Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916116&r1=1916115&r2=1916116&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Tue Mar 5 02:56:02 2024
@@ -1,247 +1,249 @@
-# Using score set 0 logs for revision 1916089 from:
-# ham-ena-week0.r1916089.log ham-ena-week2.r1916089.log ham-ena-week3.r1916089.log ham-ena-week4.r1916089.log ham-giovanni-ham.r1916089.log ham-giovanni-spammy.r1916089.log ham-giovanni-spam.r1916089.log ham-grenier.r1916089.log ham-hege.r1916089.log ham-jhardin.r1916089.log ham-llanga.r1916089.log ham-mmiroslaw-mails-ham.r1916089.log ham-mmiroslaw-mails-spam.r1916089.log ham-spamsponge.r1916089.log ham-tsz-corpus.r1916089.log ham-whyscream.r1916089.log spam-ena-week0.r1916089.log spam-ena-week2.r1916089.log spam-ena-week3.r1916089.log spam-ena-week4.r1916089.log spam-giovanni-ham.r1916089.log spam-giovanni-spammy.r1916089.log spam-giovanni-spam.r1916089.log spam-grenier.r1916089.log spam-hege.r1916089.log spam-jhardin.r1916089.log spam-llanga.r1916089.log spam-mmiroslaw-mails-ham.r1916089.log spam-mmiroslaw-mails-spam.r1916089.log spam-spamsponge.r1916089.log spam-tsz-corpus.r1916089.log spam-whyscream.r1916089.log
+# Using score set 0 logs for revision 1916100 from:
+# ham-ena-week0.r1916100.log ham-ena-week2.r1916100.log ham-ena-week3.r1916100.log ham-ena-week4.r1916100.log ham-giovanni-ham.r1916100.log ham-giovanni-spammy.r1916100.log ham-giovanni-spam.r1916100.log ham-grenier.r1916100.log ham-hege.r1916100.log ham-jhardin.r1916100.log ham-llanga.r1916100.log ham-mmiroslaw-mails-ham.r1916100.log ham-mmiroslaw-mails-spam.r1916100.log ham-spamsponge.r1916100.log ham-tsz-corpus.r1916100.log ham-whyscream.r1916100.log spam-ena-week0.r1916100.log spam-ena-week2.r1916100.log spam-ena-week3.r1916100.log spam-ena-week4.r1916100.log spam-giovanni-ham.r1916100.log spam-giovanni-spammy.r1916100.log spam-giovanni-spam.r1916100.log spam-grenier.r1916100.log spam-hege.r1916100.log spam-jhardin.r1916100.log spam-llanga.r1916100.log spam-mmiroslaw-mails-ham.r1916100.log spam-mmiroslaw-mails-spam.r1916100.log spam-spamsponge.r1916100.log spam-tsz-corpus.r1916100.log spam-whyscream.r1916100.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.562
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.499
+score AC_FROM_MANY_DOTS 2.500
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 3.299
-score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_2_NEW_MONEY 2.000
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.522
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.497
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.280
+score ADVANCE_FEE_4_NEW 2.499
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.472
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.508
+score ADVANCE_FEE_5_NEW_MONEY 1.736
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.099
-score BITCOIN_DEADLINE 2.985
-score BITCOIN_EXTORT_01 2.116
-score BITCOIN_MALWARE 2.627
-score BITCOIN_ONAN 1.751
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 2.103
+score BITCOIN_MALWARE 3.091
+score BITCOIN_ONAN 2.577
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 1.455
+score BITCOIN_SPAM_07 1.814
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 3.045
-score BITCOIN_VISTA 0.810
+score BITCOIN_TOEQFM 2.689
+score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 2.436
-score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.003
+score BODY_SINGLE_URI 1.337
+score BODY_SINGLE_WORD 0.633
+score BODY_URI_ONLY 0.001 # force non-zero
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.982
-score CK_HELO_GENERIC 0.249
+score BOGUS_MSM_HDRS 2.853
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 3.188
-score DEAR_BENEFICIARY 3.299
+score DATE_IN_FUTURE_Q_PLUS 3.702
+score DEAR_BENEFICIARY 3.000
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 1.021
-score FBI_SPOOF 1.878
-score FILL_THIS_FORM 0.484
+score FBI_MONEY 0.194
+score FBI_SPOOF 1.239
+score FILL_THIS_FORM 0.485
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.999
-score FONT_INVIS_LONG_LINE 1.787
+score FONT_INVIS_HTML_NOHTML 2.663
+score FONT_INVIS_LONG_LINE 1.892
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.654
+score FONT_INVIS_POSTEXTRAS 2.651
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.088
-score FORM_FRAUD_5 1.974
-score FOUND_YOU 1.746
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_ADDR_WS 1.999
-score FROM_IN_TO_AND_SUBJ 1.999
+score FORM_FRAUD_3 1.942
+score FORM_FRAUD_5 3.021
+score FOUND_YOU 1.687
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FROM_ADDR_WS 2.250
+score FROM_IN_TO_AND_SUBJ 2.099
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 1.661
-score FROM_MISSP_EH_MATCH 1.688
-score FROM_MISSP_FREEMAIL 2.494
-score FROM_MISSP_MSFT 0.356
-score FROM_MISSP_PHISH 3.481
+score FROM_MISSP_DYNIP 1.665
+score FROM_MISSP_EH_MATCH 1.202
+score FROM_MISSP_FREEMAIL 2.398
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 2.911
score FROM_MISSP_REPLYTO 2.500
-score FROM_MISSP_TO_UNDISC 0.563
-score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 0.699
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 0.870
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.299
-score FROM_WSP_TRAIL 2.700
+score FROM_UNBAL1 1.744
+score FROM_WSP_TRAIL 2.699
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.599
-score FUZZY_IMPORTANT 1.291
+score FUZZY_AMAZON 2.499
+score FUZZY_IMPORTANT 1.424
score FUZZY_PRIVACY 2.699
