
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENED_URL_SRC 2.399
+score SHORT_SHORTNER 2.000
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.541
-score STATIC_XPRIO_OLE 0.761
-score SUBJ_ATTENTION 0.498
+score SPOOFED_FREEM_REPTO 1.542
+score STATIC_XPRIO_OLE 0.768
+score SUBJ_ATTENTION 0.499
score THIS_AD 0.699
-score TO_EQ_FM_DIRECT_MX 2.497
-score TO_EQ_FM_DOM_SPF_FAIL 1.624
-score TO_EQ_FM_HTML_ONLY 0.120
-score TO_EQ_FM_SPF_FAIL 0.001
+score TO_EQ_FM_DIRECT_MX 2.500
+score TO_EQ_FM_DOM_SPF_FAIL 0.828
+score TO_EQ_FM_HTML_ONLY 0.154
+score TO_EQ_FM_SPF_FAIL 0.762
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.967
-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 2.275
-score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.477
+score TO_NAME_SUBJ_NO_RDNS 2.999
+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 2.273
+score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_PCNT 2.499
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.596
-score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ZW_MANY 0.492
-score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 1.597
-score URI_PHISH 3.995
-score URI_TRY_3LD 1.997
-score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.996
-score VISTA_TONOM_EQ_TOLOC 2.497
-score WIKI_IMG 1.997
-score WORD_INVIS 1.897
-score WORD_INVIS_MANY 2.996
+score UNDISC_FREEM 2.599
+score UNDISC_MONEY 2.799
+score UNICODE_OBFU_ZW_MANY 0.496
+score URI_DOTEDU 1.999
+score URI_GOOGLE_PROXY 1.599
+score URI_PHISH 4.000
+score URI_TRY_3LD 2.000
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.999
+score VISTA_TONOM_EQ_TOLOC 2.499
+score WIKI_IMG 1.999
+score WORD_INVIS 1.898
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 2.497
-score XM_UC_ONLY 2.497
-score XPRIO 0.001
+score XM_DIGITS_ONLY 1.011
+score XM_RANDOM 2.500
+score XM_UC_ONLY 2.499
+score XPRIO 0.001 # force non-zero
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -310,6 +307,7 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_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=1914941&r1=1914940&r2=1914941&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Dec 27 02:45:11 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 464784 61.300% (99.178% of non-spam corpus)
-# Correctly spam: 192466 25.384% (66.466% of spam corpus)
-# False positives: 3853 0.508% (0.822% of nonspam, 78235 weighted)
-# False negatives: 97103 12.807% (33.534% of spam, 182206 weighted)
-# Average score for spam: 7.2 nonspam: 0.6
-# Average for false-pos: 6.6 false-neg: 1.9
-# TOTAL: 758206 100.00%
+# Correctly non-spam: 461105 60.767% (99.193% of non-spam corpus)
+# Correctly spam: 196964 25.957% (67.005% of spam corpus)
+# False positives: 3753 0.495% (0.807% of nonspam, 77147 weighted)
+# False negatives: 96989 12.782% (32.995% of spam, 180249 weighted)
+# Average score for spam: 6.8 nonspam: 0.6
+# Average for false-pos: 6.5 false-neg: 1.9
+# TOTAL: 758811 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 58013 99.19%
-# Correctly spam: 23047 63.68%
-# False positives: 473 0.81%
-# False negatives: 13143 36.32%
-# TCR(l=50): 0.983611 SpamRecall: 63.683% SpamPrec: 97.989%
+# Correctly non-spam: 57539 99.24%
+# Correctly spam: 23242 63.33%
+# False positives: 442 0.76%
+# False negatives: 13458 36.67%
+# TCR(l=50): 1.032117 SpamRecall: 63.330% SpamPrec: 98.134%
##### 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: 456383 97.39%
-# Correctly spam: 121845 42.08%
-# False positives: 12254 2.61%
-# False negatives: 167724 57.92%
-# TCR(l=50): 0.371041 SpamRecall: 42.078% SpamPrec: 90.862%
+# Correctly non-spam: 452646 97.37%
+# Correctly spam: 127481 43.37%
+# False positives: 12212 2.63%
+# False negatives: 166472 56.63%
+# TCR(l=50): 0.378283 SpamRecall: 43.368% SpamPrec: 91.258%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 56959 97.39%
-# Correctly spam: 15297 42.27%
-# False positives: 1527 2.61%
-# False negatives: 20893 57.73%
