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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/11/03 02:43:06 UTC
svn commit: r1905032 [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=1905032&r1=1905031&r2=1905032&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Nov 3 02:43:06 2022
@@ -1,177 +1,186 @@
-# Using score set 0 logs for revision 1904965 from:
-# ham-ena-week0.r1904965.log ham-ena-week1.r1904965.log ham-ena-week2.r1904965.log ham-ena-week3.r1904965.log ham-ena-week4.r1904965.log ham-giovanni-ham.r1904965.log ham-giovanni-spammy.r1904965.log ham-giovanni-spam.r1904965.log ham-grenier.r1904965.log ham-hege.r1904965.log ham-jhardin.r1904965.log ham-mmiroslaw-mails-ham.r1904965.log ham-mmiroslaw-mails-spam.r1904965.log ham-thendrikx.r1904965.log ham-tsz-spam-corpus.r1904965.log spam-ena-week0.r1904965.log spam-ena-week1.r1904965.log spam-ena-week2.r1904965.log spam-ena-week3.r1904965.log spam-ena-week4.r1904965.log spam-giovanni-ham.r1904965.log spam-giovanni-spammy.r1904965.log spam-giovanni-spam.r1904965.log spam-grenier.r1904965.log spam-hege.r1904965.log spam-jhardin.r1904965.log spam-mmiroslaw-mails-ham.r1904965.log spam-mmiroslaw-mails-spam.r1904965.log spam-thendrikx.r1904965.log spam-tsz-spam-corpus.r1904965.log
+# Using score set 0 logs for revision 1904991 from:
+# ham-ena-week0.r1904991.log ham-ena-week1.r1904991.log ham-ena-week2.r1904991.log ham-ena-week3.r1904991.log ham-ena-week4.r1904991.log ham-giovanni-ham.r1904991.log ham-giovanni-spammy.r1904991.log ham-giovanni-spam.r1904991.log ham-grenier.r1904991.log ham-hege.r1904991.log ham-jhardin.r1904991.log ham-mmiroslaw-mails-ham.r1904991.log ham-mmiroslaw-mails-spam.r1904991.log ham-thendrikx.r1904991.log ham-tsz-spam-corpus.r1904991.log spam-ena-week0.r1904991.log spam-ena-week1.r1904991.log spam-ena-week2.r1904991.log spam-ena-week3.r1904991.log spam-ena-week4.r1904991.log spam-giovanni-ham.r1904991.log spam-giovanni-spammy.r1904991.log spam-giovanni-spam.r1904991.log spam-grenier.r1904991.log spam-hege.r1904991.log spam-jhardin.r1904991.log spam-mmiroslaw-mails-ham.r1904991.log spam-mmiroslaw-mails-spam.r1904991.log spam-thendrikx.r1904991.log spam-tsz-spam-corpus.r1904991.log
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.501
-score AC_HTML_NONSENSE_TAGS 2.000
+score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 2.399
score ADVANCE_FEE_2_NEW_MONEY 2.000
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_MONEY 2.229
+score ADVANCE_FEE_3_NEW_MONEY 0.733
score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 1.825
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.079
score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.249
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.032
-score BIGNUM_EMAILS_MANY 1.943
-score BITCOIN_EXTORT_01 4.550
-score BITCOIN_MALF_HTML 2.508
-score BITCOIN_ONAN 1.222
+score BIGNUM_EMAILS_FREEM 1.323
+score BIGNUM_EMAILS_MANY 2.977
+score BITCOIN_EXTORT_01 3.292
+score BITCOIN_MALF_HTML 3.499
+score BITCOIN_MALWARE 0.001
+score BITCOIN_ONAN 2.999
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_09 1.499
-score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.001
-score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.967