-score FUZZY_SECURITY 2.899
-score GB_BITCOIN_CP 2.794
-score GB_CUSTOM_HTM_URI 1.354
-score GB_FAKE_RF_SHORT 1.939
-score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 3.891
+score FUZZY_SECURITY 2.999
+score GB_BITCOIN_CP 2.999
+score GB_CUSTOM_HTM_URI 1.486
+score GB_FAKE_RF_SHORT 1.936
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GOOG_MALWARE_DNLD 1.999
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.499
-score GOOG_STO_IMG_HTML 2.501
-score GOOG_STO_NOIMG_HTML 2.601
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.151
+score GOOG_REDIR_NORDNS 2.496
+score GOOG_STO_IMG_HTML 2.499
+score GOOG_STO_NOIMG_HTML 2.598
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.482
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDR_ORDER_FTSDMCXX_NORDNS 3.286
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 1.000
-score HK_NAME_FM_MR_MRS 1.500
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.701
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.999
+score HK_LOTTO 0.999
+score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_MR_MRS 1.000
+score HK_RANDOM_ENVFROM 0.586
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 2.000
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.363
+score HOSTED_IMG_FREEM 1.362
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
-score HTML_ENTITY_ASCII 2.999
+score HTML_ENTITY_ASCII 2.790
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.999
-score HTML_TEXT_INVISIBLE_FONT 1.351
-score HTML_TEXT_INVISIBLE_STYLE 0.493
-score IMG_DIRECT_TO_MX 0.899
+score HTML_TAG_BALANCE_CENTER 3.099
+score HTML_TEXT_INVISIBLE_FONT 1.289
+score HTML_TEXT_INVISIBLE_STYLE 0.896
+score IMG_DIRECT_TO_MX 0.892
score IMG_ONLY_FM_DOM_INFO 2.499
score JH_SPAMMY_HEADERS 3.499
+score KHOP_FAKE_EBAY 0.818
score KHOP_HELO_FCRDNS 0.399
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.499
+score LONGLN_LOW_CONTRAST 2.394
score LONG_HEX_URI 3.000
-score LONG_IMG_URI 1.941
-score LONG_INVISIBLE_TEXT 1.747
+score LONG_IMG_URI 1.939
+score LONG_INVISIBLE_TEXT 1.794
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 2.601
-score MALWARE_NORDNS 1.266
-score MANY_SUBDOM 3.300
+score LOTTO_DEPT 1.999
+score MALFORMED_FREEMAIL 2.049
+score MALWARE_NORDNS 3.337
+score MANY_SUBDOM 3.299
score MAY_BE_FORGED 1.999
-score MILLION_HUNDRED 0.001
-score MILLION_USD 0.900
-score MIMEOLE_DIRECT_TO_MX 1.999
-score MIME_NO_TEXT 1.212
+score MILLION_HUNDRED 0.001 # force non-zero
+score MILLION_USD 1.999
+score MIMEOLE_DIRECT_TO_MX 2.000
+score MIME_NO_TEXT 0.087
score MIXED_ES 2.099
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.065
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.097
+score MONEY_FRAUD_3 2.799
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_HDR_MALF 3.108
-score MSGID_NOFQDN1 1.068
-score NA_DOLLARS 0.159
-score NICE_REPLY_A -2.952
-score NORDNS_LOW_CONTRAST 0.883
+score MSGID_HDR_MALF 1.295
+score MSGID_NOFQDN1 0.001
+score NA_DOLLARS 0.485
+score NICE_REPLY_A -0.772
+score NORDNS_LOW_CONTRAST 0.887
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 1.278
score OBFU_TEXT_ATTACH 1.499
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.897
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.336
-score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
+score PDS_EMPTYSUBJ_URISHRT 0.855
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.111
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.254
-score PDS_FROM_2_EMAILS 0.354
-score PDS_FROM_NAME_TO_DOMAIN 1.345
-score PDS_HP_HELO_NORDNS 0.863
-score PDS_OTHER_BAD_TLD 1.999
+score PDS_FRNOM_TODOM_NAKED_TO 0.750
+score PDS_FROM_2_EMAILS 0.356
+score PDS_FROM_NAME_TO_DOMAIN 1.648
+score PDS_HP_HELO_NORDNS 0.882
+score PDS_OTHER_BAD_TLD 2.000
score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 0.304
+score PDS_TINYSUBJ_URISHRT 0.001
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.097
+score RATWARE_NO_RDNS 1.474
score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.151
-score SCC_CANSPAM_1 2.038
+score SCC_BODY_URI_ONLY 2.429
+score SCC_CANSPAM_1 2.664
score SCC_CANSPAM_2 3.999
-score SCC_CTMPP 1.785
+score SCC_CTMPP 0.705
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 1.916
+score SCC_SPAMMER_ADDR_2 1.060
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORTENER_SHORT_SUBJ 0.107
+score SHORTENER_SHORT_SUBJ 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.737
+score SPOOFED_FREEMAIL_NO_RDNS 0.718
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.913
-score STY_INVIS_DIRECT 0.752
+score STATIC_XPRIO_OLE 1.420
+score STY_INVIS_DIRECT 2.469
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.859
+score SUSP_UTF8_WORD_COMBO 1.806
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.035
-score SUSP_UTF8_WORD_SUBJ 1.753
+score SUSP_UTF8_WORD_MANY 0.951
+score SUSP_UTF8_WORD_SUBJ 1.750
score THIS_AD 2.299
-score THIS_IS_ADV_SUSP_NTLD 0.001
+score THIS_IS_ADV_SUSP_NTLD 0.858
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 1.828
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.551
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.595
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 1.540
+score TO_NO_BRKTS_HTML_IMG 1.231
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 0.982
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TRANSFORM_LIFE 2.499
+score TRANSFORM_LIFE 2.500
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 2.353
+score TVD_SPACE_RATIO_MINFP 2.364
