Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916497&r1=1916496&r2=1916497&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Mar 24 02:51:44 2024
@@ -1,141 +1,141 @@
-# Using score set 0 logs for revision 1916461 from:
-# ham-ena-week0.r1916461.log ham-ena-week1.r1916461.log ham-ena-week2.r1916461.log ham-ena-week3.r1916461.log ham-ena-week4.r1916461.log ham-giovanni-ham.r1916461.log ham-giovanni-spammy.r1916461.log ham-giovanni-spam.r1916461.log ham-grenier.r1916461.log ham-hege.r1916461.log ham-jhardin.r1916461.log ham-llanga.r1916461.log ham-mmiroslaw-mails-ham.r1916461.log ham-mmiroslaw-mails-spam.r1916461.log ham-spamsponge.r1916461.log ham-tsz-corpus.r1916461.log ham-whyscream.r1916461.log spam-ena-week0.r1916461.log spam-ena-week1.r1916461.log spam-ena-week2.r1916461.log spam-ena-week3.r1916461.log spam-ena-week4.r1916461.log spam-giovanni-ham.r1916461.log spam-giovanni-spammy.r1916461.log spam-giovanni-spam.r1916461.log spam-grenier.r1916461.log spam-hege.r1916461.log spam-jhardin.r1916461.log spam-llanga.r1916461.log spam-mmiroslaw-mails-ham.r1916461.log spam-mmiroslaw-mails-spam.r1916461.log spam-spamsponge.r1916461.log spam-tsz-corpus.r1916461.log spam-whyscream.r1916461.log
+# Using score set 0 logs for revision 1916481 from:
+# ham-ena-week0.r1916481.log ham-ena-week1.r1916481.log ham-ena-week2.r1916481.log ham-ena-week3.r1916481.log ham-ena-week4.r1916481.log ham-giovanni-ham.r1916481.log ham-giovanni-spammy.r1916481.log ham-giovanni-spam.r1916481.log ham-grenier.r1916481.log ham-hege.r1916481.log ham-jhardin.r1916481.log ham-llanga.r1916481.log ham-mmiroslaw-mails-ham.r1916481.log ham-mmiroslaw-mails-spam.r1916481.log ham-tsz-corpus.r1916481.log ham-whyscream.r1916481.log spam-ena-week0.r1916481.log spam-ena-week1.r1916481.log spam-ena-week2.r1916481.log spam-ena-week3.r1916481.log spam-ena-week4.r1916481.log spam-giovanni-ham.r1916481.log spam-giovanni-spammy.r1916481.log spam-giovanni-spam.r1916481.log spam-grenier.r1916481.log spam-hege.r1916481.log spam-jhardin.r1916481.log spam-llanga.r1916481.log spam-mmiroslaw-mails-ham.r1916481.log spam-mmiroslaw-mails-spam.r1916481.log spam-tsz-corpus.r1916481.log spam-whyscream.r1916481.log
-score ACCT_PHISHING_MANY 2.339
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.001 # force non-zero
-score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.473
+score AC_POST_EXTRAS 0.001
+score ADMITS_SPAM 3.100
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.451
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 2.998
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.211
-score ADVANCE_FEE_3_NEW_MONEY 0.043
-score ADVANCE_FEE_4_NEW 2.500
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.342
+score ADVANCE_FEE_3_NEW 3.399
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.373
+score ADVANCE_FEE_3_NEW_MONEY 0.039
+score ADVANCE_FEE_4_NEW 2.488
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.336
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.492
-score AD_PREFS 0.417
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 0.491
+score AD_PREFS 0.001
+score AMAZON_IMG_NOT_RCVD_AMZN 2.500
+score APOSTROPHE_TOCC 1.000
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
score AXB_X_FF_SEZ_S 3.299
score BIGNUM_EMAILS_FREEM 0.001
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 4.999
-score BITCOIN_MALWARE 0.544
-score BITCOIN_ONAN 0.918
+score BITCOIN_EXTORT_01 2.102
+score BITCOIN_MALWARE 2.253
+score BITCOIN_ONAN 1.367
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 1.975
+score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.504
-score BODY_URI_ONLY 2.999
+score BODY_SINGLE_URI 1.064
+score BODY_URI_ONLY 3.000
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.833
+score BOGUS_MSM_HDRS 1.978
score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.500
+score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 3.227
-score DEAR_BENEFICIARY 1.799
+score DATE_IN_FUTURE_Q_PLUS 2.998
+score DEAR_BENEFICIARY 2.752
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.165
+score FBI_MONEY 0.260
score FBI_SPOOF 1.999
score FILL_THIS_FORM 0.486
score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_HTML_NOHTML 2.274
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
score FONT_INVIS_POSTEXTRAS 2.652
-score FORM_FRAUD 1.000
-score FORM_FRAUD_3 2.045
+score FORM_FRAUD 0.949
+score FORM_FRAUD_3 1.973
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.250
+score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.597
+score FROM_MISSP_EH_MATCH 1.200
score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.197
+score FROM_MISSP_PHISH 0.203
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.055
+score FROM_MISSP_TO_UNDISC 1.841
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.387
+score FROM_NTLD_REPLY_FREEMAIL 1.709
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 1.511
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_UNBAL2 2.399
+score FROM_WSP_TRAIL 1.406
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.399
-score FUZZY_IMPORTANT 1.677
-score FUZZY_PRIVACY 2.699
+score FUZZY_CLICK_HERE 3.499
+score FUZZY_IMPORTANT 0.820
+score FUZZY_PRIVACY 2.700
score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.456
-score GB_CUSTOM_HTM_URI 1.035
-score GB_FAKE_RF_SHORT 1.933
-score GB_FREEMAIL_DISPTO 0.001
+score GB_BITCOIN_CP 2.494
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.939
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GOOG_MALWARE_DNLD 4.899
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.500
-score GOOG_STO_IMG_HTML 2.502
+score GOOG_REDIR_NORDNS 2.502
+score GOOG_STO_IMG_HTML 2.500
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 0.142
+score HDRS_MISSP 2.146
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.914
+score HDR_ORDER_FTSDMCXX_NORDNS 3.039
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.312
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 0.999
+score HK_NAME_FM_MR_MRS 1.314
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 0.001
-score HK_WIN 0.420
+score HK_WIN 0.999
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.379
+score HOSTED_IMG_FREEM 1.506
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.581
-score HTML_TEXT_INVISIBLE_FONT 1.187
-score HTML_TEXT_INVISIBLE_STYLE 1.602
-score IMG_ONLY_FM_DOM_INFO 2.500
-score KHOP_HELO_FCRDNS 0.400
-score KHOP_UNSUB_EMAIL 2.499
+score HTML_TAG_BALANCE_CENTER 3.099
+score HTML_TEXT_INVISIBLE_FONT 1.999
+score HTML_TEXT_INVISIBLE_STYLE 0.498
+score IMG_ONLY_FM_DOM_INFO 2.499
+score KHOP_HELO_FCRDNS 0.399
+score KHOP_UNSUB_EMAIL 2.599
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.500
+score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.783
-score LOTS_OF_MONEY 0.009
+score LONG_IMG_URI 0.153
+score LONG_INVISIBLE_TEXT 1.787
+score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.488
-score MALWARE_NORDNS 0.766
+score MALFORMED_FREEMAIL 2.181
+score MALWARE_NORDNS 0.905
score MANY_SUBDOM 3.199
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001 # force non-zero
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
score MIXED_ES 1.999
@@ -150,94 +150,93 @@ score MONEY_FREEMAIL_REPTO 2.9
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.994
+score MSGID_NOFQDN1 0.496
score NA_DOLLARS 0.001
-score NICE_REPLY_A -3.614
-score NORDNS_LOW_CONTRAST 0.001 # force non-zero
+score NICE_REPLY_A -0.766
+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 0.001
-score PDS_BAD_THREAD_QP_64 1.000
-score PDS_BRAND_SUBJ_NAKED_TO 0.999
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.165
+score PDS_BAD_THREAD_QP_64 0.999
+score PDS_BRAND_SUBJ_NAKED_TO 1.000
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.709
