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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2024/05/26 02:50:33 UTC
svn commit: r1917965 [2/2] - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1917965&r1=1917964&r2=1917965&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun May 26 02:50:33 2024
@@ -1,144 +1,146 @@
-# Using score set 0 logs for revision 1917921 from:
-# ham-ena-week0.r1917921.log ham-ena-week1.r1917921.log ham-ena-week2.r1917921.log ham-ena-week3.r1917921.log ham-ena-week4.r1917921.log ham-giovanni-ham.r1917921.log ham-giovanni-spammy.r1917921.log ham-giovanni-spam.r1917921.log ham-grenier.r1917921.log ham-hege.r1917921.log ham-jhardin.r1917921.log ham-llanga.r1917921.log ham-mmiroslaw-mails-ham.r1917921.log ham-mmiroslaw-mails-spam.r1917921.log ham-spamsponge.r1917921.log ham-tsz-corpus.r1917921.log ham-whyscream.r1917921.log spam-ena-week0.r1917921.log spam-ena-week1.r1917921.log spam-ena-week2.r1917921.log spam-ena-week3.r1917921.log spam-ena-week4.r1917921.log spam-giovanni-ham.r1917921.log spam-giovanni-spammy.r1917921.log spam-giovanni-spam.r1917921.log spam-grenier.r1917921.log spam-hege.r1917921.log spam-jhardin.r1917921.log spam-llanga.r1917921.log spam-mmiroslaw-mails-ham.r1917921.log spam-mmiroslaw-mails-spam.r1917921.log spam-spamsponge.r1917921.log spam-tsz-corpus.r1917921.log spam-whyscream.r1917921.log
+# Using score set 0 logs for revision 1917935 from:
+# ham-ena-week0.r1917935.log ham-ena-week1.r1917935.log ham-ena-week2.r1917935.log ham-ena-week3.r1917935.log ham-ena-week4.r1917935.log ham-giovanni-ham.r1917935.log ham-giovanni-spammy.r1917935.log ham-giovanni-spam.r1917935.log ham-grenier.r1917935.log ham-hege.r1917935.log ham-jhardin.r1917935.log ham-llanga.r1917935.log ham-mmiroslaw-mails-ham.r1917935.log ham-mmiroslaw-mails-spam.r1917935.log ham-spamsponge.r1917935.log ham-tsz-corpus.r1917935.log ham-whyscream.r1917935.log spam-ena-week0.r1917935.log spam-ena-week1.r1917935.log spam-ena-week2.r1917935.log spam-ena-week3.r1917935.log spam-ena-week4.r1917935.log spam-giovanni-ham.r1917935.log spam-giovanni-spammy.r1917935.log spam-giovanni-spam.r1917935.log spam-grenier.r1917935.log spam-hege.r1917935.log spam-jhardin.r1917935.log spam-llanga.r1917935.log spam-mmiroslaw-mails-ham.r1917935.log spam-mmiroslaw-mails-spam.r1917935.log spam-spamsponge.r1917935.log spam-tsz-corpus.r1917935.log spam-whyscream.r1917935.log
-score ACCT_PHISHING_MANY 2.883
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.394
+score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 3.800
score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.500
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.510
-score ADVANCE_FEE_3_NEW_MONEY 1.203
-score ADVANCE_FEE_4_NEW 2.545
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.351
+score ADVANCE_FEE_3_NEW_MONEY 1.286
+score ADVANCE_FEE_4_NEW 2.548
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.231
+score ADVANCE_FEE_5_NEW 2.399
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.499
+score AD_PREFS 0.500
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APP_DEVELOPMENT_NORDNS 0.150
+score APP_DEVELOPMENT_NORDNS 0.027
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 1.018
+score BIGNUM_EMAILS_FREEM 0.149
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 1.433
-score BITCOIN_EXTORT_01 4.134
+score BITCOIN_DEADLINE 1.399
+score BITCOIN_EXTORT_01 4.963
score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_02 1.647
+score BITCOIN_SPAM_02 2.479
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 1.029
-score BITCOIN_TOEQFM 3.500
+score BITCOIN_SPAM_07 1.013
+score BITCOIN_TOEQFM 3.499
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 3.000
-score BODY_SINGLE_URI 2.405
-score BODY_URI_ONLY 1.879
+score BITCOIN_XPRIO 0.001 # force non-zero
+score BITCOIN_YOUR_INFO 2.999
+score BODY_SINGLE_URI 0.596
+score BODY_URI_ONLY 1.840
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.859
+score BOGUS_MSM_HDRS 1.418
score CK_HELO_GENERIC 0.250
-score COMPENSATION 1.317
+score COMPENSATION 1.499
