Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1901340&r1=1901339&r2=1901340&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat May 28 02:52:09 2022
@@ -1,208 +1,181 @@
-# Using score set 0 logs for revision 1901226 from:
-# ham-darxus.r1901226.log ham-ena-week0.r1901226.log ham-ena-week1.r1901226.log ham-ena-week2.r1901226.log ham-ena-week3.r1901226.log ham-ena-week4.r1901226.log ham-giovanni-ham.r1901226.log ham-giovanni-spammy.r1901226.log ham-giovanni-spam.r1901226.log ham-grenier.r1901226.log ham-hege.r1901226.log ham-jhardin.r1901226.log ham-llanga.r1901226.log ham-mmiroslaw-mails-ham.r1901226.log ham-mmiroslaw-mails-spam.r1901226.log ham-pds.r1901226.log ham-spamsponge.r1901226.log ham-thendrikx.r1901226.log ham-tsz-spam-corpus.r1901226.log spam-darxus.r1901226.log spam-ena-week0.r1901226.log spam-ena-week1.r1901226.log spam-ena-week2.r1901226.log spam-ena-week3.r1901226.log spam-ena-week4.r1901226.log spam-giovanni-ham.r1901226.log spam-giovanni-spammy.r1901226.log spam-giovanni-spam.r1901226.log spam-grenier.r1901226.log spam-hege.r1901226.log spam-jhardin.r1901226.log spam-llanga.r1901226.log spam-mmiroslaw-mails-ham.r1901226.log spam-mmiroslaw-mails-spam.r1901226.log spam-pds.r1901226.log s
pam-spamsponge.r1901226.log spam-thendrikx.r1901226.log spam-tsz-spam-corpus.r1901226.log
+# Using score set 0 logs for revision 1901314 from:
+# ham-darxus.r1901314.log ham-ena-week0.r1901314.log ham-ena-week1.r1901314.log ham-ena-week2.r1901314.log ham-ena-week3.r1901314.log ham-ena-week4.r1901314.log ham-giovanni-ham.r1901314.log ham-giovanni-spammy.r1901314.log ham-giovanni-spam.r1901314.log ham-grenier.r1901314.log ham-hege.r1901314.log ham-jhardin.r1901314.log ham-llanga.r1901314.log ham-mmiroslaw-mails-ham.r1901314.log ham-mmiroslaw-mails-spam.r1901314.log ham-spamsponge.r1901314.log ham-thendrikx.r1901314.log ham-tsz-spam-corpus.r1901314.log spam-darxus.r1901314.log spam-ena-week0.r1901314.log spam-ena-week1.r1901314.log spam-ena-week2.r1901314.log spam-ena-week3.r1901314.log spam-ena-week4.r1901314.log spam-giovanni-ham.r1901314.log spam-giovanni-spammy.r1901314.log spam-giovanni-spam.r1901314.log spam-grenier.r1901314.log spam-hege.r1901314.log spam-jhardin.r1901314.log spam-llanga.r1901314.log spam-mmiroslaw-mails-ham.r1901314.log spam-mmiroslaw-mails-spam.r1901314.log spam-spamsponge.r1901314.log spam-thendrikx.
r1901314.log spam-tsz-spam-corpus.r1901314.log
-score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.999
+score AC_FROM_MANY_DOTS 3.000
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 3.499
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADMITS_SPAM 3.100
+score ADVANCE_FEE_2_NEW_MONEY 2.000
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.059
-score ADVANCE_FEE_3_NEW_MONEY 2.799
-score ADVANCE_FEE_4_NEW 2.199
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.506
+score ADVANCE_FEE_3_NEW_MONEY 2.699
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.232
+score ADVANCE_FEE_4_NEW_MONEY 2.312
score ADVANCE_FEE_5_NEW 2.399
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.502
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.499
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.250
+score AD_PREFS 0.500
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
-score APP_DEVELOPMENT_NORDNS 1.218
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 1.896
-score BITCOIN_DEADLINE 2.400
-score BITCOIN_EXTORT_01 4.514
-score BITCOIN_IMGUR 3.499
+score BIGNUM_EMAILS_FREEM 1.202
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 4.500
score BITCOIN_ONAN 2.999
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_09 1.499
-score BITCOIN_XPRIO 2.104
+score BITCOIN_SPAM_09 1.251
+score BITCOIN_XPRIO 2.498
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.843
-score BOGUS_MIME_VERSION 3.499
-score CONTENT_AFTER_HTML 2.499
+score BODY_SINGLE_URI 1.949
+score CONTENT_AFTER_HTML 2.500
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.001
+score DEAR_BENEFICIARY 0.205
score DX_TEXT_03 1.399
score ENCRYPTED_MESSAGE -0.999
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 1.201
-score FONT_INVIS_DIRECT 0.861
-score FONT_INVIS_HTML_NOHTML 2.999
-score FONT_INVIS_LONG_LINE 1.429
-score FONT_INVIS_MSGID 1.073
-score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 1.655
+score FILL_THIS_FORM 1.099
+score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_MSGID 0.592
+score FONT_INVIS_POSTEXTRAS 1.652
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 0.001
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROM_2_EMAILS_SHORT 0.839
score FROM_ADDR_WS 2.999
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 1.606
-score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 3.299
+score FROM_MISSPACED 0.348
+score FROM_MISSP_DYNIP 1.581
+score FROM_MISSP_EH_MATCH 1.959
+score FROM_MISSP_FREEMAIL 3.399
score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_TO_UNDISC 2.299
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.499
-score FROM_MULTI_NORDNS 1.219
-score FROM_NTLD_REPLY_FREEMAIL 1.801
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_MULTI_NORDNS 0.339
+score FROM_NTLD_REPLY_FREEMAIL 1.528
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.299
-score FUZZY_CLICK_HERE 1.679
-score FUZZY_WALLET 2.599
+score FUZZY_AMAZON 2.200
score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.499
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GB_FREEMAIL_DISPTO 0.500
score GB_PAYPAL_IMG_NOT_RCVD_PAYP 2.499
score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_MALWARE_DNLD 4.164
-score GOOG_REDIR_NORDNS 2.609
+score GOOG_MALWARE_DNLD 3.253
+score GOOG_REDIR_NORDNS 2.600
score GOOG_STO_EMAIL_PHISH 2.999
-score GOOG_STO_HTML_PHISH 1.652
score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 1.600
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HAS_X_OUTGOING_SPAM_STAT 1.999
+score HDRS_LCASE_IMGONLY 0.001
+score HDRS_MISSP 1.688
+score HDR_ORDER_FTSDMCXX_DIRECT 0.913
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
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_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.732
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 0.610
score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_DIRECT_MX 2.597
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 1.999
-score HTML_OFF_PAGE 2.999
-score HTML_TAG_BALANCE_CENTER 2.415
-score HTML_TEXT_INVISIBLE_STYLE 1.766
+score HTML_OFF_PAGE 3.000
+score HTML_TAG_BALANCE_CENTER 2.200
+score HTML_TEXT_INVISIBLE_STYLE 1.984
score JH_SPAMMY_HEADERS 3.499
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.689
-score LONG_INVISIBLE_TEXT 1.269
-score LOTS_OF_MONEY 0.009
+score LONG_HEX_URI 3.000
+score LONG_IMG_URI 1.690
+score LONG_INVISIBLE_TEXT 0.537
+score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score MALWARE_NORDNS 2.097
-score MALWARE_PASSWORD 0.001
-score MALW_ATTACH 2.499
+score MALWARE_NORDNS 2.102
+score MALWARE_PASSWORD 1.423
+score MALW_ATTACH 2.299
score MILLION_HUNDRED 0.001
score MILLION_USD 1.807
-score MIMEOLE_DIRECT_TO_MX 0.001
+score MIMEOLE_DIRECT_TO_MX 1.088
score MIME_NO_TEXT 1.999
-score MIXED_AREA_CASE 1.351
-score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.999
-score MIXED_HREF_CASE 0.140
-score MIXED_IMG_CASE 1.353
-score MONEY_ATM_CARD 0.001
+score MIXED_ES 3.100
+score MONEY_ATM_CARD 0.001 # force non-zero
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