-score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML 2.499
+score BITCOIN_XPRIO 0.870
+score BITCOIN_YOUR_INFO 2.102
+score BODY_URI_ONLY 2.752
+score BOGUS_MSM_HDRS 2.999
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 1.000
score DATE_IN_FUTURE_Q_PLUS 2.699
-score DEAR_BENEFICIARY 3.200
-score DX_TEXT_03 1.300
+score DEAR_BENEFICIARY 3.199
+score DX_TEXT_03 1.299
score ENCRYPTED_MESSAGE -0.999
-score FBI_MONEY 0.001
-score FBI_SPOOF 1.404
-score FILL_THIS_FORM 2.499
-score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
+score END_FUTURE_EMAILS 2.499
+score FBI_MONEY 1.167
+score FBI_SPOOF 0.916
+score FILL_THIS_FORM 1.099
+score FONT_INVIS_DIRECT 0.281
+score FONT_INVIS_LONG_LINE 3.000
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.250
-score FONT_INVIS_POSTEXTRAS 0.185
-score FORM_FRAUD_5 2.021
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 1.686
+score FONT_INVIS_NORDNS 1.885
+score FONT_INVIS_POSTEXTRAS 0.835
+score FORM_FRAUD 0.001
+score FORM_FRAUD_3 2.399
+score FORM_FRAUD_5 0.922
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROM_2_EMAILS_SHORT 1.488
+score FROM_ADDR_WS 2.999
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 2.486
+score FROM_MISSP_DYNIP 1.873
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 1.655
-score FROM_MISSP_MSFT 2.648
-score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_MULTI_NORDNS 1.352
-score FROM_NTLD_REPLY_FREEMAIL 1.620
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_CTYPE_WIN1251 0.747
-score FSL_NEW_HELO_USER 0.001
+score FROM_MISSP_FREEMAIL 2.214
+score FROM_MISSP_MSFT 3.199
+score FROM_MISSP_USER 0.001
+score FROM_MULTI_NORDNS 1.218
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FSL_CTYPE_WIN1251 0.001
+score FSL_HELO_FAKE 2.811
+score FSL_NEW_HELO_USER 0.038
score FUZZY_AMAZON 2.499
-score FUZZY_IMPORTANT 2.499
-score FUZZY_SECURITY 2.800
-score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.499
+score FUZZY_IMPORTANT 2.399
+score FUZZY_SECURITY 2.799
+score GB_FAKE_RF_SHORT 1.998
+score GB_FREEMAIL_DISPTO 0.500
score GB_GOOGLE_OBFUR 0.749
score GB_URI_FLEEK_STO_HTM 1.000
-score GOOG_REDIR_NORDNS 2.601
+score GOOG_REDIR_NORDNS 2.501
score GOOG_STO_IMG_NOHTML 2.499
-score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 1.505
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.500
-score HDR_ORDER_FTSDMCXX_DIRECT 0.135
+score GOOG_STO_NOIMG_HTML 3.000
+score HAS_X_OUTGOING_SPAM_STAT 0.995
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.499
+score HDR_ORDER_FTSDMCXX_DIRECT 0.064
score HDR_ORDER_FTSDMCXX_NORDNS 2.353
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 1.000
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 1.000
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 2.499
+score HOSTED_IMG_DIRECT_MX 0.976
score HTML_ENTITY_ASCII 2.999
-score HTML_OFF_PAGE 2.999
+score HTML_OFF_PAGE 3.000
+score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 3.599
-score HTML_TEXT_INVISIBLE_STYLE 0.240
-score IMG_DIRECT_TO_MX 0.086
+score HTML_TEXT_INVISIBLE_FONT 1.188
+score HTML_TEXT_INVISIBLE_STYLE 1.887
score JH_SPAMMY_HEADERS 3.499
-score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.402
-score LONG_INVISIBLE_TEXT 2.999
+score KHOP_HELO_FCRDNS 0.400
+score LONG_HEX_URI 3.000
