Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1897139&r1=1897138&r2=1897139&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon Jan 17 02:52:53 2022
@@ -1,217 +1,219 @@
-# Using score set 0 logs for revision 1897028 from:
-# ham-darxus.r1897028.log ham-ena-week0.r1897028.log ham-ena-week1.r1897028.log ham-ena-week2.r1897028.log ham-ena-week3.r1897028.log ham-ena-week4.r1897028.log ham-giovanni-ham.r1897028.log ham-giovanni-spammy.r1897028.log ham-giovanni-spam.r1897028.log ham-grenier.r1897028.log ham-hege.r1897028.log ham-jhardin.r1897028.log ham-llanga.r1897028.log ham-mmiroslaw-mails-ham.r1897028.log ham-mmiroslaw-mails-spam.r1897028.log ham-pds.r1897028.log ham-thendrikx.r1897028.log ham-tsz-spam-corpus.r1897028.log spam-darxus.r1897028.log spam-ena-week0.r1897028.log spam-ena-week1.r1897028.log spam-ena-week2.r1897028.log spam-ena-week3.r1897028.log spam-ena-week4.r1897028.log spam-giovanni-ham.r1897028.log spam-giovanni-spammy.r1897028.log spam-giovanni-spam.r1897028.log spam-grenier.r1897028.log spam-hege.r1897028.log spam-jhardin.r1897028.log spam-llanga.r1897028.log spam-mmiroslaw-mails-ham.r1897028.log spam-mmiroslaw-mails-spam.r1897028.log spam-pds.r1897028.log spam-thendrikx.r1897028.log s
pam-tsz-spam-corpus.r1897028.log
+# Using score set 0 logs for revision 1897115 from:
+# ham-darxus.r1897115.log ham-ena-week0.r1897115.log ham-ena-week1.r1897115.log ham-ena-week2.r1897115.log ham-ena-week3.r1897115.log ham-ena-week4.r1897115.log ham-giovanni-ham.r1897115.log ham-giovanni-spammy.r1897115.log ham-giovanni-spam.r1897115.log ham-grenier.r1897115.log ham-hege.r1897115.log ham-jhardin.r1897115.log ham-llanga.r1897115.log ham-mmiroslaw-mails-ham.r1897115.log ham-mmiroslaw-mails-spam.r1897115.log ham-pds.r1897115.log ham-thendrikx.r1897115.log ham-tsz-spam-corpus.r1897115.log spam-darxus.r1897115.log spam-ena-week0.r1897115.log spam-ena-week1.r1897115.log spam-ena-week2.r1897115.log spam-ena-week3.r1897115.log spam-ena-week4.r1897115.log spam-giovanni-ham.r1897115.log spam-giovanni-spammy.r1897115.log spam-giovanni-spam.r1897115.log spam-grenier.r1897115.log spam-hege.r1897115.log spam-jhardin.r1897115.log spam-llanga.r1897115.log spam-mmiroslaw-mails-ham.r1897115.log spam-mmiroslaw-mails-spam.r1897115.log spam-pds.r1897115.log spam-thendrikx.r1897115.log s
pam-tsz-spam-corpus.r1897115.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_FROM_MANY_DOTS 2.996
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_SPAMMY_URI_PATTERNS8 2.134
-score ADMITS_SPAM 2.896
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.049
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_3_NEW_MONEY 2.002
-score ADVANCE_FEE_4_NEW 2.397
+score AC_FROM_MANY_DOTS 2.999
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_SPAMMY_URI_PATTERNS8 0.312
+score ADMITS_SPAM 2.899
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.291
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_3_NEW_MONEY 1.972
+score ADVANCE_FEE_4_NEW 2.499
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 0.827
+score ADVANCE_FEE_4_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW 1.004
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.498
-score ANY_PILL_PRICE 2.031
+score AD_PREFS 0.015
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score ANY_PILL_PRICE 0.139
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XM_FORGED_OL2600 0.686
-score BIGNUM_EMAILS_FREEM 2.996
-score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 0.479
-score BITCOIN_EXTORT_01 2.104
-score BITCOIN_MALF_HTML 3.496
-score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 1.387
-score BITCOIN_YOUR_INFO 1.622
-score BODY_SINGLE_URI 2.497
-score BODY_SINGLE_WORD 2.253
-score BOGUS_MIME_VERSION 3.497
-score CANT_SEE_AD 2.497
-score CK_HELO_GENERIC 0.248
-score CONTENT_AFTER_HTML 2.497
+score AXB_XM_FORGED_OL2600 2.055
+score BIGNUM_EMAILS_FREEM 2.999
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 0.209
+score BITCOIN_EXTORT_01 2.184
+score BITCOIN_MALF_HTML 3.499
+score BITCOIN_SPAM_02 2.283
+score BITCOIN_SPAM_07 3.500
+score BITCOIN_XPRIO 1.195
+score BITCOIN_YOUR_INFO 1.424
+score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_WORD 2.252
+score BOGUS_MIME_VERSION 3.499
+score CANT_SEE_AD 2.499
+score CK_HELO_GENERIC 0.250
+score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.721
-score EMRCP 2.397
-score ENCRYPTED_MESSAGE -0.998
-score FILL_THIS_FORM 1.200
+score DEAR_BENEFICIARY 0.408
+score EMRCP 2.453
+score ENCRYPTED_MESSAGE -0.999
+score FILL_THIS_FORM 1.199
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_LONG_LINE 1.664
-score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 0.334
-score FORM_FRAUD_5 1.287
-score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 3.496
-score FROM_2_EMAILS_SHORT 0.155
-score FROM_IN_TO_AND_SUBJ 1.697
-score FROM_MISSPACED 1.997
+score FONT_INVIS_HTML_NOHTML 2.999
+score FONT_INVIS_LONG_LINE 1.671
+score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_NORDNS 0.254
+score FORM_FRAUD_5 1.646
+score FOUND_YOU 3.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROMSPACE 3.499
+score FROM_2_EMAILS_SHORT 0.001
+score FROM_IN_TO_AND_SUBJ 1.699
+score FROM_MISSPACED 1.999
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.399
-score FROM_MISSP_MSFT 2.328
-score FROM_MISSP_TO_UNDISC 1.054
+score FROM_MISSP_FREEMAIL 2.156
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_TO_UNDISC 1.154
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.497
-score FROM_MULTI_NORDNS 1.216
-score FROM_NTLD_LINKBAIT 1.997
-score FROM_NTLD_REPLY_FREEMAIL 1.977
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_WSP_TRAIL 2.696
-score FSL_CTYPE_WIN1251 1.769
-score FSL_HELO_FAKE 3.496
-score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 0.748
-score FUZZY_CLICK_HERE 2.297
+score FROM_MISSP_XPRIO 1.337
+score FROM_MULTI_NORDNS 0.358
+score FROM_NTLD_LINKBAIT 1.999
+score FROM_NTLD_REPLY_FREEMAIL 1.619
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_WSP_TRAIL 2.699
+score FSL_CTYPE_WIN1251 0.001
+score FSL_HELO_FAKE 3.399
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FUZZY_BITCOIN 0.117
+score FUZZY_CLICK_HERE 2.299
score FUZZY_NORTON 2.499
-score FUZZY_PAYPAL 2.497
-score FUZZY_SECURITY 2.397
-score FUZZY_WALLET 2.896
-score GAPPY_LOW_CONTRAST 1.982
-score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.498
-score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 2.498
-score GOOG_REDIR_SHORT 3.296
-score GOOG_STO_EMAIL_PHISH 2.996
-score GOOG_STO_IMG_HTML 2.788
-score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 1.997
+score FUZZY_PAYPAL 2.499
+score FUZZY_SECURITY 2.499
+score FUZZY_WALLET 2.899
+score GAPPY_LOW_CONTRAST 2.499
+score GB_FAKE_RF_SHORT 1.999
+score GB_FREEMAIL_DISPTO 0.499
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_NORDNS 2.503
+score GOOG_REDIR_SHORT 3.299
+score GOOG_STO_EMAIL_PHISH 2.157
+score GOOG_STO_IMG_HTML 2.916
+score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 1.999
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.497
+score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_LOTTO 0.986
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HELO_NO_DOMAIN 0.001