-# TCR(l=50): 0.372160 SpamRecall: 42.269% SpamPrec: 90.924%
+# Correctly non-spam: 56429 97.32%
+# Correctly spam: 15791 43.03%
+# False positives: 1552 2.68%
+# False negatives: 20909 56.97%
+# TCR(l=50): 0.372555 SpamRecall: 43.027% SpamPrec: 91.051%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914941&r1=1914940&r2=1914941&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Dec 27 02:45:11 2023
@@ -1,10 +1,10 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 443115 82.686% (99.363% of non-spam corpus)
-# Correctly spam: 47615 8.885% (52.938% of spam corpus)
-# False positives: 2842 0.530% (0.637% of nonspam, 36954 weighted)
-# False negatives: 42330 7.899% (47.062% of spam, 64240 weighted)
+# Correctly non-spam: 443086 82.680% (99.356% of non-spam corpus)
+# Correctly spam: 47713 8.903% (53.047% of spam corpus)
+# False positives: 2871 0.536% (0.644% of nonspam, 37247 weighted)
+# False negatives: 42232 7.881% (46.953% of spam, 63785 weighted)
# Average score for spam: 6.4 nonspam: -1.6
# Average for false-pos: 6.4 false-neg: 1.5
# TOTAL: 535902 100.00%
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 55264 99.38%
-# Correctly spam: 5967 52.48%
+# Correctly spam: 5995 52.73%
# False positives: 345 0.62%
-# False negatives: 5404 47.52%
-# TCR(l=50): 0.501942 SpamRecall: 52.476% SpamPrec: 94.534%
+# False negatives: 5375 47.27%
+# TCR(l=50): 0.502541 SpamRecall: 52.726% SpamPrec: 94.558%
##### 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: 444141 99.59%
-# Correctly spam: 19550 21.74%
+# Correctly spam: 19553 21.74%
# False positives: 1816 0.41%
-# False negatives: 70395 78.26%
-# TCR(l=50): 0.557989 SpamRecall: 21.736% SpamPrec: 91.501%
+# False negatives: 70392 78.26%
+# TCR(l=50): 0.557999 SpamRecall: 21.739% SpamPrec: 91.502%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 55381 99.59%
-# Correctly spam: 2483 21.84%
+# Correctly spam: 2499 21.98%
# False positives: 228 0.41%
-# False negatives: 8888 78.16%
-# TCR(l=50): 0.560479 SpamRecall: 21.836% SpamPrec: 91.590%
+# False negatives: 8871 78.02%
+# TCR(l=50): 0.560900 SpamRecall: 21.979% SpamPrec: 91.639%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1914941&r1=1914940&r2=1914941&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Dec 27 02:45:11 2023
@@ -1,219 +1,219 @@
-# Using score set 0 logs for revision 1914919 from:
-# ham-ena-week0.r1914919.log ham-ena-week1.r1914919.log ham-ena-week2.r1914919.log ham-ena-week3.r1914919.log ham-ena-week4.r1914919.log ham-giovanni-ham.r1914919.log ham-giovanni-spammy.r1914919.log ham-giovanni-spam.r1914919.log ham-grenier.r1914919.log ham-hege.r1914919.log ham-jhardin.r1914919.log ham-llanga.r1914919.log ham-mmiroslaw-mails-ham.r1914919.log ham-mmiroslaw-mails-spam.r1914919.log ham-spamsponge.r1914919.log ham-tsz-corpus.r1914919.log ham-whyscream.r1914919.log spam-ena-week0.r1914919.log spam-ena-week1.r1914919.log spam-ena-week2.r1914919.log spam-ena-week3.r1914919.log spam-ena-week4.r1914919.log spam-giovanni-ham.r1914919.log spam-giovanni-spammy.r1914919.log spam-giovanni-spam.r1914919.log spam-grenier.r1914919.log spam-hege.r1914919.log spam-jhardin.r1914919.log spam-llanga.r1914919.log spam-mmiroslaw-mails-ham.r1914919.log spam-mmiroslaw-mails-spam.r1914919.log spam-spamsponge.r1914919.log spam-tsz-corpus.r1914919.log spam-whyscream.r1914919.log
+# Using score set 0 logs for revision 1914929 from:
+# ham-ena-week0.r1914929.log ham-ena-week1.r1914929.log ham-ena-week2.r1914929.log ham-ena-week3.r1914929.log ham-ena-week4.r1914929.log ham-giovanni-ham.r1914929.log ham-giovanni-spammy.r1914929.log ham-giovanni-spam.r1914929.log ham-grenier.r1914929.log ham-hege.r1914929.log ham-jhardin.r1914929.log ham-llanga.r1914929.log ham-mmiroslaw-mails-ham.r1914929.log ham-mmiroslaw-mails-spam.r1914929.log ham-spamsponge.r1914929.log ham-tsz-corpus.r1914929.log ham-whyscream.r1914929.log spam-ena-week0.r1914929.log spam-ena-week1.r1914929.log spam-ena-week2.r1914929.log spam-ena-week3.r1914929.log spam-ena-week4.r1914929.log spam-giovanni-ham.r1914929.log spam-giovanni-spammy.r1914929.log spam-giovanni-spam.r1914929.log spam-grenier.r1914929.log spam-hege.r1914929.log spam-jhardin.r1914929.log spam-llanga.r1914929.log spam-mmiroslaw-mails-ham.r1914929.log spam-mmiroslaw-mails-spam.r1914929.log spam-spamsponge.r1914929.log spam-tsz-corpus.r1914929.log spam-whyscream.r1914929.log