-score PDS_FROM_NAME_TO_DOMAIN 1.646
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 1.200
+score PDS_FROM_NAME_TO_DOMAIN 1.101
score PDS_HP_HELO_NORDNS 0.999
score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.614
-score REPTO_419_FRAUD_GM 1.735
+score RATWARE_NO_RDNS 0.598
+score READY_TO_SHIP 1.249
+score REPTO_419_FRAUD_GM 1.738
score RISK_FREE 2.599
-score SCC_BOGUS_CTE_1 2.499
-score SCC_CANSPAM_1 2.848
-score SCC_CANSPAM_2 2.393
+score SCC_BOGUS_CTE_1 2.710
+score SCC_CANSPAM_1 2.699
+score SCC_CANSPAM_2 2.253
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.718
+score SCC_SPAMMER_ADDR_2 2.711
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.672
-score SHORT_SHORTNER 2.000
-score SPOOFED_FREEMAIL_NO_RDNS 0.348
-score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.416
-score STY_INVIS_DIRECT 2.500
+score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_SHORTNER 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.530
+score SPOOF_GMAIL_MID 1.500
+score STATIC_XPRIO_OLE 0.918
+score STY_INVIS_DIRECT 2.499
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.661
+score SUSP_UTF8_WORD_COMBO 1.742
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.706
-score SUSP_UTF8_WORD_SUBJ 1.383
-score THIS_AD 1.936
-score THIS_IS_ADV_SUSP_NTLD 0.514
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score SUSP_UTF8_WORD_MANY 1.609
+score SUSP_UTF8_WORD_SUBJ 2.000
+score THIS_AD 2.099
+score THIS_IS_ADV_SUSP_NTLD 0.683
+score TO_EQ_FM_DIRECT_MX 0.001
score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.151
+score TO_NO_BRKTS_MSFT 0.269
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_DOLLARS_US 2.297
-score TVD_FROM_1 1.000
+score TVD_DOLLARS_US 1.487
+score TVD_FROM_1 0.999
score TVD_PH_7 2.699
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.500
-score UC_GIBBERISH_OBFU 0.791
-score UNDISC_FREEM 2.699
+score TVD_SPACE_RATIO_MINFP 1.008
+score UNDISC_FREEM 2.799
score UNDISC_MONEY 2.999
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_AZURE_CLOUDAPP 2.999
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.199
+score URI_GOOGLE_PROXY 2.099
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.134
-score URI_PHISH 2.546
-score URI_TRY_3LD 2.000
+score URI_IMG_CWINDOWSNET 3.004
+score URI_PHISH 2.596
+score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 0.501
+score VFY_ACCT_NORDNS 2.600
+score VISTA_COST 0.505
score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.584
-score WORD_INVIS_MANY 3.000
+score WORD_INVIS 1.583
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.504
+score XPRIO 0.501
score XPRIO_SHORT_SUBJ 2.499
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.043
+score YOU_INHERIT 1.856
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -280,7 +279,6 @@ score DYNAMIC_IMGUR 1.0
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
score FONT_INVIS_DOTGOV 1.000
-score FONT_INVIS_HTML_NOHTML 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_NTLD_LINKBAIT 1.000
@@ -375,7 +373,9 @@ 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 TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
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
@@ -393,6 +393,7 @@ score URI_TRY_USME 1.0
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
+score WORD_INVIS_MANY 1.000
score XM_DIGITS_ONLY 1.000
score XPRIO_VISTA 1.000
# in active.list but have no hits in recent corpus
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916497&r1=1916496&r2=1916497&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Mar 24 02:51:44 2024
@@ -1,266 +1,261 @@
-# Using score set 1 logs for revision 1916360 from:
-# ham-net-ena-week0.r1916360.log ham-net-ena-week1.r1916360.log ham-net-ena-week2.r1916360.log ham-net-ena-week3.r1916360.log ham-net-ena-week4.r1916360.log ham-net-giovanni-ham.r1916360.log ham-net-giovanni-spammy.r1916360.log ham-net-giovanni-spam.r1916360.log ham-net-grenier.r1916360.log ham-net-hege.r1916360.log ham-net-jhardin.r1916360.log ham-net-llanga.r1916360.log ham-net-mmiroslaw-mails-ham.r1916360.log ham-net-mmiroslaw-mails-spam.r1916360.log ham-net-spamsponge.r1916360.log ham-net-tsz-corpus.r1916360.log ham-net-whyscream.r1916360.log spam-net-ena-week0.r1916360.log spam-net-ena-week1.r1916360.log spam-net-ena-week2.r1916360.log spam-net-ena-week3.r1916360.log spam-net-ena-week4.r1916360.log spam-net-giovanni-ham.r1916360.log spam-net-giovanni-spammy.r1916360.log spam-net-giovanni-spam.r1916360.log spam-net-grenier.r1916360.log spam-net-hege.r1916360.log spam-net-jhardin.r1916360.log spam-net-llanga.r1916360.log spam-net-mmiroslaw-mails-ham.r1916360.log spam-net-mmirosla
w-mails-spam.r1916360.log spam-net-spamsponge.r1916360.log spam-net-tsz-corpus.r1916360.log spam-net-whyscream.r1916360.log
+# Using score set 1 logs for revision 1916491 from:
+# ham-net-ena-week0.r1916491.log ham-net-ena-week1.r1916491.log ham-net-ena-week2.r1916491.log ham-net-ena-week3.r1916491.log ham-net-ena-week4.r1916491.log ham-net-giovanni-ham.r1916491.log ham-net-giovanni-spammy.r1916491.log ham-net-giovanni-spam.r1916491.log ham-net-grenier.r1916491.log ham-net-hege.r1916491.log ham-net-jhardin.r1916491.log ham-net-llanga.r1916491.log ham-net-mmiroslaw-mails-ham.r1916491.log ham-net-mmiroslaw-mails-spam.r1916491.log ham-net-spamsponge.r1916491.log ham-net-tsz-corpus.r1916491.log ham-net-whyscream.r1916491.log spam-net-ena-week0.r1916491.log spam-net-ena-week1.r1916491.log spam-net-ena-week2.r1916491.log spam-net-ena-week3.r1916491.log spam-net-ena-week4.r1916491.log spam-net-giovanni-ham.r1916491.log spam-net-giovanni-spammy.r1916491.log spam-net-giovanni-spam.r1916491.log spam-net-grenier.r1916491.log spam-net-hege.r1916491.log spam-net-jhardin.r1916491.log spam-net-llanga.r1916491.log spam-net-mmiroslaw-mails-ham.r1916491.log spam-net-mmirosla
w-mails-spam.r1916491.log spam-net-spamsponge.r1916491.log spam-net-tsz-corpus.r1916491.log spam-net-whyscream.r1916491.log
-score ACCT_PHISHING_MANY 2.945
+score ACCT_PHISHING_MANY 3.000
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
-score AC_HTML_NONSENSE_TAGS 2.000
-score AC_POST_EXTRAS 0.833
-score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.253
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.262
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.730
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.756
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.427
+score ADMITS_SPAM 2.999
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.500
+score ADVANCE_FEE_2_NEW_MONEY 0.001
+score ADVANCE_FEE_3_NEW 3.266
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.289
+score ADVANCE_FEE_3_NEW_MONEY 0.761
+score ADVANCE_FEE_4_NEW 0.479
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.836
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.722
-score AD_PREFS 0.149
+score ADVANCE_FEE_5_NEW_MONEY 1.390
+score AD_PREFS 0.339
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 1.000
+score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.199
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 2.112
-score BITCOIN_EXTORT_01 2.011
-score BITCOIN_MALWARE 0.822
-score BITCOIN_ONAN 1.413
-score BITCOIN_SPAM_02 1.570
+score BITCOIN_DEADLINE 1.461
+score BITCOIN_EXTORT_01 4.190
+score BITCOIN_MALWARE 1.711
+score BITCOIN_ONAN 1.293
+score BITCOIN_PAY_ME 0.265
+score BITCOIN_SPAM_02 0.782
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 0.384
-score BITCOIN_SPAM_07 2.841
+score BITCOIN_SPAM_05 1.222
+score BITCOIN_SPAM_07 1.233
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.568
+score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.299
-score BODY_URI_ONLY 0.705
-score BOGUS_MIME_VERSION 1.656