+score HK_LOTTO 0.999
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 2.727
-score HTML_FONT_TINY_NORDNS 1.997
-score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 3.595
+score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_FREEM 3.499
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HTML_ENTITY_ASCII 2.838
+score HTML_FONT_TINY_NORDNS 2.000
+score HTML_OFF_PAGE 2.999
+score HTML_TAG_BALANCE_CENTER 3.599
score HTML_TEXT_INVISIBLE_STYLE 0.001
-score IMG_ONLY_FM_DOM_INFO 1.836
-score JH_SPAMMY_HEADERS 3.496
-score LONGLN_LOW_CONTRAST 2.497
-score LONG_HEX_URI 2.027
-score LONG_IMG_URI 1.683
-score LONG_INVISIBLE_TEXT 1.452
+score IMG_ONLY_FM_DOM_INFO 1.844
+score JH_SPAMMY_HEADERS 3.499
+score LONGLN_LOW_CONTRAST 2.499
+score LONG_HEX_URI 2.029
+score LONG_IMG_URI 1.691
+score LONG_INVISIBLE_TEXT 1.442
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.883
-score MALWARE_NORDNS 0.001
+score LOTTO_AGENT 1.499
+score LOTTO_DEPT 1.862
+score MALWARE_NORDNS 0.469
score MILLION_HUNDRED 0.001
-score MIMEOLE_DIRECT_TO_MX 1.003
-score MIXED_AREA_CASE 1.310
-score MIXED_CENTER_CASE 2.497
-score MIXED_ES 2.996
-score MIXED_HREF_CASE 0.958
-score MIXED_IMG_CASE 1.234
-score MONEY_FORM_SHORT 2.481
-score MONEY_FRAUD_3 2.996
-score MONEY_FRAUD_5 1.526
-score MONEY_FRAUD_8 3.196
-score MONEY_FREEMAIL_REPTO 1.562
-score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 1.998
-score MSGID_NOFQDN1 2.155
+score MIMEOLE_DIRECT_TO_MX 1.120
+score MIXED_AREA_CASE 0.870
+score MIXED_CENTER_CASE 2.499
+score MIXED_ES 3.008
+score MIXED_HREF_CASE 0.665
+score MIXED_IMG_CASE 1.140
+score MONEY_FORM_SHORT 2.491
+score MONEY_FRAUD_3 2.999
+score MONEY_FRAUD_5 1.813
+score MONEY_FRAUD_8 3.199
+score MONEY_FREEMAIL_REPTO 1.579
+score MONEY_FROM_41 2.000
+score MONEY_FROM_MISSP 1.708
+score MSGID_NOFQDN1 2.150
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 2.790
-score NA_DOLLARS 0.253
-score NICE_REPLY_A -2.608
-score NORDNS_LOW_CONTRAST 1.887
-score NO_FM_NAME_IP_HOSTN 2.394
+score NAME_EMAIL_DIFF 2.927
+score NA_DOLLARS 0.232
+score NICE_REPLY_A -1.736
+score NORDNS_LOW_CONTRAST 1.888
+score NO_FM_NAME_IP_HOSTN 2.397
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.725
-score OBFU_BITCOIN 1.707
-score ODD_FREEM_REPTO 1.974
-score OFFER_ONLY_AMERICA 1.999
-score ONLINE_MKTG_CNSLT 2.397
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.001
-score PDS_CPANEL_PORT_SPOOFEDURL 0.498
-score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FRNOM_TODOM_DBL_URL 1.240
-score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_NAME_TO_DOMAIN 1.998
-score PDS_HP_HELO_NORDNS 0.998
-score PDS_NAKED_TO_NUMERO 1.997
-score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 1.498
-score PDS_PHP_EVAL 0.872
+score NSL_RCVD_HELO_USER 2.325
+score OBFU_BITCOIN 1.636
+score ODD_FREEM_REPTO 2.999
+score OFFER_ONLY_AMERICA 1.634
+score ONLINE_MKTG_CNSLT 2.499
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_CPANEL_PORT_SPOOFEDURL 0.500
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_FRNOM_TODOM_DBL_URL 1.289
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_HP_HELO_NORDNS 0.999
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_PHPEXP_BOT 1.499
+score PDS_PHP_EVAL 1.499
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
-score PDS_TO_EQ_FROM_NAME 2.150
-score PHP_ORIG_SCRIPT 2.497
-score PHP_ORIG_SCRIPT_EVAL 2.622
-score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.998
-score RAND_MKTG_HEADER 1.997
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TO_EQ_FROM_NAME 2.073
+score PHP_ORIG_SCRIPT 2.499
+score PHP_ORIG_SCRIPT_EVAL 1.753
+score PHP_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 1.000
+score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
-score RDNS_NUM_TLD_XM 2.227
-score REPLYTO_EMPTY 2.996
-score REPTO_419_FRAUD_GM 1.972
-score RISK_FREE 2.596
-score SCRIPT_GIBBERISH 3.096
-score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_PORN011 2.298
-score SERGIO_SUBJECT_VIAGRA01 2.508
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.497
-score SHORTENER_SHORT_IMG 0.309
-score SHORT_SHORTNER 1.997
+score RDNS_NUM_TLD_XM 2.325
+score REPLYTO_EMPTY 2.899
+score REPTO_419_FRAUD_GM 1.959
+score RISK_FREE 2.599
+score SCRIPT_GIBBERISH 3.099
+score SENDGRID_REDIR 1.499
+score SERGIO_SUBJECT_PORN011 2.156
+score SERGIO_SUBJECT_VIAGRA01 2.506
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENED_URL_SRC 2.599
+score SHORTENER_SHORT_IMG 1.831
+score SHORT_SHORTNER 2.000
score STATIC_XPRIO_OLE 0.001
-score SUSP_UTF8_WORD_SUBJ 1.997
-score THIS_AD 0.998
+score SUSP_UTF8_WORD_SUBJ 1.999
+score THIS_AD 0.999
score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.630
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.743
score TO_NO_BRKTS_DYNIP 0.001
-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_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.497
-score TUMBLR_IMG_NOT_RCVD_TUMB 1.997
-score TVD_RCVD_SPACE_BRACKET 3.096
-score UNDISC_FREEM 3.396
-score UNDISC_MONEY 3.396
-score UNICODE_OBFU_ASC 2.497
-score URI_AZURE_CLOUDAPP 2.996
-score URI_DOTEDU 1.997
-score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 1.679
-score URI_IN_URI_10 3.595
-score URI_PHISH 3.995
-score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.997
-score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.612
-score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 1.797
-score XM_LIGHT_HEAVY 2.498
-score XM_RANDOM 2.497
-score XM_RECPTID 2.996
-score YOU_INHERIT 1.675
+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_NORDNS_HTML 1.999
+score TO_NO_BRKTS_PCNT 2.499
+score TUMBLR_IMG_NOT_RCVD_TUMB 1.999
+score TVD_RCVD_SPACE_BRACKET 3.100
+score TVD_SPACE_ENC_FM_MIME 1.999
+score UNDISC_FREEM 3.399
+score UNDISC_MONEY 3.399
+score UNICODE_OBFU_ASC 2.499
+score URI_AZURE_CLOUDAPP 2.999
+score URI_DOTEDU 1.999
+score URI_FIREBASEAPP 2.999
+score URI_GOOGLE_PROXY 1.601
+score URI_IN_URI_10 3.599
+score URI_PHISH 3.999
+score URI_PHP_REDIR 3.500
+score URI_TRY_3LD 1.999
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.809
+score XFER_LOTSA_MONEY 0.999
+score XM_DIGITS_ONLY 2.169
+score XM_LIGHT_HEAVY 2.499
+score XM_RANDOM 2.499
+score XM_RECPTID 2.999
+score YOU_INHERIT 1.662
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -265,7 +267,6 @@ score FORM_FRAUD 1.0
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_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
@@ -296,7 +297,6 @@ score KHOP_HELO_FCRDNS 0.4
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
score LIST_PRTL_PUMPDUMP 1.000
score LIST_PRTL_SAME_USER 1.000
-score LOTTO_AGENT 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1897139&r1=1897138&r2=1897139&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Jan 17 02:52:53 2022
@@ -1,239 +1,235 @@