+score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.164
+score MONEY_FRAUD_5 0.516
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 1.999
+score MONEY_FROM_41 2.000
score MONEY_FROM_MISSP 0.001
score MSGID_HDR_MALF 3.499
-score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 2.922
-score NA_DOLLARS 0.801
-score NICE_REPLY_A -3.765
-score NICE_REPLY_B -1.299
-score NORDNS_LOW_CONTRAST 1.542
+score MSMAIL_PRI_ABNORMAL 0.001 # force non-zero
+score NAME_EMAIL_DIFF 2.941
+score NA_DOLLARS 0.251
+score NICE_REPLY_A -4.199
+score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.385
-score NUMBEREND_LINKBAIT 0.243
-score OBFU_TEXT_ATTACH 1.399
+score NSL_RCVD_HELO_USER 2.464
+score NUMBEREND_LINKBAIT 0.964
+score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.999
-score PDS_BTC_ID 0.499
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_HELO_NODOM 0.881
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_OTHER_BAD_TLD 2.000
+score PDS_OTHER_BAD_TLD 1.999
score PDS_PHPEXP_BOT 1.499
-score PDS_PHP_EVAL 1.372
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
score PHOTO_EDITING_DIRECT 2.999
score PHP_ORIG_SCRIPT 2.499
-score PHP_ORIG_SCRIPT_EVAL 2.838
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.768
-score RDNS_NUM_TLD_XM 1.233
-score REPLYTO_EMPTY 2.399
+score RDNS_NUM_TLD_XM 2.565
score REPTO_INFONUMSCOM 2.999
-score SCC_BODY_URI_ONLY 2.799
-score SCC_CANSPAM_2 3.099
-score SCC_ISEMM_LID_1 2.135
-score SCC_SPAMMER_ADDR_2 2.406
-score SCRIPT_GIBBERISH 3.399
+score SCC_BODY_URI_ONLY 2.699
+score SCC_CANSPAM_2 2.499
+score SCC_ISEMM_LID_1 2.753
+score SCC_SPAMMER_ADDR_2 2.278
+score SCRIPT_GIBBERISH 3.099
score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 4.413
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.404
+score SERGIO_SUBJECT_VIAGRA01 2.761
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.040
+score SHORT_IMG_SUSP_NTLD 0.001
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_MANY 2.845
-score THIS_AD 1.199
-score THIS_IS_ADV_SUSP_NTLD 0.358
+score SUSP_UTF8_WORD_MANY 2.999
+score THIS_AD 0.999
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_NAME_SUBJ_NO_RDNS 1.100
+score TO_NAME_SUBJ_NO_RDNS 0.071
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_NORDNS_HTML 1.537
score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 2.349
-score UNDISC_FREEM 3.500
-score UNDISC_MONEY 2.998
-score UNICODE_OBFU_ASC 2.499
-score UPPERCASE_URI 3.399
-score URI_DOTEDU 1.999
+score TVD_RCVD_SPACE_BRACKET 0.144
+score UNDISC_FREEM 3.099
+score UNDISC_MONEY 2.380
+score UPPERCASE_URI 3.300
+score URI_DOTEDU 1.865
score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.399
-score URI_IN_URI_10 3.199
-score URI_OBFU_DOM 2.499
-score URI_PHISH 4.000
+score URI_GOOGLE_PROXY 2.300
+score URI_OBFU_DOM 2.399
+score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.399
-score URI_WP_HACKED_2 2.500
-score VFY_ACCT_NORDNS 2.952
+score URI_WP_HACKED_2 2.499
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 2.190
+score XM_DIGITS_ONLY 1.475
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score YOU_INHERIT 2.399
+score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -215,12 +188,15 @@ score AC_SPAMMY_URI_PATTERNS8 1.0
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADULT_DATING_COMPANY 10.000
score ADVANCE_FEE_2_NEW_FORM 1.000
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
score APP_DEVELOPMENT_FREEM 1.000
+score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
+score BITCOIN_IMGUR 1.000
score BITCOIN_MALWARE 1.000
score BITCOIN_OBFU_SUBJ 1.000
score BITCOIN_PAY_ME 1.000
@@ -233,6 +209,7 @@ score BITCOIN_SPAM_10 1.0
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BODY_URI_ONLY 1.000
+score BOGUS_MIME_VERSION 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -250,6 +227,9 @@ score ENVFROM_GOOG_TRIX 1.0
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
+score FONT_INVIS_HTML_NOHTML 1.000
+score FONT_INVIS_LONG_LINE 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
@@ -259,11 +239,13 @@ score FROM_NTLD_LINKBAIT 1.0
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
+score GOOG_STO_HTML_PHISH 1.000
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
@@ -272,6 +254,7 @@ score HK_CTE_RAW 1.0
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
+score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score HTML_SINGLET_MANY 1.000
@@ -285,7 +268,11 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
+score MIXED_AREA_CASE 1.000
+score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
+score MIXED_HREF_CASE 1.000
+score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
@@ -295,10 +282,14 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
+score PDS_DBL_URL_HELO_NODOM 1.000
+score PDS_FROM_2_EMAILS 1.000
+score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
+score PHP_ORIG_SCRIPT_EVAL 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -306,6 +297,7 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_LIST_SPOOF 1.000
score RAND_HEADER_MANY 1.000
+score RATWARE_NO_RDNS 1.000
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
@@ -326,7 +318,6 @@ score REPTO_419_FRAUD_YN 1.0
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
score SHORTENER_SHORT_IMG 1.000
-score SHORT_IMG_SUSP_NTLD 1.000
score SPOOFED_FREEMAIL_NO_RDNS 1.000
score SPOOF_GMAIL_MID 1.000
score STOCK_TIP 1.000
@@ -334,12 +325,13 @@ score SUBJ_BRKN_WORDNUMS 1.0
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
+score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
score TO_EQ_FM_DIRECT_MX 1.000
score TO_IN_SUBJ 0.100
-score TVD_SPACE_ENCODED 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
+score UNICODE_OBFU_ASC 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
@@ -357,6 +349,7 @@ score URI_TRY_USME 1.0
score URI_WP_DIRINDEX 1.000
score URI_WP_HACKED 1.000
score USB_DRIVES 1.000
+score VFY_ACCT_NORDNS 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
@@ -383,6 +376,7 @@ score FROM_NEWDOM_BTC 0.0
score FROM_NUMBERO_NEWDOMAIN 0.001 # force non-zero
score FROM_PAYPAL_SPOOF 0.001 # force non-zero
score FSL_BULK_SIG 0.001 # force non-zero
+score GB_HASHBL_BTC 0.001 # force non-zero
score PDS_HELO_SPF_FAIL 0.001 # force non-zero
score RCVD_IN_MSPIKE_BL 0.001 # force non-zero
score RCVD_IN_MSPIKE_H2 0.001 # force non-zero
@@ -402,5 +396,3 @@ score SPOOFED_FREEM_REPTO_RUS 0.0
score SURBL_BLOCKED 0.001 # force non-zero
score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
-score USER_IN_DKIM_WELCOMELIST 0.001 # force non-zero
-score USER_IN_SPF_WELCOMELIST 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1901340&r1=1901339&r2=1901340&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat May 28 02:52:09 2022
@@ -1,238 +1,239 @@
# Using score set 1 logs for revision 1901095 from:
# ham-net-darxus.r1901095.log ham-net-ena-week0.r1901095.log ham-net-ena-week1.r1901095.log ham-net-ena-week2.r1901095.log ham-net-ena-week3.r1901095.log ham-net-ena-week4.r1901095.log ham-net-giovanni-ham.r1901095.log ham-net-giovanni-spammy.r1901095.log ham-net-giovanni-spam.r1901095.log ham-net-grenier.r1901095.log ham-net-hege.r1901095.log ham-net-jhardin.r1901095.log ham-net-llanga.r1901095.log ham-net-mmiroslaw-mails-ham.r1901095.log ham-net-mmiroslaw-mails-spam.r1901095.log ham-net-pds.r1901095.log ham-net-spamsponge.r1901095.log ham-net-thendrikx.r1901095.log ham-net-tsz-spam-corpus.r1901095.log spam-net-darxus.r1901095.log spam-net-ena-week0.r1901095.log spam-net-ena-week1.r1901095.log spam-net-ena-week2.r1901095.log spam-net-ena-week3.r1901095.log spam-net-ena-week4.r1901095.log spam-net-giovanni-ham.r1901095.log spam-net-giovanni-spammy.r1901095.log spam-net-giovanni-spam.r1901095.log spam-net-grenier.r1901095.log spam-net-hege.r1901095.log spam-net-jhardin.r1901095.log s
pam-net-llanga.r1901095.log spam-net-mmiroslaw-mails-ham.r1901095.log spam-net-mmiroslaw-mails-spam.r1901095.log spam-net-pds.r1901095.log spam-net-spamsponge.r1901095.log spam-net-thendrikx.r1901095.log spam-net-tsz-spam-corpus.r1901095.log