-score BOGUS_MSM_HDRS 2.480
+score BODY_SINGLE_URI 0.001
+score BODY_URI_ONLY 1.401
+score BOGUS_MIME_VERSION 0.898
+score BOGUS_MSM_HDRS 2.626
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 2.690
-score DEAR_BENEFICIARY 3.299
-score DKIMWL_WL_HIGH -0.167
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DATE_IN_FUTURE_Q_PLUS 3.599
+score DEAR_BENEFICIARY 1.010
+score DKIMWL_WL_HIGH -0.099
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DSN_NO_MIMEVERSION 2.000
+score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 0.586
-score FBI_SPOOF 0.751
+score END_FUTURE_EMAILS 2.500
+score FBI_MONEY 0.001
+score FBI_SPOOF 1.538
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.247
-score FONT_INVIS_POSTEXTRAS 2.959
+score FONT_INVIS_HTML_NOHTML 2.526
+score FONT_INVIS_LONG_LINE 2.666
+score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_NORDNS 0.222
+score FONT_INVIS_POSTEXTRAS 2.974
score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.641
-score FORM_FRAUD_5 2.665
-score FOUND_YOU 3.249
+score FORM_FRAUD 0.829
+score FORM_FRAUD_3 2.164
+score FORM_FRAUD_5 0.001
+score FOUND_YOU 3.250
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_BANK_NOAUTH 0.999
-score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM 0.001
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.501
-score FROM_IN_TO_AND_SUBJ 1.678
-score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.620
-score FROM_MISSP_EH_MATCH 0.773
-score FROM_MISSP_FREEMAIL 3.499
-score FROM_MISSP_MSFT 0.001 # force non-zero
-score FROM_MISSP_PHISH 2.283
-score FROM_MISSP_REPLYTO 0.772
-score FROM_MISSP_SPF_FAIL 1.402
-score FROM_MISSP_TO_UNDISC 2.530
+score FROM_GOV_DKIM_AU -0.999
+score FROM_IN_TO_AND_SUBJ 2.199
+score FROM_MISSPACED 0.001 # force non-zero
+score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_EH_MATCH 0.430
+score FROM_MISSP_FREEMAIL 3.599
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 0.001
+score FROM_MISSP_REPLYTO 0.867
+score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_TO_UNDISC 2.186
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.001
-score FROM_PAYPAL_SPOOF 1.600
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 0.646
+score FROM_NTLD_REPLY_FREEMAIL 0.832
+score FROM_PAYPAL_SPOOF 1.599
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_UNBAL2 2.299
+score FROM_WSP_TRAIL 0.449
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.400
-score FUZZY_CLICK_HERE 3.299
-score FUZZY_IMPORTANT 2.264
-score FUZZY_PRIVACY 2.699
+score FUZZY_CLICK_HERE 3.400
+score FUZZY_IMPORTANT 2.128
+score FUZZY_PRIVACY 2.599
score FUZZY_SECURITY 2.899
-score FUZZY_WALLET 0.261
-score GB_BITCOIN_CP 2.999
-score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.821
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 4.889
-score GOOG_MALWARE_DNLD 3.499
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 0.001
+score FUZZY_WALLET 1.899
+score GB_BITCOIN_CP 1.908
+score GB_CUSTOM_HTM_URI 0.001 # force non-zero
+score GB_FAKE_RF_SHORT 1.395
+score GB_FREEMAIL_DISPTO 0.001
+score GB_HASHBL_BTC 4.999
+score GOOG_MALWARE_DNLD 3.497
+score GOOG_REDIR_NORDNS 0.400
score GOOG_STO_IMG_HTML 2.024
-score GOOG_STO_NOIMG_HTML 2.999
+score GOOG_STO_NOIMG_HTML 3.000
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDRS_MISSP 0.029
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 1.270
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.510
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.905
-score HK_NAME_MR_MRS 1.000
+score HK_NAME_FM_MR_MRS 1.136
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
-score HK_WIN 0.292
-score HOSTED_IMG_DIRECT_MX 2.646
-score HOSTED_IMG_FREEM 1.048
-score HOSTED_IMG_MULTI_PUB_01 2.999
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 0.001
+score HK_WIN 0.065
+score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_FREEM 1.059
+score HOSTED_IMG_MULTI_PUB_01 3.000
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.233
-score HTML_SINGLET_MANY 2.357
+score HTML_FONT_TINY_NORDNS 0.813
+score HTML_OFF_PAGE 2.771
+score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 0.049
-score HTML_TEXT_INVISIBLE_STYLE 1.073
+score HTML_TEXT_INVISIBLE_FONT 1.141
+score HTML_TEXT_INVISIBLE_STYLE 0.642
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
-score LIST_PARTIAL_SHORT_MSG 1.545
-score LONGLN_LOW_CONTRAST 0.001 # force non-zero
-score LONG_HEX_URI 2.150
-score LONG_IMG_URI 1.103
-score LONG_INVISIBLE_TEXT 2.015
+score KHOP_HELO_FCRDNS 0.002
+score KHOP_UNSUB_EMAIL 2.599
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LONGLN_LOW_CONTRAST 2.108
+score LONG_HEX_URI 2.143
+score LONG_IMG_URI 0.461
+score LONG_INVISIBLE_TEXT 2.430
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.335
-score MALWARE_NORDNS 2.069
+score LOTTO_DEPT 1.863
+score MALFORMED_FREEMAIL 2.069
+score MALWARE_NORDNS 0.603
score MANY_SUBDOM 3.099
-score MAY_BE_FORGED 2.199
-score MILLION_HUNDRED 0.001
-score MILLION_USD 1.588
-score MIMEOLE_DIRECT_TO_MX 0.590
+score MILLION_HUNDRED 3.000
+score MILLION_USD 0.001
+score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MIXED_ES 2.000
-score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.001 # force non-zero
+score MIXED_ES 1.999
+score MIXED_HREF_CASE 2.000
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.537
+score MONEY_FRAUD_3 2.899
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001 # force non-zero
-score MONEY_FREEMAIL_REPTO 1.087
+score MONEY_FRAUD_8 0.001
+score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.499
-score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 2.202
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.688
-score NORDNS_LOW_CONTRAST 1.418
+score MONEY_NOHTML 1.452
+score MSGID_NOFQDN1 2.195
+score NA_DOLLARS 0.001
+score NICE_REPLY_A -2.996
+score NORDNS_LOW_CONTRAST 0.740
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_TEXT_ATTACH 1.599
-score PDS_BAD_THREAD_QP_64 0.001
+score PDS_BAD_THREAD_QP_64 0.999
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.999
-score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_BTC_MSGID 0.958
+score PDS_DBL_URL_TNB_RUNON 1.874
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.500
-score PDS_FROM_NAME_TO_DOMAIN 0.627
+score PDS_FRNOM_TODOM_NAKED_TO 0.190
+score PDS_FROM_NAME_TO_DOMAIN 0.707
score PDS_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
-score PDS_PHP_EVAL 1.499
-score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.500
-score PP_MIME_FAKE_ASCII_TEXT 0.001
+score PDS_HP_HELO_NORDNS 0.001
+score PHP_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.348
+score RATWARE_NO_RDNS 1.454
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
-score RCVD_IN_MSPIKE_H2 -0.001
-score REPTO_419_FRAUD_GM 2.029
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.599
-score SCC_BOGUS_CTE_1 3.677
-score SCC_CANSPAM_1 0.101
-score SCC_CANSPAM_2 4.199
-score SCC_CTMPP 1.024
-score SCC_ISEMM_LID_1B 1.500
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score READY_TO_SHIP 1.249
+score REPTO_419_FRAUD_GM 2.796
+score RISK_FREE 2.499
+score SCC_BOGUS_CTE_1 3.734
+score SCC_CANSPAM_1 0.975
+score SCC_CANSPAM_2 0.140
+score SCC_ISEMM_LID_1B 1.499
score SCC_SPAMMER_ADDR_2 3.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.756
-score SHORT_IMG_SUSP_NTLD 1.456
+score SHORTENER_SHORT_IMG 1.357
+score SHORT_IMG_SUSP_NTLD 0.846
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.500
+score SPOOFED_FREEM_REPTO 2.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.264
-score STY_INVIS_DIRECT 0.754
+score STATIC_XPRIO_OLE 0.001
+score STY_INVIS_DIRECT 0.868
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 2.137
+score SUSP_UTF8_WORD_COMBO 1.789