# Using score set 1 logs for revision 1897080 from:
# ham-net-darxus.r1897080.log ham-net-ena-week0.r1897080.log ham-net-ena-week1.r1897080.log ham-net-ena-week2.r1897080.log ham-net-ena-week3.r1897080.log ham-net-ena-week4.r1897080.log ham-net-giovanni-ham.r1897080.log ham-net-giovanni-spammy.r1897080.log ham-net-giovanni-spam.r1897080.log ham-net-grenier.r1897080.log ham-net-hege.r1897080.log ham-net-jhardin.r1897080.log ham-net-llanga.r1897080.log ham-net-mmiroslaw-mails-ham.r1897080.log ham-net-mmiroslaw-mails-spam.r1897080.log ham-net-pds.r1897080.log ham-net-thendrikx.r1897080.log spam-net-darxus.r1897080.log spam-net-ena-week0.r1897080.log spam-net-ena-week1.r1897080.log spam-net-ena-week2.r1897080.log spam-net-ena-week3.r1897080.log spam-net-ena-week4.r1897080.log spam-net-giovanni-ham.r1897080.log spam-net-giovanni-spammy.r1897080.log spam-net-giovanni-spam.r1897080.log spam-net-grenier.r1897080.log spam-net-hege.r1897080.log spam-net-jhardin.r1897080.log spam-net-llanga.r1897080.log spam-net-mmiroslaw-mails-ham.r1897080.log
spam-net-mmiroslaw-mails-spam.r1897080.log spam-net-pds.r1897080.log spam-net-thendrikx.r1897080.log
-score ACCT_PHISHING_MANY 2.762
+score ACCT_PHISHING_MANY 2.531
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_SPAMMY_URI_PATTERNS8 0.001
-score ADMITS_SPAM 2.299
+score AC_SPAMMY_URI_PATTERNS8 3.644
+score ADMITS_SPAM 2.399
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.084
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.129
-score ADVANCE_FEE_3_NEW_MONEY 1.150
-score ADVANCE_FEE_4_NEW 2.084
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.725
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 0.646
+score ADVANCE_FEE_3_NEW 2.059
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.158
+score ADVANCE_FEE_3_NEW_MONEY 1.179
+score ADVANCE_FEE_4_NEW 2.062
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.479
+score ADVANCE_FEE_4_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW 0.678
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.494
+score ADVANCE_FEE_5_NEW_MONEY 0.495
score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.046
+score AMAZON_IMG_NOT_RCVD_AMZN 1.650
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 0.366
+score BIGNUM_EMAILS_FREEM 2.310
score BIGNUM_EMAILS_MANY 2.999
score BITCOIN_DEADLINE 0.001
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALF_HTML 3.224
+score BITCOIN_MALF_HTML 3.223
score BITCOIN_MALWARE 0.001
score BITCOIN_ONAN 2.999
-score BITCOIN_SPAM_02 0.522
+score BITCOIN_SPAM_02 0.565
score BITCOIN_SPAM_04 1.499
-score BITCOIN_SPAM_05 2.065
+score BITCOIN_SPAM_05 2.499
score BITCOIN_SPAM_07 3.499
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 0.772
+score BITCOIN_YOUR_INFO 0.767
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.381
-score BOGUS_MIME_VERSION 2.852
+score BODY_URI_ONLY 0.493
+score BOGUS_MIME_VERSION 2.853
score CK_HELO_GENERIC 0.001
-score CONTENT_AFTER_HTML 2.500
+score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.439
-score DKIMWL_BL 3.000
-score DKIMWL_WL_HIGH -0.700
-score DKIMWL_WL_MED -0.001
+score DEAR_BENEFICIARY 1.387
+score DKIMWL_BL 2.999
+score DKIMWL_WL_HIGH -0.699
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.999
score END_FUTURE_EMAILS 0.001
-score FILL_THIS_FORM 0.068
+score FILL_THIS_FORM 0.070
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.869
-score FONT_INVIS_LONG_LINE 2.238
-score FONT_INVIS_MSGID 1.029
-score FONT_INVIS_NORDNS 1.586
-score FORGED_SPF_HELO 1.241
+score FONT_INVIS_HTML_NOHTML 1.753
+score FONT_INVIS_LONG_LINE 2.120
+score FONT_INVIS_MSGID 1.036
+score FONT_INVIS_NORDNS 0.493
+score FORGED_SPF_HELO 1.276
score FORM_FRAUD_3 2.199
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 3.300
-score FROM_2_EMAILS_SHORT 0.658
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 3.399
+score FROM_2_EMAILS_SHORT 0.582
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.004
+score FROM_GOV_DKIM_AU -0.001
score FROM_IN_TO_AND_SUBJ 1.699
score FROM_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.001 # force non-zero
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001 # force non-zero
-score FROM_MULTI_NORDNS 1.001
-score FROM_NEWDOM_BTC 1.168
+score FROM_MISSP_XPRIO 0.001
+score FROM_MULTI_NORDNS 1.000
+score FROM_NEWDOM_BTC 1.401
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.894
-score FSL_BULK_SIG 1.968
-score FSL_CTYPE_WIN1251 0.001
+score FROM_SUSPICIOUS_NTLD_FP 0.893
+score FSL_BULK_SIG 1.992
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_HELO_FAKE 2.799
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.199
-score FUZZY_BITCOIN 0.813
-score FUZZY_BTC_WALLET 2.199
-score FUZZY_CLICK_HERE 2.199
-score FUZZY_NORTON 0.976
+score FUZZY_BITCOIN 1.526
+score FUZZY_BTC_WALLET 1.195
+score FUZZY_CLICK_HERE 0.944
+score FUZZY_NORTON 0.541
score FUZZY_PAYPAL 2.399
-score FUZZY_SECURITY 1.411
+score FUZZY_SECURITY 1.574
score FUZZY_WALLET 2.999
score GAPPY_LOW_CONTRAST 2.499
-score GB_FAKE_RF_SHORT 0.001
+score GB_FAKE_RF_SHORT 0.005
score GB_FREEMAIL_DISPTO 0.499
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.602
-score GOOG_REDIR_SHORT 3.064
-score GOOG_STO_EMAIL_PHISH 2.647
+score GOOG_REDIR_NORDNS 2.604
+score GOOG_REDIR_SHORT 3.166
+score GOOG_STO_EMAIL_PHISH 2.349
score GOOG_STO_IMG_HTML 2.999
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.795
-score HDRS_LCASE 0.099
+score HAS_X_OUTGOING_SPAM_STAT 0.791
+score HDRS_LCASE 0.001
score HDRS_LCASE_IMGONLY 0.099
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 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.437
+score HK_RANDOM_FROM 0.010
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.185
+score HOSTED_IMG_DIRECT_MX 2.036
score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 1.500
-score HTML_FONT_TINY_NORDNS 1.238
+score HTML_ENTITY_ASCII 2.893
+score HTML_FONT_TINY_NORDNS 1.121
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 0.001
score HTML_TAG_BALANCE_CENTER 2.584
-score HTML_TEXT_INVISIBLE_FONT 1.489
-score HTML_TEXT_INVISIBLE_STYLE 1.929
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_FAKE_EBAY 1.099
-score KHOP_HELO_FCRDNS 0.314
-score LONGLN_LOW_CONTRAST 2.052
+score HTML_TEXT_INVISIBLE_FONT 1.515
+score HTML_TEXT_INVISIBLE_STYLE 2.046
+score JH_SPAMMY_HEADERS 3.500
+score KHOP_HELO_FCRDNS 0.320
+score LONGLN_LOW_CONTRAST 1.925
score LONG_HEX_URI 0.001
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.514
+score LONG_IMG_URI 0.599
+score LONG_INVISIBLE_TEXT 1.627
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 0.001
score MALWARE_NORDNS 0.001
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 1.211
+score MIXED_AREA_CASE 2.454
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.514
-score MIXED_HREF_CASE 1.999
-score MIXED_IMG_CASE 0.224
-score MONEY_FORM_SHORT 0.837
+score MIXED_ES 2.517
+score MIXED_HREF_CASE 1.851
+score MIXED_IMG_CASE 2.833
+score MONEY_FORM_SHORT 0.806
score MONEY_FRAUD_3 2.599
-score MONEY_FRAUD_5 0.885
-score MONEY_FRAUD_8 0.159
+score MONEY_FRAUD_5 0.886
+score MONEY_FRAUD_8 0.155
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_MISSP 0.001
-score MSGID_NOFQDN1 0.508
+score MSGID_NOFQDN1 0.500
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 0.900
-score NA_DOLLARS 1.305
+score NAME_EMAIL_DIFF 1.219
+score NA_DOLLARS 1.279
score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 0.001
+score NORDNS_LOW_CONTRAST 0.001 # force non-zero
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.331
-score OBFU_BITCOIN 2.658
-score ODD_FREEM_REPTO 2.190
-score ONLINE_MKTG_CNSLT 2.400
+score NSL_RCVD_HELO_USER 1.462
