Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1895345&r1=1895344&r2=1895345&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Nov 26 02:43:09 2021
@@ -1,229 +1,209 @@
-# Using score set 0 logs for revision 1895267 from:
-# ham-darxus.r1895267.log ham-ena-week0.r1895267.log ham-ena-week1.r1895267.log ham-ena-week2.r1895267.log ham-ena-week3.r1895267.log ham-ena-week4.r1895267.log ham-giovanni-ham.r1895267.log ham-giovanni-spammy.r1895267.log ham-giovanni-spam.r1895267.log ham-grenier.r1895267.log ham-hege.r1895267.log ham-jhardin.r1895267.log ham-llanga.r1895267.log ham-mmiroslaw-mails-ham.r1895267.log ham-mmiroslaw-mails-spam.r1895267.log ham-pds.r1895267.log ham-spamsponge.r1895267.log ham-thendrikx.r1895267.log ham-tsz-spam-corpus.r1895267.log spam-darxus.r1895267.log spam-ena-week0.r1895267.log spam-ena-week1.r1895267.log spam-ena-week2.r1895267.log spam-ena-week3.r1895267.log spam-ena-week4.r1895267.log spam-giovanni-ham.r1895267.log spam-giovanni-spammy.r1895267.log spam-giovanni-spam.r1895267.log spam-grenier.r1895267.log spam-hege.r1895267.log spam-jhardin.r1895267.log spam-llanga.r1895267.log spam-mmiroslaw-mails-ham.r1895267.log spam-mmiroslaw-mails-spam.r1895267.log spam-pds.r1895267.log s
pam-spamsponge.r1895267.log spam-thendrikx.r1895267.log spam-tsz-spam-corpus.r1895267.log
+# Using score set 0 logs for revision 1895317 from:
+# ham-darxus.r1895317.log ham-ena-week0.r1895317.log ham-ena-week1.r1895317.log ham-ena-week2.r1895317.log ham-ena-week3.r1895317.log ham-ena-week4.r1895317.log ham-giovanni-ham.r1895317.log ham-giovanni-spammy.r1895317.log ham-giovanni-spam.r1895317.log ham-grenier.r1895317.log ham-hege.r1895317.log ham-jhardin.r1895317.log ham-llanga.r1895317.log ham-pds.r1895317.log ham-spamsponge.r1895317.log ham-thendrikx.r1895317.log spam-darxus.r1895317.log spam-ena-week0.r1895317.log spam-ena-week1.r1895317.log spam-ena-week2.r1895317.log spam-ena-week3.r1895317.log spam-ena-week4.r1895317.log spam-giovanni-ham.r1895317.log spam-giovanni-spammy.r1895317.log spam-giovanni-spam.r1895317.log spam-grenier.r1895317.log spam-hege.r1895317.log spam-jhardin.r1895317.log spam-llanga.r1895317.log spam-pds.r1895317.log spam-spamsponge.r1895317.log spam-thendrikx.r1895317.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.999
+score AC_DIV_BONANZA 0.001
+score AC_FROM_MANY_DOTS 3.000
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.999
+score ADMITS_SPAM 2.899
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.435
-score ADVANCE_FEE_3_NEW 2.250
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.045
-score ADVANCE_FEE_4_NEW 2.599
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_2_NEW_MONEY 0.001
+score ADVANCE_FEE_3_NEW 2.836
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.536
+score ADVANCE_FEE_3_NEW_MONEY 2.799
+score ADVANCE_FEE_4_NEW 2.210
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.199
+score ADVANCE_FEE_4_NEW_MONEY 0.406
+score ADVANCE_FEE_5_NEW 0.091
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.499
+score AD_PREFS 0.312
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score ANY_PILL_PRICE 3.279
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.311
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.371
-score AXB_XM_FORGED_OL2600 2.715
-score BIGNUM_EMAILS_FREEM 2.999
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.403
+score BIGNUM_EMAILS_FREEM 0.159
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 3.504
-score BITCOIN_IMGUR 2.645
-score BITCOIN_MALF_HTML 3.499
-score BITCOIN_SPAM_02 1.503
-score BITCOIN_SPAM_03 2.499
+score BITCOIN_IMGUR 2.236
+score BITCOIN_MALF_HTML 0.001
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
-score BITCOIN_XPRIO 1.501
+score BITCOIN_XPRIO 1.490
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 2.499
-score BOGUS_MIME_VERSION 3.500
-score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML 2.100
+score BODY_SINGLE_URI 1.746
+score BODY_SINGLE_WORD 0.001
+score BOGUS_MIME_VERSION 3.499
+score CK_HELO_GENERIC 0.250
+score CONTENT_AFTER_HTML 2.182
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.301
-score DX_TEXT_03 1.499
-score ENCRYPTED_MESSAGE -0.999
+score DEAR_BENEFICIARY 0.841
+score DX_TEXT_03 1.200
score FACEBOOK_IMG_NOT_RCVD_FB 1.498
score FILL_THIS_FORM 1.699
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 1.707
-score FONT_INVIS_LONG_LINE 0.726
+score FONT_INVIS_HTML_NOHTML 2.178
+score FONT_INVIS_LONG_LINE 2.588
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 3.367
+score FONT_INVIS_POSTEXTRAS 1.392
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_DOC_PDF_BCC 2.301
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_2_EMAILS_SHORT 2.543
-score FROM_IN_TO_AND_SUBJ 2.399
-score FROM_MISSPACED 0.505
-score FROM_MISSP_DYNIP 2.399
-score FROM_MISSP_EH_MATCH 0.001 # force non-zero
-score FROM_MISSP_FREEMAIL 3.299
-score FROM_MISSP_MSFT 0.403
-score FROM_MISSP_PHISH 3.499
-score FROM_MISSP_TO_UNDISC 0.381
-score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 2.499
+score FROM_2_EMAILS_SHORT 2.999
+score FROM_IN_TO_AND_SUBJ 2.099
+score FROM_MISSPACED 1.217
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 3.199
+score FROM_MISSP_MSFT 2.450
+score FROM_MISSP_PHISH 2.953
+score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MULTI_NORDNS 2.491
score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_SUSPICIOUS_NTLD 0.261
-score FROM_SUSPICIOUS_NTLD_FP 1.541
-score FROM_WSP_TRAIL 2.499
-score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 1.052
+score FROM_SUSPICIOUS_NTLD 0.469
+score FROM_SUSPICIOUS_NTLD_FP 1.821
+score FROM_WSP_TRAIL 2.399
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_HELO_FAKE 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 0.001 # force non-zero
+score FUZZY_AMAZON 0.001
score FUZZY_BITCOIN 2.799
-score FUZZY_WALLET 2.499
+score FUZZY_WALLET 2.599
score GAPPY_LOW_CONTRAST 2.499
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOG_IMG_NOT_RCVD_GOOG 2.257
-score GOOG_REDIR_NORDNS 2.590
-score GOOG_REDIR_SHORT 2.699
-score GOOG_STO_EMAIL_PHISH 2.614
-score GOOG_STO_IMG_HTML 2.980
-score GOOG_STO_NOIMG_HTML 3.000
+score GOOG_REDIR_NORDNS 2.499
+score GOOG_STO_EMAIL_PHISH 2.999
+score GOOG_STO_IMG_HTML 2.999
+score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 1.999
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.350
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.500
+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 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.001
-score HK_SPAMMY_FILENAME 3.000
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 3.500
+score HK_SCAM 0.409
+score HOSTED_IMG_DIRECT_MX 0.001