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 0.494
-score SUSP_UTF8_WORD_SUBJ 0.836
-score THIS_AD 1.122
-score THIS_IS_ADV_SUSP_NTLD 0.152
+score SUSP_UTF8_WORD_MANY 0.960
+score SUSP_UTF8_WORD_SUBJ 1.999
+score THIS_AD 2.099
+score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.792
+score TO_NAME_SUBJ_NO_RDNS 2.135
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.795
+score TO_NO_BRKTS_HTML_IMG 1.793
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.399
-score TO_NO_BRKTS_NORDNS_HTML 1.394
-score TO_NO_BRKTS_PCNT 2.400
-score TVD_DOLLARS_US 1.602
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 1.222
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_DOLLARS_US 1.550
score TVD_FROM_1 0.999
-score TVD_PH_7 2.499
-score TVD_SPACE_ENCODED 2.284
+score TVD_PH_7 2.799
+score TVD_SPACE_ENCODED 2.285
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.899
+score UNDISC_MONEY 2.900
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.199
+score URI_GOOGLE_PROXY 2.100
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.100
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.909
+score URI_IMG_CWINDOWSNET 3.095
+score URI_PHISH 1.216
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 3.500
+score URI_WP_HACKED_2 2.500
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.239
-score VISTA_COST 1.482
-score VISTA_TONOM_EQ_TOLOC 0.369
-score WORD_INVIS 1.901
-score WORD_INVIS_MANY 2.999
+score VFY_ACCT_NORDNS 2.459
+score VISTA_COST 1.192
+score VISTA_TONOM_EQ_TOLOC 0.075
+score WORD_INVIS 1.898
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
-score XM_RECPTID 2.952
+score XM_RECPTID 2.999
score XPRIO 0.001
+score XPRIO_SHORT_SUBJ 2.499
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.326
+score YOU_INHERIT 1.966
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -281,7 +276,6 @@ score BITCOIN_BOMB 1.0
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_OBFU_SUBJ 1.000
-score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
@@ -305,8 +299,8 @@ score DOTGOV_IMAGE 1.0
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
+score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FONT_INVIS_DOTGOV 1.000
-score FONT_INVIS_HTML_NOHTML 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_FMBLA_NDBLOCKED 0.001
@@ -358,15 +352,18 @@ score MONERO_EXTORT_01 1.0
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
score MSGID_DOLLARS_URI_IMG 1.000
+score MSGID_HDR_MALF 1.000
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 ODD_FREEM_REPTO 1.000
+score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
score PHP_ORIG_SCRIPT 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
@@ -382,6 +379,7 @@ score REPTO_419_FRAUD 1.0
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
+score REPTO_419_FRAUD_GM_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
@@ -406,6 +404,7 @@ 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 TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
@@ -419,15 +418,15 @@ score URI_FIREBASEAPP 1.0
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
+score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
-score URI_WP_DIRINDEX 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
+score WORD_INVIS_MANY 1.000
score XM_DIGITS_ONLY 1.000
-score XPRIO_SHORT_SUBJ 1.000
score XPRIO_VISTA 1.000
# in active.list but have no hits in recent corpus
score SENDGRID_REDIR 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916497&r1=1916496&r2=1916497&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Mar 24 02:51:44 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 509659 62.772% (99.410% of non-spam corpus)
-# Correctly spam: 220337 27.138% (73.632% of spam corpus)
-# False positives: 3025 0.373% (0.590% of nonspam, 54902 weighted)
-# False negatives: 78904 9.718% (26.368% of spam, 150233 weighted)
-# Average score for spam: 7.4 nonspam: 0.4
+# Correctly non-spam: 509728 62.604% (99.401% of non-spam corpus)
+# Correctly spam: 222016 27.268% (73.658% of spam corpus)
+# False positives: 3071 0.377% (0.599% of nonspam, 56289 weighted)
+# False negatives: 79398 9.752% (26.342% of spam, 150959 weighted)
+# Average score for spam: 7.3 nonspam: 0.5
# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 811925 100.00%
+# TOTAL: 814213 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63641 99.35%
-# Correctly spam: 27621 73.94%
-# False positives: 416 0.65%
-# False negatives: 9733 26.06%
-# TCR(l=50): 1.223398 SpamRecall: 73.944% SpamPrec: 98.516%
+# Correctly non-spam: 63676 99.37%
+# Correctly spam: 27802 73.90%
+# False positives: 401 0.63%
+# False negatives: 9817 26.10%
+# TCR(l=50): 1.259551 SpamRecall: 73.904% SpamPrec: 98.578%
##### 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: 503782 98.26%
-# Correctly spam: 132168 44.17%
-# False positives: 8902 1.74%
-# False negatives: 167073 55.83%
-# TCR(l=50): 0.488818 SpamRecall: 44.168% SpamPrec: 93.690%
+# Correctly non-spam: 504039 98.29%
+# Correctly spam: 132906 44.09%
+# False positives: 8760 1.71%
+# False negatives: 168508 55.91%
+# TCR(l=50): 0.496966 SpamRecall: 44.094% SpamPrec: 93.816%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62878 98.16%
-# Correctly spam: 16464 44.08%
-# False positives: 1179 1.84%
-# False negatives: 20890 55.92%
-# TCR(l=50): 0.467861 SpamRecall: 44.076% SpamPrec: 93.317%
+# Correctly non-spam: 62977 98.28%
+# Correctly spam: 16457 43.75%
+# False positives: 1100 1.72%
+# False negatives: 21162 56.25%
+# TCR(l=50): 0.493934 SpamRecall: 43.747% SpamPrec: 93.735%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916497&r1=1916496&r2=1916497&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Mar 24 02:51:44 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 505172 63.875% (99.566% of non-spam corpus)
-# Correctly spam: 227786 28.802% (80.348% of spam corpus)
-# False positives: 2200 0.278% (0.434% of nonspam, 89608 weighted)
-# False negatives: 55715 7.045% (19.652% of spam, 100645 weighted)
-# Average score for spam: 12.1 nonspam: -1.1
-# Average for false-pos: 7.3 false-neg: 1.8
-# TOTAL: 790873 100.00%
+# Correctly non-spam: 514418 62.122% (99.510% of non-spam corpus)
+# Correctly spam: 250839 30.292% (80.624% of spam corpus)
+# False positives: 2532 0.306% (0.490% of nonspam, 116462 weighted)
+# False negatives: 60284 7.280% (19.376% of spam, 112879 weighted)
+# Average score for spam: 12.4 nonspam: -1.0
+# Average for false-pos: 7.6 false-neg: 1.9
+# TOTAL: 828073 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63085 99.56%
-# Correctly spam: 28404 80.11%
-# False positives: 280 0.44%
-# False negatives: 7051 19.89%
-# TCR(l=50): 1.684243 SpamRecall: 80.113% SpamPrec: 99.024%
+# Correctly non-spam: 64183 99.45%
+# Correctly spam: 31337 80.73%
+# False positives: 355 0.55%
+# False negatives: 7482 19.27%
+# TCR(l=50): 1.538483 SpamRecall: 80.726% SpamPrec: 98.880%
##### 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: 505523 99.64%
-# Correctly spam: 143130 50.49%
-# False positives: 1849 0.36%
-# False negatives: 140371 49.51%
-# TCR(l=50): 1.217678 SpamRecall: 50.487% SpamPrec: 98.725%
+# Correctly non-spam: 515055 99.63%
+# Correctly spam: 162370 52.19%
+# False positives: 1895 0.37%
+# False negatives: 148753 47.81%
+# TCR(l=50): 1.277697 SpamRecall: 52.188% SpamPrec: 98.846%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63123 99.62%
-# Correctly spam: 17904 50.50%
-# False positives: 242 0.38%
-# False negatives: 17551 49.50%
-# TCR(l=50): 1.195744 SpamRecall: 50.498% SpamPrec: 98.666%
+# Correctly non-spam: 64272 99.59%
+# Correctly spam: 20179 51.98%
+# False positives: 266 0.41%
+# False negatives: 18640 48.02%