+score OBFU_BITCOIN 2.309
+score ODD_FREEM_REPTO 2.189
+score ONLINE_MKTG_CNSLT 2.399
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001
+score PDS_BTC_MSGID 0.001 # force non-zero
score PDS_CPANEL_PORT_SPOOFEDURL 0.499
-score PDS_FRNOM_TODOM_DBL_URL 1.458
-score PDS_FRNOM_TODOM_NAKED_TO 1.039
-score PDS_FROM_NAME_TO_DOMAIN 1.959
+score PDS_FRNOM_TODOM_DBL_URL 0.568
+score PDS_FRNOM_TODOM_NAKED_TO 1.153
+score PDS_FROM_NAME_TO_DOMAIN 1.845
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHPEXP_BOT 1.272
-score PDS_PHP_EVAL 1.410
+score PDS_PHPEXP_BOT 0.993
+score PDS_PHP_EVAL 1.499
score PDS_RDNS_DYNAMIC_FP 0.010
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.344
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.346
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PDS_TO_EQ_FROM_NAME 2.368
-score PHP_ORIG_SCRIPT 1.871
-score PHP_ORIG_SCRIPT_EVAL 2.434
+score PDS_TO_EQ_FROM_NAME 2.382
+score PHP_ORIG_SCRIPT 1.763
+score PHP_ORIG_SCRIPT_EVAL 2.605
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.983
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 2.288
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 1.724
score REPLYTO_EMPTY 2.899
-score SCRIPT_GIBBERISH 2.399
-score SENDGRID_REDIR 0.500
-score SERGIO_SUBJECT_PORN011 0.546
-score SERGIO_SUBJECT_VIAGRA01 3.010
+score SCRIPT_GIBBERISH 2.499
+score SENDGRID_REDIR 0.504
+score SERGIO_SUBJECT_PORN011 0.636
+score SERGIO_SUBJECT_VIAGRA01 3.294
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 2.199
+score SHORTENED_URL_SRC 2.300
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 1.515
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEMAIL 1.498
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
score SPOOFED_FREEM_REPTO 0.001
-score SPOOF_GMAIL_MID 0.709
+score SPOOF_GMAIL_MID 0.737
score STATIC_XPRIO_OLE 0.001
score SUSP_UTF8_WORD_SUBJ 1.999
score THIS_AD 0.799
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.255
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.271
+score TO_NAME_SUBJ_NO_RDNS 1.365
score TO_NO_BRKTS_DYNIP 0.001
-score TO_NO_BRKTS_FROM_MSSP 0.824
+score TO_NO_BRKTS_FROM_MSSP 0.655
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_NORDNS_HTML 1.107
+score TO_NO_BRKTS_NORDNS_HTML 1.123
score TO_NO_BRKTS_PCNT 2.499
score TUMBLR_IMG_NOT_RCVD_TUMB 1.999
score TVD_RCVD_SPACE_BRACKET 3.099
score TVD_SPACE_ENCODED 0.001 # force non-zero
-score UNDISC_FREEM 3.099
-score UNDISC_MONEY 2.899
+score UNDISC_FREEM 3.199
+score UNDISC_MONEY 2.939
score UNICODE_OBFU_ASC 2.499
-score URI_AZURE_CLOUDAPP 2.713
+score URI_AZURE_CLOUDAPP 2.564
score URI_DOTEDU 1.999
score URI_FIREBASEAPP 2.999
score URI_GOOGLE_PROXY 1.714
score URI_IMG_WP_REDIR 2.999
-score URI_IN_URI_10 3.399
+score URI_IN_URI_10 3.499
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.629
-score URI_PHP_REDIR 2.857
+score URI_PHISH 3.626
+score URI_PHP_REDIR 2.850
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 XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 0.609
+score XM_DIGITS_ONLY 1.770
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.001
-score YOU_INHERIT 2.078
+score XPRIO 0.001 # force non-zero
+score YOU_INHERIT 2.044
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=1897139&r1=1897138&r2=1897139&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Jan 17 02:52:53 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 340593 36.395% (99.717% of non-spam corpus)
-# Correctly spam: 450836 48.176% (75.865% of spam corpus)
-# False positives: 968 0.103% (0.283% of nonspam, 54982 weighted)
-# False negatives: 143421 15.326% (24.135% of spam, 279721 weighted)
+# Correctly non-spam: 341938 35.488% (99.707% of non-spam corpus)
+# Correctly spam: 480074 49.825% (77.358% of spam corpus)
+# False positives: 1004 0.104% (0.293% of nonspam, 58845 weighted)
+# False negatives: 140514 14.583% (22.642% of spam, 257794 weighted)
# Average score for spam: 8.9 nonspam: 0.5
-# Average for false-pos: 6.5 false-neg: 2.0
-# TOTAL: 935818 100.00%
+# Average for false-pos: 6.5 false-neg: 1.8
+# TOTAL: 963530 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 42414 99.66%
-# Correctly spam: 56404 75.99%
-# False positives: 145 0.34%
-# False negatives: 17818 24.01%
-# TCR(l=50): 2.960827 SpamRecall: 75.994% SpamPrec: 99.744%
+# Correctly non-spam: 42620 99.71%
+# Correctly spam: 59061 76.21%
+# False positives: 124 0.29%
+# False negatives: 18436 23.79%
+# TCR(l=50): 3.145681 SpamRecall: 76.211% SpamPrec: 99.790%
##### 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: 332339 97.30%
-# Correctly spam: 301848 50.79%
-# False positives: 9222 2.70%
-# False negatives: 292409 49.21%
-# TCR(l=50): 0.788653 SpamRecall: 50.794% SpamPrec: 97.035%
+# Correctly non-spam: 333750 97.32%
+# Correctly spam: 307101 49.49%
+# False positives: 9192 2.68%
+# False negatives: 313487 50.51%
+# TCR(l=50): 0.802740 SpamRecall: 49.485% SpamPrec: 97.094%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 41400 97.28%
-# Correctly spam: 37794 50.92%
-# False positives: 1159 2.72%
-# False negatives: 36428 49.08%
-# TCR(l=50): 0.786433 SpamRecall: 50.920% SpamPrec: 97.025%
+# Correctly non-spam: 41518 97.13%
+# Correctly spam: 38444 49.61%
+# False positives: 1226 2.87%
+# False negatives: 39053 50.39%
+# TCR(l=50): 0.772244 SpamRecall: 49.607% SpamPrec: 96.910%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1897139&r1=1897138&r2=1897139&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Jan 17 02:52:53 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 318377 49.730% (99.710% of non-spam corpus)
-# Correctly spam: 288380 45.044% (89.864% of spam corpus)
-# False positives: 927 0.145% (0.290% of nonspam, 65488 weighted)
-# False negatives: 32528 5.081% (10.136% of spam, 55364 weighted)
+# Correctly non-spam: 318373 49.729% (99.708% of non-spam corpus)
+# Correctly spam: 288429 45.052% (89.879% of spam corpus)
+# False positives: 931 0.145% (0.292% of nonspam, 65681 weighted)
+# False negatives: 32478 5.073% (10.121% of spam, 55259 weighted)
# Average score for spam: 18.1 nonspam: -0.8
# Average for false-pos: 7.0 false-neg: 1.7
-# TOTAL: 640212 100.00%
+# TOTAL: 640211 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 39656 99.71%
-# Correctly spam: 35917 89.87%
+# Correctly spam: 35865 89.74%
# False positives: 115 0.29%
-# False negatives: 4047 10.13%
-# TCR(l=50): 4.079208 SpamRecall: 89.873% SpamPrec: 99.681%
+# False negatives: 4099 10.26%
+# TCR(l=50): 4.057671 SpamRecall: 89.743% SpamPrec: 99.680%
##### 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: 318280 99.68%
-# Correctly spam: 249888 77.87%
+# Correctly spam: 250043 77.92%
# False positives: 1024 0.32%
-# False negatives: 71020 22.13%
-# TCR(l=50): 2.625659 SpamRecall: 77.869% SpamPrec: 99.592%
+# False negatives: 70864 22.08%
+# TCR(l=50): 2.629006 SpamRecall: 77.918% SpamPrec: 99.592%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 39642 99.68%
-# Correctly spam: 31190 78.05%
+# Correctly spam: 31138 77.92%
# False positives: 129 0.32%
-# False negatives: 8774 21.95%
-# TCR(l=50): 2.625066 SpamRecall: 78.045% SpamPrec: 99.588%
+# False negatives: 8826 22.08%