score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.899
+score UNDISC_MONEY 2.999
score UNICODE_OBFU_ASC 2.499
-score UNICODE_OBFU_ZW_MANY 0.001
+score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
score URI_AZURE_CLOUDAPP 2.999
-score URI_CLOUDFLAREIPFS 2.499
+score URI_CLOUDFLAREIPFS 2.500
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.099
+score URI_DOTTY_HEX 0.341
+score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.138
-score URI_ONLY_MSGID_MALF 0.490
-score URI_PHISH 2.505
+score URI_IMG_CWINDOWSNET 3.136
+score URI_ONLY_MSGID_MALF 0.202
+score URI_PHISH 3.886
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.500
-score URI_WP_HACKED_2 0.506
-score VFY_ACCT_NORDNS 2.115
-score VISTA_COST 0.451
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 1.003
+score VFY_ACCT_NORDNS 2.113
+score VISTA_COST 0.493
score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 2.700
-score WORD_INVIS 1.582
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.689
+score WIKI_IMG 2.600
+score WORD_INVIS 1.583
+score WORD_INVIS_MANY 3.000
+score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 1.452
-score YOU_INHERIT 2.599
+score XM_UC_ONLY 2.499
+score XPRIO 0.690
+score YOUR_DELIVERY_ADDRESS 1.249
+score YOU_INHERIT 1.787
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -303,6 +305,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916116&r1=1916115&r2=1916116&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Mar 5 02:56:02 2024
@@ -1,273 +1,272 @@
# Using score set 1 logs for revision 1916075 from:
# ham-net-ena-week0.r1916075.log ham-net-ena-week1.r1916075.log ham-net-ena-week2.r1916075.log ham-net-ena-week3.r1916075.log ham-net-ena-week4.r1916075.log ham-net-giovanni-ham.r1916075.log ham-net-giovanni-spammy.r1916075.log ham-net-giovanni-spam.r1916075.log ham-net-grenier.r1916075.log ham-net-hege.r1916075.log ham-net-jhardin.r1916075.log ham-net-llanga.r1916075.log ham-net-mmiroslaw-mails-ham.r1916075.log ham-net-mmiroslaw-mails-spam.r1916075.log ham-net-spamsponge.r1916075.log ham-net-tsz-corpus.r1916075.log ham-net-whyscream.r1916075.log spam-net-ena-week0.r1916075.log spam-net-ena-week1.r1916075.log spam-net-ena-week2.r1916075.log spam-net-ena-week3.r1916075.log spam-net-ena-week4.r1916075.log spam-net-giovanni-ham.r1916075.log spam-net-giovanni-spammy.r1916075.log spam-net-giovanni-spam.r1916075.log spam-net-grenier.r1916075.log spam-net-hege.r1916075.log spam-net-jhardin.r1916075.log spam-net-llanga.r1916075.log spam-net-mmiroslaw-mails-ham.r1916075.log spam-net-mmirosla
w-mails-spam.r1916075.log spam-net-spamsponge.r1916075.log spam-net-tsz-corpus.r1916075.log spam-net-whyscream.r1916075.log
-score ACCT_PHISHING_MANY 2.996
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.497
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 0.133
-score ADMITS_SPAM 3.196
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.259
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.002
+score AC_FROM_MANY_DOTS 2.499
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.283
+score ADMITS_SPAM 3.199
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.264
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.824
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 0.949
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.776
+score ADVANCE_FEE_4_NEW 0.951
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.103
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.985
-score AD_PREFS 0.320
-score AMAZON_IMG_NOT_RCVD_AMZN 2.497
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 1.098
+score AD_PREFS 0.495
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.096
-score BITCOIN_DEADLINE 2.321
+score AXB_X_FF_SEZ_S 3.099
+score BITCOIN_DEADLINE 1.955
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALWARE 2.523
-score BITCOIN_ONAN 2.256
-score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_03 2.498
-score BITCOIN_SPAM_05 0.733
-score BITCOIN_SPAM_07 0.639
-score BITCOIN_SPAM_09 1.498
-score BITCOIN_TOEQFM 1.430
+score BITCOIN_MALWARE 2.860
+score BITCOIN_ONAN 0.001
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 2.133
+score BITCOIN_SPAM_07 0.644
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_TOEQFM 1.478
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.996
+score BITCOIN_XPRIO 2.499
+score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 2.170
-score BOGUS_MSM_HDRS 0.777
-score CK_HELO_GENERIC 0.248
-score COMPENSATION 1.498
-score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 2.084
-score DEAR_BENEFICIARY 1.397
-score DKIMWL_WL_HIGH -0.571
-score DKIMWL_WL_MED -0.001
+score BOGUS_MIME_VERSION 2.120
+score BOGUS_MSM_HDRS 2.065
+score CK_HELO_GENERIC 0.249
+score COMPENSATION 1.499
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DATE_IN_FUTURE_Q_PLUS 0.832
+score DEAR_BENEFICIARY 1.392
+score DKIMWL_WL_HIGH -0.568
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
-score DSN_NO_MIMEVERSION 1.997
+score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -1.000
-score END_FUTURE_EMAILS 2.497
-score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FBI_MONEY 0.797
-score FBI_SPOOF 0.443
-score FILL_THIS_FORM 0.139
+score END_FUTURE_EMAILS 2.499
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FBI_MONEY 0.878
+score FBI_SPOOF 1.962
+score FILL_THIS_FORM 0.476
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 1.984
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 0.385