+# TCR(l=50): 1.215373 SpamRecall: 51.982% SpamPrec: 98.699%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916497&r1=1916496&r2=1916497&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Mar 24 02:51:44 2024
@@ -1,141 +1,141 @@
-# Using score set 0 logs for revision 1916461 from:
-# ham-ena-week0.r1916461.log ham-ena-week1.r1916461.log ham-ena-week2.r1916461.log ham-ena-week3.r1916461.log ham-ena-week4.r1916461.log ham-giovanni-ham.r1916461.log ham-giovanni-spammy.r1916461.log ham-giovanni-spam.r1916461.log ham-grenier.r1916461.log ham-hege.r1916461.log ham-jhardin.r1916461.log ham-llanga.r1916461.log ham-mmiroslaw-mails-ham.r1916461.log ham-mmiroslaw-mails-spam.r1916461.log ham-spamsponge.r1916461.log ham-tsz-corpus.r1916461.log ham-whyscream.r1916461.log spam-ena-week0.r1916461.log spam-ena-week1.r1916461.log spam-ena-week2.r1916461.log spam-ena-week3.r1916461.log spam-ena-week4.r1916461.log spam-giovanni-ham.r1916461.log spam-giovanni-spammy.r1916461.log spam-giovanni-spam.r1916461.log spam-grenier.r1916461.log spam-hege.r1916461.log spam-jhardin.r1916461.log spam-llanga.r1916461.log spam-mmiroslaw-mails-ham.r1916461.log spam-mmiroslaw-mails-spam.r1916461.log spam-spamsponge.r1916461.log spam-tsz-corpus.r1916461.log spam-whyscream.r1916461.log
+# Using score set 0 logs for revision 1916481 from:
+# ham-ena-week0.r1916481.log ham-ena-week1.r1916481.log ham-ena-week2.r1916481.log ham-ena-week3.r1916481.log ham-ena-week4.r1916481.log ham-giovanni-ham.r1916481.log ham-giovanni-spammy.r1916481.log ham-giovanni-spam.r1916481.log ham-grenier.r1916481.log ham-hege.r1916481.log ham-jhardin.r1916481.log ham-llanga.r1916481.log ham-mmiroslaw-mails-ham.r1916481.log ham-mmiroslaw-mails-spam.r1916481.log ham-tsz-corpus.r1916481.log ham-whyscream.r1916481.log spam-ena-week0.r1916481.log spam-ena-week1.r1916481.log spam-ena-week2.r1916481.log spam-ena-week3.r1916481.log spam-ena-week4.r1916481.log spam-giovanni-ham.r1916481.log spam-giovanni-spammy.r1916481.log spam-giovanni-spam.r1916481.log spam-grenier.r1916481.log spam-hege.r1916481.log spam-jhardin.r1916481.log spam-llanga.r1916481.log spam-mmiroslaw-mails-ham.r1916481.log spam-mmiroslaw-mails-spam.r1916481.log spam-tsz-corpus.r1916481.log spam-whyscream.r1916481.log
-score ACCT_PHISHING_MANY 2.339
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.001 # force non-zero
-score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.473
+score AC_POST_EXTRAS 0.001
+score ADMITS_SPAM 3.100
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.451
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 2.998
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.211
-score ADVANCE_FEE_3_NEW_MONEY 0.043
-score ADVANCE_FEE_4_NEW 2.500
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.342
+score ADVANCE_FEE_3_NEW 3.399
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.373
+score ADVANCE_FEE_3_NEW_MONEY 0.039
+score ADVANCE_FEE_4_NEW 2.488
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.336
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.492
-score AD_PREFS 0.417
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 0.491
+score AD_PREFS 0.001
+score AMAZON_IMG_NOT_RCVD_AMZN 2.500
+score APOSTROPHE_TOCC 1.000
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
score AXB_X_FF_SEZ_S 3.299
score BIGNUM_EMAILS_FREEM 0.001
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 4.999
-score BITCOIN_MALWARE 0.544
-score BITCOIN_ONAN 0.918
+score BITCOIN_EXTORT_01 2.102
+score BITCOIN_MALWARE 2.253
+score BITCOIN_ONAN 1.367
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 1.975
+score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.504
-score BODY_URI_ONLY 2.999
+score BODY_SINGLE_URI 1.064
+score BODY_URI_ONLY 3.000
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.833
+score BOGUS_MSM_HDRS 1.978
score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.500
+score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 3.227
-score DEAR_BENEFICIARY 1.799
+score DATE_IN_FUTURE_Q_PLUS 2.998
+score DEAR_BENEFICIARY 2.752
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.165
+score FBI_MONEY 0.260
score FBI_SPOOF 1.999
score FILL_THIS_FORM 0.486
score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_HTML_NOHTML 2.274
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
score FONT_INVIS_POSTEXTRAS 2.652
-score FORM_FRAUD 1.000
-score FORM_FRAUD_3 2.045
+score FORM_FRAUD 0.949
+score FORM_FRAUD_3 1.973
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.250
+score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.597
+score FROM_MISSP_EH_MATCH 1.200
score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.197
+score FROM_MISSP_PHISH 0.203
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.055
+score FROM_MISSP_TO_UNDISC 1.841
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.387
+score FROM_NTLD_REPLY_FREEMAIL 1.709
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 1.511
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_UNBAL2 2.399
+score FROM_WSP_TRAIL 1.406
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.399
-score FUZZY_IMPORTANT 1.677
-score FUZZY_PRIVACY 2.699
+score FUZZY_CLICK_HERE 3.499
+score FUZZY_IMPORTANT 0.820
+score FUZZY_PRIVACY 2.700
score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.456
-score GB_CUSTOM_HTM_URI 1.035
-score GB_FAKE_RF_SHORT 1.933
-score GB_FREEMAIL_DISPTO 0.001
+score GB_BITCOIN_CP 2.494
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.939
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GOOG_MALWARE_DNLD 4.899
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.500
-score GOOG_STO_IMG_HTML 2.502
+score GOOG_REDIR_NORDNS 2.502
+score GOOG_STO_IMG_HTML 2.500
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 0.142
+score HDRS_MISSP 2.146
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.914
+score HDR_ORDER_FTSDMCXX_NORDNS 3.039
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.312
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 0.999
+score HK_NAME_FM_MR_MRS 1.314
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 0.001
-score HK_WIN 0.420
+score HK_WIN 0.999
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.379
+score HOSTED_IMG_FREEM 1.506
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.581
-score HTML_TEXT_INVISIBLE_FONT 1.187
-score HTML_TEXT_INVISIBLE_STYLE 1.602
-score IMG_ONLY_FM_DOM_INFO 2.500
-score KHOP_HELO_FCRDNS 0.400
-score KHOP_UNSUB_EMAIL 2.499
+score HTML_TAG_BALANCE_CENTER 3.099
+score HTML_TEXT_INVISIBLE_FONT 1.999
+score HTML_TEXT_INVISIBLE_STYLE 0.498
+score IMG_ONLY_FM_DOM_INFO 2.499
+score KHOP_HELO_FCRDNS 0.399
+score KHOP_UNSUB_EMAIL 2.599
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.500
+score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.783
-score LOTS_OF_MONEY 0.009
+score LONG_IMG_URI 0.153
+score LONG_INVISIBLE_TEXT 1.787
+score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.488
-score MALWARE_NORDNS 0.766
+score MALFORMED_FREEMAIL 2.181
+score MALWARE_NORDNS 0.905
score MANY_SUBDOM 3.199
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001 # force non-zero
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
score MIXED_ES 1.999
@@ -150,94 +150,93 @@ score MONEY_FREEMAIL_REPTO 2.9
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.994
+score MSGID_NOFQDN1 0.496
score NA_DOLLARS 0.001
-score NICE_REPLY_A -3.614
-score NORDNS_LOW_CONTRAST 0.001 # force non-zero
+score NICE_REPLY_A -0.766
+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 0.001
-score PDS_BAD_THREAD_QP_64 1.000
-score PDS_BRAND_SUBJ_NAKED_TO 0.999
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.165
+score PDS_BAD_THREAD_QP_64 0.999
+score PDS_BRAND_SUBJ_NAKED_TO 1.000
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.709