+# TCR(l=50): 2.616130 SpamRecall: 77.915% SpamPrec: 99.587%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1897139&r1=1897138&r2=1897139&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon Jan 17 02:52:53 2022
@@ -1,217 +1,219 @@
-# Using score set 0 logs for revision 1897028 from:
-# ham-darxus.r1897028.log ham-ena-week0.r1897028.log ham-ena-week1.r1897028.log ham-ena-week2.r1897028.log ham-ena-week3.r1897028.log ham-ena-week4.r1897028.log ham-giovanni-ham.r1897028.log ham-giovanni-spammy.r1897028.log ham-giovanni-spam.r1897028.log ham-grenier.r1897028.log ham-hege.r1897028.log ham-jhardin.r1897028.log ham-llanga.r1897028.log ham-mmiroslaw-mails-ham.r1897028.log ham-mmiroslaw-mails-spam.r1897028.log ham-pds.r1897028.log ham-thendrikx.r1897028.log ham-tsz-spam-corpus.r1897028.log spam-darxus.r1897028.log spam-ena-week0.r1897028.log spam-ena-week1.r1897028.log spam-ena-week2.r1897028.log spam-ena-week3.r1897028.log spam-ena-week4.r1897028.log spam-giovanni-ham.r1897028.log spam-giovanni-spammy.r1897028.log spam-giovanni-spam.r1897028.log spam-grenier.r1897028.log spam-hege.r1897028.log spam-jhardin.r1897028.log spam-llanga.r1897028.log spam-mmiroslaw-mails-ham.r1897028.log spam-mmiroslaw-mails-spam.r1897028.log spam-pds.r1897028.log spam-thendrikx.r1897028.log s
pam-tsz-spam-corpus.r1897028.log
+# Using score set 0 logs for revision 1897115 from:
+# ham-darxus.r1897115.log ham-ena-week0.r1897115.log ham-ena-week1.r1897115.log ham-ena-week2.r1897115.log ham-ena-week3.r1897115.log ham-ena-week4.r1897115.log ham-giovanni-ham.r1897115.log ham-giovanni-spammy.r1897115.log ham-giovanni-spam.r1897115.log ham-grenier.r1897115.log ham-hege.r1897115.log ham-jhardin.r1897115.log ham-llanga.r1897115.log ham-mmiroslaw-mails-ham.r1897115.log ham-mmiroslaw-mails-spam.r1897115.log ham-pds.r1897115.log ham-thendrikx.r1897115.log ham-tsz-spam-corpus.r1897115.log spam-darxus.r1897115.log spam-ena-week0.r1897115.log spam-ena-week1.r1897115.log spam-ena-week2.r1897115.log spam-ena-week3.r1897115.log spam-ena-week4.r1897115.log spam-giovanni-ham.r1897115.log spam-giovanni-spammy.r1897115.log spam-giovanni-spam.r1897115.log spam-grenier.r1897115.log spam-hege.r1897115.log spam-jhardin.r1897115.log spam-llanga.r1897115.log spam-mmiroslaw-mails-ham.r1897115.log spam-mmiroslaw-mails-spam.r1897115.log spam-pds.r1897115.log spam-thendrikx.r1897115.log s
pam-tsz-spam-corpus.r1897115.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_FROM_MANY_DOTS 2.996
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_SPAMMY_URI_PATTERNS8 2.134
-score ADMITS_SPAM 2.896
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.049
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_3_NEW_MONEY 2.002
-score ADVANCE_FEE_4_NEW 2.397
+score AC_FROM_MANY_DOTS 2.999
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_SPAMMY_URI_PATTERNS8 0.312
+score ADMITS_SPAM 2.899
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.291
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_3_NEW_MONEY 1.972
+score ADVANCE_FEE_4_NEW 2.499
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 0.827
+score ADVANCE_FEE_4_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW 1.004
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.498
-score ANY_PILL_PRICE 2.031
+score AD_PREFS 0.015
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score ANY_PILL_PRICE 0.139
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XM_FORGED_OL2600 0.686
-score BIGNUM_EMAILS_FREEM 2.996
-score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 0.479
-score BITCOIN_EXTORT_01 2.104
-score BITCOIN_MALF_HTML 3.496
-score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 1.387
-score BITCOIN_YOUR_INFO 1.622
-score BODY_SINGLE_URI 2.497
-score BODY_SINGLE_WORD 2.253
-score BOGUS_MIME_VERSION 3.497
-score CANT_SEE_AD 2.497
-score CK_HELO_GENERIC 0.248
-score CONTENT_AFTER_HTML 2.497
+score AXB_XM_FORGED_OL2600 2.055
+score BIGNUM_EMAILS_FREEM 2.999
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 0.209
+score BITCOIN_EXTORT_01 2.184
+score BITCOIN_MALF_HTML 3.499
+score BITCOIN_SPAM_02 2.283
+score BITCOIN_SPAM_07 3.500
+score BITCOIN_XPRIO 1.195
+score BITCOIN_YOUR_INFO 1.424
+score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_WORD 2.252
+score BOGUS_MIME_VERSION 3.499
+score CANT_SEE_AD 2.499
+score CK_HELO_GENERIC 0.250
+score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.721
-score EMRCP 2.397
-score ENCRYPTED_MESSAGE -0.998
-score FILL_THIS_FORM 1.200
+score DEAR_BENEFICIARY 0.408
+score EMRCP 2.453
+score ENCRYPTED_MESSAGE -0.999
+score FILL_THIS_FORM 1.199
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_LONG_LINE 1.664
-score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 0.334
-score FORM_FRAUD_5 1.287
-score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 3.496
-score FROM_2_EMAILS_SHORT 0.155
-score FROM_IN_TO_AND_SUBJ 1.697
-score FROM_MISSPACED 1.997
+score FONT_INVIS_HTML_NOHTML 2.999
+score FONT_INVIS_LONG_LINE 1.671
+score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_NORDNS 0.254
+score FORM_FRAUD_5 1.646
+score FOUND_YOU 3.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROMSPACE 3.499
+score FROM_2_EMAILS_SHORT 0.001
+score FROM_IN_TO_AND_SUBJ 1.699
+score FROM_MISSPACED 1.999
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.399
-score FROM_MISSP_MSFT 2.328
-score FROM_MISSP_TO_UNDISC 1.054
+score FROM_MISSP_FREEMAIL 2.156
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_TO_UNDISC 1.154
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.497
-score FROM_MULTI_NORDNS 1.216
-score FROM_NTLD_LINKBAIT 1.997
-score FROM_NTLD_REPLY_FREEMAIL 1.977
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_WSP_TRAIL 2.696
-score FSL_CTYPE_WIN1251 1.769
-score FSL_HELO_FAKE 3.496
-score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 0.748
-score FUZZY_CLICK_HERE 2.297
+score FROM_MISSP_XPRIO 1.337
+score FROM_MULTI_NORDNS 0.358
+score FROM_NTLD_LINKBAIT 1.999
+score FROM_NTLD_REPLY_FREEMAIL 1.619
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_WSP_TRAIL 2.699
+score FSL_CTYPE_WIN1251 0.001
+score FSL_HELO_FAKE 3.399
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FUZZY_BITCOIN 0.117
+score FUZZY_CLICK_HERE 2.299
score FUZZY_NORTON 2.499
-score FUZZY_PAYPAL 2.497
-score FUZZY_SECURITY 2.397
-score FUZZY_WALLET 2.896
-score GAPPY_LOW_CONTRAST 1.982
-score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.498
-score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 2.498
-score GOOG_REDIR_SHORT 3.296
-score GOOG_STO_EMAIL_PHISH 2.996
-score GOOG_STO_IMG_HTML 2.788
-score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 1.997
+score FUZZY_PAYPAL 2.499
+score FUZZY_SECURITY 2.499
+score FUZZY_WALLET 2.899
+score GAPPY_LOW_CONTRAST 2.499
+score GB_FAKE_RF_SHORT 1.999
+score GB_FREEMAIL_DISPTO 0.499
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_NORDNS 2.503
+score GOOG_REDIR_SHORT 3.299
+score GOOG_STO_EMAIL_PHISH 2.157
+score GOOG_STO_IMG_HTML 2.916
+score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 1.999
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.497
+score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_LOTTO 0.986
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
+score HELO_NO_DOMAIN 0.001