+score LONG_IMG_URI 2.005
+score LONG_INVISIBLE_TEXT 2.252
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.500
-score MALWARE_NORDNS 0.502
-score MALW_ATTACH 2.300
+score LOTTO_AGENT 1.499
+score MALWARE_NORDNS 0.501
+score MALW_ATTACH 2.399
score MILLION_HUNDRED 0.001
-score MIMEOLE_DIRECT_TO_MX 1.864
+score MIMEOLE_DIRECT_TO_MX 1.843
score MIXED_ES 2.499
-score MIXED_HREF_CASE 1.300
-score MONEY_ATM_CARD 1.519
+score MIXED_HREF_CASE 0.715
+score MONEY_ATM_CARD 2.258
score MONEY_FORM_SHORT 2.499
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.124
+score MONEY_FRAUD_5 0.695
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 1.211
-score MONEY_FROM_MISSP 1.679
-score MSMAIL_PRI_ABNORMAL 0.633
-score NA_DOLLARS 0.001
-score NICE_REPLY_A -3.613
-score NORDNS_LOW_CONTRAST 1.637
+score MONEY_FROM_41 1.137
+score MONEY_FROM_MISSP 1.680
+score MSMAIL_PRI_ABNORMAL 1.022
+score NA_DOLLARS 0.001 # force non-zero
+score NICE_REPLY_A -2.693
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.169
-score NUMBERONLY_BITCOIN_EXP 1.686
-score OBFU_TEXT_ATTACH 0.291
-score ODD_FREEM_REPTO 2.999
-score PDS_BTC_ID 0.500
+score NSL_RCVD_FROM_USER 0.208
+score NSL_RCVD_HELO_USER 1.484
+score NUMBERONLY_BITCOIN_EXP 0.755
+score OBFU_TEXT_ATTACH 1.092
+score ODD_FREEM_REPTO 3.000
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_FROM_2_EMAILS 3.499
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.750
-score PDS_OTHER_BAD_TLD 1.999
+score PDS_OTHER_BAD_TLD 2.000
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORT_SPOOFED_URL 2.000
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
-score PHP_ORIG_SCRIPT 2.499
+score PHP_ORIG_SCRIPT 2.500
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.607
-score RDNS_NUM_TLD_XM 0.689
+score RATWARE_NO_RDNS 2.616
score REPTO_419_FRAUD_GM 2.999
-score SCC_CANSPAM_2 0.797
-score SCC_ISEMM_LID_1A 2.841
+score RISK_FREE 0.921
+score SCC_CANSPAM_2 0.397
+score SCC_ISEMM_LID_1A 3.188
score SCC_ISEMM_LID_1B 1.499
-score SCC_THREE_WORD_MONTY 2.699
-score SENDGRID_REDIR 1.499
+score SCC_THREE_WORD_MONTY 2.299
+score SENDGRID_REDIR 0.401
score SERGIO_SUBJECT_VIAGRA01 0.398
-score SHARE_50_50 1.012
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.033
-score SHORTENER_SHORT_IMG 0.001 # force non-zero
-score SHORT_SHORTNER 2.000
-score STATIC_XPRIO_OLE 0.692
-score THIS_AD 0.500
-score TO_NAME_SUBJ_NO_RDNS 2.708
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.036
+score SHORTENER_SHORT_IMG 0.001
+score SHORT_SHORTNER 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.338
+score SPOOF_GMAIL_MID 1.499
+score STATIC_XPRIO_OLE 0.005
+score THIS_AD 0.499
+score TO_NAME_SUBJ_NO_RDNS 2.855
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_IMG 1.784
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 0.689
-score TVD_RCVD_SPACE_BRACKET 3.199
+score TO_NO_BRKTS_PCNT 0.045
+score TVD_RCVD_SPACE_BRACKET 1.985
score UNDISC_FREEM 3.099
score UNDISC_MONEY 3.399
score UNICODE_OBFU_ASC 2.499
score URI_DOTEDU 1.999
-score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.299
-score URI_PHISH 3.999
+score URI_FIREBASEAPP 3.000
+score URI_GOOGLE_PROXY 2.399
+score URI_ONLY_MSGID_MALF 1.003
+score URI_PHISH 3.895
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.948