-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 ADMITS_SPAM 3.396
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.497
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.599
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.412
score ADVANCE_FEE_3_NEW_MONEY 2.796
score ADVANCE_FEE_4_NEW 2.297
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.700
-score ADVANCE_FEE_5_NEW 2.397
+score ADVANCE_FEE_4_NEW_MONEY 0.653
+score ADVANCE_FEE_5_NEW 2.497
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 0.106
+score AMAZON_IMG_NOT_RCVD_AMZN 0.110
score APOSTROPHE_TOCC 0.998
-score APP_DEVELOPMENT_NORDNS 0.001
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.755
-score BIGNUM_EMAILS_FREEM 0.001 # force non-zero
-score BITCOIN_DEADLINE 1.930
-score BITCOIN_EXTORT_01 4.246
-score BITCOIN_IMGUR 1.969
+score APP_DEVELOPMENT_NORDNS 0.100
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score BIGNUM_EMAILS_FREEM 0.001
+score BITCOIN_DEADLINE 1.643
+score BITCOIN_EXTORT_01 4.245
+score BITCOIN_IMGUR 3.044
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.997
-score BITCOIN_SPAM_02 1.909
+score BITCOIN_ONAN 2.996
+score BITCOIN_SPAM_02 1.731
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_05 0.080
+score BITCOIN_SPAM_05 0.001
score BITCOIN_SPAM_09 0.001
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.996
-score BODY_SINGLE_URI 1.954
+score BODY_SINGLE_URI 1.945
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.176
+score BOGUS_MIME_VERSION 3.184
score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.780
+score DKIMWL_WL_HIGH -0.801
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.856
+score DKIMWL_WL_MEDHI -0.977
score DX_TEXT_03 1.498
score ENCRYPTED_MESSAGE -0.998
score END_FUTURE_EMAILS 2.497
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FILL_THIS_FORM 0.260
+score FILL_THIS_FORM 0.320
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_LONG_LINE 2.477
-score FONT_INVIS_MSGID 0.001 # force non-zero
-score FONT_INVIS_NORDNS 1.371
-score FONT_INVIS_POSTEXTRAS 3.496
+score FONT_INVIS_LONG_LINE 2.220
+score FONT_INVIS_MSGID 0.001
+score FONT_INVIS_NORDNS 1.475
+score FONT_INVIS_POSTEXTRAS 3.497
score FORGED_SPF_HELO 0.473
score FORM_FRAUD 0.998
-score FORM_FRAUD_3 1.762
+score FORM_FRAUD_3 1.655
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_2_EMAILS_SHORT 1.246
-score FROM_ADDR_WS 2.200
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_2_EMAILS_SHORT 2.193
+score FROM_ADDR_WS 2.357
+score FROM_FMBLA_NEWDOM 1.498
+score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.785
-score FROM_GOV_SPOOF 0.818
+score FROM_GOV_DKIM_AU -0.999
+score FROM_GOV_SPOOF 0.900
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.558
+score FROM_MISSP_DYNIP 1.745
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.662
+score FROM_MISSP_FREEMAIL 1.697
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.499
-score FROM_MISSP_SPF_FAIL 0.827
-score FROM_MISSP_TO_UNDISC 1.140
+score FROM_MISSP_SPF_FAIL 0.822
+score FROM_MISSP_TO_UNDISC 1.847
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.999
-score FROM_NTLD_REPLY_FREEMAIL 1.130
+score FROM_MULTI_NORDNS 1.000
+score FROM_NTLD_REPLY_FREEMAIL 1.060
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.965
-score FSL_BULK_SIG 0.697
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_BULK_SIG 0.717
+score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 0.537
-score FUZZY_WALLET 2.399
+score FUZZY_AMAZON 1.871
+score FUZZY_CLICK_HERE 1.373
+score FUZZY_WALLET 2.398
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.498
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GB_PAYPAL_IMG_NOT_RCVD_PAYP 2.497
-score GB_URI_FLEEK_STO_HTM 0.998
-score GOOG_MALWARE_DNLD 2.079
-score GOOG_REDIR_NORDNS 3.120
-score GOOG_STO_EMAIL_PHISH 2.626
+score GB_URI_FLEEK_STO_HTM 0.999
+score GOOG_MALWARE_DNLD 4.739
+score GOOG_REDIR_NORDNS 3.122
+score GOOG_STO_EMAIL_PHISH 2.003
score GOOG_STO_IMG_NOHTML 2.497
score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 0.001 # force non-zero
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 0.898
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 0.617
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 0.001 # force non-zero
score HK_LOTTO 0.998
-score HK_NAME_MR_MRS 0.998
+score HK_NAME_MR_MRS 0.997
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.252
+score HK_SCAM 1.110
score HK_WIN 0.998
-score HOSTED_IMG_DIRECT_MX 0.133
+score HOSTED_IMG_DIRECT_MX 0.001
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_FONT_TINY_NORDNS 1.882
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.650
+score HTML_FONT_TINY_NORDNS 1.704
+score HTML_OFF_PAGE 2.325
+score HTML_SINGLET_MANY 1.649
score HTML_TAG_BALANCE_CENTER 3.096
-score HTML_TEXT_INVISIBLE_FONT 1.196
-score HTML_TEXT_INVISIBLE_STYLE 2.038
+score HTML_TEXT_INVISIBLE_FONT 0.068
+score HTML_TEXT_INVISIBLE_STYLE 2.217
score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.001
-score LONGLN_LOW_CONTRAST 1.117
-score LONG_HEX_URI 1.516
-score LONG_IMG_URI 1.137
-score LONG_INVISIBLE_TEXT 0.736
+score LONGLN_LOW_CONTRAST 1.379
+score LONG_HEX_URI 1.515
+score LONG_IMG_URI 1.124
+score LONG_INVISIBLE_TEXT 0.862
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.499
+score LOTTO_AGENT 0.922
score MALWARE_NORDNS 0.001
-score MALWARE_PASSWORD 0.214
+score MALWARE_PASSWORD 0.499
score MALW_ATTACH 2.397
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.830
-score MIMEOLE_DIRECT_TO_MX 1.771
+score MILLION_USD 1.751
+score MIMEOLE_DIRECT_TO_MX 1.997
score MIME_NO_TEXT 1.999
-score MIXED_AREA_CASE 1.246
+score MIXED_AREA_CASE 1.471
score MIXED_CENTER_CASE 2.497
-score MIXED_ES 1.177
-score MIXED_HREF_CASE 1.376
-score MIXED_IMG_CASE 2.522
+score MIXED_ES 0.997
+score MIXED_HREF_CASE 0.838
+score MIXED_IMG_CASE 2.735
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
-score MONEY_FRAUD_3 0.586
-score MONEY_FRAUD_5 0.074
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 0.351
+score MONEY_FRAUD_5 0.241
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.654
+score MONEY_FREEMAIL_REPTO 1.697
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
score MSGID_HDR_MALF 3.496
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 0.001
+score NAME_EMAIL_DIFF 0.001 # force non-zero
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.128
+score NICE_REPLY_A -2.192
score NICE_REPLY_B -0.001
-score NORDNS_LOW_CONTRAST 0.468
+score NORDNS_LOW_CONTRAST 0.535
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.703
+score NSL_RCVD_HELO_USER 2.120
+score NUMBEREND_LINKBAIT 0.764
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.308
+score ODD_FREEM_REPTO 2.573
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_HELO_NODOM 0.724
-score PDS_DBL_URL_TNB_RUNON 1.091
+score PDS_DBL_URL_HELO_NODOM 0.866
+score PDS_DBL_URL_TNB_RUNON 1.098
+score PDS_FROM_2_EMAILS 3.496
score PDS_OTHER_BAD_TLD 1.997