+score HK_LOTTO 0.999
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 2.727
-score HTML_FONT_TINY_NORDNS 1.997
-score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 3.595
+score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_FREEM 3.499
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HTML_ENTITY_ASCII 2.838
+score HTML_FONT_TINY_NORDNS 2.000
+score HTML_OFF_PAGE 2.999
+score HTML_TAG_BALANCE_CENTER 3.599
score HTML_TEXT_INVISIBLE_STYLE 0.001
-score IMG_ONLY_FM_DOM_INFO 1.836
-score JH_SPAMMY_HEADERS 3.496
-score LONGLN_LOW_CONTRAST 2.497
-score LONG_HEX_URI 2.027
-score LONG_IMG_URI 1.683
-score LONG_INVISIBLE_TEXT 1.452
+score IMG_ONLY_FM_DOM_INFO 1.844
+score JH_SPAMMY_HEADERS 3.499
+score LONGLN_LOW_CONTRAST 2.499
+score LONG_HEX_URI 2.029
+score LONG_IMG_URI 1.691
+score LONG_INVISIBLE_TEXT 1.442
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.883
-score MALWARE_NORDNS 0.001
+score LOTTO_AGENT 1.499
+score LOTTO_DEPT 1.862
+score MALWARE_NORDNS 0.469
score MILLION_HUNDRED 0.001
-score MIMEOLE_DIRECT_TO_MX 1.003
-score MIXED_AREA_CASE 1.310
-score MIXED_CENTER_CASE 2.497
-score MIXED_ES 2.996
-score MIXED_HREF_CASE 0.958
-score MIXED_IMG_CASE 1.234
-score MONEY_FORM_SHORT 2.481
-score MONEY_FRAUD_3 2.996
-score MONEY_FRAUD_5 1.526
-score MONEY_FRAUD_8 3.196
-score MONEY_FREEMAIL_REPTO 1.562
-score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 1.998
-score MSGID_NOFQDN1 2.155
+score MIMEOLE_DIRECT_TO_MX 1.120
+score MIXED_AREA_CASE 0.870
+score MIXED_CENTER_CASE 2.499
+score MIXED_ES 3.008
+score MIXED_HREF_CASE 0.665
+score MIXED_IMG_CASE 1.140
+score MONEY_FORM_SHORT 2.491
+score MONEY_FRAUD_3 2.999
+score MONEY_FRAUD_5 1.813
+score MONEY_FRAUD_8 3.199
+score MONEY_FREEMAIL_REPTO 1.579
+score MONEY_FROM_41 2.000
+score MONEY_FROM_MISSP 1.708
+score MSGID_NOFQDN1 2.150
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 2.790
-score NA_DOLLARS 0.253
-score NICE_REPLY_A -2.608
-score NORDNS_LOW_CONTRAST 1.887
-score NO_FM_NAME_IP_HOSTN 2.394
+score NAME_EMAIL_DIFF 2.927
+score NA_DOLLARS 0.232
+score NICE_REPLY_A -1.736
+score NORDNS_LOW_CONTRAST 1.888
+score NO_FM_NAME_IP_HOSTN 2.397
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.725
-score OBFU_BITCOIN 1.707
-score ODD_FREEM_REPTO 1.974
-score OFFER_ONLY_AMERICA 1.999
-score ONLINE_MKTG_CNSLT 2.397
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.001
-score PDS_CPANEL_PORT_SPOOFEDURL 0.498
-score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FRNOM_TODOM_DBL_URL 1.240
-score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_NAME_TO_DOMAIN 1.998
-score PDS_HP_HELO_NORDNS 0.998
-score PDS_NAKED_TO_NUMERO 1.997
-score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 1.498
-score PDS_PHP_EVAL 0.872
+score NSL_RCVD_HELO_USER 2.325
+score OBFU_BITCOIN 1.636
+score ODD_FREEM_REPTO 2.999
+score OFFER_ONLY_AMERICA 1.634
+score ONLINE_MKTG_CNSLT 2.499
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_CPANEL_PORT_SPOOFEDURL 0.500
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_FRNOM_TODOM_DBL_URL 1.289
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_HP_HELO_NORDNS 0.999
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_PHPEXP_BOT 1.499
+score PDS_PHP_EVAL 1.499
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
-score PDS_TO_EQ_FROM_NAME 2.150
-score PHP_ORIG_SCRIPT 2.497
-score PHP_ORIG_SCRIPT_EVAL 2.622
-score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.998
-score RAND_MKTG_HEADER 1.997
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TO_EQ_FROM_NAME 2.073
+score PHP_ORIG_SCRIPT 2.499
+score PHP_ORIG_SCRIPT_EVAL 1.753
+score PHP_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 1.000
+score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
-score RDNS_NUM_TLD_XM 2.227
-score REPLYTO_EMPTY 2.996
-score REPTO_419_FRAUD_GM 1.972
-score RISK_FREE 2.596
-score SCRIPT_GIBBERISH 3.096
-score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_PORN011 2.298
-score SERGIO_SUBJECT_VIAGRA01 2.508
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.497
-score SHORTENER_SHORT_IMG 0.309
-score SHORT_SHORTNER 1.997
+score RDNS_NUM_TLD_XM 2.325
+score REPLYTO_EMPTY 2.899
+score REPTO_419_FRAUD_GM 1.959
+score RISK_FREE 2.599
+score SCRIPT_GIBBERISH 3.099
+score SENDGRID_REDIR 1.499
+score SERGIO_SUBJECT_PORN011 2.156
+score SERGIO_SUBJECT_VIAGRA01 2.506
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENED_URL_SRC 2.599
+score SHORTENER_SHORT_IMG 1.831
+score SHORT_SHORTNER 2.000
score STATIC_XPRIO_OLE 0.001
-score SUSP_UTF8_WORD_SUBJ 1.997
-score THIS_AD 0.998
+score SUSP_UTF8_WORD_SUBJ 1.999
+score THIS_AD 0.999
score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.630
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.743
score TO_NO_BRKTS_DYNIP 0.001
-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_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.497
-score TUMBLR_IMG_NOT_RCVD_TUMB 1.997
-score TVD_RCVD_SPACE_BRACKET 3.096
-score UNDISC_FREEM 3.396
-score UNDISC_MONEY 3.396
-score UNICODE_OBFU_ASC 2.497
-score URI_AZURE_CLOUDAPP 2.996
-score URI_DOTEDU 1.997
-score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 1.679
-score URI_IN_URI_10 3.595
-score URI_PHISH 3.995
-score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.997
-score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.612
-score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 1.797
-score XM_LIGHT_HEAVY 2.498
-score XM_RANDOM 2.497
-score XM_RECPTID 2.996
-score YOU_INHERIT 1.675
+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_NORDNS_HTML 1.999
+score TO_NO_BRKTS_PCNT 2.499
+score TUMBLR_IMG_NOT_RCVD_TUMB 1.999
+score TVD_RCVD_SPACE_BRACKET 3.100
+score TVD_SPACE_ENC_FM_MIME 1.999
+score UNDISC_FREEM 3.399
+score UNDISC_MONEY 3.399
+score UNICODE_OBFU_ASC 2.499
+score URI_AZURE_CLOUDAPP 2.999
+score URI_DOTEDU 1.999
+score URI_FIREBASEAPP 2.999
+score URI_GOOGLE_PROXY 1.601
+score URI_IN_URI_10 3.599
+score URI_PHISH 3.999
+score URI_PHP_REDIR 3.500
+score URI_TRY_3LD 1.999
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.809
+score XFER_LOTSA_MONEY 0.999
+score XM_DIGITS_ONLY 2.169
+score XM_LIGHT_HEAVY 2.499
+score XM_RANDOM 2.499
+score XM_RECPTID 2.999
+score YOU_INHERIT 1.662
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -265,7 +267,6 @@ score FORM_FRAUD 1.0
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_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
@@ -296,7 +297,6 @@ score KHOP_HELO_FCRDNS 0.4
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
score LIST_PRTL_PUMPDUMP 1.000
score LIST_PRTL_SAME_USER 1.000
-score LOTTO_AGENT 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1897139&r1=1897138&r2=1897139&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Jan 17 02:52:53 2022
@@ -1,239 +1,235 @@