-score FONT_INVIS_POSTEXTRAS 2.971
-score FORGED_SPF_HELO 1.897
-score FORM_FRAUD 0.998
-score FORM_FRAUD_3 0.962
-score FORM_FRAUD_5 2.218
-score FOUND_YOU 3.107
+score FONT_INVIS_HTML_NOHTML 1.942
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 2.499
+score FONT_INVIS_NORDNS 0.495
+score FONT_INVIS_POSTEXTRAS 2.976
+score FORGED_SPF_HELO 1.899
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 1.901
+score FORM_FRAUD_5 0.324
+score FOUND_YOU 1.604
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 0.001
-score FROM_BANK_NOAUTH 0.998
+score FROM_ADDR_WS 0.039
+score FROM_BANK_NOAUTH 0.978
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.343
-score FROM_IN_TO_AND_SUBJ 1.411
-score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 0.973
-score FROM_MISSP_EH_MATCH 0.777
-score FROM_MISSP_FREEMAIL 2.489
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.906
+score FROM_IN_TO_AND_SUBJ 1.899
+score FROM_MISSPACED 1.999
+score FROM_MISSP_DYNIP 0.983
+score FROM_MISSP_EH_MATCH 0.788
+score FROM_MISSP_FREEMAIL 2.492
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.794
-score FROM_MISSP_REPLYTO 0.588
-score FROM_MISSP_SPF_FAIL 0.999
-score FROM_MISSP_TO_UNDISC 1.300
+score FROM_MISSP_PHISH 2.846
+score FROM_MISSP_REPLYTO 0.591
+score FROM_MISSP_SPF_FAIL 1.093
+score FROM_MISSP_TO_UNDISC 1.616
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.497
-score FROM_NTLD_REPLY_FREEMAIL 1.042
-score FROM_PAYPAL_SPOOF 0.046
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_UNBAL1 1.321
-score FROM_WSP_TRAIL 2.696
-score FSL_BULK_SIG 0.072
+score FROM_MISSP_XPRIO 2.499
+score FROM_NTLD_REPLY_FREEMAIL 0.353
+score FROM_PAYPAL_SPOOF 0.045
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_UNBAL1 1.311
+score FROM_WSP_TRAIL 2.699
+score FSL_BULK_SIG 0.076
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.381
-score FUZZY_IMPORTANT 2.596
-score FUZZY_PRIVACY 2.596
-score FUZZY_SECURITY 2.796
+score FUZZY_AMAZON 2.499
+score FUZZY_IMPORTANT 2.599
+score FUZZY_PRIVACY 2.600
+score FUZZY_SECURITY 2.800
score FUZZY_WALLET 0.001
-score GB_BITCOIN_CP 2.999
+score GB_BITCOIN_CP 2.423
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.720
+score GB_FAKE_RF_SHORT 1.730
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.659
-score GOOG_MALWARE_DNLD 3.105
-score GOOG_REDIR_HTML_ONLY 1.997
+score GB_HASHBL_BTC 4.707
+score GOOG_MALWARE_DNLD 2.151
+score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.223
-score GOOG_STO_NOIMG_HTML 1.773
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 2.497
+score GOOG_STO_IMG_HTML 2.226
+score GOOG_STO_NOIMG_HTML 1.780
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.500
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 1.639
+score HDR_ORDER_FTSDMCXX_NORDNS 2.423
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.248
-score HELO_NO_DOMAIN 0.543
-score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 1.128
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.273
+score HELO_MISC_IP 0.249
+score HELO_NO_DOMAIN 0.578
+score HK_LOTTO 1.000
+score HK_NAME_FM_MR_MRS 1.113
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.269
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.997
-score HOSTED_IMG_DIRECT_MX 3.009
-score HOSTED_IMG_FREEM 1.102
-score HOSTED_IMG_MULTI_PUB_01 1.929
-score HREF_EMPTY_NORDNS 0.144
-score HTML_ENTITY_ASCII 2.996
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 1.202
+score HOSTED_IMG_FREEM 1.696
+score HOSTED_IMG_MULTI_PUB_01 1.927
+score HREF_EMPTY_NORDNS 0.251
+score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.755
-score HTML_OFF_PAGE 1.658
-score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.633
-score HTML_TEXT_INVISIBLE_FONT 0.490
-score HTML_TEXT_INVISIBLE_STYLE 0.539
+score HTML_OFF_PAGE 1.504
+score HTML_SINGLET_MANY 2.499
+score HTML_TAG_BALANCE_CENTER 2.630
+score HTML_TEXT_INVISIBLE_FONT 0.489
+score HTML_TEXT_INVISIBLE_STYLE 0.644
score IMG_DIRECT_TO_MX 0.001
-score IMG_ONLY_FM_DOM_INFO 2.497
-score JH_SPAMMY_HEADERS 3.496
+score IMG_ONLY_FM_DOM_INFO 2.499
+score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.257
-score LIST_PARTIAL_SHORT_MSG 1.545
-score LONGLN_LOW_CONTRAST 0.448
-score LONG_HEX_URI 2.184
+score LIST_PARTIAL_SHORT_MSG 1.539
+score LONGLN_LOW_CONTRAST 0.576
+score LONG_HEX_URI 2.193
score LONG_IMG_URI 0.439
-score LONG_INVISIBLE_TEXT 2.099
-score LOTS_OF_MONEY 0.009
-score MALFORMED_FREEMAIL 2.259
-score MALWARE_NORDNS 1.472
-score MANY_SUBDOM 3.096
-score MAY_BE_FORGED 2.297
+score LONG_INVISIBLE_TEXT 2.095
+score LOTS_OF_MONEY 0.010
+score MALFORMED_FREEMAIL 2.243
+score MALWARE_NORDNS 0.027
+score MANY_SUBDOM 3.099
+score MAY_BE_FORGED 2.299
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.112
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.057
-score MIXED_CENTER_CASE 1.889
-score MIXED_ES 2.097
-score MIXED_HREF_CASE 1.997
+score MIME_NO_TEXT 0.001
+score MIXED_CENTER_CASE 1.506
+score MIXED_ES 2.099
+score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001 # force non-zero
-score MONEY_FORM_SHORT 2.497
-score MONEY_FRAUD_3 0.044
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 2.499
+score MONEY_FRAUD_3 1.830
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.096
-score MONEY_FREEMAIL_REPTO 1.377
-score MONEY_FROM_41 1.997
+score MONEY_FRAUD_8 3.099
+score MONEY_FREEMAIL_REPTO 1.493
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.497
-score MSGID_HDR_MALF 3.496