score PDS_PHPEXP_BOT 1.498
-score PDS_PHP_EVAL 1.416
-score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_PHP_EVAL 1.499
+score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PHP_ORIG_SCRIPT 2.342
-score PHP_ORIG_SCRIPT_EVAL 1.826
+score PHP_ORIG_SCRIPT 2.347
+score PHP_ORIG_SCRIPT_EVAL 2.041
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.129
+score RATWARE_NO_RDNS 1.360
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.030
+score RDNS_NUM_TLD_XM 0.748
score REPLYTO_EMPTY 2.397
+score REPTO_419_FRAUD 2.996
score REPTO_INFONUMSCOM 2.996
-score SCC_BODY_URI_ONLY 2.442
+score SCC_BODY_URI_ONLY 2.401
score SCC_CANSPAM_2 2.896
-score SCC_ISEMM_LID_1 1.261
-score SCC_SPAMMER_ADDR_2 2.274
+score SCC_ISEMM_LID_1 2.537
+score SCC_SPAMMER_ADDR_2 2.213
score SCRIPT_GIBBERISH 3.196
-score SENDGRID_REDIR 0.001 # force non-zero
-score SERGIO_SUBJECT_VIAGRA01 2.622
+score SENDGRID_REDIR 0.001
+score SERGIO_SUBJECT_VIAGRA01 2.884
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SPOOFED_FREEMAIL 0.723
+score SPOOFED_FREEMAIL 1.053
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.497
-score SPOOF_GMAIL_MID 1.498
+score SPOOF_GMAIL_MID 1.167
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_MANY 1.154
+score SUSP_UTF8_WORD_MANY 0.001
score THIS_AD 1.198
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_SPF_FAIL 0.001
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 2.031
-score TO_NO_BRKTS_HTML_IMG 1.997
-score TO_NO_BRKTS_HTML_ONLY 1.998
-score TO_NO_BRKTS_NORDNS_HTML 1.190
-score TO_NO_BRKTS_PCNT 1.463
-score TVD_RCVD_SPACE_BRACKET 2.205
+score TO_NO_BRKTS_FROM_MSSP 1.997
+score TO_NO_BRKTS_HTML_IMG 1.975
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_NORDNS_HTML 1.200
+score TO_NO_BRKTS_PCNT 2.202
+score TVD_RCVD_SPACE_BRACKET 1.698
score UNDISC_FREEM 3.296
-score UNDISC_MONEY 1.233
+score UNDISC_MONEY 0.958
score UNICODE_OBFU_ASC 2.497
-score UNSUB_GOOG_FORM 2.497
-score UPPERCASE_URI 3.044
-score URI_DOTEDU 0.001
+score UPPERCASE_URI 3.045
+score URI_DOTEDU 0.241
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.397
-score URI_GOOG_STO_SPAMMY 2.936
-score URI_IN_URI_10 3.005
+score URI_GOOGLE_PROXY 2.284
+score URI_GOOG_STO_SPAMMY 2.892
+score URI_IN_URI_10 3.107
score URI_OBFU_DOM 2.397
-score URI_ONLY_MSGID_MALF 0.783
-score URI_PHISH 2.544
-score URI_PHP_REDIR 3.171
-score URI_TRY_3LD 1.808
+score URI_ONLY_MSGID_MALF 1.396
+score URI_PHISH 2.581
+score URI_PHP_REDIR 3.169
+score URI_TRY_3LD 1.846
score URI_WPADMIN 2.397
score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 1.374
-score VFY_ACCT_NORDNS 2.813
+score URI_WP_HACKED_2 1.377
+score VFY_ACCT_NORDNS 2.999
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 1.445
+score XFER_LOTSA_MONEY 0.999
+score XM_DIGITS_ONLY 0.422
score XM_RANDOM 2.497
-score XM_RECPTID 2.997
-score XPRIO 0.001 # force non-zero
+score XM_RECPTID 2.996
+score XPRIO 0.001
score YOU_INHERIT 2.497
+score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -341,7 +342,6 @@ score RAND_HEADER_MANY 1.0
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
-score REPTO_419_FRAUD 1.000
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
@@ -373,6 +373,7 @@ score TO_IN_SUBJ 0.1
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
+score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1901340&r1=1901339&r2=1901340&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat May 28 02:52:09 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 322607 49.160% (99.632% of non-spam corpus)
-# Correctly spam: 246235 37.522% (74.069% of spam corpus)
-# False positives: 1193 0.182% (0.368% of nonspam, 38066 weighted)
-# False negatives: 86206 13.136% (25.931% of spam, 147117 weighted)
-# Average score for spam: 11.0 nonspam: 0.5
-# Average for false-pos: 6.2 false-neg: 1.7
-# TOTAL: 656241 100.00%
+# Correctly non-spam: 320268 53.229% (99.630% of non-spam corpus)
+# Correctly spam: 225556 37.488% (80.492% of spam corpus)
+# False positives: 1188 0.197% (0.370% of nonspam, 31777 weighted)
+# False negatives: 54666 9.086% (19.508% of spam, 98941 weighted)
+# Average score for spam: 12.3 nonspam: 0.5
+# Average for false-pos: 6.1 false-neg: 1.8
+# TOTAL: 601678 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 40200 99.65%
-# Correctly spam: 30663 74.03%
-# False positives: 142 0.35%
-# False negatives: 10757 25.97%
-# TCR(l=50): 2.319539 SpamRecall: 74.029% SpamPrec: 99.539%
+# Correctly non-spam: 39914 99.71%
+# Correctly spam: 28178 80.39%
+# False positives: 116 0.29%
+# False negatives: 6874 19.61%
+# TCR(l=50): 2.765662 SpamRecall: 80.389% SpamPrec: 99.590%
##### 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: 313838 96.92%
-# Correctly spam: 215659 64.87%
-# False positives: 9962 3.08%
-# False negatives: 116782 35.13%
-# TCR(l=50): 0.540658 SpamRecall: 64.871% SpamPrec: 95.585%
+# Correctly non-spam: 312070 97.08%
+# Correctly spam: 199149 71.07%
+# False positives: 9386 2.92%
+# False negatives: 81073 28.93%
+# TCR(l=50): 0.509149 SpamRecall: 71.068% SpamPrec: 95.499%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39055 96.81%
-# Correctly spam: 26990 65.16%
-# False positives: 1287 3.19%
-# False negatives: 14430 34.84%
-# TCR(l=50): 0.525768 SpamRecall: 65.162% SpamPrec: 95.449%
+# Correctly non-spam: 38830 97.00%
+# Correctly spam: 24862 70.93%
+# False positives: 1200 3.00%
+# False negatives: 10190 29.07%
+# TCR(l=50): 0.499387 SpamRecall: 70.929% SpamPrec: 95.396%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1901340&r1=1901339&r2=1901340&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat May 28 02:52:09 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 318494 48.270% (99.548% of non-spam corpus)
-# Correctly spam: 291305 44.149% (85.708% of spam corpus)
-# False positives: 1445 0.219% (0.452% of nonspam, 99593 weighted)
-# False negatives: 48576 7.362% (14.292% of spam, 92474 weighted)
-# Average score for spam: 17.3 nonspam: -0.7
+# Correctly non-spam: 318487 48.269% (99.546% of non-spam corpus)
+# Correctly spam: 291335 44.154% (85.717% of spam corpus)
+# False positives: 1452 0.220% (0.454% of nonspam, 100039 weighted)
+# False negatives: 48545 7.357% (14.283% of spam, 92245 weighted)
+# Average score for spam: 17.6 nonspam: -0.7
# Average for false-pos: 6.5 false-neg: 1.9
-# TOTAL: 659820 100.00%
+# TOTAL: 659819 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39676 99.55%
-# Correctly spam: 36423 86.01%
-# False positives: 179 0.45%
-# False negatives: 5924 13.99%
-# TCR(l=50): 2.847049 SpamRecall: 86.011% SpamPrec: 99.511%
+# Correctly non-spam: 39677 99.55%
+# Correctly spam: 36488 86.16%
+# False positives: 178 0.45%
+# False negatives: 5859 13.84%
+# TCR(l=50): 2.869232 SpamRecall: 86.164% SpamPrec: 99.515%
##### 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: 318748 99.63%
-# Correctly spam: 238266 70.10%
+# Correctly spam: 238316 70.12%
# False positives: 1191 0.37%
-# False negatives: 101615 29.90%
-# TCR(l=50): 2.108901 SpamRecall: 70.103% SpamPrec: 99.503%
+# False negatives: 101564 29.88%
+# TCR(l=50): 2.109562 SpamRecall: 70.118% SpamPrec: 99.503%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 39726 99.68%
-# Correctly spam: 29970 70.77%
+# Correctly spam: 29896 70.60%
# False positives: 129 0.32%
-# False negatives: 12377 29.23%
-# TCR(l=50): 2.249270 SpamRecall: 70.772% SpamPrec: 99.571%
+# False negatives: 12451 29.40%