-score URI_WPADMIN 2.699
+score URI_TRY_3LD 1.950
+score URI_WPADMIN 2.599
+score URI_WP_HACKED 2.751
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.522
+score VFY_ACCT_NORDNS 2.999
score WORD_INVIS 0.001
-score WORD_INVIS_MANY 3.000
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.999
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO_SHORT_SUBJ 1.914
+score XPRIO 1.719
+score XPRIO_SHORT_SUBJ 1.294
score XPRIO_URL_SHORTNER 0.999
-score YOU_INHERIT 1.002
+score YOU_INHERIT 1.766
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -193,7 +202,6 @@ score BITCOIN_BOMB 1.0
score BITCOIN_DEADLINE 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
-score BITCOIN_MALWARE 1.000
score BITCOIN_OBFU_SUBJ 1.000
score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
@@ -205,29 +213,26 @@ score BITCOIN_SPAM_10 1.0
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BODY_EMAIL_419_FRAUD_GM 1.000
-score BODY_URI_ONLY 1.000
+score BOGUS_MIME_VERSION 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
score BTC_ORG 1.000
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
+score CONTENT_AFTER_HTML 1.000
score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
score DOTGOV_IMAGE 1.000
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
-score END_FUTURE_EMAILS 1.000
score ENVFROM_GOOG_TRIX 1.000
score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 1.000
-score FORM_FRAUD 1.000
score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
-score FROM_ADDR_WS 1.000
-score FROM_MISSP_REPLYTO 1.000
score FROM_NTLD_LINKBAIT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_CUSTOM_HTM_URI 1.000
@@ -248,16 +253,14 @@ score HEXHASH_WORD 1.0
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
+score HOSTED_IMG_FREEM 1.000
score HOSTED_IMG_MULTI 1.000
score HOSTED_IMG_MULTI_PUB_01 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
-score HTML_SINGLET_MANY 1.000
-score HTML_TEXT_INVISIBLE_FONT 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
-score KHOP_HELO_FCRDNS 0.400
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
score LIST_PRTL_PUMPDUMP 1.000
score LIST_PRTL_SAME_USER 1.000
@@ -279,6 +282,7 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.750
score PDS_PHP_EVAL 1.000
score PDS_TINYSUBJ_URISHRT 1.000
score PHISH_AZURE_CLOUDAPP 3.500
@@ -295,6 +299,7 @@ score RAND_HEADER_MANY 1.0
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
+score RDNS_NUM_TLD_XM 1.000
score READY_TO_SHIP 1.000
score REPTO_419_FRAUD 1.000
score REPTO_419_FRAUD_AOL 1.000
@@ -314,8 +319,6 @@ score SCC_ISEMM_LID_1 1.0
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
score SHORT_IMG_SUSP_NTLD 1.000
-score SPOOFED_FREEMAIL_NO_RDNS 1.000
-score SPOOF_GMAIL_MID 1.000
score STOCK_TIP 1.000
score SUBJ_BRKN_WORDNUMS 1.000
score SUSP_UTF8_WORD_FROM 1.000
@@ -326,8 +329,6 @@ score THIS_IS_ADV_SUSP_NTLD 1.0
score TONLINE_FAKE_DKIM 1.000
score TO_EQ_FM_DIRECT_MX 1.000
score TO_IN_SUBJ 0.100
-score TVD_SPACE_ENCODED 1.000
-score TVD_SPACE_RATIO_MINFP 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
@@ -341,17 +342,14 @@ score URI_GOOG_STO_SPAMMY 3.0
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
-score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
-score URI_WP_HACKED 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WANT_TO_ORDER 1.000