# Using score set 1 logs for revision 1897080 from:
# ham-net-darxus.r1897080.log ham-net-ena-week0.r1897080.log ham-net-ena-week1.r1897080.log ham-net-ena-week2.r1897080.log ham-net-ena-week3.r1897080.log ham-net-ena-week4.r1897080.log ham-net-giovanni-ham.r1897080.log ham-net-giovanni-spammy.r1897080.log ham-net-giovanni-spam.r1897080.log ham-net-grenier.r1897080.log ham-net-hege.r1897080.log ham-net-jhardin.r1897080.log ham-net-llanga.r1897080.log ham-net-mmiroslaw-mails-ham.r1897080.log ham-net-mmiroslaw-mails-spam.r1897080.log ham-net-pds.r1897080.log ham-net-thendrikx.r1897080.log spam-net-darxus.r1897080.log spam-net-ena-week0.r1897080.log spam-net-ena-week1.r1897080.log spam-net-ena-week2.r1897080.log spam-net-ena-week3.r1897080.log spam-net-ena-week4.r1897080.log spam-net-giovanni-ham.r1897080.log spam-net-giovanni-spammy.r1897080.log spam-net-giovanni-spam.r1897080.log spam-net-grenier.r1897080.log spam-net-hege.r1897080.log spam-net-jhardin.r1897080.log spam-net-llanga.r1897080.log spam-net-mmiroslaw-mails-ham.r1897080.log
spam-net-mmiroslaw-mails-spam.r1897080.log spam-net-pds.r1897080.log spam-net-thendrikx.r1897080.log
-score ACCT_PHISHING_MANY 2.762
+score ACCT_PHISHING_MANY 2.531
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_SPAMMY_URI_PATTERNS8 0.001
-score ADMITS_SPAM 2.299
+score AC_SPAMMY_URI_PATTERNS8 3.644
+score ADMITS_SPAM 2.399
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.084
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.129
-score ADVANCE_FEE_3_NEW_MONEY 1.150
-score ADVANCE_FEE_4_NEW 2.084
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.725
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 0.646
+score ADVANCE_FEE_3_NEW 2.059
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.158
+score ADVANCE_FEE_3_NEW_MONEY 1.179
+score ADVANCE_FEE_4_NEW 2.062
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.479
+score ADVANCE_FEE_4_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW 0.678
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.494
+score ADVANCE_FEE_5_NEW_MONEY 0.495
score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.046
+score AMAZON_IMG_NOT_RCVD_AMZN 1.650
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 0.366
+score BIGNUM_EMAILS_FREEM 2.310
score BIGNUM_EMAILS_MANY 2.999
score BITCOIN_DEADLINE 0.001
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALF_HTML 3.224
+score BITCOIN_MALF_HTML 3.223
score BITCOIN_MALWARE 0.001
score BITCOIN_ONAN 2.999
-score BITCOIN_SPAM_02 0.522
+score BITCOIN_SPAM_02 0.565
score BITCOIN_SPAM_04 1.499
-score BITCOIN_SPAM_05 2.065
+score BITCOIN_SPAM_05 2.499
score BITCOIN_SPAM_07 3.499
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 0.772
+score BITCOIN_YOUR_INFO 0.767
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.381
-score BOGUS_MIME_VERSION 2.852
+score BODY_URI_ONLY 0.493
+score BOGUS_MIME_VERSION 2.853
score CK_HELO_GENERIC 0.001
-score CONTENT_AFTER_HTML 2.500
+score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.439
-score DKIMWL_BL 3.000
-score DKIMWL_WL_HIGH -0.700
-score DKIMWL_WL_MED -0.001
+score DEAR_BENEFICIARY 1.387
+score DKIMWL_BL 2.999
+score DKIMWL_WL_HIGH -0.699
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.999
score END_FUTURE_EMAILS 0.001
-score FILL_THIS_FORM 0.068
+score FILL_THIS_FORM 0.070
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.869
-score FONT_INVIS_LONG_LINE 2.238
-score FONT_INVIS_MSGID 1.029
-score FONT_INVIS_NORDNS 1.586
-score FORGED_SPF_HELO 1.241
+score FONT_INVIS_HTML_NOHTML 1.753
+score FONT_INVIS_LONG_LINE 2.120
+score FONT_INVIS_MSGID 1.036
+score FONT_INVIS_NORDNS 0.493
+score FORGED_SPF_HELO 1.276
score FORM_FRAUD_3 2.199
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 3.300
-score FROM_2_EMAILS_SHORT 0.658
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 3.399
+score FROM_2_EMAILS_SHORT 0.582
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.004
+score FROM_GOV_DKIM_AU -0.001
score FROM_IN_TO_AND_SUBJ 1.699
score FROM_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.001 # force non-zero
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001 # force non-zero
-score FROM_MULTI_NORDNS 1.001
-score FROM_NEWDOM_BTC 1.168
+score FROM_MISSP_XPRIO 0.001
+score FROM_MULTI_NORDNS 1.000
+score FROM_NEWDOM_BTC 1.401
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.894
-score FSL_BULK_SIG 1.968
-score FSL_CTYPE_WIN1251 0.001
+score FROM_SUSPICIOUS_NTLD_FP 0.893
+score FSL_BULK_SIG 1.992
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_HELO_FAKE 2.799
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.199
-score FUZZY_BITCOIN 0.813
-score FUZZY_BTC_WALLET 2.199
-score FUZZY_CLICK_HERE 2.199
-score FUZZY_NORTON 0.976
+score FUZZY_BITCOIN 1.526
+score FUZZY_BTC_WALLET 1.195
+score FUZZY_CLICK_HERE 0.944
+score FUZZY_NORTON 0.541
score FUZZY_PAYPAL 2.399
-score FUZZY_SECURITY 1.411
+score FUZZY_SECURITY 1.574
score FUZZY_WALLET 2.999
score GAPPY_LOW_CONTRAST 2.499
-score GB_FAKE_RF_SHORT 0.001
+score GB_FAKE_RF_SHORT 0.005
score GB_FREEMAIL_DISPTO 0.499
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.602
-score GOOG_REDIR_SHORT 3.064
-score GOOG_STO_EMAIL_PHISH 2.647
+score GOOG_REDIR_NORDNS 2.604
+score GOOG_REDIR_SHORT 3.166
+score GOOG_STO_EMAIL_PHISH 2.349
score GOOG_STO_IMG_HTML 2.999
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.795
-score HDRS_LCASE 0.099
+score HAS_X_OUTGOING_SPAM_STAT 0.791
+score HDRS_LCASE 0.001
score HDRS_LCASE_IMGONLY 0.099
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 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.437
+score HK_RANDOM_FROM 0.010
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.185
+score HOSTED_IMG_DIRECT_MX 2.036
score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 1.500
-score HTML_FONT_TINY_NORDNS 1.238
+score HTML_ENTITY_ASCII 2.893
+score HTML_FONT_TINY_NORDNS 1.121
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 0.001
score HTML_TAG_BALANCE_CENTER 2.584
-score HTML_TEXT_INVISIBLE_FONT 1.489
-score HTML_TEXT_INVISIBLE_STYLE 1.929
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_FAKE_EBAY 1.099
-score KHOP_HELO_FCRDNS 0.314
-score LONGLN_LOW_CONTRAST 2.052
+score HTML_TEXT_INVISIBLE_FONT 1.515
+score HTML_TEXT_INVISIBLE_STYLE 2.046
+score JH_SPAMMY_HEADERS 3.500
+score KHOP_HELO_FCRDNS 0.320
+score LONGLN_LOW_CONTRAST 1.925
score LONG_HEX_URI 0.001
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.514
+score LONG_IMG_URI 0.599
+score LONG_INVISIBLE_TEXT 1.627
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 0.001
score MALWARE_NORDNS 0.001
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 1.211
+score MIXED_AREA_CASE 2.454
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.514
-score MIXED_HREF_CASE 1.999
-score MIXED_IMG_CASE 0.224
-score MONEY_FORM_SHORT 0.837
+score MIXED_ES 2.517
+score MIXED_HREF_CASE 1.851
+score MIXED_IMG_CASE 2.833
+score MONEY_FORM_SHORT 0.806
score MONEY_FRAUD_3 2.599
-score MONEY_FRAUD_5 0.885
-score MONEY_FRAUD_8 0.159
+score MONEY_FRAUD_5 0.886
+score MONEY_FRAUD_8 0.155
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_MISSP 0.001
-score MSGID_NOFQDN1 0.508
+score MSGID_NOFQDN1 0.500
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 0.900
-score NA_DOLLARS 1.305
+score NAME_EMAIL_DIFF 1.219
+score NA_DOLLARS 1.279
score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 0.001
+score NORDNS_LOW_CONTRAST 0.001 # force non-zero
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.331
-score OBFU_BITCOIN 2.658
-score ODD_FREEM_REPTO 2.190
-score ONLINE_MKTG_CNSLT 2.400
+score NSL_RCVD_HELO_USER 1.462