+score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 2.000
-score HTML_OFF_PAGE 0.001
-score HTML_TAG_BALANCE_CENTER 1.999
-score HTML_TEXT_INVISIBLE_STYLE 2.186
-score IMG_ONLY_FM_DOM_INFO 2.499
+score HTML_ENTITY_ASCII 2.843
+score HTML_FONT_TINY_NORDNS 1.999
+score HTML_OFF_PAGE 0.400
+score HTML_TAG_BALANCE_CENTER 2.085
+score HTML_TEXT_INVISIBLE_STYLE 2.098
score JH_SPAMMY_HEADERS 3.499
-score JH_SPAMMY_PATTERN01 3.000
-score LINKEDIN_IMG_NOT_RCVD_LNKN 2.499
-score LONGLN_LOW_CONTRAST 1.360
+score JH_SPAMMY_PATTERN01 2.999
+score LONGLN_LOW_CONTRAST 1.285
score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.098
+score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 2.000
score MALWARE_NORDNS 0.001
-score MALW_ATTACH 2.700
-score MANY_SPAN_IN_TEXT 2.299
-score MILLION_HUNDRED 0.001 # force non-zero
-score MIMEOLE_DIRECT_TO_MX 0.522
-score MIXED_AREA_CASE 2.147
+score MILLION_HUNDRED 0.001
+score MIMEOLE_DIRECT_TO_MX 1.000
+score MIXED_AREA_CASE 0.719
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 3.003
-score MIXED_FONT_CASE 2.499
-score MIXED_HREF_CASE 0.560
-score MIXED_IMG_CASE 1.733
-score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 0.414
-score MONEY_FRAUD_5 3.199
-score MONEY_FRAUD_8 2.642
-score MONEY_FREEMAIL_REPTO 1.695
-score MONEY_FROM_41 1.792
-score MONEY_FROM_MISSP 0.001
-score MSGID_NOFQDN1 0.724
+score MIXED_ES 3.252
+score MIXED_FONT_CASE 1.945
+score MIXED_HREF_CASE 0.816
+score MIXED_IMG_CASE 0.295
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 1.176
+score MONEY_FRAUD_3 1.395
+score MONEY_FRAUD_5 3.081
+score MONEY_FRAUD_8 3.099
+score MONEY_FREEMAIL_REPTO 1.148
+score MONEY_FROM_41 1.999
+score MONEY_FROM_MISSP 1.385
+score MSGID_NOFQDN1 0.001
score MSMAIL_PRI_ABNORMAL 0.001
-score NA_DOLLARS 0.695
-score NICE_REPLY_A -4.099
-score NORDNS_LOW_CONTRAST 1.887
-score NO_FM_NAME_IP_HOSTN 2.262
+score NA_DOLLARS 1.055
+score NICE_REPLY_A -4.151
+score NORDNS_LOW_CONTRAST 1.888
+score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.457
-score ODD_FREEM_REPTO 2.809
-score OFFER_ONLY_AMERICA 1.951
+score NSL_RCVD_HELO_USER 2.186
+score OBFU_BITCOIN 1.736
+score OBFU_TEXT_ATTACH 1.196
+score ODD_FREEM_REPTO 2.999
+score OFFER_ONLY_AMERICA 0.853
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 1.000
-score PDS_BTC_NTLD 1.913
+score PDS_BTC_MSGID 0.999
+score PDS_BTC_NTLD 0.807
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_DBL_URL 1.425
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_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHP_EVAL 1.500
+score PDS_PHPEXP_BOT 1.499
+score PDS_PHP_EVAL 0.959
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 2.000
-score PDS_TO_EQ_FROM_NAME 3.799
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TO_EQ_FROM_NAME 3.299
score PHP_ORIG_SCRIPT 2.499
-score PHP_ORIG_SCRIPT_EVAL 2.999
+score PHP_ORIG_SCRIPT_EVAL 2.293
score PHP_SCRIPT 2.499
-score POSSIBLE_AMAZON_PHISH_02 3.299
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RAND_HEADER_LIST_SPOOF 2.999
-score RAND_HEADER_MANY 2.999
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
-score RDNS_NUM_TLD_XM 2.263
+score RDNS_NUM_TLD_XM 2.999
score REPLYTO_EMPTY 3.099
score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.899
+score REPTO_419_FRAUD_GM_LOOSE 1.000
+score RISK_FREE 2.299
score SCRIPT_GIBBERISH 0.001
score SENDGRID_REDIR 1.499
-score SEO_SUSP_NTLD 1.199
-score SERGIO_SUBJECT_VIAGRA01 0.834
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
-score SHORTENED_URL_SRC 2.699
-score SHORTENER_SHORT_IMG 2.499
-score SHORT_SHORTNER 1.999
-score STATIC_XPRIO_OLE 0.001 # force non-zero
-score SUBJ_OBFU_LOW_CNTRST 2.500
+score SEO_SUSP_NTLD 0.001
+score SERGIO_SUBJECT_VIAGRA01 3.239
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENED_URL_SRC 2.399
+score SHORTENER_SHORT_IMG 2.411
+score SHORT_SHORTNER 2.000
+score STATIC_XPRIO_OLE 0.001
+score SUBJ_OBFU_LOW_CNTRST 2.499
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 1.399
+score THIS_AD 1.199
score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.890
-score TO_NO_BRKTS_DYNIP 0.001 # force non-zero
+score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_NO_BRKTS_DYNIP 0.001
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 TO_NO_BRKTS_PCNT 2.260
score TRANSFORM_LIFE 2.499
-score TVD_RCVD_SPACE_BRACKET 2.799
-score TVD_SPACE_ENC_FM_MIME 0.986
-score UNDISC_FREEM 3.599
+score TVD_RCVD_SPACE_BRACKET 2.899
+score UNDISC_FREEM 3.299
score UNDISC_MONEY 3.599
-score UNICODE_OBFU_ASC 2.500
+score UNICODE_OBFU_ASC 2.499
score URI_DOTEDU 1.999
score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.599
+score URI_GOOGLE_PROXY 2.499
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IN_URI_10 2.999
+score URI_IN_URI_10 2.699
score URI_PHISH 3.999
-score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.999
+score URI_PHP_REDIR 3.500
+score URI_TRY_3LD 1.940
score URI_WPADMIN 2.699
-score URI_WP_DIRINDEX 3.500
+score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.789
-score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 1.010
+score VFY_ACCT_NORDNS 2.912
+score XFER_LOTSA_MONEY 1.000
+score XM_DIGITS_ONLY 1.930
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score YOU_INHERIT 0.020
+score YOU_INHERIT 0.549
score ZW_OBFU_FREEM 1.999
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -242,12 +222,15 @@ score APP_DEVELOPMENT_FREEM 1.0
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
score BITCOIN_BOMB 1.000
+score BITCOIN_DEADLINE 1.000
+score BITCOIN_EXTORT_01 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_MALWARE 1.000
score BITCOIN_OBFU_SUBJ 1.000
score BITCOIN_ONAN 1.000
score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
+score BITCOIN_SPAM_03 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_08 1.000
@@ -262,15 +245,18 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
+score COMPENSATION 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 ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 1.000
score ENVFROM_GOOG_TRIX 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
+score FONT_INVIS_NORDNS 1.000
score FORM_FRAUD 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
@@ -282,6 +268,7 @@ score GAPPY_SALES_LEADS_FREEM 1.0
score GB_FORGED_MUA_POSTFIX 1.000
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
+score GB_GOOG_IMG_NOT_RCVD_GOOG 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
@@ -291,22 +278,27 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
+score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 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_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