score XM_DIGITS_ONLY 1.000
-score XPRIO 1.000
score YOUR_DELIVERY_ADDRESS 1.000
# in active.list but have no hits in recent corpus
score ARC_SIGNED 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1905032&r1=1905031&r2=1905032&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Nov 3 02:43:06 2022
@@ -3,88 +3,87 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 1.684
-score AC_HTML_NONSENSE_TAGS 2.000
+score AC_FROM_MANY_DOTS 1.665
+score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 2.399
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.500
-score ADVANCE_FEE_3_NEW_MONEY 2.318
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_MONEY 2.682
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.008
-score AD_PREFS 0.500
-score AMAZON_IMG_NOT_RCVD_AMZN 1.853
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 1.387
-score BIGNUM_EMAILS_MANY 1.207
-score BITCOIN_EXTORT_01 2.613
-score BITCOIN_MALF_HTML 2.497
-score BITCOIN_MALWARE 2.110
-score BITCOIN_ONAN 1.352
-score BITCOIN_SPAM_02 0.356
+score ADVANCE_FEE_5_NEW_MONEY 0.024
+score AD_PREFS 0.499
+score AMAZON_IMG_NOT_RCVD_AMZN 1.851
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score BIGNUM_EMAILS_FREEM 2.075
+score BIGNUM_EMAILS_MANY 2.244
+score BITCOIN_EXTORT_01 2.615
+score BITCOIN_MALF_HTML 2.544
+score BITCOIN_MALWARE 3.246
+score BITCOIN_ONAN 2.097
+score BITCOIN_SPAM_02 0.363
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.997
+score BITCOIN_SPAM_05 0.851
score BITCOIN_SPAM_09 1.499
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.999
score BODY_URI_ONLY 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.316
-score CK_HELO_GENERIC 0.001
+score BOGUS_MSM_HDRS 1.665
+score CK_HELO_GENERIC 0.001 # force non-zero
score CONTENT_AFTER_HTML 2.499
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score CTE_8BIT_MISMATCH 0.001
score DATE_IN_FUTURE_Q_PLUS 2.699
score DEAR_BENEFICIARY 2.999
-score DKIMWL_BL 1.423
-score DKIMWL_WL_HIGH -1.048
+score DKIMWL_BL 1.418
+score DKIMWL_WL_HIGH -1.047
score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
-score DX_TEXT_03 1.400
+score DX_TEXT_03 1.399
score ENCRYPTED_MESSAGE -0.999
-score FILL_THIS_FORM 0.957
-score FONT_INVIS_DIRECT 0.001
+score FILL_THIS_FORM 1.123
+score FONT_INVIS_DIRECT 0.148
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.279
-score FONT_INVIS_NORDNS 1.224
-score FONT_INVIS_POSTEXTRAS 1.788
-score FORGED_SPF_HELO 0.344
-score FORM_FRAUD 0.176
-score FORM_FRAUD_5 2.176
+score FONT_INVIS_MSGID 2.201
+score FONT_INVIS_NORDNS 2.499
+score FONT_INVIS_POSTEXTRAS 0.287
+score FORGED_SPF_HELO 0.357
+score FORM_FRAUD 0.175
+score FORM_FRAUD_5 2.368
score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_2_EMAILS_SHORT 2.454
+score FROM_2_EMAILS_SHORT 2.264
score FROM_FMBLA_NEWDOM 0.001
score FROM_FMBLA_NEWDOM14 0.001
-score FROM_FMBLA_NEWDOM28 0.001
-score FROM_GOV_DKIM_AU -0.110
+score FROM_FMBLA_NEWDOM28 0.001 # force non-zero
+score FROM_GOV_DKIM_AU -0.773
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 2.499
+score FROM_MISSP_DYNIP 2.497
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 0.942
+score FROM_MISSP_FREEMAIL 1.202
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.493