-score MSGID_NOFQDN1 1.938
+score MONEY_NOHTML 2.499
+score MSGID_HDR_MALF 3.499
+score MSGID_NOFQDN1 1.946
score NA_DOLLARS 0.001
-score NICE_REPLY_A -4.098
-score NORDNS_LOW_CONTRAST 1.326
+score NICE_REPLY_A -1.980
+score NORDNS_LOW_CONTRAST 1.224
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.432
+score NSL_RCVD_HELO_USER 1.576
score OBFU_TEXT_ATTACH 1.599
-score PDS_BAD_THREAD_QP_64 0.001
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.999
-score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_EMPTYSUBJ_URISHRT 1.233
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.368
+score PDS_BAD_THREAD_QP_64 0.001 # force non-zero
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.549
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_EMPTYSUBJ_URISHRT 0.533
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.167
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.209
+score PDS_FRNOM_TODOM_NAKED_TO 0.207
score PDS_FROM_NAME_TO_DOMAIN 0.001
-score PDS_HELO_SPF_FAIL 1.997
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.998
-score PDS_PHP_EVAL 1.494
-score PDS_TINYSUBJ_URISHRT 0.664
-score PHP_ORIG_SCRIPT_EVAL 2.226
-score PHP_SCRIPT 2.497
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_PHP_EVAL 0.904
+score PDS_TINYSUBJ_URISHRT 1.370
+score PHP_ORIG_SCRIPT_EVAL 2.810
+score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.956
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 0.489
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 1.339
-score REPTO_419_FRAUD_GM_LOOSE 0.998
+score REPTO_419_FRAUD_GM 1.501
+score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.596
-score SCC_CANSPAM_1 2.189
-score SCC_CANSPAM_2 3.475
-score SCC_CTMPP 0.920
-score SCC_ISEMM_LID_1B 1.498
-score SCC_SPAMMER_ADDR_2 1.319
-score SENDGRID_REDIR 1.498
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 0.840
+score SCC_BODY_URI_ONLY 2.599
+score SCC_CANSPAM_1 2.748
+score SCC_CANSPAM_2 3.394
+score SCC_CTMPP 0.516
+score SCC_ISEMM_LID_1B 1.499
+score SCC_SPAMMER_ADDR_2 0.936
+score SENDGRID_REDIR 1.499
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENER_SHORT_IMG 0.844
score SHORTENER_SHORT_SUBJ 0.001
score SHORT_SHORTNER 0.001
-score SPAM_CWINDOWSNET 0.545
-score SPOOFED_FREEMAIL 0.069
+score SPAM_CWINDOWSNET 2.732
+score SPOOFED_FREEMAIL 0.082
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.497
-score SPOOF_GMAIL_MID 1.498
-score STATIC_XPRIO_OLE 0.761
+score SPOOFED_FREEM_REPTO 2.499
+score SPOOF_GMAIL_MID 1.499
+score STATIC_XPRIO_OLE 0.767
score STY_INVIS_DIRECT 0.001
-score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_COMBO 1.707
-score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_MANY 0.240
-score SUSP_UTF8_WORD_SUBJ 1.514
-score THIS_AD 2.297
-score THIS_IS_ADV_SUSP_NTLD 1.499
+score SUBJ_ATTENTION 0.500
+score SUSP_UTF8_WORD_COMBO 1.735
+score SUSP_UTF8_WORD_FROM 1.999
+score SUSP_UTF8_WORD_MANY 0.001
+score SUSP_UTF8_WORD_SUBJ 1.729
+score THIS_AD 2.299
+score THIS_IS_ADV_SUSP_NTLD 1.139
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 1.722
-score TO_EQ_FM_DOM_HTML_ONLY 1.100
+score TO_EQ_FM_DOM_HTML_IMG 2.299
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.630
-score TO_EQ_FM_SPF_FAIL 0.055
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 0.057
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.781
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 1.866
-score TO_NO_BRKTS_NORDNS_HTML 1.214
-score TO_NO_BRKTS_PCNT 2.395
-score TRANSFORM_LIFE 2.497
-score TVD_SPACE_ENCODED 2.281
+score TO_EQ_FM_HTML_ONLY 1.697
+score TO_EQ_FM_SPF_FAIL 0.006
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 1.958
+score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NO_BRKTS_HTML_IMG 1.791
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 1.861
+score TO_NO_BRKTS_NORDNS_HTML 1.223
+score TO_NO_BRKTS_PCNT 2.398
+score TRANSFORM_LIFE 2.499
+score TVD_SPACE_ENCODED 2.284
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.596
-score UNDISC_MONEY 2.896
-score UNICODE_OBFU_ASC 2.497
+score UNDISC_FREEM 2.600
+score UNDISC_MONEY 2.899
+score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_AZURE_CLOUDAPP 2.996
-score URI_CLOUDFLAREIPFS 2.497
-score URI_DOTEDU 1.997
-score URI_DOTTY_HEX 1.466
-score URI_GOOGLE_PROXY 2.097
-score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 2.144
-score URI_ONLY_MSGID_MALF 1.997
-score URI_PHISH 2.995
-score URI_TRY_3LD 1.997
-score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.054
-score VISTA_COST 1.880
-score VISTA_TONOM_EQ_TOLOC 0.448
-score WIKI_IMG 2.596
-score WORD_INVIS 1.896
-score WORD_INVIS_MANY 2.996
+score URI_AZURE_CLOUDAPP 2.999
+score URI_CLOUDFLAREIPFS 2.499
+score URI_DOTEDU 1.999
+score URI_DOTTY_HEX 1.723
+score URI_GOOGLE_PROXY 2.099
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_IMG_CWINDOWSNET 1.556
+score URI_ONLY_MSGID_MALF 2.000
+score URI_PHISH 3.119
+score URI_TRY_3LD 1.999
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 1.826
+score VISTA_COST 1.424
+score VISTA_TONOM_EQ_TOLOC 0.456
+score WIKI_IMG 2.599
+score WORD_INVIS 1.897
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_RANDOM 2.497
-score XM_RECPTID 2.404
-score XPRIO 0.983
-score YOU_INHERIT 1.573
+score XM_RANDOM 2.499
+score XM_RECPTID 2.394
+score XPRIO 1.730
+score YOU_INHERIT 0.921