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -317,8 +309,7 @@ score MSGID_HDR_MALF 1.0
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
-score OBFU_BITCOIN 1.000
-score PDS_FROM_2_EMAILS 1.000
+score PDS_TINYSUBJ_URISHRT 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -329,6 +320,8 @@ score PP_TOO_MUCH_UNICODE02 0.5
score PP_TOO_MUCH_UNICODE05 1.000
score PUMPDUMP 1.000
score PUMPDUMP_MULTI 1.000
+score RAND_HEADER_LIST_SPOOF 1.000
+score RAND_HEADER_MANY 1.000
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
@@ -354,6 +347,10 @@ score SYSADMIN 1.0
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
+score TO_NO_BRKTS_MSFT 1.000
+score TVD_SPACE_ENCODED 1.000
+score TVD_SPACE_ENC_FM_MIME 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
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1895345&r1=1895344&r2=1895345&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Nov 26 02:43:09 2021
@@ -3,64 +3,64 @@
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.566
+score AC_DIV_BONANZA 0.001 # force non-zero
+score AC_FROM_MANY_DOTS 0.578
score AC_HTML_NONSENSE_TAGS 1.997
score ADMITS_SPAM 1.510
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 1.692
+score ADVANCE_FEE_3_NEW 1.673
score ADVANCE_FEE_3_NEW_FRM_MNY 2.197
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.580
-score ADVANCE_FEE_4_NEW_MONEY 0.758
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.098
+score ADVANCE_FEE_4_NEW_MONEY 0.722
score ADVANCE_FEE_5_NEW 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.718
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.080
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.498
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 0.001
-score BIGNUM_EMAILS_MANY 0.009
+score BIGNUM_EMAILS_FREEM 0.001 # force non-zero
+score BIGNUM_EMAILS_MANY 0.003
score BITCOIN_IMGUR 3.496
-score BITCOIN_MALF_HTML 2.474
+score BITCOIN_MALF_HTML 2.487
score BITCOIN_MALWARE 0.001
-score BITCOIN_SPAM_02 1.076
-score BITCOIN_SPAM_03 0.932
-score BITCOIN_SPAM_05 1.863
+score BITCOIN_SPAM_02 1.083
+score BITCOIN_SPAM_03 1.875
+score BITCOIN_SPAM_05 2.255
score BITCOIN_SPAM_07 3.496
-score BITCOIN_SPAM_09 1.499
+score BITCOIN_SPAM_09 1.498
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.996
+score BITCOIN_YOUR_INFO 2.975
score BODY_SINGLE_URI 2.497
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.517
+score BODY_URI_ONLY 1.533
score BOGUS_MIME_VERSION 3.496
-score CK_HELO_GENERIC 0.001
+score CK_HELO_GENERIC 0.001 # force non-zero
score CONTENT_AFTER_HTML 0.001
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DEAR_BENEFICIARY 1.413
+score CTE_8BIT_MISMATCH 0.001
+score DEAR_BENEFICIARY 1.432
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.706
+score DKIMWL_WL_HIGH -0.702
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 0.001
-score FACEBOOK_IMG_NOT_RCVD_FB 1.309
+score FACEBOOK_IMG_NOT_RCVD_FB 1.318
score FILL_THIS_FORM 1.597
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 0.011
-score FONT_INVIS_LONG_LINE 2.987
-score FONT_INVIS_MSGID 1.683
-score FONT_INVIS_POSTEXTRAS 0.001
+score FONT_INVIS_HTML_NOHTML 0.001
+score FONT_INVIS_LONG_LINE 2.993
+score FONT_INVIS_MSGID 1.810
+score FONT_INVIS_POSTEXTRAS 1.352
score FORGED_SPF_HELO 1.498
score FORM_FRAUD 0.001
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 2.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_2_EMAILS_SHORT 2.585
score FROM_BANK_NOAUTH 0.998
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.998
@@ -70,78 +70,78 @@ score FROM_IN_TO_AND_SUBJ 2.1
score FROM_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 2.996
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.894
-score FROM_NEWDOM_BTC 1.878
+score FROM_MULTI_NORDNS 1.896
+score FROM_NEWDOM_BTC 0.863
score FROM_PAYPAL_SPOOF 1.597
-score FROM_SUSPICIOUS_NTLD 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD 0.001
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_WSP_TRAIL 2.063
-score FSL_BULK_SIG 0.001
+score FROM_WSP_TRAIL 1.402
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score FUZZY_BITCOIN 2.001
+score FUZZY_BITCOIN 1.802
score FUZZY_WALLET 2.097
score GAPPY_LOW_CONTRAST 2.497
-score GB_FAKE_RF_SHORT 0.040
+score GB_FAKE_RF_SHORT 0.073
score GB_FREEMAIL_DISPTO 0.498
-score GOOG_REDIR_NORDNS 1.451
-score GOOG_STO_EMAIL_PHISH 2.557
-score GOOG_STO_IMG_HTML 2.981
+score GOOG_REDIR_NORDNS 1.452
+score GOOG_STO_EMAIL_PHISH 2.217
+score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.799
+score HAS_X_OUTGOING_SPAM_STAT 0.807
score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 0.806
+score HDRS_MISSP 0.810
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_NO_DOMAIN 0.006
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.998
-score HK_NAME_MR_MRS 0.237
-score HK_RANDOM_ENVFROM 0.001
+score HK_NAME_MR_MRS 0.476
+score HK_RANDOM_ENVFROM 0.001 # force non-zero
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.001
-score HK_SCAM 0.914
+score HK_SCAM 0.551
score HK_SPAMMY_FILENAME 2.197
score HK_WIN 0.998
-score HOSTED_IMG_DIRECT_MX 0.108
+score HOSTED_IMG_DIRECT_MX 0.091
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 0.355
+score HTML_ENTITY_ASCII 0.706
score HTML_FONT_TINY_NORDNS 1.997
score HTML_OFF_PAGE 0.001
score HTML_SINGLET_MANY 0.001
-score HTML_TAG_BALANCE_CENTER 2.935
-score HTML_TEXT_INVISIBLE_FONT 0.866
-score HTML_TEXT_INVISIBLE_STYLE 1.681
+score HTML_TAG_BALANCE_CENTER 2.930
+score HTML_TEXT_INVISIBLE_FONT 0.739
+score HTML_TEXT_INVISIBLE_STYLE 1.698
score JH_SPAMMY_HEADERS 3.496
-score JH_SPAMMY_PATTERN01 2.733
+score JH_SPAMMY_PATTERN01 2.872
score KHOP_HELO_FCRDNS 0.001
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 0.930
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 0.749
+score LONG_HEX_URI 0.926
+score LONG_IMG_URI 0.001 # force non-zero
+score LONG_INVISIBLE_TEXT 0.750
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALWARE_NORDNS 0.225
+score MALWARE_NORDNS 0.248
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.644
+score MILLION_HUNDRED 0.710
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.745
-score MIXED_CENTER_CASE 2.486
-score MIXED_ES 2.885
-score MIXED_FONT_CASE 1.943
-score MIXED_HREF_CASE 0.313
-score MIXED_IMG_CASE 0.751
-score MONEY_FORM_SHORT 1.327
-score MONEY_FRAUD_3 0.897
-score MONEY_FRAUD_5 2.011
+score MIXED_AREA_CASE 0.199
+score MIXED_CENTER_CASE 1.854
+score MIXED_ES 2.882
+score MIXED_FONT_CASE 2.328
+score MIXED_HREF_CASE 0.408
+score MIXED_IMG_CASE 1.169
+score MONEY_FORM_SHORT 1.318
+score MONEY_FRAUD_3 0.657
+score MONEY_FRAUD_5 1.999
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 0.001
@@ -149,68 +149,68 @@ score MONEY_FROM_MISSP 0.0