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.327
-score FROM_PAYPAL_SPOOF 1.234
-score FROM_SUSPICIOUS_NTLD 0.432
-score FROM_SUSPICIOUS_NTLD_FP 1.036
-score FSL_BULK_SIG 0.132
+score FROM_MULTI_NORDNS 1.906
+score FROM_PAYPAL_SPOOF 1.258
+score FROM_SUSPICIOUS_NTLD 0.403
+score FROM_SUSPICIOUS_NTLD_FP 1.063
+score FSL_BULK_SIG 0.149
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.599
score FUZZY_IMPORTANT 2.499
-score FUZZY_SECURITY 2.699
-score FUZZY_WALLET 0.001 # force non-zero
+score FUZZY_SECURITY 2.700
+score FUZZY_WALLET 0.001
score GB_FAKE_RF_SHORT 2.000
-score GB_FREEMAIL_DISPTO 0.500
-score GB_GOOGLE_OBFUR 0.749
-score GB_HASHBL_BTC 2.161
+score GB_FREEMAIL_DISPTO 0.499
+score GB_GOOGLE_OBFUR 0.750
+score GB_HASHBL_BTC 2.169
score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_REDIR_NORDNS 3.200
+score GOOG_REDIR_NORDNS 3.199
score GOOG_STO_IMG_NOHTML 2.499
-score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 1.054
-score HDRS_MISSP 2.499
+score GOOG_STO_NOIMG_HTML 3.000
+score HAS_X_OUTGOING_SPAM_STAT 1.112
+score HDRS_MISSP 2.398
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
@@ -92,113 +91,108 @@ score HELO_NO_DOMAIN 0.0
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 2.000
-score HOSTED_IMG_DIRECT_MX 0.437
-score HTML_ENTITY_ASCII 2.791
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 1.890
+score HTML_ENTITY_ASCII 2.661
score HTML_OFF_PAGE 2.999
score HTML_TAG_BALANCE_CENTER 3.499
-score HTML_TEXT_INVISIBLE_FONT 0.169
+score HTML_TEXT_INVISIBLE_FONT 0.247
score HTML_TEXT_INVISIBLE_STYLE 3.499
-score IMG_DIRECT_TO_MX 0.833
-score JH_SPAMMY_HEADERS 3.499
+score JH_SPAMMY_HEADERS 3.500
score KHOP_HELO_FCRDNS 0.399
-score LONG_HEX_URI 1.614
-score LONG_IMG_URI 0.076
-score LONG_INVISIBLE_TEXT 1.746
+score LONG_HEX_URI 1.616
+score LONG_IMG_URI 0.737
+score LONG_INVISIBLE_TEXT 1.737
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score MALWARE_NORDNS 2.064
-score MALW_ATTACH 2.299
+score MALWARE_NORDNS 2.889
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 0.771
-score MIXED_HREF_CASE 1.695
-score MONEY_ATM_CARD 0.092
+score MIXED_ES 0.769
+score MIXED_HREF_CASE 1.585
+score MONEY_ATM_CARD 0.001
score MONEY_FORM_SHORT 2.499
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.787
-score MONEY_FRAUD_8 0.015
-score MONEY_FREEMAIL_REPTO 0.753
+score MONEY_FRAUD_5 0.765
+score MONEY_FRAUD_8 0.018
+score MONEY_FREEMAIL_REPTO 0.771
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSMAIL_PRI_ABNORMAL 0.303
-score NA_DOLLARS 0.001
+score MSMAIL_PRI_ABNORMAL 0.736
+score NA_DOLLARS 0.001 # force non-zero
score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 2.499
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.474
-score NUMBERONLY_BITCOIN_EXP 1.999
-score OBFU_TEXT_ATTACH 1.799
-score ODD_FREEM_REPTO 2.947
-score PDS_BTC_ID 0.486
-score PDS_BTC_MSGID 0.001
-score PDS_HELO_SPF_FAIL 1.023
-score PDS_NAKED_TO_NUMERO 1.999
+score NSL_RCVD_HELO_USER 0.467
+score NUMBERONLY_BITCOIN_EXP 1.192
+score OBFU_TEXT_ATTACH 0.189
+score ODD_FREEM_REPTO 2.945
+score PDS_BTC_ID 0.478
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_HELO_SPF_FAIL 0.771
+score PDS_NAKED_TO_NUMERO 2.000
score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHP_EVAL 1.499