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -337,6 +336,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916116&r1=1916115&r2=1916116&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Mar 5 02:56:02 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 489683 66.785% (99.365% of non-spam corpus)
-# Correctly spam: 170192 23.212% (70.793% of spam corpus)
-# False positives: 3129 0.427% (0.635% of nonspam, 45956 weighted)
-# False negatives: 70216 9.576% (29.207% of spam, 127371 weighted)
-# Average score for spam: 8.0 nonspam: 0.5
-# Average for false-pos: 6.0 false-neg: 1.8
-# TOTAL: 733220 100.00%
+# Correctly non-spam: 489691 66.113% (99.361% of non-spam corpus)
+# Correctly spam: 176434 23.820% (71.187% of spam corpus)
+# False positives: 3149 0.425% (0.639% of nonspam, 48060 weighted)
+# False negatives: 71412 9.641% (28.813% of spam, 132435 weighted)
+# Average score for spam: 8.0 nonspam: 0.6
+# Average for false-pos: 6.1 false-neg: 1.9
+# TOTAL: 740686 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61143 99.38%
-# Correctly spam: 21274 70.74%
-# False positives: 383 0.62%
-# False negatives: 8798 29.26%
-# TCR(l=50): 1.075998 SpamRecall: 70.744% SpamPrec: 98.232%
+# Correctly non-spam: 61183 99.43%
+# Correctly spam: 21975 71.04%
+# False positives: 348 0.57%
+# False negatives: 8958 28.96%
+# TCR(l=50): 1.173572 SpamRecall: 71.041% SpamPrec: 98.441%
##### 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: 483951 98.20%
-# Correctly spam: 105705 43.97%
-# False positives: 8861 1.80%
-# False negatives: 134703 56.03%
-# TCR(l=50): 0.416109 SpamRecall: 43.969% SpamPrec: 92.266%
+# Correctly non-spam: 483921 98.19%
+# Correctly spam: 108296 43.69%
+# False positives: 8919 1.81%
+# False negatives: 139550 56.31%
+# TCR(l=50): 0.423307 SpamRecall: 43.695% SpamPrec: 92.391%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 60394 98.16%
-# Correctly spam: 13292 44.20%
-# False positives: 1132 1.84%
-# False negatives: 16780 55.80%
-# TCR(l=50): 0.409812 SpamRecall: 44.201% SpamPrec: 92.152%
+# Correctly non-spam: 60459 98.26%
+# Correctly spam: 13602 43.97%
+# False positives: 1072 1.74%
+# False negatives: 17331 56.03%
+# TCR(l=50): 0.436100 SpamRecall: 43.972% SpamPrec: 92.695%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916116&r1=1916115&r2=1916116&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Mar 5 02:56:02 2024
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 492334 66.792% (99.553% of non-spam corpus)
-# Correctly spam: 189141 25.660% (77.973% of spam corpus)
-# False positives: 2212 0.300% (0.447% of nonspam, 75566 weighted)
-# False negatives: 53431 7.249% (22.027% of spam, 96879 weighted)
-# Average score for spam: 11.9 nonspam: -1.1
+# Correctly non-spam: 492317 66.789% (99.549% of non-spam corpus)
+# Correctly spam: 189594 25.721% (78.160% of spam corpus)
+# False positives: 2229 0.302% (0.451% of nonspam, 75995 weighted)
+# False negatives: 52978 7.187% (21.840% of spam, 94586 weighted)
+# Average score for spam: 11.9 nonspam: -1.0
# Average for false-pos: 7.0 false-neg: 1.8
# TOTAL: 737118 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61441 99.51%
-# Correctly spam: 23636 77.90%
-# False positives: 301 0.49%
-# False negatives: 6707 22.10%
-# TCR(l=50): 1.394632 SpamRecall: 77.896% SpamPrec: 98.743%
+# Correctly non-spam: 61437 99.51%
+# Correctly spam: 23658 77.97%
+# False positives: 305 0.49%
+# False negatives: 6685 22.03%
+# TCR(l=50): 1.383314 SpamRecall: 77.969% SpamPrec: 98.727%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916116&r1=1916115&r2=1916116&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Tue Mar 5 02:56:02 2024
@@ -1,247 +1,249 @@
-# Using score set 0 logs for revision 1916089 from:
-# ham-ena-week0.r1916089.log ham-ena-week2.r1916089.log ham-ena-week3.r1916089.log ham-ena-week4.r1916089.log ham-giovanni-ham.r1916089.log ham-giovanni-spammy.r1916089.log ham-giovanni-spam.r1916089.log ham-grenier.r1916089.log ham-hege.r1916089.log ham-jhardin.r1916089.log ham-llanga.r1916089.log ham-mmiroslaw-mails-ham.r1916089.log ham-mmiroslaw-mails-spam.r1916089.log ham-spamsponge.r1916089.log ham-tsz-corpus.r1916089.log ham-whyscream.r1916089.log spam-ena-week0.r1916089.log spam-ena-week2.r1916089.log spam-ena-week3.r1916089.log spam-ena-week4.r1916089.log spam-giovanni-ham.r1916089.log spam-giovanni-spammy.r1916089.log spam-giovanni-spam.r1916089.log spam-grenier.r1916089.log spam-hege.r1916089.log spam-jhardin.r1916089.log spam-llanga.r1916089.log spam-mmiroslaw-mails-ham.r1916089.log spam-mmiroslaw-mails-spam.r1916089.log spam-spamsponge.r1916089.log spam-tsz-corpus.r1916089.log spam-whyscream.r1916089.log
+# Using score set 0 logs for revision 1916100 from:
+# ham-ena-week0.r1916100.log ham-ena-week2.r1916100.log ham-ena-week3.r1916100.log ham-ena-week4.r1916100.log ham-giovanni-ham.r1916100.log ham-giovanni-spammy.r1916100.log ham-giovanni-spam.r1916100.log ham-grenier.r1916100.log ham-hege.r1916100.log ham-jhardin.r1916100.log ham-llanga.r1916100.log ham-mmiroslaw-mails-ham.r1916100.log ham-mmiroslaw-mails-spam.r1916100.log ham-spamsponge.r1916100.log ham-tsz-corpus.r1916100.log ham-whyscream.r1916100.log spam-ena-week0.r1916100.log spam-ena-week2.r1916100.log spam-ena-week3.r1916100.log spam-ena-week4.r1916100.log spam-giovanni-ham.r1916100.log spam-giovanni-spammy.r1916100.log spam-giovanni-spam.r1916100.log spam-grenier.r1916100.log spam-hege.r1916100.log spam-jhardin.r1916100.log spam-llanga.r1916100.log spam-mmiroslaw-mails-ham.r1916100.log spam-mmiroslaw-mails-spam.r1916100.log spam-spamsponge.r1916100.log spam-tsz-corpus.r1916100.log spam-whyscream.r1916100.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.562