-score PDS_FROM_NAME_TO_DOMAIN 1.646
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 1.200
+score PDS_FROM_NAME_TO_DOMAIN 1.101
score PDS_HP_HELO_NORDNS 0.999
score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.614
-score REPTO_419_FRAUD_GM 1.735
+score RATWARE_NO_RDNS 0.598
+score READY_TO_SHIP 1.249
+score REPTO_419_FRAUD_GM 1.738
score RISK_FREE 2.599
-score SCC_BOGUS_CTE_1 2.499
-score SCC_CANSPAM_1 2.848
-score SCC_CANSPAM_2 2.393
+score SCC_BOGUS_CTE_1 2.710
+score SCC_CANSPAM_1 2.699
+score SCC_CANSPAM_2 2.253
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.718
+score SCC_SPAMMER_ADDR_2 2.711
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.672
-score SHORT_SHORTNER 2.000
-score SPOOFED_FREEMAIL_NO_RDNS 0.348
-score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.416
-score STY_INVIS_DIRECT 2.500
+score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_SHORTNER 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.530
+score SPOOF_GMAIL_MID 1.500
+score STATIC_XPRIO_OLE 0.918
+score STY_INVIS_DIRECT 2.499
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.661
+score SUSP_UTF8_WORD_COMBO 1.742
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.706
-score SUSP_UTF8_WORD_SUBJ 1.383
-score THIS_AD 1.936
-score THIS_IS_ADV_SUSP_NTLD 0.514
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
+score SUSP_UTF8_WORD_MANY 1.609
+score SUSP_UTF8_WORD_SUBJ 2.000
+score THIS_AD 2.099
+score THIS_IS_ADV_SUSP_NTLD 0.683
+score TO_EQ_FM_DIRECT_MX 0.001
score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.151
+score TO_NO_BRKTS_MSFT 0.269
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_DOLLARS_US 2.297
-score TVD_FROM_1 1.000
+score TVD_DOLLARS_US 1.487
+score TVD_FROM_1 0.999
score TVD_PH_7 2.699
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.500
-score UC_GIBBERISH_OBFU 0.791
-score UNDISC_FREEM 2.699
+score TVD_SPACE_RATIO_MINFP 1.008
+score UNDISC_FREEM 2.799
score UNDISC_MONEY 2.999
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_AZURE_CLOUDAPP 2.999
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.199
+score URI_GOOGLE_PROXY 2.099
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.134
-score URI_PHISH 2.546
-score URI_TRY_3LD 2.000
+score URI_IMG_CWINDOWSNET 3.004
+score URI_PHISH 2.596
+score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 0.501
+score VFY_ACCT_NORDNS 2.600
+score VISTA_COST 0.505
score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 1.584
-score WORD_INVIS_MANY 3.000
+score WORD_INVIS 1.583
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.504
+score XPRIO 0.501
score XPRIO_SHORT_SUBJ 2.499
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.043
+score YOU_INHERIT 1.856
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -280,7 +279,6 @@ score DYNAMIC_IMGUR 1.0
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
score FONT_INVIS_DOTGOV 1.000
-score FONT_INVIS_HTML_NOHTML 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_NTLD_LINKBAIT 1.000
@@ -375,7 +373,9 @@ 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 TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
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
@@ -393,6 +393,7 @@ score URI_TRY_USME 1.0
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
+score WORD_INVIS_MANY 1.000
score XM_DIGITS_ONLY 1.000
score XPRIO_VISTA 1.000
# in active.list but have no hits in recent corpus
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916497&r1=1916496&r2=1916497&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Mar 24 02:51:44 2024
@@ -1,266 +1,261 @@
-# Using score set 1 logs for revision 1916360 from:
-# ham-net-ena-week0.r1916360.log ham-net-ena-week1.r1916360.log ham-net-ena-week2.r1916360.log ham-net-ena-week3.r1916360.log ham-net-ena-week4.r1916360.log ham-net-giovanni-ham.r1916360.log ham-net-giovanni-spammy.r1916360.log ham-net-giovanni-spam.r1916360.log ham-net-grenier.r1916360.log ham-net-hege.r1916360.log ham-net-jhardin.r1916360.log ham-net-llanga.r1916360.log ham-net-mmiroslaw-mails-ham.r1916360.log ham-net-mmiroslaw-mails-spam.r1916360.log ham-net-spamsponge.r1916360.log ham-net-tsz-corpus.r1916360.log ham-net-whyscream.r1916360.log spam-net-ena-week0.r1916360.log spam-net-ena-week1.r1916360.log spam-net-ena-week2.r1916360.log spam-net-ena-week3.r1916360.log spam-net-ena-week4.r1916360.log spam-net-giovanni-ham.r1916360.log spam-net-giovanni-spammy.r1916360.log spam-net-giovanni-spam.r1916360.log spam-net-grenier.r1916360.log spam-net-hege.r1916360.log spam-net-jhardin.r1916360.log spam-net-llanga.r1916360.log spam-net-mmiroslaw-mails-ham.r1916360.log spam-net-mmirosla
w-mails-spam.r1916360.log spam-net-spamsponge.r1916360.log spam-net-tsz-corpus.r1916360.log spam-net-whyscream.r1916360.log
+# Using score set 1 logs for revision 1916491 from:
+# ham-net-ena-week0.r1916491.log ham-net-ena-week1.r1916491.log ham-net-ena-week2.r1916491.log ham-net-ena-week3.r1916491.log ham-net-ena-week4.r1916491.log ham-net-giovanni-ham.r1916491.log ham-net-giovanni-spammy.r1916491.log ham-net-giovanni-spam.r1916491.log ham-net-grenier.r1916491.log ham-net-hege.r1916491.log ham-net-jhardin.r1916491.log ham-net-llanga.r1916491.log ham-net-mmiroslaw-mails-ham.r1916491.log ham-net-mmiroslaw-mails-spam.r1916491.log ham-net-spamsponge.r1916491.log ham-net-tsz-corpus.r1916491.log ham-net-whyscream.r1916491.log spam-net-ena-week0.r1916491.log spam-net-ena-week1.r1916491.log spam-net-ena-week2.r1916491.log spam-net-ena-week3.r1916491.log spam-net-ena-week4.r1916491.log spam-net-giovanni-ham.r1916491.log spam-net-giovanni-spammy.r1916491.log spam-net-giovanni-spam.r1916491.log spam-net-grenier.r1916491.log spam-net-hege.r1916491.log spam-net-jhardin.r1916491.log spam-net-llanga.r1916491.log spam-net-mmiroslaw-mails-ham.r1916491.log spam-net-mmirosla
w-mails-spam.r1916491.log spam-net-spamsponge.r1916491.log spam-net-tsz-corpus.r1916491.log spam-net-whyscream.r1916491.log
-score ACCT_PHISHING_MANY 2.945
+score ACCT_PHISHING_MANY 3.000
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
-score AC_HTML_NONSENSE_TAGS 2.000
-score AC_POST_EXTRAS 0.833
-score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.253
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.262
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.730
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.756
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.427
+score ADMITS_SPAM 2.999
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.500
+score ADVANCE_FEE_2_NEW_MONEY 0.001
+score ADVANCE_FEE_3_NEW 3.266
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.289
+score ADVANCE_FEE_3_NEW_MONEY 0.761
+score ADVANCE_FEE_4_NEW 0.479
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.836
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.722
-score AD_PREFS 0.149
+score ADVANCE_FEE_5_NEW_MONEY 1.390
+score AD_PREFS 0.339
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 1.000
+score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.199
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 2.112
-score BITCOIN_EXTORT_01 2.011
-score BITCOIN_MALWARE 0.822
-score BITCOIN_ONAN 1.413
-score BITCOIN_SPAM_02 1.570
+score BITCOIN_DEADLINE 1.461
+score BITCOIN_EXTORT_01 4.190
+score BITCOIN_MALWARE 1.711
+score BITCOIN_ONAN 1.293
+score BITCOIN_PAY_ME 0.265
+score BITCOIN_SPAM_02 0.782
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 0.384
-score BITCOIN_SPAM_07 2.841
+score BITCOIN_SPAM_05 1.222
+score BITCOIN_SPAM_07 1.233
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.568
+score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.299
-score BODY_URI_ONLY 0.705
-score BOGUS_MIME_VERSION 1.656