-score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
+score PDS_OTHER_BAD_TLD 2.000
+score PDS_PHP_EVAL 1.500
+score PDS_RDNS_DYNAMIC_FP 0.001
score PDS_SHORT_SPOOFED_URL 1.999
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PHP_ORIG_SCRIPT 2.037
-score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.490
-score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
+score PHP_ORIG_SCRIPT 1.864
+score PHP_ORIG_SCRIPT_EVAL 3.000
+score PHP_SCRIPT 2.432
+score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.149
-score SCC_CANSPAM_2 0.004
-score SCC_ISEMM_LID_1A 3.443
-score SCC_ISEMM_LID_1B 0.719
+score RDNS_NUM_TLD_XM 0.975
+score SCC_CANSPAM_2 0.002
+score SCC_ISEMM_LID_1A 2.313
+score SCC_ISEMM_LID_1B 0.742
score SCC_THREE_WORD_MONTY 2.599
score SENDGRID_REDIR 1.067
-score SERGIO_SUBJECT_VIAGRA01 1.936
-score SHARE_50_50 1.061
-score SHOPIFY_IMG_NOT_RCVD_SFY 0.641
-score SHORTENER_SHORT_IMG 1.155
+score SERGIO_SUBJECT_VIAGRA01 0.693
+score SHARE_50_50 1.032
+score SHOPIFY_IMG_NOT_RCVD_SFY 0.645
+score SHORTENER_SHORT_IMG 1.153
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
-score SPOOF_GMAIL_MID 0.001 # force non-zero
+score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 0.001
score THIS_AD 0.699
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_SPF_FAIL 0.001
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_NORDNS_HTML 1.825
-score TO_NO_BRKTS_PCNT 1.323
-score TVD_RCVD_SPACE_BRACKET 2.009
-score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.999
+score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_PCNT 1.290
+score TVD_RCVD_SPACE_BRACKET 1.003
+score UNDISC_FREEM 2.899
score UNDISC_MONEY 3.199
-score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_ASC 2.500
score URI_DOTEDU 1.999
score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 0.698
-score URI_PHISH 3.398
-score URI_PHP_REDIR 3.298
+score URI_GOOGLE_PROXY 0.692
+score URI_PHISH 3.396
+score URI_PHP_REDIR 3.300
score URI_TRY_3LD 0.001
score URI_WPADMIN 2.599
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.622
+score VFY_ACCT_NORDNS 2.718
score WORD_INVIS 0.001
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.506
+score XFER_LOTSA_MONEY 0.489
score XM_RANDOM 2.499
-score XM_RECPTID 2.451
+score XM_RECPTID 2.452
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 1.521
-score XPRIO_URL_SHORTNER 0.999
-score YOU_INHERIT 0.338
+score XPRIO_SHORT_SUBJ 0.001
+score XPRIO_URL_SHORTNER 1.000
+score YOU_INHERIT 0.127
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1905032&r1=1905031&r2=1905032&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Nov 3 02:43:06 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 219367 65.230% (99.603% of non-spam corpus)
-# Correctly spam: 85425 25.402% (73.606% of spam corpus)
-# False positives: 874 0.260% (0.397% of nonspam, 16138 weighted)
-# False negatives: 30632 9.109% (26.394% of spam, 47319 weighted)
-# Average score for spam: 10.0 nonspam: 0.6
+# Correctly non-spam: 223212 65.812% (99.579% of non-spam corpus)
+# Correctly spam: 87124 25.688% (75.753% of spam corpus)
+# False positives: 944 0.278% (0.421% of nonspam, 16848 weighted)
+# False negatives: 27886 8.222% (24.247% of spam, 42362 weighted)
+# Average score for spam: 11.3 nonspam: 0.7