score MSGID_NOFQDN1 0.001
score MSMAIL_PRI_ABNORMAL 0.001
score NA_DOLLARS 1.498
-score NICE_REPLY_A -0.991
-score NORDNS_LOW_CONTRAST 0.001
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NICE_REPLY_A -1.993
+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 2.120
-score OBFU_BITCOIN 0.294
-score OBFU_TEXT_ATTACH 1.082
-score ODD_FREEM_REPTO 2.243
+score NSL_RCVD_HELO_USER 0.211
+score OBFU_BITCOIN 1.914
+score OBFU_TEXT_ATTACH 0.950
+score ODD_FREEM_REPTO 2.214
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.859
+score PDS_BTC_NTLD 0.001
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FRNOM_TODOM_DBL_URL 1.222
+score PDS_FRNOM_TODOM_DBL_URL 1.373
score PDS_FRNOM_TODOM_NAKED_TO 1.498
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 0.001
score PDS_PHP_EVAL 1.498
-score PDS_RDNS_DYNAMIC_FP 0.010
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.748
+score PDS_RDNS_DYNAMIC_FP 0.001
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.745
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
score PDS_TO_EQ_FROM_NAME 2.796
-score PHP_ORIG_SCRIPT 2.247
+score PHP_ORIG_SCRIPT 2.249
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_MKTG_HEADER 1.997
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.851
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RDNS_NUM_TLD_XM 2.009
score REPLYTO_EMPTY 2.896
score REPTO_419_FRAUD 2.996
score REPTO_419_FRAUD_GM 2.996
score RISK_FREE 2.197
score SCRIPT_GIBBERISH 0.001
-score SENDGRID_REDIR 0.896
+score SENDGRID_REDIR 0.910
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.397
-score SHORTENER_SHORT_IMG 0.176
+score SHORTENER_SHORT_IMG 2.210
score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 1.322
+score SPOOFED_FREEMAIL 1.324
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.498
-score SPOOF_GMAIL_MID 1.498
-score STATIC_XPRIO_OLE 0.001 # force non-zero
-score SUBJ_OBFU_LOW_CNTRST 1.799
+score SPOOFED_FREEM_REPTO 2.497
+score SPOOF_GMAIL_MID 1.497
+score STATIC_XPRIO_OLE 0.001
+score SUBJ_OBFU_LOW_CNTRST 1.488
score SUSP_UTF8_WORD_SUBJ 1.997
score THIS_AD 0.998
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+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_SPF_FAIL 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_DYNIP 0.234
-score TO_NO_BRKTS_FROM_MSSP 1.702
+score TO_NAME_SUBJ_NO_RDNS 2.959
+score TO_NO_BRKTS_DYNIP 0.250
+score TO_NO_BRKTS_FROM_MSSP 1.706
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
score TO_NO_BRKTS_NORDNS_HTML 1.203
-score TO_NO_BRKTS_PCNT 0.001
+score TO_NO_BRKTS_PCNT 1.219
score TRANSFORM_LIFE 2.497
score TVD_RCVD_SPACE_BRACKET 2.696
score UNDISC_FREEM 3.096
@@ -223,15 +223,15 @@ score URI_GOOG_STO_SPAMMY 2.9
score URI_IN_URI_10 2.497
score URI_ONLY_MSGID_MALF 1.997
score URI_PHISH 3.625
-score URI_PHP_REDIR 3.183
-score URI_TRY_3LD 1.203
+score URI_PHP_REDIR 3.169
+score URI_TRY_3LD 1.204
score URI_WPADMIN 2.596
score URI_WP_DIRINDEX 3.496
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
score VFY_ACCT_NORDNS 2.996
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 1.389
+score XM_DIGITS_ONLY 0.858
score XM_LIGHT_HEAVY 2.497
score XM_RANDOM 2.497
score XM_RECPTID 2.996
@@ -325,6 +325,7 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1895345&r1=1895344&r2=1895345&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Nov 26 02:43:09 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 291533 38.222% (99.582% of non-spam corpus)
-# Correctly spam: 351819 46.126% (74.858% of spam corpus)
-# False positives: 1225 0.161% (0.418% of nonspam, 69254 weighted)
-# False negatives: 118160 15.492% (25.142% of spam, 194752 weighted)
-# Average score for spam: 8.3 nonspam: 0.5
-# Average for false-pos: 7.0 false-neg: 1.6
-# TOTAL: 762737 100.00%
+# Correctly non-spam: 282220 54.927% (99.584% of non-spam corpus)
+# Correctly spam: 162830 31.691% (70.671% of spam corpus)
+# False positives: 1180 0.230% (0.416% of nonspam, 32817 weighted)
+# False negatives: 67577 13.152% (29.329% of spam, 94317 weighted)
+# Average score for spam: 9.4 nonspam: 0.5
+# Average for false-pos: 6.8 false-neg: 1.4
+# TOTAL: 513807 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36386 99.55%
-# Correctly spam: 43911 74.88%
-# False positives: 164 0.45%
-# False negatives: 14727 25.12%
-# TCR(l=50): 2.557596 SpamRecall: 74.885% SpamPrec: 99.628%
+# Correctly non-spam: 35290 99.56%
+# Correctly spam: 20238 70.14%
+# False positives: 156 0.44%
+# False negatives: 8616 29.86%
+# TCR(l=50): 1.757675 SpamRecall: 70.139% SpamPrec: 99.235%
##### 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: 282755 96.58%
-# Correctly spam: 242625 51.62%
-# False positives: 10003 3.42%
-# False negatives: 227354 48.38%
-# TCR(l=50): 0.646016 SpamRecall: 51.625% SpamPrec: 96.040%
+# Correctly non-spam: 274017 96.69%
+# Correctly spam: 139501 60.55%
+# False positives: 9383 3.31%
+# False negatives: 90906 39.45%
+# TCR(l=50): 0.411400 SpamRecall: 60.545% SpamPrec: 93.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35283 96.53%
-# Correctly spam: 30368 51.79%
-# False positives: 1267 3.47%
-# False negatives: 28270 48.21%
-# TCR(l=50): 0.640013 SpamRecall: 51.789% SpamPrec: 95.995%
+# Correctly non-spam: 34255 96.64%
+# Correctly spam: 17462 60.52%
+# False positives: 1191 3.36%
+# False negatives: 11392 39.48%
+# TCR(l=50): 0.406727 SpamRecall: 60.518% SpamPrec: 93.615%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1895345&r1=1895344&r2=1895345&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Nov 26 02:43:09 2021
@@ -1,10 +1,10 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 277072 53.220% (99.544% of non-spam corpus)
-# Correctly spam: 196156 37.678% (80.965% of spam corpus)
-# False positives: 1269 0.244% (0.456% of nonspam, 98651 weighted)
-# False negatives: 46116 8.858% (19.035% of spam, 93410 weighted)
+# Correctly non-spam: 277070 53.220% (99.543% of non-spam corpus)
+# Correctly spam: 196123 37.672% (80.952% of spam corpus)
+# False positives: 1271 0.244% (0.457% of nonspam, 98765 weighted)
+# False negatives: 46149 8.864% (19.048% of spam, 93626 weighted)
# Average score for spam: 15.2 nonspam: -0.8
# Average for false-pos: 8.9 false-neg: 2.0
# TOTAL: 520613 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 34647 99.53%
-# Correctly spam: 24617 81.21%
-# False positives: 165 0.47%
-# False negatives: 5697 18.79%
-# TCR(l=50): 2.173514 SpamRecall: 81.207% SpamPrec: 99.334%
+# Correctly non-spam: 34646 99.52%
+# Correctly spam: 24623 81.23%
+# False positives: 166 0.48%
+# False negatives: 5691 18.77%