score CONTENT_AFTER_HTML_WEAK 1.499
-score CTE_8BIT_MISMATCH 1.000
-score DEAR_BENEFICIARY 3.599
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 3.600
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.817
+score DYNAMIC_IMGUR 1.548
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.288
-score FBI_SPOOF 1.881
-score FILL_THIS_FORM 0.383
+score FBI_MONEY 0.303
+score FBI_SPOOF 0.001
+score FILL_THIS_FORM 0.385
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.655
-score FORM_FRAUD 0.116
+score FONT_INVIS_POSTEXTRAS 2.653
+score FORM_FRAUD 0.225
score FORM_FRAUD_3 2.999
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.594
+score FOUND_YOU 2.597
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_ADDR_WS 1.637
+score FROM_ADDR_WS 2.158
score FROM_IN_TO_AND_SUBJ 1.499
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.704
-score FROM_MISSP_FREEMAIL 3.499
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 2.194
+score FROM_MISSP_DYNIP 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 0.999
+score FROM_MISSP_FREEMAIL 3.399
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_PHISH 1.919
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.786
+score FROM_MISSP_TO_UNDISC 2.499
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.964
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_NTLD_REPLY_FREEMAIL 1.614
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD_FP 2.000
score FROM_UNBAL1 2.499
score FROM_UNBAL2 3.199
score FROM_WSP_LEAD 2.799
-score FROM_WSP_TRAIL 2.900
+score FROM_WSP_TRAIL 2.899
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.601
+score FUZZY_AMAZON 2.602
score FUZZY_CLICK_HERE 3.299
-score FUZZY_IMPORTANT 2.800
-score FUZZY_WALLET 1.019
-score GB_BITCOIN_CP 2.744
-score GB_CUSTOM_HTM_URI 1.037
+score FUZZY_IMPORTANT 2.699
+score FUZZY_WALLET 0.708
+score GB_BITCOIN_CP 1.458
+score GB_CUSTOM_HTM_URI 1.334
+score GB_FAKE_RF_SHORT 1.937
score GB_FREEMAIL_DISPTO 0.001
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
-score GOOG_REDIR_NORDNS 1.209
-score GOOG_STO_IMG_HTML 2.503
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GOOG_REDIR_NORDNS 1.388
+score GOOG_STO_IMG_HTML 2.501
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.891
+score HDR_ORDER_FTSDMCXX_NORDNS 0.603
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
-score HEXHASH_WORD 2.274
-score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.084
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 0.071
-score HK_RANDOM_FROM 1.000
+score HEXHASH_WORD 2.247
+score HK_LOTTO 0.091
+score HK_NAME_FM_MR_MRS 1.446
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.055
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
score HK_WIN 0.999
score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 0.001
+score HOSTED_IMG_FREEM 1.230
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.010
-score HTML_BADATTR 0.999
-score HTML_FONT_TINY_NORDNS 1.490
+score HREF_EMPTY_NORDNS 0.436
+score HTML_BADATTR 1.000
+score HTML_FONT_TINY_NORDNS 1.063
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 0.854
-score HTML_TEXT_INVISIBLE_STYLE 0.859
+score HTML_TEXT_INVISIBLE_FONT 1.642
+score HTML_TEXT_INVISIBLE_STYLE 1.050
score IMG_ONLY_FM_DOM_INFO 2.499
+score JH_SPAMMY_HEADERS 3.500
score KHOP_HELO_FCRDNS 0.400
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.690
-score LONG_INVISIBLE_TEXT 2.657
+score LONG_IMG_URI 1.563
+score LONG_INVISIBLE_TEXT 2.650
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score MALFORMED_FREEMAIL 1.753
-score MALW_ATTACH 2.999
+score MALFORMED_FREEMAIL 2.055
+score MALW_ATTACH 2.900
score MANY_SUBDOM 3.299
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.144
-score MIMEOLE_DIRECT_TO_MX 1.498
+score MILLION_USD 1.199
+score MIMEOLE_DIRECT_TO_MX 0.864
score MIME_NO_TEXT 1.999
-score MIXED_CENTER_CASE 2.499
-score MIXED_CTYPE_CASE 1.219
-score MIXED_ES 2.299
+score MIXED_CENTER_CASE 2.500
+score MIXED_CTYPE_CASE 1.221
+score MIXED_ES 2.199
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_BARRISTER 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.893