+score OBFU_BITCOIN 2.309
+score ODD_FREEM_REPTO 2.189
+score ONLINE_MKTG_CNSLT 2.399
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001
+score PDS_BTC_MSGID 0.001 # force non-zero
score PDS_CPANEL_PORT_SPOOFEDURL 0.499
-score PDS_FRNOM_TODOM_DBL_URL 1.458
-score PDS_FRNOM_TODOM_NAKED_TO 1.039
-score PDS_FROM_NAME_TO_DOMAIN 1.959
+score PDS_FRNOM_TODOM_DBL_URL 0.568
+score PDS_FRNOM_TODOM_NAKED_TO 1.153
+score PDS_FROM_NAME_TO_DOMAIN 1.845
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHPEXP_BOT 1.272
-score PDS_PHP_EVAL 1.410
+score PDS_PHPEXP_BOT 0.993
+score PDS_PHP_EVAL 1.499
score PDS_RDNS_DYNAMIC_FP 0.010
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.344
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.346
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PDS_TO_EQ_FROM_NAME 2.368
-score PHP_ORIG_SCRIPT 1.871
-score PHP_ORIG_SCRIPT_EVAL 2.434
+score PDS_TO_EQ_FROM_NAME 2.382
+score PHP_ORIG_SCRIPT 1.763
+score PHP_ORIG_SCRIPT_EVAL 2.605
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.983
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 2.288
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 1.724
score REPLYTO_EMPTY 2.899
-score SCRIPT_GIBBERISH 2.399
-score SENDGRID_REDIR 0.500
-score SERGIO_SUBJECT_PORN011 0.546
-score SERGIO_SUBJECT_VIAGRA01 3.010
+score SCRIPT_GIBBERISH 2.499
+score SENDGRID_REDIR 0.504
+score SERGIO_SUBJECT_PORN011 0.636
+score SERGIO_SUBJECT_VIAGRA01 3.294
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 2.199
+score SHORTENED_URL_SRC 2.300
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 1.515
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEMAIL 1.498
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
score SPOOFED_FREEM_REPTO 0.001
-score SPOOF_GMAIL_MID 0.709
+score SPOOF_GMAIL_MID 0.737
score STATIC_XPRIO_OLE 0.001
score SUSP_UTF8_WORD_SUBJ 1.999
score THIS_AD 0.799
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.255
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.271
+score TO_NAME_SUBJ_NO_RDNS 1.365
score TO_NO_BRKTS_DYNIP 0.001
-score TO_NO_BRKTS_FROM_MSSP 0.824
+score TO_NO_BRKTS_FROM_MSSP 0.655
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_NORDNS_HTML 1.107
+score TO_NO_BRKTS_NORDNS_HTML 1.123
score TO_NO_BRKTS_PCNT 2.499
score TUMBLR_IMG_NOT_RCVD_TUMB 1.999
score TVD_RCVD_SPACE_BRACKET 3.099
score TVD_SPACE_ENCODED 0.001 # force non-zero
-score UNDISC_FREEM 3.099
-score UNDISC_MONEY 2.899
+score UNDISC_FREEM 3.199
+score UNDISC_MONEY 2.939
score UNICODE_OBFU_ASC 2.499
-score URI_AZURE_CLOUDAPP 2.713
+score URI_AZURE_CLOUDAPP 2.564
score URI_DOTEDU 1.999
score URI_FIREBASEAPP 2.999
score URI_GOOGLE_PROXY 1.714
score URI_IMG_WP_REDIR 2.999
-score URI_IN_URI_10 3.399
+score URI_IN_URI_10 3.499
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.629
-score URI_PHP_REDIR 2.857
+score URI_PHISH 3.626
+score URI_PHP_REDIR 2.850
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 XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 0.609
+score XM_DIGITS_ONLY 1.770
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.001
-score YOU_INHERIT 2.078
+score XPRIO 0.001 # force non-zero
+score YOU_INHERIT 2.044
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=1897139&r1=1897138&r2=1897139&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Jan 17 02:52:53 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 340593 36.395% (99.717% of non-spam corpus)
-# Correctly spam: 450836 48.176% (75.865% of spam corpus)
-# False positives: 968 0.103% (0.283% of nonspam, 54982 weighted)
-# False negatives: 143421 15.326% (24.135% of spam, 279721 weighted)
+# Correctly non-spam: 341938 35.488% (99.707% of non-spam corpus)
+# Correctly spam: 480074 49.825% (77.358% of spam corpus)
+# False positives: 1004 0.104% (0.293% of nonspam, 58845 weighted)
+# False negatives: 140514 14.583% (22.642% of spam, 257794 weighted)
# Average score for spam: 8.9 nonspam: 0.5
-# Average for false-pos: 6.5 false-neg: 2.0
-# TOTAL: 935818 100.00%
+# Average for false-pos: 6.5 false-neg: 1.8
+# TOTAL: 963530 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 42414 99.66%
-# Correctly spam: 56404 75.99%
-# False positives: 145 0.34%
-# False negatives: 17818 24.01%
-# TCR(l=50): 2.960827 SpamRecall: 75.994% SpamPrec: 99.744%
+# Correctly non-spam: 42620 99.71%
+# Correctly spam: 59061 76.21%
+# False positives: 124 0.29%
+# False negatives: 18436 23.79%
+# TCR(l=50): 3.145681 SpamRecall: 76.211% SpamPrec: 99.790%
##### 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: 332339 97.30%
-# Correctly spam: 301848 50.79%
-# False positives: 9222 2.70%
-# False negatives: 292409 49.21%
-# TCR(l=50): 0.788653 SpamRecall: 50.794% SpamPrec: 97.035%
+# Correctly non-spam: 333750 97.32%
+# Correctly spam: 307101 49.49%
+# False positives: 9192 2.68%
+# False negatives: 313487 50.51%
+# TCR(l=50): 0.802740 SpamRecall: 49.485% SpamPrec: 97.094%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 41400 97.28%
-# Correctly spam: 37794 50.92%
-# False positives: 1159 2.72%
-# False negatives: 36428 49.08%
-# TCR(l=50): 0.786433 SpamRecall: 50.920% SpamPrec: 97.025%
+# Correctly non-spam: 41518 97.13%
+# Correctly spam: 38444 49.61%
+# False positives: 1226 2.87%
+# False negatives: 39053 50.39%
+# TCR(l=50): 0.772244 SpamRecall: 49.607% SpamPrec: 96.910%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1897139&r1=1897138&r2=1897139&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Jan 17 02:52:53 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 318377 49.730% (99.710% of non-spam corpus)
-# Correctly spam: 288380 45.044% (89.864% of spam corpus)
-# False positives: 927 0.145% (0.290% of nonspam, 65488 weighted)
-# False negatives: 32528 5.081% (10.136% of spam, 55364 weighted)
+# Correctly non-spam: 318373 49.729% (99.708% of non-spam corpus)
+# Correctly spam: 288429 45.052% (89.879% of spam corpus)
+# False positives: 931 0.145% (0.292% of nonspam, 65681 weighted)
+# False negatives: 32478 5.073% (10.121% of spam, 55259 weighted)
# Average score for spam: 18.1 nonspam: -0.8
# Average for false-pos: 7.0 false-neg: 1.7
-# TOTAL: 640212 100.00%
+# TOTAL: 640211 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 39656 99.71%
-# Correctly spam: 35917 89.87%
+# Correctly spam: 35865 89.74%
# False positives: 115 0.29%
-# False negatives: 4047 10.13%
-# TCR(l=50): 4.079208 SpamRecall: 89.873% SpamPrec: 99.681%
+# False negatives: 4099 10.26%
+# TCR(l=50): 4.057671 SpamRecall: 89.743% SpamPrec: 99.680%
##### 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: 318280 99.68%
-# Correctly spam: 249888 77.87%
+# Correctly spam: 250043 77.92%
# False positives: 1024 0.32%
-# False negatives: 71020 22.13%
-# TCR(l=50): 2.625659 SpamRecall: 77.869% SpamPrec: 99.592%
+# False negatives: 70864 22.08%
+# TCR(l=50): 2.629006 SpamRecall: 77.918% SpamPrec: 99.592%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 39642 99.68%
-# Correctly spam: 31190 78.05%
+# Correctly spam: 31138 77.92%
# False positives: 129 0.32%
-# False negatives: 8774 21.95%
-# TCR(l=50): 2.625066 SpamRecall: 78.045% SpamPrec: 99.588%
+# False negatives: 8826 22.08%
+# TCR(l=50): 2.616130 SpamRecall: 77.915% SpamPrec: 99.587%