+# TCR(l=50): 2.166679 SpamRecall: 81.226% SpamPrec: 99.330%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1895345&r1=1895344&r2=1895345&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Nov 26 02:43:09 2021
@@ -1,229 +1,209 @@
-# Using score set 0 logs for revision 1895267 from:
-# ham-darxus.r1895267.log ham-ena-week0.r1895267.log ham-ena-week1.r1895267.log ham-ena-week2.r1895267.log ham-ena-week3.r1895267.log ham-ena-week4.r1895267.log ham-giovanni-ham.r1895267.log ham-giovanni-spammy.r1895267.log ham-giovanni-spam.r1895267.log ham-grenier.r1895267.log ham-hege.r1895267.log ham-jhardin.r1895267.log ham-llanga.r1895267.log ham-mmiroslaw-mails-ham.r1895267.log ham-mmiroslaw-mails-spam.r1895267.log ham-pds.r1895267.log ham-spamsponge.r1895267.log ham-thendrikx.r1895267.log ham-tsz-spam-corpus.r1895267.log spam-darxus.r1895267.log spam-ena-week0.r1895267.log spam-ena-week1.r1895267.log spam-ena-week2.r1895267.log spam-ena-week3.r1895267.log spam-ena-week4.r1895267.log spam-giovanni-ham.r1895267.log spam-giovanni-spammy.r1895267.log spam-giovanni-spam.r1895267.log spam-grenier.r1895267.log spam-hege.r1895267.log spam-jhardin.r1895267.log spam-llanga.r1895267.log spam-mmiroslaw-mails-ham.r1895267.log spam-mmiroslaw-mails-spam.r1895267.log spam-pds.r1895267.log s
pam-spamsponge.r1895267.log spam-thendrikx.r1895267.log spam-tsz-spam-corpus.r1895267.log
+# Using score set 0 logs for revision 1895317 from:
+# ham-darxus.r1895317.log ham-ena-week0.r1895317.log ham-ena-week1.r1895317.log ham-ena-week2.r1895317.log ham-ena-week3.r1895317.log ham-ena-week4.r1895317.log ham-giovanni-ham.r1895317.log ham-giovanni-spammy.r1895317.log ham-giovanni-spam.r1895317.log ham-grenier.r1895317.log ham-hege.r1895317.log ham-jhardin.r1895317.log ham-llanga.r1895317.log ham-pds.r1895317.log ham-spamsponge.r1895317.log ham-thendrikx.r1895317.log spam-darxus.r1895317.log spam-ena-week0.r1895317.log spam-ena-week1.r1895317.log spam-ena-week2.r1895317.log spam-ena-week3.r1895317.log spam-ena-week4.r1895317.log spam-giovanni-ham.r1895317.log spam-giovanni-spammy.r1895317.log spam-giovanni-spam.r1895317.log spam-grenier.r1895317.log spam-hege.r1895317.log spam-jhardin.r1895317.log spam-llanga.r1895317.log spam-pds.r1895317.log spam-spamsponge.r1895317.log spam-thendrikx.r1895317.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.999
+score AC_DIV_BONANZA 0.001
+score AC_FROM_MANY_DOTS 3.000
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.999
+score ADMITS_SPAM 2.899
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.435
-score ADVANCE_FEE_3_NEW 2.250
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.045
-score ADVANCE_FEE_4_NEW 2.599
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_2_NEW_MONEY 0.001
+score ADVANCE_FEE_3_NEW 2.836
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.536
+score ADVANCE_FEE_3_NEW_MONEY 2.799
+score ADVANCE_FEE_4_NEW 2.210
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.199
+score ADVANCE_FEE_4_NEW_MONEY 0.406
+score ADVANCE_FEE_5_NEW 0.091
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.499
+score AD_PREFS 0.312
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score ANY_PILL_PRICE 3.279
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.311
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.371
-score AXB_XM_FORGED_OL2600 2.715
-score BIGNUM_EMAILS_FREEM 2.999
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.403
+score BIGNUM_EMAILS_FREEM 0.159
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 3.504
-score BITCOIN_IMGUR 2.645
-score BITCOIN_MALF_HTML 3.499
-score BITCOIN_SPAM_02 1.503
-score BITCOIN_SPAM_03 2.499
+score BITCOIN_IMGUR 2.236
+score BITCOIN_MALF_HTML 0.001
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
-score BITCOIN_XPRIO 1.501
+score BITCOIN_XPRIO 1.490
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 2.499
-score BOGUS_MIME_VERSION 3.500
-score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML 2.100
+score BODY_SINGLE_URI 1.746
+score BODY_SINGLE_WORD 0.001
+score BOGUS_MIME_VERSION 3.499
+score CK_HELO_GENERIC 0.250
+score CONTENT_AFTER_HTML 2.182
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.301
-score DX_TEXT_03 1.499
-score ENCRYPTED_MESSAGE -0.999
+score DEAR_BENEFICIARY 0.841
+score DX_TEXT_03 1.200
score FACEBOOK_IMG_NOT_RCVD_FB 1.498
score FILL_THIS_FORM 1.699
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 1.707
-score FONT_INVIS_LONG_LINE 0.726
+score FONT_INVIS_HTML_NOHTML 2.178
+score FONT_INVIS_LONG_LINE 2.588
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 3.367
+score FONT_INVIS_POSTEXTRAS 1.392
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_DOC_PDF_BCC 2.301
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_2_EMAILS_SHORT 2.543
-score FROM_IN_TO_AND_SUBJ 2.399
-score FROM_MISSPACED 0.505
-score FROM_MISSP_DYNIP 2.399
-score FROM_MISSP_EH_MATCH 0.001 # force non-zero
-score FROM_MISSP_FREEMAIL 3.299
-score FROM_MISSP_MSFT 0.403
-score FROM_MISSP_PHISH 3.499
-score FROM_MISSP_TO_UNDISC 0.381
-score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 2.499
+score FROM_2_EMAILS_SHORT 2.999
+score FROM_IN_TO_AND_SUBJ 2.099
+score FROM_MISSPACED 1.217
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 3.199
+score FROM_MISSP_MSFT 2.450
+score FROM_MISSP_PHISH 2.953
+score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MULTI_NORDNS 2.491
score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_SUSPICIOUS_NTLD 0.261
-score FROM_SUSPICIOUS_NTLD_FP 1.541
-score FROM_WSP_TRAIL 2.499
-score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 1.052
+score FROM_SUSPICIOUS_NTLD 0.469
+score FROM_SUSPICIOUS_NTLD_FP 1.821
+score FROM_WSP_TRAIL 2.399
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_HELO_FAKE 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 0.001 # force non-zero
+score FUZZY_AMAZON 0.001
score FUZZY_BITCOIN 2.799
-score FUZZY_WALLET 2.499
+score FUZZY_WALLET 2.599
score GAPPY_LOW_CONTRAST 2.499
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOG_IMG_NOT_RCVD_GOOG 2.257
-score GOOG_REDIR_NORDNS 2.590
-score GOOG_REDIR_SHORT 2.699
-score GOOG_STO_EMAIL_PHISH 2.614
-score GOOG_STO_IMG_HTML 2.980
-score GOOG_STO_NOIMG_HTML 3.000
+score GOOG_REDIR_NORDNS 2.499
+score GOOG_STO_EMAIL_PHISH 2.999
+score GOOG_STO_IMG_HTML 2.999
+score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 1.999
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.350
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.500
+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 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.001
-score HK_SPAMMY_FILENAME 3.000
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 3.500
+score HK_SCAM 0.409
+score HOSTED_IMG_DIRECT_MX 0.001