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 0.236
+score AC_POST_EXTRAS 0.691
score ADMITS_SPAM 2.699
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.999
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.399
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.177
-score ADVANCE_FEE_5_NEW_MONEY 0.392
-score AD_PREFS 0.354
-score AMAZON_IMG_NOT_RCVD_AMZN 2.257
+score ADVANCE_FEE_3_NEW 3.199
+score ADVANCE_FEE_3_NEW_MONEY 0.542
+score ADVANCE_FEE_4_NEW 2.253
+score ADVANCE_FEE_4_NEW_MONEY 0.932
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.394
+score AD_PREFS 0.355
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 3.996
-score BITCOIN_MALF_HTML 2.253
-score BITCOIN_SPAM_02 2.499
+score BITCOIN_EXTORT_01 2.802
+score BITCOIN_MALF_HTML 0.001
+score BITCOIN_SPAM_02 2.500
score BITCOIN_SPAM_07 0.001
-score BITCOIN_TOEQFM 3.499
-score BITCOIN_VISTA 0.007
-score BITCOIN_XPRIO 2.378
-score BITCOIN_YOUR_INFO 2.888
-score BODY_SINGLE_URI 0.803
+score BITCOIN_TOEQFM 2.990
+score BITCOIN_VISTA 0.001
+score BITCOIN_XPRIO 2.473
+score BITCOIN_YOUR_INFO 2.881
+score BODY_SINGLE_URI 0.801
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.318
+score BODY_URI_ONLY 1.715
score BOGUS_MIME_VERSION 3.499
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.954
+score DEAR_BENEFICIARY 0.976
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.048
+score DYNAMIC_IMGUR 3.298
score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 2.000
-score FILL_THIS_FORM 0.390
-score FONT_INVIS_DIRECT 0.151
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FILL_THIS_FORM 0.388
+score FONT_INVIS_DIRECT 0.639
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.864
-score FONT_INVIS_POSTEXTRAS 2.355
+score FONT_INVIS_NORDNS 1.892
+score FONT_INVIS_POSTEXTRAS 1.901
score FORM_FRAUD 0.999
score FORM_FRAUD_3 0.001
-score FORM_FRAUD_5 1.726
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 2.149
-score FROM_IN_TO_AND_SUBJ 1.599
+score FORM_FRAUD_5 1.800
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 2.699
+score FROM_ADDR_WS 2.152
+score FROM_IN_TO_AND_SUBJ 1.600
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.400
-score FROM_MISSP_FREEMAIL 1.999
-score FROM_MISSP_MSFT 1.553
-score FROM_MISSP_REPLYTO 2.500
-score FROM_MISSP_TO_UNDISC 3.836
+score FROM_MISSP_DYNIP 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 0.007
+score FROM_MISSP_FREEMAIL 1.992
+score FROM_MISSP_MSFT 0.658
+score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_TO_UNDISC 3.771
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
score FROM_NTLD_REPLY_FREEMAIL 0.001
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.599
-score FROM_WSP_TRAIL 2.499
+score FROM_WSP_TRAIL 2.599
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 3.000
-score FSL_HELO_FAKE 2.699
+score FSL_HAS_TINYURL 2.999
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.382
-score FUZZY_BITCOIN 2.078
-score FUZZY_IMPORTANT 2.563
-score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.894
+score FUZZY_AMAZON 2.212
+score FUZZY_BITCOIN 1.712
+score FUZZY_IMPORTANT 2.492
+score FUZZY_WALLET 1.899
+score GB_BITCOIN_CP 1.742
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.377
-score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 4.903
-score GOOG_REDIR_NORDNS 1.050
-score GOOG_STO_IMG_HTML 2.499
-score GOOG_STO_NOIMG_HTML 2.749
-score HDRS_LCASE_IMGONLY 0.100
+score GB_FAKE_RF_SHORT 1.286
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GOOG_MALWARE_DNLD 2.564
+score GOOG_REDIR_NORDNS 1.999
+score GOOG_STO_IMG_HTML 2.501