-score BOGUS_MSM_HDRS 2.480
+score BODY_SINGLE_URI 0.001
+score BODY_URI_ONLY 1.401
+score BOGUS_MIME_VERSION 0.898
+score BOGUS_MSM_HDRS 2.626
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 2.690
-score DEAR_BENEFICIARY 3.299
-score DKIMWL_WL_HIGH -0.167
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DATE_IN_FUTURE_Q_PLUS 3.599
+score DEAR_BENEFICIARY 1.010
+score DKIMWL_WL_HIGH -0.099
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DSN_NO_MIMEVERSION 2.000
+score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 0.586
-score FBI_SPOOF 0.751
+score END_FUTURE_EMAILS 2.500
+score FBI_MONEY 0.001
+score FBI_SPOOF 1.538
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.247
-score FONT_INVIS_POSTEXTRAS 2.959
+score FONT_INVIS_HTML_NOHTML 2.526
+score FONT_INVIS_LONG_LINE 2.666
+score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_NORDNS 0.222
+score FONT_INVIS_POSTEXTRAS 2.974
score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.641
-score FORM_FRAUD_5 2.665
-score FOUND_YOU 3.249
+score FORM_FRAUD 0.829
+score FORM_FRAUD_3 2.164
+score FORM_FRAUD_5 0.001
+score FOUND_YOU 3.250
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_BANK_NOAUTH 0.999
-score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM 0.001
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.501
-score FROM_IN_TO_AND_SUBJ 1.678
-score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.620
-score FROM_MISSP_EH_MATCH 0.773
-score FROM_MISSP_FREEMAIL 3.499
-score FROM_MISSP_MSFT 0.001 # force non-zero
-score FROM_MISSP_PHISH 2.283
-score FROM_MISSP_REPLYTO 0.772
-score FROM_MISSP_SPF_FAIL 1.402
-score FROM_MISSP_TO_UNDISC 2.530
+score FROM_GOV_DKIM_AU -0.999
+score FROM_IN_TO_AND_SUBJ 2.199
+score FROM_MISSPACED 0.001 # force non-zero
+score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_EH_MATCH 0.430
+score FROM_MISSP_FREEMAIL 3.599
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 0.001
+score FROM_MISSP_REPLYTO 0.867
+score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_TO_UNDISC 2.186
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.001
-score FROM_PAYPAL_SPOOF 1.600
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 0.646
+score FROM_NTLD_REPLY_FREEMAIL 0.832
+score FROM_PAYPAL_SPOOF 1.599
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_UNBAL2 2.299
+score FROM_WSP_TRAIL 0.449
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.400
-score FUZZY_CLICK_HERE 3.299
-score FUZZY_IMPORTANT 2.264
-score FUZZY_PRIVACY 2.699
+score FUZZY_CLICK_HERE 3.400
+score FUZZY_IMPORTANT 2.128
+score FUZZY_PRIVACY 2.599
score FUZZY_SECURITY 2.899
-score FUZZY_WALLET 0.261
-score GB_BITCOIN_CP 2.999
-score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.821
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 4.889
-score GOOG_MALWARE_DNLD 3.499
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 0.001
+score FUZZY_WALLET 1.899
+score GB_BITCOIN_CP 1.908
+score GB_CUSTOM_HTM_URI 0.001 # force non-zero
+score GB_FAKE_RF_SHORT 1.395
+score GB_FREEMAIL_DISPTO 0.001
+score GB_HASHBL_BTC 4.999
+score GOOG_MALWARE_DNLD 3.497
+score GOOG_REDIR_NORDNS 0.400
score GOOG_STO_IMG_HTML 2.024
-score GOOG_STO_NOIMG_HTML 2.999
+score GOOG_STO_NOIMG_HTML 3.000
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDRS_MISSP 0.029
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 1.270
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.510
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.905
-score HK_NAME_MR_MRS 1.000
+score HK_NAME_FM_MR_MRS 1.136
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
-score HK_WIN 0.292
-score HOSTED_IMG_DIRECT_MX 2.646
-score HOSTED_IMG_FREEM 1.048
-score HOSTED_IMG_MULTI_PUB_01 2.999
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 0.001
+score HK_WIN 0.065
+score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_FREEM 1.059
+score HOSTED_IMG_MULTI_PUB_01 3.000
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.233
-score HTML_SINGLET_MANY 2.357
+score HTML_FONT_TINY_NORDNS 0.813
+score HTML_OFF_PAGE 2.771
+score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 0.049
-score HTML_TEXT_INVISIBLE_STYLE 1.073
+score HTML_TEXT_INVISIBLE_FONT 1.141
+score HTML_TEXT_INVISIBLE_STYLE 0.642
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
-score LIST_PARTIAL_SHORT_MSG 1.545
-score LONGLN_LOW_CONTRAST 0.001 # force non-zero
-score LONG_HEX_URI 2.150
-score LONG_IMG_URI 1.103
-score LONG_INVISIBLE_TEXT 2.015
+score KHOP_HELO_FCRDNS 0.002
+score KHOP_UNSUB_EMAIL 2.599
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LONGLN_LOW_CONTRAST 2.108
+score LONG_HEX_URI 2.143
+score LONG_IMG_URI 0.461
+score LONG_INVISIBLE_TEXT 2.430
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.335
-score MALWARE_NORDNS 2.069
+score LOTTO_DEPT 1.863
+score MALFORMED_FREEMAIL 2.069
+score MALWARE_NORDNS 0.603
score MANY_SUBDOM 3.099
-score MAY_BE_FORGED 2.199
-score MILLION_HUNDRED 0.001
-score MILLION_USD 1.588
-score MIMEOLE_DIRECT_TO_MX 0.590
+score MILLION_HUNDRED 3.000
+score MILLION_USD 0.001
+score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MIXED_ES 2.000
-score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.001 # force non-zero
+score MIXED_ES 1.999
+score MIXED_HREF_CASE 2.000
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.537
+score MONEY_FRAUD_3 2.899
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001 # force non-zero
-score MONEY_FREEMAIL_REPTO 1.087
+score MONEY_FRAUD_8 0.001
+score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.499
-score MSGID_HDR_MALF 3.499
-score MSGID_NOFQDN1 2.202
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.688
-score NORDNS_LOW_CONTRAST 1.418
+score MONEY_NOHTML 1.452
+score MSGID_NOFQDN1 2.195
+score NA_DOLLARS 0.001
+score NICE_REPLY_A -2.996
+score NORDNS_LOW_CONTRAST 0.740
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_TEXT_ATTACH 1.599
-score PDS_BAD_THREAD_QP_64 0.001
+score PDS_BAD_THREAD_QP_64 0.999
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.999
-score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_BTC_MSGID 0.958
+score PDS_DBL_URL_TNB_RUNON 1.874
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.500
-score PDS_FROM_NAME_TO_DOMAIN 0.627
+score PDS_FRNOM_TODOM_NAKED_TO 0.190
+score PDS_FROM_NAME_TO_DOMAIN 0.707
score PDS_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
-score PDS_PHP_EVAL 1.499
-score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.500
-score PP_MIME_FAKE_ASCII_TEXT 0.001
+score PDS_HP_HELO_NORDNS 0.001
+score PHP_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.348
+score RATWARE_NO_RDNS 1.454
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
-score RCVD_IN_MSPIKE_H2 -0.001
-score REPTO_419_FRAUD_GM 2.029
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.599
-score SCC_BOGUS_CTE_1 3.677
-score SCC_CANSPAM_1 0.101
-score SCC_CANSPAM_2 4.199
-score SCC_CTMPP 1.024
-score SCC_ISEMM_LID_1B 1.500
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score READY_TO_SHIP 1.249
+score REPTO_419_FRAUD_GM 2.796
+score RISK_FREE 2.499
+score SCC_BOGUS_CTE_1 3.734
+score SCC_CANSPAM_1 0.975
+score SCC_CANSPAM_2 0.140
+score SCC_ISEMM_LID_1B 1.499
score SCC_SPAMMER_ADDR_2 3.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.756
-score SHORT_IMG_SUSP_NTLD 1.456
+score SHORTENER_SHORT_IMG 1.357
+score SHORT_IMG_SUSP_NTLD 0.846
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.500
+score SPOOFED_FREEM_REPTO 2.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.264
-score STY_INVIS_DIRECT 0.754
+score STATIC_XPRIO_OLE 0.001
+score STY_INVIS_DIRECT 0.868
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 2.137
+score SUSP_UTF8_WORD_COMBO 1.789