+score MONEY_FORM_SHORT 1.894
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
@@ -146,91 +148,94 @@ 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 1.749
+score MSGID_NOFQDN1 1.748
score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.805
-score NORDNS_LOW_CONTRAST 1.713
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NICE_REPLY_A -0.092
+score NORDNS_LOW_CONTRAST 1.731
+score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.001
score ODD_FREEM_REPTO 2.999
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BRAND_SUBJ_NAKED_TO 0.999
-score PDS_BTC_ID 0.467
+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 0.937
-score PDS_FROM_NAME_TO_DOMAIN 1.061
-score PDS_HP_HELO_NORDNS 0.856
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.028
+score PDS_FRNOM_TODOM_NAKED_TO 0.502
+score PDS_FROM_2_EMAILS 0.353
+score PDS_FROM_NAME_TO_DOMAIN 1.395
+score PDS_HP_HELO_NORDNS 0.607
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.030
score PDS_OTHER_BAD_TLD 1.999
score PDS_SHORT_SPOOFED_URL 1.999
-score PHP_SCRIPT 2.499
+score PHP_SCRIPT 2.500
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RAND_MKTG_HEADER 2.000
-score RATWARE_NO_RDNS 1.048
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 0.496
score REPTO_419_FRAUD 2.999
score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_GM_LOOSE 1.000
-score RISK_FREE 0.236
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RISK_FREE 0.595
+score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
score SCC_BOGUS_CTE_1 0.001
-score SCC_CANSPAM_2 1.426
+score SCC_CANSPAM_2 2.117
score SCC_ISEMM_LID_1B 1.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 2.599
-score SHORTENER_SHORT_IMG 1.698
-score SHORT_IMG_SUSP_NTLD 0.491
+score SHORTENER_SHORT_IMG 1.699
+score SHORT_IMG_SUSP_NTLD 0.919
score SHORT_SHORTNER 1.999
-score SPAM_CWINDOWSNET 2.167
-score SPOOFED_FREEMAIL_NO_RDNS 0.246
+score SPAM_CWINDOWSNET 1.773
+score SPOOFED_FREEMAIL_NO_RDNS 0.495
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.499
+score STY_INVIS_DIRECT 1.438
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 1.199
-score THIS_IS_ADV_SUSP_NTLD 0.596
+score THIS_AD 1.299
+score THIS_IS_ADV_SUSP_NTLD 0.640
score TINY_FLOAT 3.099
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 2.599
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.821
+score TO_NAME_SUBJ_NO_RDNS 2.830
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.298
+score TO_NO_BRKTS_NORDNS_HTML 1.113
score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 2.513
+score TVD_RCVD_SPACE_BRACKET 2.683
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 0.715
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 3.007
+score TVD_SPACE_RATIO_MINFP 0.761
+score UNDISC_FREEM 2.700
+score UNDISC_MONEY 2.508
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 2.499
-score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 1.073
-score URI_OBFU_TLD 2.140
+score URI_GOOG_STO_SPAMMY 3.000
+score URI_IMG_CWINDOWSNET 0.383
score URI_ONLY_LOW_CONTRAST 2.499
score URI_PHISH 0.001
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.399
+score URI_WP_HACKED 2.293
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.503
-score VISTA_COST 2.114
-score VISTA_TONOM_EQ_TOLOC 2.283
+score VFY_ACCT_NORDNS 2.501
+score VISTA_COST 2.115
+score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 3.399
-score XFER_LOTSA_MONEY 0.001
+score XFER_LOTSA_MONEY 0.001 # force non-zero
score XM_LIGHT_HEAVY 2.499
score XM_ONE_WORD 1.999
score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XPRIO 0.001
score XPRIO_VISTA 0.001
-score YOU_INHERIT 0.939
+score YOU_INHERIT 0.454
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -277,7 +282,6 @@ score FREEM_FRNUM_UNICD_EMPTY 1.0
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_NTLD_LINKBAIT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
-score GB_FAKE_RF_SHORT 1.000
score GB_FORGED_MUA_POSTFIX 1.000
score GB_GOOGLE_OBFUR 0.750
score GOOGLE_DOCS_PHISH 1.000
@@ -302,7 +306,6 @@ score HTML_ENTITY_ASCII 1.0