+score GOOG_STO_NOIMG_HTML 2.991
+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 HELO_MISC_IP 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 0.999
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.241
-score HOSTED_IMG_DIRECT_MX 2.900
-score HOSTED_IMG_FREEM 2.785
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 2.909
+score HOSTED_IMG_FREEM 2.786
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.142
+score HREF_EMPTY_NORDNS 0.257
score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.637
+score HTML_ENTITY_ASCII 2.867
+score HTML_FONT_TINY_NORDNS 0.603
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.188
-score HTML_TEXT_INVISIBLE_STYLE 1.444
+score HTML_TEXT_INVISIBLE_FONT 1.187
+score HTML_TEXT_INVISIBLE_STYLE 1.454
score JH_SPAMMY_HEADERS 3.499
+score KHOP_FAKE_EBAY 0.899
score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.650
-score LONG_INVISIBLE_TEXT 2.909
+score LONG_IMG_URI 1.934
+score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.389
-score MANY_SUBDOM 3.099
-score MILLION_HUNDRED 0.418
-score MILLION_USD 1.572
+score MALFORMED_FREEMAIL 2.697
+score MANY_SUBDOM 2.999
+score MILLION_HUNDRED 0.907
+score MILLION_USD 0.789
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_CENTER_CASE 2.499
score MIXED_ES 2.199
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 2.599
+score MIXED_IMG_CASE 2.999
+score MONEY_ATM_CARD 2.374
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.899
-score MONEY_FRAUD_8 2.234
+score MONEY_FRAUD_3 0.782
+score MONEY_FRAUD_5 2.900
+score MONEY_FRAUD_8 0.436
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 0.001
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.865
+score NICE_REPLY_A -1.192
score NOT_SPAM 2.299
-score NO_FM_NAME_IP_HOSTN 1.849
+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 1.660
-score OBFU_BITCOIN 0.023
+score NSL_RCVD_HELO_USER 0.085
+score NUMBERONLY_BITCOIN_EXP 0.719
+score OBFU_BITCOIN 0.389
score OBFU_TEXT_ATTACH 1.499
score OBFU_UNSUB_UL 2.499
score ODD_FREEM_REPTO 2.999
-score PDS_BAD_THREAD_QP_64 0.999
+score PDS_BAD_THREAD_QP_64 1.000
score PDS_BTC_ID 0.499
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 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.842
-score PDS_FROM_2_EMAILS 0.352
-score PDS_FROM_NAME_TO_DOMAIN 1.056
+score PDS_FRNOM_TODOM_NAKED_TO 0.601
+score PDS_FROM_NAME_TO_DOMAIN 1.459
score PDS_HP_HELO_NORDNS 0.999
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_PHP_EVAL 0.685
+score PDS_PHP_EVAL 1.499
score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_X_PHP_WELLKNOWN 0.999
-score PHP_ORIG_SCRIPT_EVAL 2.015
-score PHP_SCRIPT 2.499
+score PDS_X_PHP_WELLKNOWN 1.000
+score PHP_ORIG_SCRIPT_EVAL 2.999
+score PHP_SCRIPT 2.500
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.638
-score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RATWARE_NO_RDNS 2.062
+score REPTO_419_FRAUD_GM_LOOSE 1.000
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.701
+score SCC_BODY_URI_ONLY 1.700
+score SCC_CANSPAM_1 2.299
score SCC_CANSPAM_2 3.799
score SCC_ISEMM_LID_1B 1.499
-score SCC_NEWBIE_HASBEENS 2.001
-score SCC_SPAMMER_ADDR_2 1.828
+score SCC_NEWBIE_HASBEENS 2.002
+score SCC_SPAMMER_ADDR_2 2.724
score SENDGRID_REDIR 1.499
-score SHOPIFY_IMG_NOT_RCVD_SFY 1.990
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 2.399
-score SHORT_SHORTNER 2.000
-score SPOOFED_FREEMAIL_NO_RDNS 0.887
+score SHORT_SHORTNER 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.868
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.418
+score STATIC_XPRIO_OLE 1.999
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score THIS_AD 1.200
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.975
+score TO_NAME_SUBJ_NO_RDNS 2.669
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.696
+score TO_NO_BRKTS_HTML_IMG 1.693
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_MSFT 1.752
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_HEX 2.299