+# TCR(l=50): 2.240463 SpamRecall: 70.598% SpamPrec: 99.570%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1901340&r1=1901339&r2=1901340&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat May 28 02:52:09 2022
@@ -1,208 +1,181 @@
-# Using score set 0 logs for revision 1901226 from:
-# ham-darxus.r1901226.log ham-ena-week0.r1901226.log ham-ena-week1.r1901226.log ham-ena-week2.r1901226.log ham-ena-week3.r1901226.log ham-ena-week4.r1901226.log ham-giovanni-ham.r1901226.log ham-giovanni-spammy.r1901226.log ham-giovanni-spam.r1901226.log ham-grenier.r1901226.log ham-hege.r1901226.log ham-jhardin.r1901226.log ham-llanga.r1901226.log ham-mmiroslaw-mails-ham.r1901226.log ham-mmiroslaw-mails-spam.r1901226.log ham-pds.r1901226.log ham-spamsponge.r1901226.log ham-thendrikx.r1901226.log ham-tsz-spam-corpus.r1901226.log spam-darxus.r1901226.log spam-ena-week0.r1901226.log spam-ena-week1.r1901226.log spam-ena-week2.r1901226.log spam-ena-week3.r1901226.log spam-ena-week4.r1901226.log spam-giovanni-ham.r1901226.log spam-giovanni-spammy.r1901226.log spam-giovanni-spam.r1901226.log spam-grenier.r1901226.log spam-hege.r1901226.log spam-jhardin.r1901226.log spam-llanga.r1901226.log spam-mmiroslaw-mails-ham.r1901226.log spam-mmiroslaw-mails-spam.r1901226.log spam-pds.r1901226.log s
pam-spamsponge.r1901226.log spam-thendrikx.r1901226.log spam-tsz-spam-corpus.r1901226.log
+# Using score set 0 logs for revision 1901314 from:
+# ham-darxus.r1901314.log ham-ena-week0.r1901314.log ham-ena-week1.r1901314.log ham-ena-week2.r1901314.log ham-ena-week3.r1901314.log ham-ena-week4.r1901314.log ham-giovanni-ham.r1901314.log ham-giovanni-spammy.r1901314.log ham-giovanni-spam.r1901314.log ham-grenier.r1901314.log ham-hege.r1901314.log ham-jhardin.r1901314.log ham-llanga.r1901314.log ham-mmiroslaw-mails-ham.r1901314.log ham-mmiroslaw-mails-spam.r1901314.log ham-spamsponge.r1901314.log ham-thendrikx.r1901314.log ham-tsz-spam-corpus.r1901314.log spam-darxus.r1901314.log spam-ena-week0.r1901314.log spam-ena-week1.r1901314.log spam-ena-week2.r1901314.log spam-ena-week3.r1901314.log spam-ena-week4.r1901314.log spam-giovanni-ham.r1901314.log spam-giovanni-spammy.r1901314.log spam-giovanni-spam.r1901314.log spam-grenier.r1901314.log spam-hege.r1901314.log spam-jhardin.r1901314.log spam-llanga.r1901314.log spam-mmiroslaw-mails-ham.r1901314.log spam-mmiroslaw-mails-spam.r1901314.log spam-spamsponge.r1901314.log spam-thendrikx.
r1901314.log spam-tsz-spam-corpus.r1901314.log
-score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.999
+score AC_FROM_MANY_DOTS 3.000
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 3.499
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADMITS_SPAM 3.100
+score ADVANCE_FEE_2_NEW_MONEY 2.000
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.059
-score ADVANCE_FEE_3_NEW_MONEY 2.799
-score ADVANCE_FEE_4_NEW 2.199
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.506
+score ADVANCE_FEE_3_NEW_MONEY 2.699
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.232
+score ADVANCE_FEE_4_NEW_MONEY 2.312
score ADVANCE_FEE_5_NEW 2.399
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.502
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.499
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.250
+score AD_PREFS 0.500
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
-score APP_DEVELOPMENT_NORDNS 1.218
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 1.896
-score BITCOIN_DEADLINE 2.400
-score BITCOIN_EXTORT_01 4.514
-score BITCOIN_IMGUR 3.499
+score BIGNUM_EMAILS_FREEM 1.202
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 4.500
score BITCOIN_ONAN 2.999
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_09 1.499
-score BITCOIN_XPRIO 2.104
+score BITCOIN_SPAM_09 1.251
+score BITCOIN_XPRIO 2.498
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.843
-score BOGUS_MIME_VERSION 3.499
-score CONTENT_AFTER_HTML 2.499
+score BODY_SINGLE_URI 1.949
+score CONTENT_AFTER_HTML 2.500
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.001
+score DEAR_BENEFICIARY 0.205
score DX_TEXT_03 1.399
score ENCRYPTED_MESSAGE -0.999
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 1.201
-score FONT_INVIS_DIRECT 0.861
-score FONT_INVIS_HTML_NOHTML 2.999
-score FONT_INVIS_LONG_LINE 1.429
-score FONT_INVIS_MSGID 1.073
-score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 1.655
+score FILL_THIS_FORM 1.099
+score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_MSGID 0.592
+score FONT_INVIS_POSTEXTRAS 1.652
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 0.001
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROM_2_EMAILS_SHORT 0.839
score FROM_ADDR_WS 2.999
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 1.606
-score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 3.299
+score FROM_MISSPACED 0.348
+score FROM_MISSP_DYNIP 1.581
+score FROM_MISSP_EH_MATCH 1.959
+score FROM_MISSP_FREEMAIL 3.399
score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_TO_UNDISC 2.299
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.499
-score FROM_MULTI_NORDNS 1.219
-score FROM_NTLD_REPLY_FREEMAIL 1.801
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_MULTI_NORDNS 0.339
+score FROM_NTLD_REPLY_FREEMAIL 1.528
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.299
-score FUZZY_CLICK_HERE 1.679
-score FUZZY_WALLET 2.599
+score FUZZY_AMAZON 2.200
score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.499
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GB_FREEMAIL_DISPTO 0.500
score GB_PAYPAL_IMG_NOT_RCVD_PAYP 2.499
score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_MALWARE_DNLD 4.164
-score GOOG_REDIR_NORDNS 2.609
+score GOOG_MALWARE_DNLD 3.253
+score GOOG_REDIR_NORDNS 2.600
score GOOG_STO_EMAIL_PHISH 2.999
-score GOOG_STO_HTML_PHISH 1.652
score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 1.600
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HAS_X_OUTGOING_SPAM_STAT 1.999
+score HDRS_LCASE_IMGONLY 0.001
+score HDRS_MISSP 1.688
+score HDR_ORDER_FTSDMCXX_DIRECT 0.913
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
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_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.732
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 0.610
score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_DIRECT_MX 2.597
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 1.999
-score HTML_OFF_PAGE 2.999
-score HTML_TAG_BALANCE_CENTER 2.415
-score HTML_TEXT_INVISIBLE_STYLE 1.766
+score HTML_OFF_PAGE 3.000
+score HTML_TAG_BALANCE_CENTER 2.200
+score HTML_TEXT_INVISIBLE_STYLE 1.984
score JH_SPAMMY_HEADERS 3.499
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.689
-score LONG_INVISIBLE_TEXT 1.269
-score LOTS_OF_MONEY 0.009
+score LONG_HEX_URI 3.000
+score LONG_IMG_URI 1.690
+score LONG_INVISIBLE_TEXT 0.537
+score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score MALWARE_NORDNS 2.097
-score MALWARE_PASSWORD 0.001
-score MALW_ATTACH 2.499
+score MALWARE_NORDNS 2.102
+score MALWARE_PASSWORD 1.423
+score MALW_ATTACH 2.299
score MILLION_HUNDRED 0.001
score MILLION_USD 1.807
-score MIMEOLE_DIRECT_TO_MX 0.001
+score MIMEOLE_DIRECT_TO_MX 1.088
score MIME_NO_TEXT 1.999
-score MIXED_AREA_CASE 1.351
-score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.999
-score MIXED_HREF_CASE 0.140
-score MIXED_IMG_CASE 1.353
-score MONEY_ATM_CARD 0.001
+score MIXED_ES 3.100
+score MONEY_ATM_CARD 0.001 # force non-zero
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
+score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.164