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_OFF_PAGE 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
-score JH_SPAMMY_HEADERS 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
@@ -371,7 +374,6 @@ score URI_ADOBESPARK 1.0
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
-score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
score URI_HEX_IP 1.000
@@ -382,7 +384,6 @@ score URI_OPTOUT_3LD 1.0
score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
-score URI_WP_HACKED 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1917965&r1=1917964&r2=1917965&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun May 26 02:50:33 2024
@@ -1,259 +1,275 @@
-# Using score set 1 logs for revision 1917799 from:
-# ham-net-ena-week0.r1917799.log ham-net-ena-week1.r1917799.log ham-net-ena-week2.r1917799.log ham-net-ena-week3.r1917799.log ham-net-ena-week4.r1917799.log ham-net-giovanni-ham.r1917799.log ham-net-giovanni-spammy.r1917799.log ham-net-giovanni-spam.r1917799.log ham-net-grenier.r1917799.log ham-net-hege.r1917799.log ham-net-jhardin.r1917799.log ham-net-llanga.r1917799.log ham-net-mmiroslaw-mails-ham.r1917799.log ham-net-mmiroslaw-mails-spam.r1917799.log ham-net-spamsponge.r1917799.log ham-net-tsz-corpus.r1917799.log ham-net-whyscream.r1917799.log spam-net-ena-week0.r1917799.log spam-net-ena-week1.r1917799.log spam-net-ena-week2.r1917799.log spam-net-ena-week3.r1917799.log spam-net-ena-week4.r1917799.log spam-net-giovanni-ham.r1917799.log spam-net-giovanni-spammy.r1917799.log spam-net-giovanni-spam.r1917799.log spam-net-grenier.r1917799.log spam-net-hege.r1917799.log spam-net-jhardin.r1917799.log spam-net-llanga.r1917799.log spam-net-mmiroslaw-mails-ham.r1917799.log spam-net-mmirosla
w-mails-spam.r1917799.log spam-net-spamsponge.r1917799.log spam-net-tsz-corpus.r1917799.log spam-net-whyscream.r1917799.log
+# Using score set 1 logs for revision 1917951 from:
+# ham-net-ena-week0.r1917951.log ham-net-ena-week1.r1917951.log ham-net-ena-week3.r1917951.log ham-net-ena-week4.r1917951.log ham-net-giovanni-ham.r1917951.log ham-net-giovanni-spammy.r1917951.log ham-net-giovanni-spam.r1917951.log ham-net-grenier.r1917951.log ham-net-hege.r1917951.log ham-net-jhardin.r1917951.log ham-net-mmiroslaw-mails-ham.r1917951.log ham-net-mmiroslaw-mails-spam.r1917951.log ham-net-spamsponge.r1917951.log ham-net-tsz-corpus.r1917951.log ham-net-whyscream.r1917951.log spam-net-ena-week0.r1917951.log spam-net-ena-week1.r1917951.log spam-net-ena-week3.r1917951.log spam-net-ena-week4.r1917951.log spam-net-giovanni-ham.r1917951.log spam-net-giovanni-spammy.r1917951.log spam-net-giovanni-spam.r1917951.log spam-net-grenier.r1917951.log spam-net-hege.r1917951.log spam-net-jhardin.r1917951.log spam-net-mmiroslaw-mails-ham.r1917951.log spam-net-mmiroslaw-mails-spam.r1917951.log spam-net-spamsponge.r1917951.log spam-net-tsz-corpus.r1917951.log spam-net-whyscream.r1917951.
log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.500
+score AC_FROM_MANY_DOTS 0.023
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 3.600
+score AC_POST_EXTRAS 0.423
+score ADMITS_SPAM 3.599
score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
-score ADVANCE_FEE_2_NEW_MONEY 1.564
-score ADVANCE_FEE_3_NEW 2.245
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.165
+score ADVANCE_FEE_2_NEW_MONEY 1.061
+score ADVANCE_FEE_3_NEW 2.517
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.926
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 0.896
+score ADVANCE_FEE_4_NEW 0.001
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.399
+score ADVANCE_FEE_4_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW 2.299
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.499
+score AD_PREFS 0.214
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APP_DEVELOPMENT_NORDNS 1.852
+score APP_DEVELOPMENT_NORDNS 1.011
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 1.994
+score BIGNUM_EMAILS_FREEM 2.562
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 1.664
-score BITCOIN_EXTORT_01 0.277