-score TVD_SPACE_ENCODED 2.498
+score TVD_SPACE_ENCODED 2.497
score TVD_SPACE_RATIO_MINFP 2.499
score UNDISC_FREEM 2.699
-score UNDISC_MONEY 3.099
+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 2.300
+score URI_GOOGLE_PROXY 2.400
score URI_GOOG_STO_SPAMMY 2.999
score URI_ONLY_MSGID_MALF 0.001
score URI_PHISH 3.999
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.523
+score VFY_ACCT_NORDNS 2.656
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 3.299
-score WORD_INVIS 1.581
+score WORD_INVIS 1.348
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.788
-score XM_DIGITS_ONLY 2.474
+score XFER_LOTSA_MONEY 0.692
+score XM_DIGITS_ONLY 2.802
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XM_UC_ONLY 2.499
-score XPRIO 1.572
+score XPRIO 1.475
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -306,10 +306,10 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_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
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914941&r1=1914940&r2=1914941&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Dec 27 02:45:11 2023
@@ -1,204 +1,201 @@
# Using score set 1 logs for revision 1914880 from:
# ham-net-ena-week0.r1914880.log ham-net-ena-week1.r1914880.log ham-net-ena-week2.r1914880.log ham-net-ena-week3.r1914880.log ham-net-ena-week4.r1914880.log ham-net-giovanni-ham.r1914880.log ham-net-giovanni-spammy.r1914880.log ham-net-giovanni-spam.r1914880.log ham-net-grenier.r1914880.log ham-net-hege.r1914880.log ham-net-jhardin.r1914880.log ham-net-llanga.r1914880.log ham-net-mmiroslaw-mails-ham.r1914880.log ham-net-mmiroslaw-mails-spam.r1914880.log ham-net-spamsponge.r1914880.log ham-net-whyscream.r1914880.log spam-net-ena-week0.r1914880.log spam-net-ena-week1.r1914880.log spam-net-ena-week2.r1914880.log spam-net-ena-week3.r1914880.log spam-net-ena-week4.r1914880.log spam-net-giovanni-ham.r1914880.log spam-net-giovanni-spammy.r1914880.log spam-net-giovanni-spam.r1914880.log spam-net-grenier.r1914880.log spam-net-hege.r1914880.log spam-net-jhardin.r1914880.log spam-net-llanga.r1914880.log spam-net-mmiroslaw-mails-ham.r1914880.log spam-net-mmiroslaw-mails-spam.r1914880.log spam-n
et-spamsponge.r1914880.log spam-net-whyscream.r1914880.log
-score ACCT_PHISHING_MANY 2.996
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 1.835
-score ADMITS_SPAM 1.697
-score ADVANCE_FEE_2_NEW_MONEY 1.997
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 1.200
+score ADMITS_SPAM 1.699
+score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.268
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.197
-score ADVANCE_FEE_4_NEW_MONEY 0.784
+score ADVANCE_FEE_4_NEW_MONEY 0.697
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.694
-score AD_PREFS 0.264
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
-score BITCOIN_EXTORT_01 2.015
-score BITCOIN_MALF_HTML 1.297
-score BITCOIN_ONAN 2.732
-score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_05 1.141
+score ADVANCE_FEE_5_NEW_MONEY 1.692
+score AD_PREFS 0.331
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score BITCOIN_EXTORT_01 1.997
+score BITCOIN_MALF_HTML 2.749
+score BITCOIN_ONAN 2.354
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_05 2.385
score BITCOIN_SPAM_07 0.001
-score BITCOIN_TOEQFM 2.498
+score BITCOIN_TOEQFM 2.488
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.453
-score BITCOIN_YOUR_INFO 2.706
+score BITCOIN_XPRIO 1.483
+score BITCOIN_YOUR_INFO 2.709
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.209
-score CK_HELO_GENERIC 0.248
+score BODY_URI_ONLY 0.186
+score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DEAR_BENEFICIARY 1.867
-score DKIMWL_WL_HIGH -2.851
+score DEAR_BENEFICIARY 1.880
+score DKIMWL_WL_HIGH -2.755
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 0.941
-score END_FUTURE_EMAILS 2.498
+score DYNAMIC_IMGUR 2.358
+score END_FUTURE_EMAILS 2.500
score FILL_THIS_FORM 0.457
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 1.227