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.499
+score AC_FROM_MANY_DOTS 2.500
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 3.299
-score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_2_NEW_MONEY 2.000
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.522
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.497
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.280
+score ADVANCE_FEE_4_NEW 2.499
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.472
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.508
+score ADVANCE_FEE_5_NEW_MONEY 1.736
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.099
-score BITCOIN_DEADLINE 2.985
-score BITCOIN_EXTORT_01 2.116
-score BITCOIN_MALWARE 2.627
-score BITCOIN_ONAN 1.751
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 2.103
+score BITCOIN_MALWARE 3.091
+score BITCOIN_ONAN 2.577
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 1.455
+score BITCOIN_SPAM_07 1.814
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 3.045
-score BITCOIN_VISTA 0.810
+score BITCOIN_TOEQFM 2.689
+score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 2.436
-score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.003
+score BODY_SINGLE_URI 1.337
+score BODY_SINGLE_WORD 0.633
+score BODY_URI_ONLY 0.001 # force non-zero
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.982
-score CK_HELO_GENERIC 0.249
+score BOGUS_MSM_HDRS 2.853
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 3.188
-score DEAR_BENEFICIARY 3.299
+score DATE_IN_FUTURE_Q_PLUS 3.702
+score DEAR_BENEFICIARY 3.000
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 1.021
-score FBI_SPOOF 1.878
-score FILL_THIS_FORM 0.484
+score FBI_MONEY 0.194
+score FBI_SPOOF 1.239
+score FILL_THIS_FORM 0.485
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.999
-score FONT_INVIS_LONG_LINE 1.787
+score FONT_INVIS_HTML_NOHTML 2.663
+score FONT_INVIS_LONG_LINE 1.892
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.654
+score FONT_INVIS_POSTEXTRAS 2.651
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 2.088
-score FORM_FRAUD_5 1.974
-score FOUND_YOU 1.746
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_ADDR_WS 1.999
-score FROM_IN_TO_AND_SUBJ 1.999
+score FORM_FRAUD_3 1.942
+score FORM_FRAUD_5 3.021
+score FOUND_YOU 1.687
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FROM_ADDR_WS 2.250
+score FROM_IN_TO_AND_SUBJ 2.099
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 1.661
-score FROM_MISSP_EH_MATCH 1.688
-score FROM_MISSP_FREEMAIL 2.494
-score FROM_MISSP_MSFT 0.356
-score FROM_MISSP_PHISH 3.481
+score FROM_MISSP_DYNIP 1.665
+score FROM_MISSP_EH_MATCH 1.202
+score FROM_MISSP_FREEMAIL 2.398
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 2.911
score FROM_MISSP_REPLYTO 2.500
-score FROM_MISSP_TO_UNDISC 0.563
-score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 0.699
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 0.870
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.299
-score FROM_WSP_TRAIL 2.700
+score FROM_UNBAL1 1.744
+score FROM_WSP_TRAIL 2.699
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.599
-score FUZZY_IMPORTANT 1.291
+score FUZZY_AMAZON 2.499
+score FUZZY_IMPORTANT 1.424
score FUZZY_PRIVACY 2.699
-score FUZZY_SECURITY 2.899
-score GB_BITCOIN_CP 2.794
-score GB_CUSTOM_HTM_URI 1.354
-score GB_FAKE_RF_SHORT 1.939
-score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 3.891
+score FUZZY_SECURITY 2.999
+score GB_BITCOIN_CP 2.999
+score GB_CUSTOM_HTM_URI 1.486
+score GB_FAKE_RF_SHORT 1.936
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GOOG_MALWARE_DNLD 1.999
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.499
-score GOOG_STO_IMG_HTML 2.501
-score GOOG_STO_NOIMG_HTML 2.601
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.151
+score GOOG_REDIR_NORDNS 2.496
+score GOOG_STO_IMG_HTML 2.499
+score GOOG_STO_NOIMG_HTML 2.598
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.482
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDR_ORDER_FTSDMCXX_NORDNS 3.286
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 1.000
-score HK_NAME_FM_MR_MRS 1.500
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.701
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.999
+score HK_LOTTO 0.999
+score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_MR_MRS 1.000
+score HK_RANDOM_ENVFROM 0.586
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 2.000
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.363
+score HOSTED_IMG_FREEM 1.362
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
-score HTML_ENTITY_ASCII 2.999
+score HTML_ENTITY_ASCII 2.790
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.999
-score HTML_TEXT_INVISIBLE_FONT 1.351
-score HTML_TEXT_INVISIBLE_STYLE 0.493
-score IMG_DIRECT_TO_MX 0.899
+score HTML_TAG_BALANCE_CENTER 3.099
+score HTML_TEXT_INVISIBLE_FONT 1.289
+score HTML_TEXT_INVISIBLE_STYLE 0.896
+score IMG_DIRECT_TO_MX 0.892
score IMG_ONLY_FM_DOM_INFO 2.499
score JH_SPAMMY_HEADERS 3.499
+score KHOP_FAKE_EBAY 0.818
score KHOP_HELO_FCRDNS 0.399
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.499
+score LONGLN_LOW_CONTRAST 2.394
score LONG_HEX_URI 3.000
-score LONG_IMG_URI 1.941
-score LONG_INVISIBLE_TEXT 1.747
+score LONG_IMG_URI 1.939
+score LONG_INVISIBLE_TEXT 1.794