+score BITCOIN_DEADLINE 0.678
+score BITCOIN_EXTORT_01 2.547
score BITCOIN_ONAN 2.999
-score BITCOIN_PAY_ME 2.006
-score BITCOIN_SPAM_02 1.023
+score BITCOIN_PAY_ME 1.609
+score BITCOIN_SPAM_02 1.541
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.919
+score BITCOIN_SPAM_04 1.499
score BITCOIN_SPAM_07 0.001
-score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 0.960
+score BITCOIN_TOEQFM 2.725
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 0.001
+score BITCOIN_XPRIO 0.001 # force non-zero
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 1.608
-score BOGUS_MSM_HDRS 1.325
+score BOGUS_MIME_VERSION 0.001 # force non-zero
+score BOGUS_MSM_HDRS 2.204
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
-score CONTENT_AFTER_HTML_WEAK 0.725
-score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.946
-score DKIMWL_WL_HIGH -0.001
+score CONTENT_AFTER_HTML 2.500
+score CONTENT_AFTER_HTML_WEAK 1.499
+score CTE_8BIT_MISMATCH 0.999
+score DEAR_BENEFICIARY 0.001
+score DKIMWL_WL_HIGH -0.145
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -1.000
+score DYNAMIC_IMGUR 2.192
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 0.001
-score FBI_SPOOF 0.001
+score FBI_MONEY 0.434
+score FBI_SPOOF 1.878
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_LONG_LINE 3.000
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.396
-score FONT_INVIS_POSTEXTRAS 2.807
-score FORGED_SPF_HELO 1.799
+score FONT_INVIS_NORDNS 2.499
+score FONT_INVIS_POSTEXTRAS 2.973
+score FORGED_SPF_HELO 1.537
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.799
-score FORM_FRAUD_5 0.001 # force non-zero
-score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
+score FORM_FRAUD_3 2.699
+score FORM_FRAUD_5 0.001
+score FOUND_YOU 2.736
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_BANK_NOAUTH 0.999
-score FROM_FMBLA_NEWDOM 1.380
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.350
+score FROM_FMBLA_NEWDOM28 0.346
score FROM_GOV_DKIM_AU -0.001
-score FROM_IN_TO_AND_SUBJ 1.599
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.184
+score FROM_IN_TO_AND_SUBJ 2.199
+score FROM_MISSPACED 1.723
+score FROM_MISSP_DYNIP 0.677
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.268
+score FROM_MISSP_FREEMAIL 1.891
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.151
-score FROM_MISSP_REPLYTO 1.209
-score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
-score FROM_MISSP_TO_UNDISC 2.174
+score FROM_MISSP_PHISH 2.063
+score FROM_MISSP_REPLYTO 0.113
+score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_TO_UNDISC 1.915
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001 # force non-zero
-score FROM_NTLD_REPLY_FREEMAIL 0.175
-score FROM_PAYPAL_SPOOF 1.599
+score FROM_MISSP_XPRIO 0.001
+score FROM_NTLD_REPLY_FREEMAIL 0.049
+score FROM_PAYPAL_SPOOF 1.600
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_UNBAL1 2.399
score FROM_UNBAL2 3.099
-score FROM_WSP_LEAD 1.334
+score FROM_WSP_LEAD 1.174
score FROM_WSP_TRAIL 2.799
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
score FUZZY_CLICK_HERE 3.099
-score FUZZY_IMPORTANT 2.182
-score FUZZY_PRIVACY 2.499
-score FUZZY_WALLET 0.001
-score GB_BITCOIN_CP 2.999
-score GB_CUSTOM_HTM_URI 1.499
+score FUZZY_IMPORTANT 2.599
+score FUZZY_PRIVACY 2.299
+score FUZZY_WALLET 1.799
+score GB_BITCOIN_CP 1.350
+score GB_CUSTOM_HTM_URI 0.001
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_HASHBL_BTC 4.705
-score GOOG_REDIR_NORDNS 0.533
-score GOOG_STO_IMG_HTML 2.822
+score GB_HASHBL_BTC 2.118
+score GOOG_REDIR_NORDNS 0.024
+score GOOG_STO_IMG_HTML 2.825
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
+score HAS_X_OUTGOING_SPAM_STAT 0.001
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 1.583
-score HK_LOTTO 0.453
-score HK_NAME_FM_MR_MRS 1.058
-score HK_NAME_MR_MRS 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001
+score HELO_NO_DOMAIN 0.066
+score HEXHASH_WORD 1.726
+score HK_LOTTO 0.999
+score HK_NAME_FM_MR_MRS 0.001
+score HK_NAME_MR_MRS 0.001 # force non-zero
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.001