-score FONT_INVIS_NORDNS 0.754
-score FONT_INVIS_POSTEXTRAS 1.977
-score FORGED_SPF_HELO 3.011
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 1.257
+score FONT_INVIS_NORDNS 1.106
+score FONT_INVIS_POSTEXTRAS 2.612
+score FORGED_SPF_HELO 3.010
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 1.157
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_ADDR_WS 2.996
+score FORM_FRAUD_5 0.421
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.999
-score FROM_IN_TO_AND_SUBJ 1.380
-score FROM_MISSPACED 1.997
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.478
+score FROM_IN_TO_AND_SUBJ 1.348
+score FROM_MISSPACED 1.999
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.017
-score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 1.347
-score FROM_MISSP_REPLYTO 1.624
-score FROM_MISSP_SPF_FAIL 1.680
-score FROM_MISSP_TO_UNDISC 3.109
-score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.940
-score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.931
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 0.001 # force non-zero
+score FROM_MISSP_MSFT 1.351
+score FROM_MISSP_REPLYTO 1.644
+score FROM_MISSP_SPF_FAIL 1.496
+score FROM_MISSP_TO_UNDISC 3.051
+score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_XPRIO 0.939
+score FROM_PAYPAL_SPOOF 1.172
+score FROM_SUSPICIOUS_NTLD 0.229
+score FROM_SUSPICIOUS_NTLD_FP 1.777
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.398
-score FSL_HELO_FAKE 1.198
+score FSL_HAS_TINYURL 2.399
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.497
-score FUZZY_BITCOIN 1.038
-score FUZZY_IMPORTANT 0.182
-score FUZZY_WALLET 1.797
-score GB_BITCOIN_CP 1.860
-score GB_CUSTOM_HTM_URI 1.191
-score GB_FAKE_RF_SHORT 1.141
+score FUZZY_AMAZON 2.499
+score FUZZY_BITCOIN 1.468
+score FUZZY_IMPORTANT 0.618
+score FUZZY_WALLET 1.799
+score GB_BITCOIN_CP 1.696
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.134
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 0.390
+score GB_HASHBL_BTC 0.293
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.522
-score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 2.497
+score GOOG_STO_IMG_HTML 2.527
+score GOOG_STO_NOIMG_HTML 2.999
+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
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+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 1.498
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.998
+score HELO_NO_DOMAIN 0.001 # force non-zero
+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 0.999
-score HK_RANDOM_REPLYTO 0.997
-score HK_SCAM 1.997
-score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 3.209
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_BADATTR 0.322
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_FREEM 3.213
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HTML_BADATTR 0.999
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 1.324
-score HTML_TEXT_INVISIBLE_STYLE 2.427
-score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.256
-score LIST_PARTIAL_SHORT_MSG 1.546
-score LONG_HEX_URI 2.996
-score LONG_IMG_URI 2.996
-score LONG_INVISIBLE_TEXT 2.681
+score HTML_SINGLET_MANY 2.499
+score HTML_TEXT_INVISIBLE_FONT 1.297
+score HTML_TEXT_INVISIBLE_STYLE 2.431
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.259
+score LIST_PARTIAL_SHORT_MSG 1.543
+score LONG_HEX_URI 2.999
+score LONG_IMG_URI 2.999
+score LONG_INVISIBLE_TEXT 2.694
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.997
-score MALFORMED_FREEMAIL 2.297
-score MILLION_HUNDRED 0.001
-score MILLION_USD 1.997
+score LOTTO_DEPT 1.999
+score MALFORMED_FREEMAIL 2.399
+score MILLION_HUNDRED 0.001 # force non-zero
+score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_CENTER_CASE 1.750
-score MIXED_ES 2.097
-score MIXED_HREF_CASE 1.997
-score MONEY_ATM_CARD 1.278
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.497
+score MIXED_CENTER_CASE 2.414
+score MIXED_ES 2.099
+score MIXED_HREF_CASE 1.999