# Average for false-pos: 7.0 false-neg: 1.5
-# TOTAL: 336298 100.00%
+# TOTAL: 339166 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 27435 99.61%
-# Correctly spam: 10701 73.18%
-# False positives: 107 0.39%
-# False negatives: 3921 26.82%
-# TCR(l=50): 1.577176 SpamRecall: 73.184% SpamPrec: 99.010%
+# Correctly non-spam: 27940 99.55%
+# Correctly spam: 10952 75.46%
+# False positives: 125 0.45%
+# False negatives: 3561 24.54%
+# TCR(l=50): 1.479258 SpamRecall: 75.463% SpamPrec: 98.872%
##### 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: 213842 97.09%
-# Correctly spam: 73406 63.25%
-# False positives: 6399 2.91%
-# False negatives: 42651 36.75%
-# TCR(l=50): 0.320068 SpamRecall: 63.250% SpamPrec: 91.982%
+# Correctly non-spam: 217646 97.10%
+# Correctly spam: 74769 65.01%
+# False positives: 6510 2.90%
+# False negatives: 40241 34.99%
+# TCR(l=50): 0.314457 SpamRecall: 65.011% SpamPrec: 91.991%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 26775 97.22%
-# Correctly spam: 9232 63.14%
-# False positives: 767 2.78%
-# False negatives: 5390 36.86%
-# TCR(l=50): 0.334294 SpamRecall: 63.138% SpamPrec: 92.329%
+# Correctly non-spam: 27235 97.04%
+# Correctly spam: 9365 64.53%
+# False positives: 830 2.96%
+# False negatives: 5148 35.47%
+# TCR(l=50): 0.311117 SpamRecall: 64.528% SpamPrec: 91.859%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1905032&r1=1905031&r2=1905032&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Nov 3 02:43:06 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 244626 69.084% (99.486% of non-spam corpus)
-# Correctly spam: 83654 23.624% (77.309% of spam corpus)
-# False positives: 1265 0.357% (0.514% of nonspam, 37486 weighted)
-# False negatives: 24554 6.934% (22.691% of spam, 44464 weighted)
-# Average score for spam: 16.4 nonspam: -0.5
+# Correctly non-spam: 244626 69.085% (99.486% of non-spam corpus)
+# Correctly spam: 83543 23.593% (77.209% of spam corpus)
+# False positives: 1265 0.357% (0.514% of nonspam, 37449 weighted)
+# False negatives: 24661 6.965% (22.791% of spam, 44722 weighted)
+# Average score for spam: 16.5 nonspam: -0.5
# Average for false-pos: 6.7 false-neg: 1.8
-# TOTAL: 354099 100.00%
+# TOTAL: 354095 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30529 99.45%
+# Correctly non-spam: 30528 99.45%
# Correctly spam: 10648 77.94%
-# False positives: 169 0.55%
+# False positives: 170 0.55%
# False negatives: 3014 22.06%
-# TCR(l=50): 1.191731 SpamRecall: 77.939% SpamPrec: 98.438%
+# TCR(l=50): 1.186555 SpamRecall: 77.939% SpamPrec: 98.429%
##### 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: 244711 99.52%
-# Correctly spam: 72713 67.20%
+# Correctly spam: 72742 67.23%
# False positives: 1180 0.48%
-# False negatives: 35495 32.80%
-# TCR(l=50): 1.145119 SpamRecall: 67.197% SpamPrec: 98.403%
+# False negatives: 35462 32.77%
+# TCR(l=50): 1.145476 SpamRecall: 67.227% SpamPrec: 98.404%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 30548 99.51%
-# Correctly spam: 9286 67.97%
+# Correctly spam: 9274 67.88%
# False positives: 150 0.49%
-# False negatives: 4376 32.03%
-# TCR(l=50): 1.150387 SpamRecall: 67.970% SpamPrec: 98.410%
+# False negatives: 4388 32.12%
+# TCR(l=50): 1.149226 SpamRecall: 67.882% SpamPrec: 98.408%