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.600
-score HK_WIN 0.999
+score HK_SCAM 0.001
+score HK_WIN 0.001
score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 2.125
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.855
+score HOSTED_IMG_FREEM 0.001
+score HOSTED_IMG_MULTI_PUB_01 1.696
+score HREF_EMPTY_NORDNS 0.001 # force non-zero
score HTML_BADATTR 0.999
-score HTML_FONT_TINY_NORDNS 1.264
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.499
+score HTML_FONT_TINY_NORDNS 0.739
+score HTML_SINGLET_MANY 1.399
score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 0.630
+score HTML_TEXT_INVISIBLE_STYLE 1.138
score IMG_ONLY_FM_DOM_INFO 2.499
-score JH_SPAMMY_HEADERS 3.500
-score KHOP_HELO_FCRDNS 0.259
-score LONG_HEX_URI 2.959
-score LONG_IMG_URI 1.349
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.399
+score LONG_HEX_URI 1.615
+score LONG_IMG_URI 0.587
+score LONG_INVISIBLE_TEXT 1.598
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
+score MALFORMED_FREEMAIL 1.859
score MALW_ATTACH 2.799
-score MANY_SUBDOM 3.199
+score MANY_SUBDOM 3.099
+score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.374
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MIXED_CENTER_CASE 1.471
-score MIXED_CTYPE_CASE 1.886
-score MIXED_ES 2.199
+score MIXED_CENTER_CASE 1.857
+score MIXED_CTYPE_CASE 1.898
+score MIXED_ES 2.899
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
-score MONEY_BARRISTER 0.001 # force non-zero
+score MONEY_BARRISTER 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.094
+score MONEY_FORM_SHORT 1.069
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.035
+score MONEY_FREEMAIL_REPTO 0.027
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 1.960
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.459
+score MONEY_NOHTML 2.461
+score MSGID_NOFQDN1 2.208
+score NA_DOLLARS 1.152
+score NICE_REPLY_A -2.118
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 ODD_FREEM_REPTO 1.398
+score ODD_FREEM_REPTO 1.219
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BRAND_SUBJ_NAKED_TO 0.999
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.893
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.370
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.624
+score PDS_FRNOM_TODOM_DBL_URL 1.098
score PDS_FRNOM_TODOM_NAKED_TO 0.001
+score PDS_FROM_2_EMAILS 1.673
score PDS_FROM_NAME_TO_DOMAIN 0.001
-score PDS_HELO_SPF_FAIL 0.893
-score PDS_HP_HELO_NORDNS 0.001
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.001
+score PDS_HELO_SPF_FAIL 1.016
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.176
score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORT_SPOOFED_URL 0.001
-score PHP_ORIG_SCRIPT 1.778
+score PDS_SHORT_SPOOFED_URL 0.113
+score PHP_ORIG_SCRIPT 1.367
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.973
+score PP_MIME_FAKE_ASCII_TEXT 1.000
+score RAND_MKTG_HEADER 1.342
+score RATWARE_NO_RDNS 1.654
score RCVD_IN_IADB_COURT -0.001
-score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
+score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score REPTO_419_FRAUD 2.834
-score REPTO_419_FRAUD_GM 2.883
-score REPTO_419_FRAUD_GM_LOOSE 1.000
-score RISK_FREE 1.603
-score SCC_BOGUS_CTE_1 1.399
-score SCC_CANSPAM_1 0.001
+score REPTO_419_FRAUD 2.999
+score REPTO_419_FRAUD_GM 2.843
+score REPTO_419_FRAUD_GM_LOOSE 0.999
+score RISK_FREE 2.499
+score SCC_BODY_SINGLE_WORD 0.001
+score SCC_BOGUS_CTE_1 1.296
+score SCC_CANSPAM_1 2.299
score SCC_CANSPAM_2 0.001
score SCC_ISEMM_LID_1B 1.499
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 1.763
-score SHORTENER_SHORT_IMG 2.500
+score SERGIO_SUBJECT_VIAGRA01 1.809
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.394
+score SHORTENED_URL_SRC 2.399
+score SHORTENER_SHORT_IMG 1.090
score SHORT_IMG_SUSP_NTLD 0.001
-score SHORT_SHORTNER 0.972
-score SPAM_CWINDOWSNET 1.543
-score SPOOFED_FREEMAIL 0.001
+score SHORT_SHORTNER 1.619
+score SPAM_CWINDOWSNET 1.576
+score SPOOFED_FREEMAIL 0.001 # force non-zero
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.765