+score MONEY_ATM_CARD 2.246
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 2.499
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.596
-score MONEY_FRAUD_8 2.017
-score MONEY_FREEMAIL_REPTO 1.403
+score MONEY_FRAUD_5 2.599
+score MONEY_FRAUD_8 2.576
+score MONEY_FREEMAIL_REPTO 1.404
score MONEY_FROM_MISSP 0.001
-score NA_DOLLARS 1.498
-score NICE_REPLY_A -1.197
+score NA_DOLLARS 1.499
+score NICE_REPLY_A -3.291
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.357
-score OBFU_BITCOIN 1.783
-score OBFU_TEXT_ATTACH 1.597
-score ODD_FREEM_REPTO 2.254
-score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BTC_ID 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.396
+score OBFU_BITCOIN 1.247
+score OBFU_TEXT_ATTACH 1.599
+score ODD_FREEM_REPTO 2.247
+score PDS_BAD_THREAD_QP_64 0.999
+score PDS_BTC_ID 0.110
score PDS_BTC_MSGID 0.001
-score PDS_EMPTYSUBJ_URISHRT 1.498
+score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.679
-score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HELO_SPF_FAIL 1.997
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.997
-score PDS_TINYSUBJ_URISHRT 1.498
-score PHP_SCRIPT 2.298
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_TINYSUBJ_URISHRT 1.500
+score PHP_SCRIPT 2.297
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.861
-score RCVD_IN_MSPIKE_H2 -0.001
+score RAND_MKTG_HEADER 2.000
+score RATWARE_NO_RDNS 2.999
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.064
-score SCC_CANSPAM_2 2.896
-score SCC_ISEMM_LID_1B 1.498
-score SCC_NEWBIE_HASBEENS 2.181
-score SCC_SPAMMER_ADDR_2 2.144
-score SENDGRID_REDIR 1.045
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.397
-score SHORT_SHORTNER 1.997
+score SCC_BODY_URI_ONLY 2.063
+score SCC_CANSPAM_2 2.999
+score SCC_ISEMM_LID_1B 1.499
+score SCC_NEWBIE_HASBEENS 2.611
+score SCC_SPAMMER_ADDR_2 0.731
+score SENDGRID_REDIR 1.066
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENED_URL_SRC 2.399
+score SHORT_SHORTNER 2.000
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.541
-score STATIC_XPRIO_OLE 0.761
-score SUBJ_ATTENTION 0.498
+score SPOOFED_FREEM_REPTO 1.542
+score STATIC_XPRIO_OLE 0.768
+score SUBJ_ATTENTION 0.499
score THIS_AD 0.699
-score TO_EQ_FM_DIRECT_MX 2.497
-score TO_EQ_FM_DOM_SPF_FAIL 1.624
-score TO_EQ_FM_HTML_ONLY 0.120
-score TO_EQ_FM_SPF_FAIL 0.001
+score TO_EQ_FM_DIRECT_MX 2.500
+score TO_EQ_FM_DOM_SPF_FAIL 0.828
+score TO_EQ_FM_HTML_ONLY 0.154
+score TO_EQ_FM_SPF_FAIL 0.762
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.967
-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 2.275
-score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.477
+score TO_NAME_SUBJ_NO_RDNS 2.999
+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 2.273
+score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_PCNT 2.499
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.596
-score UNDISC_MONEY 2.796
-score UNICODE_OBFU_ZW_MANY 0.492
-score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 1.597
-score URI_PHISH 3.995
-score URI_TRY_3LD 1.997
-score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.996
-score VISTA_TONOM_EQ_TOLOC 2.497
-score WIKI_IMG 1.997
-score WORD_INVIS 1.897
-score WORD_INVIS_MANY 2.996
+score UNDISC_FREEM 2.599
+score UNDISC_MONEY 2.799
+score UNICODE_OBFU_ZW_MANY 0.496
+score URI_DOTEDU 1.999
+score URI_GOOGLE_PROXY 1.599
+score URI_PHISH 4.000
+score URI_TRY_3LD 2.000
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.999
+score VISTA_TONOM_EQ_TOLOC 2.499
+score WIKI_IMG 1.999
+score WORD_INVIS 1.898
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 2.497
-score XM_UC_ONLY 2.497
-score XPRIO 0.001
+score XM_DIGITS_ONLY 1.011
+score XM_RANDOM 2.500
+score XM_UC_ONLY 2.499
+score XPRIO 0.001 # force non-zero
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -310,6 +307,7 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_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=1914941&r1=1914940&r2=1914941&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Dec 27 02:45:11 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 464784 61.300% (99.178% of non-spam corpus)