+score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 2.000
-score HTML_OFF_PAGE 0.001
-score HTML_TAG_BALANCE_CENTER 1.999
-score HTML_TEXT_INVISIBLE_STYLE 2.186
-score IMG_ONLY_FM_DOM_INFO 2.499
+score HTML_ENTITY_ASCII 2.843
+score HTML_FONT_TINY_NORDNS 1.999
+score HTML_OFF_PAGE 0.400
+score HTML_TAG_BALANCE_CENTER 2.085
+score HTML_TEXT_INVISIBLE_STYLE 2.098
score JH_SPAMMY_HEADERS 3.499
-score JH_SPAMMY_PATTERN01 3.000
-score LINKEDIN_IMG_NOT_RCVD_LNKN 2.499
-score LONGLN_LOW_CONTRAST 1.360
+score JH_SPAMMY_PATTERN01 2.999
+score LONGLN_LOW_CONTRAST 1.285
score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.098
+score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 2.000
score MALWARE_NORDNS 0.001
-score MALW_ATTACH 2.700
-score MANY_SPAN_IN_TEXT 2.299
-score MILLION_HUNDRED 0.001 # force non-zero
-score MIMEOLE_DIRECT_TO_MX 0.522
-score MIXED_AREA_CASE 2.147
+score MILLION_HUNDRED 0.001
+score MIMEOLE_DIRECT_TO_MX 1.000
+score MIXED_AREA_CASE 0.719
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 3.003
-score MIXED_FONT_CASE 2.499
-score MIXED_HREF_CASE 0.560
-score MIXED_IMG_CASE 1.733
-score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 0.414
-score MONEY_FRAUD_5 3.199
-score MONEY_FRAUD_8 2.642
-score MONEY_FREEMAIL_REPTO 1.695
-score MONEY_FROM_41 1.792
-score MONEY_FROM_MISSP 0.001
-score MSGID_NOFQDN1 0.724
+score MIXED_ES 3.252
+score MIXED_FONT_CASE 1.945
+score MIXED_HREF_CASE 0.816
+score MIXED_IMG_CASE 0.295
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 1.176
+score MONEY_FRAUD_3 1.395
+score MONEY_FRAUD_5 3.081
+score MONEY_FRAUD_8 3.099
+score MONEY_FREEMAIL_REPTO 1.148
+score MONEY_FROM_41 1.999
+score MONEY_FROM_MISSP 1.385
+score MSGID_NOFQDN1 0.001
score MSMAIL_PRI_ABNORMAL 0.001
-score NA_DOLLARS 0.695
-score NICE_REPLY_A -4.099
-score NORDNS_LOW_CONTRAST 1.887
-score NO_FM_NAME_IP_HOSTN 2.262
+score NA_DOLLARS 1.055
+score NICE_REPLY_A -4.151
+score NORDNS_LOW_CONTRAST 1.888
+score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.457
-score ODD_FREEM_REPTO 2.809
-score OFFER_ONLY_AMERICA 1.951
+score NSL_RCVD_HELO_USER 2.186
+score OBFU_BITCOIN 1.736
+score OBFU_TEXT_ATTACH 1.196
+score ODD_FREEM_REPTO 2.999
+score OFFER_ONLY_AMERICA 0.853
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 1.000
-score PDS_BTC_NTLD 1.913
+score PDS_BTC_MSGID 0.999
+score PDS_BTC_NTLD 0.807
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_DBL_URL 1.425
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_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHP_EVAL 1.500
+score PDS_PHPEXP_BOT 1.499
+score PDS_PHP_EVAL 0.959
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 2.000
-score PDS_TO_EQ_FROM_NAME 3.799
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TO_EQ_FROM_NAME 3.299
score PHP_ORIG_SCRIPT 2.499
-score PHP_ORIG_SCRIPT_EVAL 2.999
+score PHP_ORIG_SCRIPT_EVAL 2.293
score PHP_SCRIPT 2.499
-score POSSIBLE_AMAZON_PHISH_02 3.299
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RAND_HEADER_LIST_SPOOF 2.999
-score RAND_HEADER_MANY 2.999
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
-score RDNS_NUM_TLD_XM 2.263
+score RDNS_NUM_TLD_XM 2.999
score REPLYTO_EMPTY 3.099
score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.899
+score REPTO_419_FRAUD_GM_LOOSE 1.000
+score RISK_FREE 2.299
score SCRIPT_GIBBERISH 0.001
score SENDGRID_REDIR 1.499
-score SEO_SUSP_NTLD 1.199
-score SERGIO_SUBJECT_VIAGRA01 0.834
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
-score SHORTENED_URL_SRC 2.699
-score SHORTENER_SHORT_IMG 2.499
-score SHORT_SHORTNER 1.999
-score STATIC_XPRIO_OLE 0.001 # force non-zero
-score SUBJ_OBFU_LOW_CNTRST 2.500
+score SEO_SUSP_NTLD 0.001
+score SERGIO_SUBJECT_VIAGRA01 3.239
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENED_URL_SRC 2.399
+score SHORTENER_SHORT_IMG 2.411
+score SHORT_SHORTNER 2.000
+score STATIC_XPRIO_OLE 0.001
+score SUBJ_OBFU_LOW_CNTRST 2.499
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 1.399
+score THIS_AD 1.199
score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.890
-score TO_NO_BRKTS_DYNIP 0.001 # force non-zero
+score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_NO_BRKTS_DYNIP 0.001
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 TO_NO_BRKTS_PCNT 2.260
score TRANSFORM_LIFE 2.499
-score TVD_RCVD_SPACE_BRACKET 2.799
-score TVD_SPACE_ENC_FM_MIME 0.986
-score UNDISC_FREEM 3.599
+score TVD_RCVD_SPACE_BRACKET 2.899
+score UNDISC_FREEM 3.299
score UNDISC_MONEY 3.599
-score UNICODE_OBFU_ASC 2.500
+score UNICODE_OBFU_ASC 2.499
score URI_DOTEDU 1.999
score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.599
+score URI_GOOGLE_PROXY 2.499
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IN_URI_10 2.999
+score URI_IN_URI_10 2.699
score URI_PHISH 3.999
-score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.999
+score URI_PHP_REDIR 3.500
+score URI_TRY_3LD 1.940
score URI_WPADMIN 2.699
-score URI_WP_DIRINDEX 3.500
+score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.789
-score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 1.010
+score VFY_ACCT_NORDNS 2.912
+score XFER_LOTSA_MONEY 1.000
+score XM_DIGITS_ONLY 1.930
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score YOU_INHERIT 0.020
+score YOU_INHERIT 0.549
score ZW_OBFU_FREEM 1.999
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -242,12 +222,15 @@ score APP_DEVELOPMENT_FREEM 1.0
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
score BITCOIN_BOMB 1.000
+score BITCOIN_DEADLINE 1.000
+score BITCOIN_EXTORT_01 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_MALWARE 1.000
score BITCOIN_OBFU_SUBJ 1.000
score BITCOIN_ONAN 1.000
score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
+score BITCOIN_SPAM_03 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_08 1.000
@@ -262,15 +245,18 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
+score COMPENSATION 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 ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 1.000
score ENVFROM_GOOG_TRIX 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
+score FONT_INVIS_NORDNS 1.000
score FORM_FRAUD 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
@@ -282,6 +268,7 @@ score GAPPY_SALES_LEADS_FREEM 1.0
score GB_FORGED_MUA_POSTFIX 1.000
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
+score GB_GOOG_IMG_NOT_RCVD_GOOG 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
@@ -291,22 +278,27 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
+score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 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_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