+score MONEY_FRAUD_5 0.516
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
-score MONEY_FROM_41 1.999
+score MONEY_FROM_41 2.000
score MONEY_FROM_MISSP 0.001
score MSGID_HDR_MALF 3.499
-score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 2.922
-score NA_DOLLARS 0.801
-score NICE_REPLY_A -3.765
-score NICE_REPLY_B -1.299
-score NORDNS_LOW_CONTRAST 1.542
+score MSMAIL_PRI_ABNORMAL 0.001 # force non-zero
+score NAME_EMAIL_DIFF 2.941
+score NA_DOLLARS 0.251
+score NICE_REPLY_A -4.199
+score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.385
-score NUMBEREND_LINKBAIT 0.243
-score OBFU_TEXT_ATTACH 1.399
+score NSL_RCVD_HELO_USER 2.464
+score NUMBEREND_LINKBAIT 0.964
+score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.999
-score PDS_BTC_ID 0.499
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_HELO_NODOM 0.881
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_OTHER_BAD_TLD 2.000
+score PDS_OTHER_BAD_TLD 1.999
score PDS_PHPEXP_BOT 1.499
-score PDS_PHP_EVAL 1.372
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
score PHOTO_EDITING_DIRECT 2.999
score PHP_ORIG_SCRIPT 2.499
-score PHP_ORIG_SCRIPT_EVAL 2.838
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.768
-score RDNS_NUM_TLD_XM 1.233
-score REPLYTO_EMPTY 2.399
+score RDNS_NUM_TLD_XM 2.565
score REPTO_INFONUMSCOM 2.999
-score SCC_BODY_URI_ONLY 2.799
-score SCC_CANSPAM_2 3.099
-score SCC_ISEMM_LID_1 2.135
-score SCC_SPAMMER_ADDR_2 2.406
-score SCRIPT_GIBBERISH 3.399
+score SCC_BODY_URI_ONLY 2.699
+score SCC_CANSPAM_2 2.499
+score SCC_ISEMM_LID_1 2.753
+score SCC_SPAMMER_ADDR_2 2.278
+score SCRIPT_GIBBERISH 3.099
score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 4.413
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.404
+score SERGIO_SUBJECT_VIAGRA01 2.761
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.040
+score SHORT_IMG_SUSP_NTLD 0.001
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_MANY 2.845
-score THIS_AD 1.199
-score THIS_IS_ADV_SUSP_NTLD 0.358
+score SUSP_UTF8_WORD_MANY 2.999
+score THIS_AD 0.999
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_NAME_SUBJ_NO_RDNS 1.100
+score TO_NAME_SUBJ_NO_RDNS 0.071
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_NORDNS_HTML 1.537
score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 2.349
-score UNDISC_FREEM 3.500
-score UNDISC_MONEY 2.998
-score UNICODE_OBFU_ASC 2.499
-score UPPERCASE_URI 3.399
-score URI_DOTEDU 1.999
+score TVD_RCVD_SPACE_BRACKET 0.144
+score UNDISC_FREEM 3.099
+score UNDISC_MONEY 2.380
+score UPPERCASE_URI 3.300
+score URI_DOTEDU 1.865
score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.399
-score URI_IN_URI_10 3.199
-score URI_OBFU_DOM 2.499
-score URI_PHISH 4.000
+score URI_GOOGLE_PROXY 2.300
+score URI_OBFU_DOM 2.399
+score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.399
-score URI_WP_HACKED_2 2.500
-score VFY_ACCT_NORDNS 2.952
+score URI_WP_HACKED_2 2.499
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 2.190
+score XM_DIGITS_ONLY 1.475
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score YOU_INHERIT 2.399
+score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -215,12 +188,15 @@ score AC_SPAMMY_URI_PATTERNS8 1.0
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADULT_DATING_COMPANY 10.000
score ADVANCE_FEE_2_NEW_FORM 1.000
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
score APP_DEVELOPMENT_FREEM 1.000
+score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
+score BITCOIN_IMGUR 1.000
score BITCOIN_MALWARE 1.000
score BITCOIN_OBFU_SUBJ 1.000
score BITCOIN_PAY_ME 1.000
@@ -233,6 +209,7 @@ score BITCOIN_SPAM_10 1.0
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BODY_URI_ONLY 1.000
+score BOGUS_MIME_VERSION 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -250,6 +227,9 @@ score ENVFROM_GOOG_TRIX 1.0
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
+score FONT_INVIS_HTML_NOHTML 1.000
+score FONT_INVIS_LONG_LINE 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
@@ -259,11 +239,13 @@ score FROM_NTLD_LINKBAIT 1.0
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
+score GOOG_STO_HTML_PHISH 1.000
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
@@ -272,6 +254,7 @@ score HK_CTE_RAW 1.0
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
+score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score HTML_SINGLET_MANY 1.000
@@ -285,7 +268,11 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
+score MIXED_AREA_CASE 1.000
+score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
+score MIXED_HREF_CASE 1.000
+score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
@@ -295,10 +282,14 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
+score PDS_DBL_URL_HELO_NODOM 1.000
+score PDS_FROM_2_EMAILS 1.000
+score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
+score PHP_ORIG_SCRIPT_EVAL 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -306,6 +297,7 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_LIST_SPOOF 1.000
score RAND_HEADER_MANY 1.000
+score RATWARE_NO_RDNS 1.000
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
@@ -326,7 +318,6 @@ score REPTO_419_FRAUD_YN 1.0
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
score SHORTENER_SHORT_IMG 1.000
-score SHORT_IMG_SUSP_NTLD 1.000
score SPOOFED_FREEMAIL_NO_RDNS 1.000
score SPOOF_GMAIL_MID 1.000
score STOCK_TIP 1.000
@@ -334,12 +325,13 @@ score SUBJ_BRKN_WORDNUMS 1.0
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
+score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
score TO_EQ_FM_DIRECT_MX 1.000
score TO_IN_SUBJ 0.100
-score TVD_SPACE_ENCODED 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
+score UNICODE_OBFU_ASC 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
@@ -357,6 +349,7 @@ score URI_TRY_USME 1.0
score URI_WP_DIRINDEX 1.000
score URI_WP_HACKED 1.000
score USB_DRIVES 1.000
+score VFY_ACCT_NORDNS 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
@@ -383,6 +376,7 @@ score FROM_NEWDOM_BTC 0.0
score FROM_NUMBERO_NEWDOMAIN 0.001 # force non-zero
score FROM_PAYPAL_SPOOF 0.001 # force non-zero
score FSL_BULK_SIG 0.001 # force non-zero
+score GB_HASHBL_BTC 0.001 # force non-zero
score PDS_HELO_SPF_FAIL 0.001 # force non-zero
score RCVD_IN_MSPIKE_BL 0.001 # force non-zero
score RCVD_IN_MSPIKE_H2 0.001 # force non-zero
@@ -402,5 +396,3 @@ score SPOOFED_FREEM_REPTO_RUS 0.0
score SURBL_BLOCKED 0.001 # force non-zero
score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
-score USER_IN_DKIM_WELCOMELIST 0.001 # force non-zero
-score USER_IN_SPF_WELCOMELIST 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1901340&r1=1901339&r2=1901340&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat May 28 02:52:09 2022
@@ -1,238 +1,239 @@
# Using score set 1 logs for revision 1901095 from:
# ham-net-darxus.r1901095.log ham-net-ena-week0.r1901095.log ham-net-ena-week1.r1901095.log ham-net-ena-week2.r1901095.log ham-net-ena-week3.r1901095.log ham-net-ena-week4.r1901095.log ham-net-giovanni-ham.r1901095.log ham-net-giovanni-spammy.r1901095.log ham-net-giovanni-spam.r1901095.log ham-net-grenier.r1901095.log ham-net-hege.r1901095.log ham-net-jhardin.r1901095.log ham-net-llanga.r1901095.log ham-net-mmiroslaw-mails-ham.r1901095.log ham-net-mmiroslaw-mails-spam.r1901095.log ham-net-pds.r1901095.log ham-net-spamsponge.r1901095.log ham-net-thendrikx.r1901095.log ham-net-tsz-spam-corpus.r1901095.log spam-net-darxus.r1901095.log spam-net-ena-week0.r1901095.log spam-net-ena-week1.r1901095.log spam-net-ena-week2.r1901095.log spam-net-ena-week3.r1901095.log spam-net-ena-week4.r1901095.log spam-net-giovanni-ham.r1901095.log spam-net-giovanni-spammy.r1901095.log spam-net-giovanni-spam.r1901095.log spam-net-grenier.r1901095.log spam-net-hege.r1901095.log spam-net-jhardin.r1901095.log s
pam-net-llanga.r1901095.log spam-net-mmiroslaw-mails-ham.r1901095.log spam-net-mmiroslaw-mails-spam.r1901095.log spam-net-pds.r1901095.log spam-net-spamsponge.r1901095.log spam-net-thendrikx.r1901095.log spam-net-tsz-spam-corpus.r1901095.log