-score SUBJ_ATTENTION 0.499
+score STATIC_XPRIO_OLE 0.001
+score STY_INVIS_DIRECT 0.001
score SUSP_UTF8_WORD_FROM 1.999
+score SUSP_UTF8_WORD_SUBJ 1.999
score THIS_AD 1.199
-score THIS_IS_ADV_SUSP_NTLD 1.161
-score TINY_FLOAT 2.934
+score THIS_IS_ADV_SUSP_NTLD 0.823
+score TINY_FLOAT 2.999
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_SPF_FAIL 0.875
-score TO_EQ_FM_SPF_FAIL 0.049
+score TO_EQ_FM_DOM_HTML_IMG 2.499
+score TO_EQ_FM_DOM_HTML_ONLY 0.746
+score TO_EQ_FM_DOM_SPF_FAIL 0.760
+score TO_EQ_FM_HTML_ONLY 0.001
+score TO_EQ_FM_SPF_FAIL 0.907
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.970
-score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_NO_BRKTS_FROM_MSSP 2.388
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
score TO_NO_BRKTS_NORDNS_HTML 0.001
-score TO_NO_BRKTS_PCNT 2.491
-score TVD_RCVD_SPACE_BRACKET 1.448
-score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.699
-score UNDISC_MONEY 3.088
-score UNICODE_OBFU_ASC 2.499
+score TO_NO_BRKTS_PCNT 2.400
+score TVD_RCVD_SPACE_BRACKET 2.127
+score TVD_SPACE_ENCODED 0.001
+score TVD_SPACE_RATIO_MINFP 0.001 # force non-zero
+score UNDISC_FREEM 2.010
+score UNDISC_MONEY 2.045
+score UNICODE_OBFU_ASC 2.345
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
+score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.299
-score URI_GOOG_STO_SPAMMY 2.107
score URI_IMG_CWINDOWSNET 0.001
-score URI_OBFU_TLD 0.451
+score URI_OBFU_TLD 1.424
+score URI_ONLY_LOW_CONTRAST 2.499
score URI_PHISH 0.001
score URI_TRY_3LD 1.999
-score URI_WP_HACKED_2 1.574
-score VFY_ACCT_NORDNS 1.546
+score URI_WPADMIN 2.299
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 0.522
+score VFY_ACCT_NORDNS 2.999
score VISTA_COST 2.499
-score VISTA_TONOM_EQ_TOLOC 0.032
+score VISTA_TONOM_EQ_TOLOC 0.001
score WIKI_IMG 3.299
-score WORD_INVIS_MANY 1.789
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.500
-score XM_ONE_WORD 1.999
+score XM_ONE_WORD 1.546
score XM_RANDOM 2.499
-score XM_RECPTID 2.074
+score XM_RECPTID 1.919
score XPRIO 0.001
score XPRIO_VISTA 0.001
-score YOU_INHERIT 1.917
-score AC_POST_EXTRAS 1.000
+score YOU_INHERIT 2.299
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -274,9 +290,10 @@ score BITCOIN_IMGUR 1.0
score BITCOIN_MALWARE 1.000
score BITCOIN_OBFU_SUBJ 1.000
score BITCOIN_SPAM_01 1.000
-score BITCOIN_SPAM_04 1.000
+score BITCOIN_SPAM_05 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_08 1.000
+score BITCOIN_SPAM_09 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
@@ -287,12 +304,10 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
-score CONTENT_AFTER_HTML 1.000
score DAY_I_EARNED 1.000
score DKIMWL_BL 1.000
score DKIMWL_BLOCKED 0.001
score DOTGOV_IMAGE 1.000
-score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
score FONT_INVIS_DOTGOV 1.000
@@ -318,8 +333,7 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
-score HAS_X_OUTGOING_SPAM_STAT 1.000
-score HEXHASH_WORD 1.000
+score HDRS_LCASE 0.100
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
@@ -329,17 +343,18 @@ score HREF_EMPTY_XANTIABUSE 1.0
score HREF_EMPTY_XAUTHED 1.000
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
+score HTML_OFF_PAGE 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
score LIST_PRTL_PUMPDUMP 1.000
score LIST_PRTL_SAME_USER 1.000
-score LONG_INVISIBLE_TEXT 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_FONT_CASE 1.000
score MIXED_IMG_CASE 1.000
@@ -400,9 +415,9 @@ score URI_ADOBESPARK 1.0
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
-score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
+score URI_GOOG_STO_SPAMMY 3.000
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
@@ -411,7 +426,6 @@ score URI_OPTOUT_3LD 1.0
score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
-score URI_WP_HACKED 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1917965&r1=1917964&r2=1917965&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun May 26 02:50:33 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 610889 59.050% (99.408% of non-spam corpus)