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -317,8 +309,7 @@ score MSGID_HDR_MALF 1.0
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
-score OBFU_BITCOIN 1.000
-score PDS_FROM_2_EMAILS 1.000
+score PDS_TINYSUBJ_URISHRT 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -329,6 +320,8 @@ score PP_TOO_MUCH_UNICODE02 0.5
score PP_TOO_MUCH_UNICODE05 1.000
score PUMPDUMP 1.000
score PUMPDUMP_MULTI 1.000
+score RAND_HEADER_LIST_SPOOF 1.000
+score RAND_HEADER_MANY 1.000
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
@@ -354,6 +347,10 @@ score SYSADMIN 1.0
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
+score TO_NO_BRKTS_MSFT 1.000
+score TVD_SPACE_ENCODED 1.000
+score TVD_SPACE_ENC_FM_MIME 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
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1895345&r1=1895344&r2=1895345&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Nov 26 02:43:09 2021
@@ -3,64 +3,64 @@
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.566
+score AC_DIV_BONANZA 0.001 # force non-zero
+score AC_FROM_MANY_DOTS 0.578
score AC_HTML_NONSENSE_TAGS 1.997
score ADMITS_SPAM 1.510
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 1.692
+score ADVANCE_FEE_3_NEW 1.673
score ADVANCE_FEE_3_NEW_FRM_MNY 2.197
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.580
-score ADVANCE_FEE_4_NEW_MONEY 0.758
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.098
+score ADVANCE_FEE_4_NEW_MONEY 0.722
score ADVANCE_FEE_5_NEW 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.718
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.080
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.498
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 0.001
-score BIGNUM_EMAILS_MANY 0.009
+score BIGNUM_EMAILS_FREEM 0.001 # force non-zero
+score BIGNUM_EMAILS_MANY 0.003
score BITCOIN_IMGUR 3.496
-score BITCOIN_MALF_HTML 2.474
+score BITCOIN_MALF_HTML 2.487
score BITCOIN_MALWARE 0.001
-score BITCOIN_SPAM_02 1.076
-score BITCOIN_SPAM_03 0.932
-score BITCOIN_SPAM_05 1.863
+score BITCOIN_SPAM_02 1.083
+score BITCOIN_SPAM_03 1.875
+score BITCOIN_SPAM_05 2.255
score BITCOIN_SPAM_07 3.496
-score BITCOIN_SPAM_09 1.499
+score BITCOIN_SPAM_09 1.498
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.996
+score BITCOIN_YOUR_INFO 2.975
score BODY_SINGLE_URI 2.497
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.517
+score BODY_URI_ONLY 1.533
score BOGUS_MIME_VERSION 3.496
-score CK_HELO_GENERIC 0.001
+score CK_HELO_GENERIC 0.001 # force non-zero
score CONTENT_AFTER_HTML 0.001
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DEAR_BENEFICIARY 1.413
+score CTE_8BIT_MISMATCH 0.001
+score DEAR_BENEFICIARY 1.432
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.706
+score DKIMWL_WL_HIGH -0.702
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 0.001
-score FACEBOOK_IMG_NOT_RCVD_FB 1.309
+score FACEBOOK_IMG_NOT_RCVD_FB 1.318
score FILL_THIS_FORM 1.597
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 0.011
-score FONT_INVIS_LONG_LINE 2.987
-score FONT_INVIS_MSGID 1.683
-score FONT_INVIS_POSTEXTRAS 0.001
+score FONT_INVIS_HTML_NOHTML 0.001
+score FONT_INVIS_LONG_LINE 2.993
+score FONT_INVIS_MSGID 1.810
+score FONT_INVIS_POSTEXTRAS 1.352
score FORGED_SPF_HELO 1.498
score FORM_FRAUD 0.001
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 2.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_2_EMAILS_SHORT 2.585
score FROM_BANK_NOAUTH 0.998
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.998
@@ -70,78 +70,78 @@ score FROM_IN_TO_AND_SUBJ 2.1
score FROM_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 2.996
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.894
-score FROM_NEWDOM_BTC 1.878
+score FROM_MULTI_NORDNS 1.896
+score FROM_NEWDOM_BTC 0.863
score FROM_PAYPAL_SPOOF 1.597
-score FROM_SUSPICIOUS_NTLD 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD 0.001
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_WSP_TRAIL 2.063
-score FSL_BULK_SIG 0.001
+score FROM_WSP_TRAIL 1.402
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score FUZZY_BITCOIN 2.001
+score FUZZY_BITCOIN 1.802
score FUZZY_WALLET 2.097
score GAPPY_LOW_CONTRAST 2.497
-score GB_FAKE_RF_SHORT 0.040
+score GB_FAKE_RF_SHORT 0.073
score GB_FREEMAIL_DISPTO 0.498
-score GOOG_REDIR_NORDNS 1.451
-score GOOG_STO_EMAIL_PHISH 2.557
-score GOOG_STO_IMG_HTML 2.981
+score GOOG_REDIR_NORDNS 1.452
+score GOOG_STO_EMAIL_PHISH 2.217
+score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.799
+score HAS_X_OUTGOING_SPAM_STAT 0.807
score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 0.806
+score HDRS_MISSP 0.810
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_NO_DOMAIN 0.006
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.998
-score HK_NAME_MR_MRS 0.237
-score HK_RANDOM_ENVFROM 0.001
+score HK_NAME_MR_MRS 0.476
+score HK_RANDOM_ENVFROM 0.001 # force non-zero
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.001
-score HK_SCAM 0.914
+score HK_SCAM 0.551
score HK_SPAMMY_FILENAME 2.197
score HK_WIN 0.998
-score HOSTED_IMG_DIRECT_MX 0.108
+score HOSTED_IMG_DIRECT_MX 0.091
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 0.355
+score HTML_ENTITY_ASCII 0.706
score HTML_FONT_TINY_NORDNS 1.997
score HTML_OFF_PAGE 0.001
score HTML_SINGLET_MANY 0.001
-score HTML_TAG_BALANCE_CENTER 2.935
-score HTML_TEXT_INVISIBLE_FONT 0.866
-score HTML_TEXT_INVISIBLE_STYLE 1.681
+score HTML_TAG_BALANCE_CENTER 2.930
+score HTML_TEXT_INVISIBLE_FONT 0.739
+score HTML_TEXT_INVISIBLE_STYLE 1.698
score JH_SPAMMY_HEADERS 3.496
-score JH_SPAMMY_PATTERN01 2.733
+score JH_SPAMMY_PATTERN01 2.872
score KHOP_HELO_FCRDNS 0.001
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 0.930
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 0.749
+score LONG_HEX_URI 0.926
+score LONG_IMG_URI 0.001 # force non-zero
+score LONG_INVISIBLE_TEXT 0.750
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALWARE_NORDNS 0.225
+score MALWARE_NORDNS 0.248
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.644
+score MILLION_HUNDRED 0.710
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.745
-score MIXED_CENTER_CASE 2.486
-score MIXED_ES 2.885
-score MIXED_FONT_CASE 1.943
-score MIXED_HREF_CASE 0.313
-score MIXED_IMG_CASE 0.751
-score MONEY_FORM_SHORT 1.327
-score MONEY_FRAUD_3 0.897
-score MONEY_FRAUD_5 2.011
+score MIXED_AREA_CASE 0.199
+score MIXED_CENTER_CASE 1.854
+score MIXED_ES 2.882
+score MIXED_FONT_CASE 2.328
+score MIXED_HREF_CASE 0.408
+score MIXED_IMG_CASE 1.169
+score MONEY_FORM_SHORT 1.318
+score MONEY_FRAUD_3 0.657
+score MONEY_FRAUD_5 1.999
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 0.001
@@ -149,68 +149,68 @@ score MONEY_FROM_MISSP 0.0
score MSGID_NOFQDN1 0.001