-# Correctly spam: 192466 25.384% (66.466% of spam corpus)
-# False positives: 3853 0.508% (0.822% of nonspam, 78235 weighted)
-# False negatives: 97103 12.807% (33.534% of spam, 182206 weighted)
-# Average score for spam: 7.2 nonspam: 0.6
-# Average for false-pos: 6.6 false-neg: 1.9
-# TOTAL: 758206 100.00%
+# Correctly non-spam: 461105 60.767% (99.193% of non-spam corpus)
+# Correctly spam: 196964 25.957% (67.005% of spam corpus)
+# False positives: 3753 0.495% (0.807% of nonspam, 77147 weighted)
+# False negatives: 96989 12.782% (32.995% of spam, 180249 weighted)
+# Average score for spam: 6.8 nonspam: 0.6
+# Average for false-pos: 6.5 false-neg: 1.9
+# TOTAL: 758811 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 58013 99.19%
-# Correctly spam: 23047 63.68%
-# False positives: 473 0.81%
-# False negatives: 13143 36.32%
-# TCR(l=50): 0.983611 SpamRecall: 63.683% SpamPrec: 97.989%
+# Correctly non-spam: 57539 99.24%
+# Correctly spam: 23242 63.33%
+# False positives: 442 0.76%
+# False negatives: 13458 36.67%
+# TCR(l=50): 1.032117 SpamRecall: 63.330% SpamPrec: 98.134%
##### 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: 456383 97.39%
-# Correctly spam: 121845 42.08%
-# False positives: 12254 2.61%
-# False negatives: 167724 57.92%
-# TCR(l=50): 0.371041 SpamRecall: 42.078% SpamPrec: 90.862%
+# Correctly non-spam: 452646 97.37%
+# Correctly spam: 127481 43.37%
+# False positives: 12212 2.63%
+# False negatives: 166472 56.63%
+# TCR(l=50): 0.378283 SpamRecall: 43.368% SpamPrec: 91.258%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 56959 97.39%
-# Correctly spam: 15297 42.27%
-# False positives: 1527 2.61%
-# False negatives: 20893 57.73%
-# TCR(l=50): 0.372160 SpamRecall: 42.269% SpamPrec: 90.924%
+# Correctly non-spam: 56429 97.32%
+# Correctly spam: 15791 43.03%
+# False positives: 1552 2.68%
+# False negatives: 20909 56.97%
+# TCR(l=50): 0.372555 SpamRecall: 43.027% SpamPrec: 91.051%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914941&r1=1914940&r2=1914941&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Dec 27 02:45:11 2023
@@ -1,10 +1,10 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 443115 82.686% (99.363% of non-spam corpus)
-# Correctly spam: 47615 8.885% (52.938% of spam corpus)
-# False positives: 2842 0.530% (0.637% of nonspam, 36954 weighted)
-# False negatives: 42330 7.899% (47.062% of spam, 64240 weighted)
+# Correctly non-spam: 443086 82.680% (99.356% of non-spam corpus)
+# Correctly spam: 47713 8.903% (53.047% of spam corpus)
+# False positives: 2871 0.536% (0.644% of nonspam, 37247 weighted)
+# False negatives: 42232 7.881% (46.953% of spam, 63785 weighted)
# Average score for spam: 6.4 nonspam: -1.6
# Average for false-pos: 6.4 false-neg: 1.5
# TOTAL: 535902 100.00%
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 55264 99.38%
-# Correctly spam: 5967 52.48%
+# Correctly spam: 5995 52.73%
# False positives: 345 0.62%
-# False negatives: 5404 47.52%
-# TCR(l=50): 0.501942 SpamRecall: 52.476% SpamPrec: 94.534%
+# False negatives: 5375 47.27%
+# TCR(l=50): 0.502541 SpamRecall: 52.726% SpamPrec: 94.558%
##### 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: 444141 99.59%
-# Correctly spam: 19550 21.74%
+# Correctly spam: 19553 21.74%
# False positives: 1816 0.41%
-# False negatives: 70395 78.26%
-# TCR(l=50): 0.557989 SpamRecall: 21.736% SpamPrec: 91.501%
+# False negatives: 70392 78.26%
+# TCR(l=50): 0.557999 SpamRecall: 21.739% SpamPrec: 91.502%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 55381 99.59%
-# Correctly spam: 2483 21.84%
+# Correctly spam: 2499 21.98%
# False positives: 228 0.41%
-# False negatives: 8888 78.16%
-# TCR(l=50): 0.560479 SpamRecall: 21.836% SpamPrec: 91.590%
+# False negatives: 8871 78.02%
+# TCR(l=50): 0.560900 SpamRecall: 21.979% SpamPrec: 91.639%