-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 ADMITS_SPAM 3.396
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.497
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.599
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.412
score ADVANCE_FEE_3_NEW_MONEY 2.796
score ADVANCE_FEE_4_NEW 2.297
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.700
-score ADVANCE_FEE_5_NEW 2.397
+score ADVANCE_FEE_4_NEW_MONEY 0.653
+score ADVANCE_FEE_5_NEW 2.497
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 0.106
+score AMAZON_IMG_NOT_RCVD_AMZN 0.110
score APOSTROPHE_TOCC 0.998
-score APP_DEVELOPMENT_NORDNS 0.001
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.755
-score BIGNUM_EMAILS_FREEM 0.001 # force non-zero
-score BITCOIN_DEADLINE 1.930
-score BITCOIN_EXTORT_01 4.246
-score BITCOIN_IMGUR 1.969
+score APP_DEVELOPMENT_NORDNS 0.100
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score BIGNUM_EMAILS_FREEM 0.001
+score BITCOIN_DEADLINE 1.643
+score BITCOIN_EXTORT_01 4.245
+score BITCOIN_IMGUR 3.044
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.997
-score BITCOIN_SPAM_02 1.909
+score BITCOIN_ONAN 2.996
+score BITCOIN_SPAM_02 1.731
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_05 0.080
+score BITCOIN_SPAM_05 0.001
score BITCOIN_SPAM_09 0.001
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.996
-score BODY_SINGLE_URI 1.954
+score BODY_SINGLE_URI 1.945
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.176
+score BOGUS_MIME_VERSION 3.184
score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.780
+score DKIMWL_WL_HIGH -0.801
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.856
+score DKIMWL_WL_MEDHI -0.977
score DX_TEXT_03 1.498
score ENCRYPTED_MESSAGE -0.998
score END_FUTURE_EMAILS 2.497
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FILL_THIS_FORM 0.260
+score FILL_THIS_FORM 0.320
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_LONG_LINE 2.477
-score FONT_INVIS_MSGID 0.001 # force non-zero
-score FONT_INVIS_NORDNS 1.371
-score FONT_INVIS_POSTEXTRAS 3.496
+score FONT_INVIS_LONG_LINE 2.220
+score FONT_INVIS_MSGID 0.001
+score FONT_INVIS_NORDNS 1.475
+score FONT_INVIS_POSTEXTRAS 3.497
score FORGED_SPF_HELO 0.473
score FORM_FRAUD 0.998
-score FORM_FRAUD_3 1.762
+score FORM_FRAUD_3 1.655
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_2_EMAILS_SHORT 1.246
-score FROM_ADDR_WS 2.200
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_2_EMAILS_SHORT 2.193
+score FROM_ADDR_WS 2.357
+score FROM_FMBLA_NEWDOM 1.498
+score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.785
-score FROM_GOV_SPOOF 0.818
+score FROM_GOV_DKIM_AU -0.999
+score FROM_GOV_SPOOF 0.900
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.558
+score FROM_MISSP_DYNIP 1.745
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.662
+score FROM_MISSP_FREEMAIL 1.697
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.499
-score FROM_MISSP_SPF_FAIL 0.827
-score FROM_MISSP_TO_UNDISC 1.140
+score FROM_MISSP_SPF_FAIL 0.822
+score FROM_MISSP_TO_UNDISC 1.847
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.999
-score FROM_NTLD_REPLY_FREEMAIL 1.130
+score FROM_MULTI_NORDNS 1.000
+score FROM_NTLD_REPLY_FREEMAIL 1.060
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.965
-score FSL_BULK_SIG 0.697
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_BULK_SIG 0.717
+score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 0.537
-score FUZZY_WALLET 2.399
+score FUZZY_AMAZON 1.871
+score FUZZY_CLICK_HERE 1.373
+score FUZZY_WALLET 2.398
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.498
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GB_PAYPAL_IMG_NOT_RCVD_PAYP 2.497
-score GB_URI_FLEEK_STO_HTM 0.998
-score GOOG_MALWARE_DNLD 2.079
-score GOOG_REDIR_NORDNS 3.120
-score GOOG_STO_EMAIL_PHISH 2.626
+score GB_URI_FLEEK_STO_HTM 0.999
+score GOOG_MALWARE_DNLD 4.739
+score GOOG_REDIR_NORDNS 3.122
+score GOOG_STO_EMAIL_PHISH 2.003
score GOOG_STO_IMG_NOHTML 2.497
score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 0.001 # force non-zero
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 0.898
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 0.617
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 0.001 # force non-zero
score HK_LOTTO 0.998
-score HK_NAME_MR_MRS 0.998
+score HK_NAME_MR_MRS 0.997
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.252
+score HK_SCAM 1.110
score HK_WIN 0.998
-score HOSTED_IMG_DIRECT_MX 0.133
+score HOSTED_IMG_DIRECT_MX 0.001
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_FONT_TINY_NORDNS 1.882
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.650
+score HTML_FONT_TINY_NORDNS 1.704
+score HTML_OFF_PAGE 2.325
+score HTML_SINGLET_MANY 1.649
score HTML_TAG_BALANCE_CENTER 3.096
-score HTML_TEXT_INVISIBLE_FONT 1.196
-score HTML_TEXT_INVISIBLE_STYLE 2.038
+score HTML_TEXT_INVISIBLE_FONT 0.068
+score HTML_TEXT_INVISIBLE_STYLE 2.217
score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.001
-score LONGLN_LOW_CONTRAST 1.117
-score LONG_HEX_URI 1.516
-score LONG_IMG_URI 1.137
-score LONG_INVISIBLE_TEXT 0.736
+score LONGLN_LOW_CONTRAST 1.379
+score LONG_HEX_URI 1.515
+score LONG_IMG_URI 1.124
+score LONG_INVISIBLE_TEXT 0.862
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.499
+score LOTTO_AGENT 0.922
score MALWARE_NORDNS 0.001
-score MALWARE_PASSWORD 0.214
+score MALWARE_PASSWORD 0.499
score MALW_ATTACH 2.397
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.830
-score MIMEOLE_DIRECT_TO_MX 1.771
+score MILLION_USD 1.751
+score MIMEOLE_DIRECT_TO_MX 1.997
score MIME_NO_TEXT 1.999
-score MIXED_AREA_CASE 1.246
+score MIXED_AREA_CASE 1.471
score MIXED_CENTER_CASE 2.497
-score MIXED_ES 1.177
-score MIXED_HREF_CASE 1.376
-score MIXED_IMG_CASE 2.522
+score MIXED_ES 0.997
+score MIXED_HREF_CASE 0.838
+score MIXED_IMG_CASE 2.735
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
-score MONEY_FRAUD_3 0.586
-score MONEY_FRAUD_5 0.074
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 0.351
+score MONEY_FRAUD_5 0.241
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.654
+score MONEY_FREEMAIL_REPTO 1.697
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
score MSGID_HDR_MALF 3.496
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 0.001
+score NAME_EMAIL_DIFF 0.001 # force non-zero
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.128
+score NICE_REPLY_A -2.192
score NICE_REPLY_B -0.001
-score NORDNS_LOW_CONTRAST 0.468
+score NORDNS_LOW_CONTRAST 0.535
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.703
+score NSL_RCVD_HELO_USER 2.120
+score NUMBEREND_LINKBAIT 0.764
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.308
+score ODD_FREEM_REPTO 2.573
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_HELO_NODOM 0.724
-score PDS_DBL_URL_TNB_RUNON 1.091
+score PDS_DBL_URL_HELO_NODOM 0.866
+score PDS_DBL_URL_TNB_RUNON 1.098
+score PDS_FROM_2_EMAILS 3.496
score PDS_OTHER_BAD_TLD 1.997