score MSMAIL_PRI_ABNORMAL 0.001
score NA_DOLLARS 1.498
-score NICE_REPLY_A -0.991
-score NORDNS_LOW_CONTRAST 0.001
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NICE_REPLY_A -1.993
+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 2.120
-score OBFU_BITCOIN 0.294
-score OBFU_TEXT_ATTACH 1.082
-score ODD_FREEM_REPTO 2.243
+score NSL_RCVD_HELO_USER 0.211
+score OBFU_BITCOIN 1.914
+score OBFU_TEXT_ATTACH 0.950
+score ODD_FREEM_REPTO 2.214
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.859
+score PDS_BTC_NTLD 0.001
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FRNOM_TODOM_DBL_URL 1.222
+score PDS_FRNOM_TODOM_DBL_URL 1.373
score PDS_FRNOM_TODOM_NAKED_TO 1.498
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 0.001
score PDS_PHP_EVAL 1.498
-score PDS_RDNS_DYNAMIC_FP 0.010
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.748
+score PDS_RDNS_DYNAMIC_FP 0.001
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.745
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
score PDS_TO_EQ_FROM_NAME 2.796
-score PHP_ORIG_SCRIPT 2.247
+score PHP_ORIG_SCRIPT 2.249
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_MKTG_HEADER 1.997
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.851
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RDNS_NUM_TLD_XM 2.009
score REPLYTO_EMPTY 2.896
score REPTO_419_FRAUD 2.996
score REPTO_419_FRAUD_GM 2.996
score RISK_FREE 2.197
score SCRIPT_GIBBERISH 0.001
-score SENDGRID_REDIR 0.896
+score SENDGRID_REDIR 0.910
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.397
-score SHORTENER_SHORT_IMG 0.176
+score SHORTENER_SHORT_IMG 2.210
score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 1.322
+score SPOOFED_FREEMAIL 1.324
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.498
-score SPOOF_GMAIL_MID 1.498
-score STATIC_XPRIO_OLE 0.001 # force non-zero
-score SUBJ_OBFU_LOW_CNTRST 1.799
+score SPOOFED_FREEM_REPTO 2.497
+score SPOOF_GMAIL_MID 1.497
+score STATIC_XPRIO_OLE 0.001
+score SUBJ_OBFU_LOW_CNTRST 1.488
score SUSP_UTF8_WORD_SUBJ 1.997
score THIS_AD 0.998
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+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_SPF_FAIL 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.999
-score TO_NO_BRKTS_DYNIP 0.234
-score TO_NO_BRKTS_FROM_MSSP 1.702
+score TO_NAME_SUBJ_NO_RDNS 2.959
+score TO_NO_BRKTS_DYNIP 0.250
+score TO_NO_BRKTS_FROM_MSSP 1.706
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
score TO_NO_BRKTS_NORDNS_HTML 1.203
-score TO_NO_BRKTS_PCNT 0.001
+score TO_NO_BRKTS_PCNT 1.219
score TRANSFORM_LIFE 2.497
score TVD_RCVD_SPACE_BRACKET 2.696
score UNDISC_FREEM 3.096
@@ -223,15 +223,15 @@ score URI_GOOG_STO_SPAMMY 2.9
score URI_IN_URI_10 2.497
score URI_ONLY_MSGID_MALF 1.997
score URI_PHISH 3.625
-score URI_PHP_REDIR 3.183
-score URI_TRY_3LD 1.203
+score URI_PHP_REDIR 3.169
+score URI_TRY_3LD 1.204
score URI_WPADMIN 2.596
score URI_WP_DIRINDEX 3.496
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
score VFY_ACCT_NORDNS 2.996
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 1.389
+score XM_DIGITS_ONLY 0.858
score XM_LIGHT_HEAVY 2.497
score XM_RANDOM 2.497
score XM_RECPTID 2.996
@@ -325,6 +325,7 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1895345&r1=1895344&r2=1895345&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Nov 26 02:43:09 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 291533 38.222% (99.582% of non-spam corpus)
-# Correctly spam: 351819 46.126% (74.858% of spam corpus)
-# False positives: 1225 0.161% (0.418% of nonspam, 69254 weighted)
-# False negatives: 118160 15.492% (25.142% of spam, 194752 weighted)
-# Average score for spam: 8.3 nonspam: 0.5
-# Average for false-pos: 7.0 false-neg: 1.6
-# TOTAL: 762737 100.00%
+# Correctly non-spam: 282220 54.927% (99.584% of non-spam corpus)
+# Correctly spam: 162830 31.691% (70.671% of spam corpus)
+# False positives: 1180 0.230% (0.416% of nonspam, 32817 weighted)
+# False negatives: 67577 13.152% (29.329% of spam, 94317 weighted)
+# Average score for spam: 9.4 nonspam: 0.5
+# Average for false-pos: 6.8 false-neg: 1.4
+# TOTAL: 513807 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36386 99.55%
-# Correctly spam: 43911 74.88%
-# False positives: 164 0.45%
-# False negatives: 14727 25.12%
-# TCR(l=50): 2.557596 SpamRecall: 74.885% SpamPrec: 99.628%
+# Correctly non-spam: 35290 99.56%
+# Correctly spam: 20238 70.14%
+# False positives: 156 0.44%
+# False negatives: 8616 29.86%
+# TCR(l=50): 1.757675 SpamRecall: 70.139% SpamPrec: 99.235%
##### 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: 282755 96.58%
-# Correctly spam: 242625 51.62%
-# False positives: 10003 3.42%
-# False negatives: 227354 48.38%
-# TCR(l=50): 0.646016 SpamRecall: 51.625% SpamPrec: 96.040%
+# Correctly non-spam: 274017 96.69%
+# Correctly spam: 139501 60.55%
+# False positives: 9383 3.31%
+# False negatives: 90906 39.45%
+# TCR(l=50): 0.411400 SpamRecall: 60.545% SpamPrec: 93.698%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35283 96.53%
-# Correctly spam: 30368 51.79%
-# False positives: 1267 3.47%
-# False negatives: 28270 48.21%
-# TCR(l=50): 0.640013 SpamRecall: 51.789% SpamPrec: 95.995%
+# Correctly non-spam: 34255 96.64%
+# Correctly spam: 17462 60.52%
+# False positives: 1191 3.36%
+# False negatives: 11392 39.48%
+# TCR(l=50): 0.406727 SpamRecall: 60.518% SpamPrec: 93.615%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1895345&r1=1895344&r2=1895345&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Nov 26 02:43:09 2021
@@ -1,10 +1,10 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 277072 53.220% (99.544% of non-spam corpus)
-# Correctly spam: 196156 37.678% (80.965% of spam corpus)
-# False positives: 1269 0.244% (0.456% of nonspam, 98651 weighted)
-# False negatives: 46116 8.858% (19.035% of spam, 93410 weighted)
+# Correctly non-spam: 277070 53.220% (99.543% of non-spam corpus)
+# Correctly spam: 196123 37.672% (80.952% of spam corpus)
+# False positives: 1271 0.244% (0.457% of nonspam, 98765 weighted)
+# False negatives: 46149 8.864% (19.048% of spam, 93626 weighted)
# Average score for spam: 15.2 nonspam: -0.8
# Average for false-pos: 8.9 false-neg: 2.0
# TOTAL: 520613 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 34647 99.53%
-# Correctly spam: 24617 81.21%
-# False positives: 165 0.47%
-# False negatives: 5697 18.79%
-# TCR(l=50): 2.173514 SpamRecall: 81.207% SpamPrec: 99.334%
+# Correctly non-spam: 34646 99.52%
+# Correctly spam: 24623 81.23%
+# False positives: 166 0.48%
+# False negatives: 5691 18.77%
+# TCR(l=50): 2.166679 SpamRecall: 81.226% SpamPrec: 99.330%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...