-# Correctly spam: 330376 31.935% (78.660% of spam corpus)
-# False positives: 3637 0.352% (0.592% of nonspam, 75661 weighted)
-# False negatives: 89630 8.664% (21.340% of spam, 176524 weighted)
-# Average score for spam: 7.8 nonspam: 0.5
+# Correctly non-spam: 612541 59.091% (99.414% of non-spam corpus)
+# Correctly spam: 330227 31.856% (78.539% of spam corpus)
+# False positives: 3611 0.348% (0.586% of nonspam, 74768 weighted)
+# False negatives: 90233 8.705% (21.461% of spam, 179311 weighted)
+# Average score for spam: 7.7 nonspam: 0.5
# Average for false-pos: 6.1 false-neg: 2.0
-# TOTAL: 1034532 100.00%
+# TOTAL: 1036612 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 76313 99.40%
-# Correctly spam: 41176 78.66%
-# False positives: 457 0.60%
-# False negatives: 11170 21.34%
-# TCR(l=50): 1.538683 SpamRecall: 78.661% SpamPrec: 98.902%
+# Correctly non-spam: 76498 99.39%
+# Correctly spam: 36742 70.13%
+# False positives: 472 0.61%
+# False negatives: 15648 29.87%
+# TCR(l=50): 1.334845 SpamRecall: 70.132% SpamPrec: 98.732%
##### 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: 604075 98.30%
-# Correctly spam: 172787 41.14%
-# False positives: 10451 1.70%
-# False negatives: 247219 58.86%
-# TCR(l=50): 0.545626 SpamRecall: 41.139% SpamPrec: 94.296%
+# Correctly non-spam: 605714 98.31%
+# Correctly spam: 172673 41.07%
+# False positives: 10438 1.69%
+# False negatives: 247787 58.93%
+# TCR(l=50): 0.546274 SpamRecall: 41.068% SpamPrec: 94.300%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 75434 98.26%
-# Correctly spam: 21632 41.33%
-# False positives: 1336 1.74%
-# False negatives: 30714 58.67%
-# TCR(l=50): 0.536805 SpamRecall: 41.325% SpamPrec: 94.183%
+# Correctly non-spam: 75580 98.19%
+# Correctly spam: 21787 41.59%
+# False positives: 1390 1.81%
+# False negatives: 30603 58.41%
+# TCR(l=50): 0.523361 SpamRecall: 41.586% SpamPrec: 94.003%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1917965&r1=1917964&r2=1917965&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun May 26 02:50:33 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 615666 60.056% (99.408% of non-spam corpus)
-# Correctly spam: 335573 32.734% (82.691% of spam corpus)
-# False positives: 3667 0.358% (0.592% of nonspam, 179661 weighted)
-# False negatives: 70243 6.852% (17.309% of spam, 127980 weighted)
-# Average score for spam: 11.9 nonspam: -0.9
-# Average for false-pos: 7.5 false-neg: 1.8
-# TOTAL: 1025149 100.00%
+# Correctly non-spam: 218426 36.112% (98.965% of non-spam corpus)
+# Correctly spam: 312887 51.729% (81.449% of spam corpus)
+# False positives: 2285 0.378% (1.035% of nonspam, 332617 weighted)
+# False negatives: 71262 11.782% (18.551% of spam, 141893 weighted)
+# Average score for spam: 11.3 nonspam: -0.5
+# Average for false-pos: 8.4 false-neg: 2.0
+# TOTAL: 604860 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 76853 99.36%
-# Correctly spam: 41968 82.93%
-# False positives: 498 0.64%
-# False negatives: 8641 17.07%
-# TCR(l=50): 1.508870 SpamRecall: 82.926% SpamPrec: 98.827%
+# Correctly non-spam: 27316 98.96%
+# Correctly spam: 38675 80.78%
+# False positives: 287 1.04%
+# False negatives: 9204 19.22%
+# TCR(l=50): 2.032733 SpamRecall: 80.777% SpamPrec: 99.263%
##### 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: 616707 99.58%
-# Correctly spam: 202870 49.99%
-# False positives: 2626 0.42%
-# False negatives: 202946 50.01%
-# TCR(l=50): 1.214124 SpamRecall: 49.991% SpamPrec: 98.722%
+# Correctly non-spam: 219013 99.23%
+# Correctly spam: 182843 47.60%
+# False positives: 1698 0.77%
+# False negatives: 201306 52.40%
+# TCR(l=50): 1.342212 SpamRecall: 47.597% SpamPrec: 99.080%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77021 99.57%
-# Correctly spam: 25269 49.93%
-# False positives: 330 0.43%
-# False negatives: 25340 50.07%
-# TCR(l=50): 1.209584 SpamRecall: 49.930% SpamPrec: 98.711%
+# Correctly non-spam: 27389 99.22%
+# Correctly spam: 22987 48.01%
+# False positives: 214 0.78%
+# False negatives: 24892 51.99%
+# TCR(l=50): 1.345218 SpamRecall: 48.011% SpamPrec: 99.078%