score PDS_PHPEXP_BOT 1.498
-score PDS_PHP_EVAL 1.416
-score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_PHP_EVAL 1.499
+score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PHP_ORIG_SCRIPT 2.342
-score PHP_ORIG_SCRIPT_EVAL 1.826
+score PHP_ORIG_SCRIPT 2.347
+score PHP_ORIG_SCRIPT_EVAL 2.041
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.129
+score RATWARE_NO_RDNS 1.360
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.030
+score RDNS_NUM_TLD_XM 0.748
score REPLYTO_EMPTY 2.397
+score REPTO_419_FRAUD 2.996
score REPTO_INFONUMSCOM 2.996
-score SCC_BODY_URI_ONLY 2.442
+score SCC_BODY_URI_ONLY 2.401
score SCC_CANSPAM_2 2.896
-score SCC_ISEMM_LID_1 1.261
-score SCC_SPAMMER_ADDR_2 2.274
+score SCC_ISEMM_LID_1 2.537
+score SCC_SPAMMER_ADDR_2 2.213
score SCRIPT_GIBBERISH 3.196
-score SENDGRID_REDIR 0.001 # force non-zero
-score SERGIO_SUBJECT_VIAGRA01 2.622
+score SENDGRID_REDIR 0.001
+score SERGIO_SUBJECT_VIAGRA01 2.884
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SPOOFED_FREEMAIL 0.723
+score SPOOFED_FREEMAIL 1.053
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.497
-score SPOOF_GMAIL_MID 1.498
+score SPOOF_GMAIL_MID 1.167
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_MANY 1.154
+score SUSP_UTF8_WORD_MANY 0.001
score THIS_AD 1.198
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_SPF_FAIL 0.001
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 2.031
-score TO_NO_BRKTS_HTML_IMG 1.997
-score TO_NO_BRKTS_HTML_ONLY 1.998
-score TO_NO_BRKTS_NORDNS_HTML 1.190
-score TO_NO_BRKTS_PCNT 1.463
-score TVD_RCVD_SPACE_BRACKET 2.205
+score TO_NO_BRKTS_FROM_MSSP 1.997
+score TO_NO_BRKTS_HTML_IMG 1.975
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_NORDNS_HTML 1.200
+score TO_NO_BRKTS_PCNT 2.202
+score TVD_RCVD_SPACE_BRACKET 1.698
score UNDISC_FREEM 3.296
-score UNDISC_MONEY 1.233
+score UNDISC_MONEY 0.958
score UNICODE_OBFU_ASC 2.497
-score UNSUB_GOOG_FORM 2.497
-score UPPERCASE_URI 3.044
-score URI_DOTEDU 0.001
+score UPPERCASE_URI 3.045
+score URI_DOTEDU 0.241
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.397
-score URI_GOOG_STO_SPAMMY 2.936
-score URI_IN_URI_10 3.005
+score URI_GOOGLE_PROXY 2.284
+score URI_GOOG_STO_SPAMMY 2.892
+score URI_IN_URI_10 3.107
score URI_OBFU_DOM 2.397
-score URI_ONLY_MSGID_MALF 0.783
-score URI_PHISH 2.544
-score URI_PHP_REDIR 3.171
-score URI_TRY_3LD 1.808
+score URI_ONLY_MSGID_MALF 1.396
+score URI_PHISH 2.581
+score URI_PHP_REDIR 3.169
+score URI_TRY_3LD 1.846
score URI_WPADMIN 2.397
score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 1.374
-score VFY_ACCT_NORDNS 2.813
+score URI_WP_HACKED_2 1.377
+score VFY_ACCT_NORDNS 2.999
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 1.445
+score XFER_LOTSA_MONEY 0.999
+score XM_DIGITS_ONLY 0.422
score XM_RANDOM 2.497
-score XM_RECPTID 2.997
-score XPRIO 0.001 # force non-zero
+score XM_RECPTID 2.996
+score XPRIO 0.001
score YOU_INHERIT 2.497
+score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -341,7 +342,6 @@ score RAND_HEADER_MANY 1.0
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
-score REPTO_419_FRAUD 1.000
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
@@ -373,6 +373,7 @@ score TO_IN_SUBJ 0.1
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
+score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1901340&r1=1901339&r2=1901340&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat May 28 02:52:09 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 322607 49.160% (99.632% of non-spam corpus)
-# Correctly spam: 246235 37.522% (74.069% of spam corpus)
-# False positives: 1193 0.182% (0.368% of nonspam, 38066 weighted)
-# False negatives: 86206 13.136% (25.931% of spam, 147117 weighted)
-# Average score for spam: 11.0 nonspam: 0.5
-# Average for false-pos: 6.2 false-neg: 1.7
-# TOTAL: 656241 100.00%
+# Correctly non-spam: 320268 53.229% (99.630% of non-spam corpus)
+# Correctly spam: 225556 37.488% (80.492% of spam corpus)
+# False positives: 1188 0.197% (0.370% of nonspam, 31777 weighted)
+# False negatives: 54666 9.086% (19.508% of spam, 98941 weighted)
+# Average score for spam: 12.3 nonspam: 0.5
+# Average for false-pos: 6.1 false-neg: 1.8
+# TOTAL: 601678 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 40200 99.65%
-# Correctly spam: 30663 74.03%
-# False positives: 142 0.35%
-# False negatives: 10757 25.97%
-# TCR(l=50): 2.319539 SpamRecall: 74.029% SpamPrec: 99.539%
+# Correctly non-spam: 39914 99.71%
+# Correctly spam: 28178 80.39%
+# False positives: 116 0.29%
+# False negatives: 6874 19.61%
+# TCR(l=50): 2.765662 SpamRecall: 80.389% SpamPrec: 99.590%
##### 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: 313838 96.92%
-# Correctly spam: 215659 64.87%
-# False positives: 9962 3.08%
-# False negatives: 116782 35.13%
-# TCR(l=50): 0.540658 SpamRecall: 64.871% SpamPrec: 95.585%
+# Correctly non-spam: 312070 97.08%
+# Correctly spam: 199149 71.07%
+# False positives: 9386 2.92%
+# False negatives: 81073 28.93%
+# TCR(l=50): 0.509149 SpamRecall: 71.068% SpamPrec: 95.499%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39055 96.81%
-# Correctly spam: 26990 65.16%
-# False positives: 1287 3.19%
-# False negatives: 14430 34.84%
-# TCR(l=50): 0.525768 SpamRecall: 65.162% SpamPrec: 95.449%
+# Correctly non-spam: 38830 97.00%
+# Correctly spam: 24862 70.93%
+# False positives: 1200 3.00%
+# False negatives: 10190 29.07%
+# TCR(l=50): 0.499387 SpamRecall: 70.929% SpamPrec: 95.396%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1901340&r1=1901339&r2=1901340&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat May 28 02:52:09 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 318494 48.270% (99.548% of non-spam corpus)
-# Correctly spam: 291305 44.149% (85.708% of spam corpus)
-# False positives: 1445 0.219% (0.452% of nonspam, 99593 weighted)
-# False negatives: 48576 7.362% (14.292% of spam, 92474 weighted)
-# Average score for spam: 17.3 nonspam: -0.7
+# Correctly non-spam: 318487 48.269% (99.546% of non-spam corpus)
+# Correctly spam: 291335 44.154% (85.717% of spam corpus)
+# False positives: 1452 0.220% (0.454% of nonspam, 100039 weighted)
+# False negatives: 48545 7.357% (14.283% of spam, 92245 weighted)
+# Average score for spam: 17.6 nonspam: -0.7
# Average for false-pos: 6.5 false-neg: 1.9
-# TOTAL: 659820 100.00%
+# TOTAL: 659819 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39676 99.55%
-# Correctly spam: 36423 86.01%
-# False positives: 179 0.45%
-# False negatives: 5924 13.99%
-# TCR(l=50): 2.847049 SpamRecall: 86.011% SpamPrec: 99.511%
+# Correctly non-spam: 39677 99.55%
+# Correctly spam: 36488 86.16%
+# False positives: 178 0.45%
+# False negatives: 5859 13.84%
+# TCR(l=50): 2.869232 SpamRecall: 86.164% SpamPrec: 99.515%
##### 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: 318748 99.63%
-# Correctly spam: 238266 70.10%
+# Correctly spam: 238316 70.12%
# False positives: 1191 0.37%
-# False negatives: 101615 29.90%
-# TCR(l=50): 2.108901 SpamRecall: 70.103% SpamPrec: 99.503%
+# False negatives: 101564 29.88%
+# TCR(l=50): 2.109562 SpamRecall: 70.118% SpamPrec: 99.503%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 39726 99.68%
-# Correctly spam: 29970 70.77%
+# Correctly spam: 29896 70.60%
# False positives: 129 0.32%
-# False negatives: 12377 29.23%
-# TCR(l=50): 2.249270 SpamRecall: 70.772% SpamPrec: 99.571%
+# False negatives: 12451 29.40%
+# TCR(l=50): 2.240463 SpamRecall: 70.598% SpamPrec: 99.570%