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 0.494
-score SUSP_UTF8_WORD_SUBJ 0.836
-score THIS_AD 1.122
-score THIS_IS_ADV_SUSP_NTLD 0.152
+score SUSP_UTF8_WORD_MANY 0.960
+score SUSP_UTF8_WORD_SUBJ 1.999
+score THIS_AD 2.099
+score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.792
+score TO_NAME_SUBJ_NO_RDNS 2.135
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.795
+score TO_NO_BRKTS_HTML_IMG 1.793
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.399
-score TO_NO_BRKTS_NORDNS_HTML 1.394
-score TO_NO_BRKTS_PCNT 2.400
-score TVD_DOLLARS_US 1.602
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 1.222
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_DOLLARS_US 1.550
score TVD_FROM_1 0.999
-score TVD_PH_7 2.499
-score TVD_SPACE_ENCODED 2.284
+score TVD_PH_7 2.799
+score TVD_SPACE_ENCODED 2.285
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.899
+score UNDISC_MONEY 2.900
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.199
+score URI_GOOGLE_PROXY 2.100
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.100
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.909
+score URI_IMG_CWINDOWSNET 3.095
+score URI_PHISH 1.216
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 3.500
+score URI_WP_HACKED_2 2.500
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.239
-score VISTA_COST 1.482
-score VISTA_TONOM_EQ_TOLOC 0.369
-score WORD_INVIS 1.901
-score WORD_INVIS_MANY 2.999
+score VFY_ACCT_NORDNS 2.459
+score VISTA_COST 1.192
+score VISTA_TONOM_EQ_TOLOC 0.075
+score WORD_INVIS 1.898
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
-score XM_RECPTID 2.952
+score XM_RECPTID 2.999
score XPRIO 0.001
+score XPRIO_SHORT_SUBJ 2.499
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.326
+score YOU_INHERIT 1.966
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -281,7 +276,6 @@ score BITCOIN_BOMB 1.0
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_OBFU_SUBJ 1.000
-score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
@@ -305,8 +299,8 @@ score DOTGOV_IMAGE 1.0
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
+score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FONT_INVIS_DOTGOV 1.000
-score FONT_INVIS_HTML_NOHTML 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_FMBLA_NDBLOCKED 0.001
@@ -358,15 +352,18 @@ score MONERO_EXTORT_01 1.0
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
score MSGID_DOLLARS_URI_IMG 1.000
+score MSGID_HDR_MALF 1.000
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 ODD_FREEM_REPTO 1.000
+score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
score PHP_ORIG_SCRIPT 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
@@ -382,6 +379,7 @@ score REPTO_419_FRAUD 1.0
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
+score REPTO_419_FRAUD_GM_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
@@ -406,6 +404,7 @@ 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 TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
@@ -419,15 +418,15 @@ score URI_FIREBASEAPP 1.0
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
+score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
-score URI_WP_DIRINDEX 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
+score WORD_INVIS_MANY 1.000
score XM_DIGITS_ONLY 1.000
-score XPRIO_SHORT_SUBJ 1.000
score XPRIO_VISTA 1.000
# in active.list but have no hits in recent corpus
score SENDGRID_REDIR 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916497&r1=1916496&r2=1916497&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Mar 24 02:51:44 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 509659 62.772% (99.410% of non-spam corpus)
-# Correctly spam: 220337 27.138% (73.632% of spam corpus)
-# False positives: 3025 0.373% (0.590% of nonspam, 54902 weighted)
-# False negatives: 78904 9.718% (26.368% of spam, 150233 weighted)
-# Average score for spam: 7.4 nonspam: 0.4
+# Correctly non-spam: 509728 62.604% (99.401% of non-spam corpus)
+# Correctly spam: 222016 27.268% (73.658% of spam corpus)
+# False positives: 3071 0.377% (0.599% of nonspam, 56289 weighted)
+# False negatives: 79398 9.752% (26.342% of spam, 150959 weighted)
+# Average score for spam: 7.3 nonspam: 0.5
# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 811925 100.00%
+# TOTAL: 814213 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63641 99.35%
-# Correctly spam: 27621 73.94%
-# False positives: 416 0.65%
-# False negatives: 9733 26.06%
-# TCR(l=50): 1.223398 SpamRecall: 73.944% SpamPrec: 98.516%
+# Correctly non-spam: 63676 99.37%
+# Correctly spam: 27802 73.90%
+# False positives: 401 0.63%
+# False negatives: 9817 26.10%
+# TCR(l=50): 1.259551 SpamRecall: 73.904% SpamPrec: 98.578%
##### 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: 503782 98.26%
-# Correctly spam: 132168 44.17%
-# False positives: 8902 1.74%
-# False negatives: 167073 55.83%
-# TCR(l=50): 0.488818 SpamRecall: 44.168% SpamPrec: 93.690%
+# Correctly non-spam: 504039 98.29%
+# Correctly spam: 132906 44.09%
+# False positives: 8760 1.71%
+# False negatives: 168508 55.91%
+# TCR(l=50): 0.496966 SpamRecall: 44.094% SpamPrec: 93.816%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62878 98.16%
-# Correctly spam: 16464 44.08%
-# False positives: 1179 1.84%
-# False negatives: 20890 55.92%
-# TCR(l=50): 0.467861 SpamRecall: 44.076% SpamPrec: 93.317%
+# Correctly non-spam: 62977 98.28%
+# Correctly spam: 16457 43.75%
+# False positives: 1100 1.72%
+# False negatives: 21162 56.25%
+# TCR(l=50): 0.493934 SpamRecall: 43.747% SpamPrec: 93.735%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916497&r1=1916496&r2=1916497&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Mar 24 02:51:44 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 505172 63.875% (99.566% of non-spam corpus)
-# Correctly spam: 227786 28.802% (80.348% of spam corpus)
-# False positives: 2200 0.278% (0.434% of nonspam, 89608 weighted)
-# False negatives: 55715 7.045% (19.652% of spam, 100645 weighted)
-# Average score for spam: 12.1 nonspam: -1.1
-# Average for false-pos: 7.3 false-neg: 1.8
-# TOTAL: 790873 100.00%
+# Correctly non-spam: 514418 62.122% (99.510% of non-spam corpus)
+# Correctly spam: 250839 30.292% (80.624% of spam corpus)
+# False positives: 2532 0.306% (0.490% of nonspam, 116462 weighted)
+# False negatives: 60284 7.280% (19.376% of spam, 112879 weighted)
+# Average score for spam: 12.4 nonspam: -1.0
+# Average for false-pos: 7.6 false-neg: 1.9
+# TOTAL: 828073 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63085 99.56%
-# Correctly spam: 28404 80.11%
-# False positives: 280 0.44%
-# False negatives: 7051 19.89%
-# TCR(l=50): 1.684243 SpamRecall: 80.113% SpamPrec: 99.024%
+# Correctly non-spam: 64183 99.45%
+# Correctly spam: 31337 80.73%
+# False positives: 355 0.55%
+# False negatives: 7482 19.27%
+# TCR(l=50): 1.538483 SpamRecall: 80.726% SpamPrec: 98.880%
##### 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: 505523 99.64%
-# Correctly spam: 143130 50.49%
-# False positives: 1849 0.36%
-# False negatives: 140371 49.51%
-# TCR(l=50): 1.217678 SpamRecall: 50.487% SpamPrec: 98.725%
+# Correctly non-spam: 515055 99.63%
+# Correctly spam: 162370 52.19%
+# False positives: 1895 0.37%
+# False negatives: 148753 47.81%
+# TCR(l=50): 1.277697 SpamRecall: 52.188% SpamPrec: 98.846%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63123 99.62%
-# Correctly spam: 17904 50.50%
-# False positives: 242 0.38%
-# False negatives: 17551 49.50%
-# TCR(l=50): 1.195744 SpamRecall: 50.498% SpamPrec: 98.666%
+# Correctly non-spam: 64272 99.59%
+# Correctly spam: 20179 51.98%
+# False positives: 266 0.41%
+# False negatives: 18640 48.02%
+# TCR(l=50): 1.215373 SpamRecall: 51.982% SpamPrec: 98.699%