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 2.601
-score MALWARE_NORDNS 1.266
-score MANY_SUBDOM 3.300
+score LOTTO_DEPT 1.999
+score MALFORMED_FREEMAIL 2.049
+score MALWARE_NORDNS 3.337
+score MANY_SUBDOM 3.299
score MAY_BE_FORGED 1.999
-score MILLION_HUNDRED 0.001
-score MILLION_USD 0.900
-score MIMEOLE_DIRECT_TO_MX 1.999
-score MIME_NO_TEXT 1.212
+score MILLION_HUNDRED 0.001 # force non-zero
+score MILLION_USD 1.999
+score MIMEOLE_DIRECT_TO_MX 2.000
+score MIME_NO_TEXT 0.087
score MIXED_ES 2.099
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.065
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.097
+score MONEY_FRAUD_3 2.799
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_HDR_MALF 3.108
-score MSGID_NOFQDN1 1.068
-score NA_DOLLARS 0.159
-score NICE_REPLY_A -2.952
-score NORDNS_LOW_CONTRAST 0.883
+score MSGID_HDR_MALF 1.295
+score MSGID_NOFQDN1 0.001
+score NA_DOLLARS 0.485
+score NICE_REPLY_A -0.772
+score NORDNS_LOW_CONTRAST 0.887
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 1.278
score OBFU_TEXT_ATTACH 1.499
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.897
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.336
-score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
+score PDS_EMPTYSUBJ_URISHRT 0.855
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.111
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.254
-score PDS_FROM_2_EMAILS 0.354
-score PDS_FROM_NAME_TO_DOMAIN 1.345
-score PDS_HP_HELO_NORDNS 0.863
-score PDS_OTHER_BAD_TLD 1.999
+score PDS_FRNOM_TODOM_NAKED_TO 0.750
+score PDS_FROM_2_EMAILS 0.356
+score PDS_FROM_NAME_TO_DOMAIN 1.648
+score PDS_HP_HELO_NORDNS 0.882
+score PDS_OTHER_BAD_TLD 2.000
score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 0.304
+score PDS_TINYSUBJ_URISHRT 0.001
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.097
+score RATWARE_NO_RDNS 1.474
score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.151
-score SCC_CANSPAM_1 2.038
+score SCC_BODY_URI_ONLY 2.429
+score SCC_CANSPAM_1 2.664
score SCC_CANSPAM_2 3.999
-score SCC_CTMPP 1.785
+score SCC_CTMPP 0.705
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 1.916
+score SCC_SPAMMER_ADDR_2 1.060
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORTENER_SHORT_SUBJ 0.107
+score SHORTENER_SHORT_SUBJ 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.737
+score SPOOFED_FREEMAIL_NO_RDNS 0.718
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.913
-score STY_INVIS_DIRECT 0.752
+score STATIC_XPRIO_OLE 1.420
+score STY_INVIS_DIRECT 2.469
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.859
+score SUSP_UTF8_WORD_COMBO 1.806
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.035
-score SUSP_UTF8_WORD_SUBJ 1.753
+score SUSP_UTF8_WORD_MANY 0.951
+score SUSP_UTF8_WORD_SUBJ 1.750
score THIS_AD 2.299
-score THIS_IS_ADV_SUSP_NTLD 0.001
+score THIS_IS_ADV_SUSP_NTLD 0.858
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 1.828
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.551
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.595
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 1.540
+score TO_NO_BRKTS_HTML_IMG 1.231
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 0.982
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TRANSFORM_LIFE 2.499
+score TRANSFORM_LIFE 2.500
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 2.353
+score TVD_SPACE_RATIO_MINFP 2.364
score UNDISC_FREEM 2.699
-score UNDISC_MONEY 2.899
+score UNDISC_MONEY 2.999
score UNICODE_OBFU_ASC 2.499
-score UNICODE_OBFU_ZW_MANY 0.001
+score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
score URI_AZURE_CLOUDAPP 2.999
-score URI_CLOUDFLAREIPFS 2.499
+score URI_CLOUDFLAREIPFS 2.500
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 2.099
+score URI_DOTTY_HEX 0.341
+score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.138
-score URI_ONLY_MSGID_MALF 0.490
-score URI_PHISH 2.505
+score URI_IMG_CWINDOWSNET 3.136
+score URI_ONLY_MSGID_MALF 0.202
+score URI_PHISH 3.886
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.500
-score URI_WP_HACKED_2 0.506
-score VFY_ACCT_NORDNS 2.115
-score VISTA_COST 0.451
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 1.003
+score VFY_ACCT_NORDNS 2.113
+score VISTA_COST 0.493
score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 2.700
-score WORD_INVIS 1.582
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.689
+score WIKI_IMG 2.600
+score WORD_INVIS 1.583
+score WORD_INVIS_MANY 3.000
+score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 1.452
-score YOU_INHERIT 2.599
+score XM_UC_ONLY 2.499
+score XPRIO 0.690
+score YOUR_DELIVERY_ADDRESS 1.249
+score YOU_INHERIT 1.787
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -303,6 +305,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916116&r1=1916115&r2=1916116&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Mar 5 02:56:02 2024
@@ -1,273 +1,272 @@
# Using score set 1 logs for revision 1916075 from:
# ham-net-ena-week0.r1916075.log ham-net-ena-week1.r1916075.log ham-net-ena-week2.r1916075.log ham-net-ena-week3.r1916075.log ham-net-ena-week4.r1916075.log ham-net-giovanni-ham.r1916075.log ham-net-giovanni-spammy.r1916075.log ham-net-giovanni-spam.r1916075.log ham-net-grenier.r1916075.log ham-net-hege.r1916075.log ham-net-jhardin.r1916075.log ham-net-llanga.r1916075.log ham-net-mmiroslaw-mails-ham.r1916075.log ham-net-mmiroslaw-mails-spam.r1916075.log ham-net-spamsponge.r1916075.log ham-net-tsz-corpus.r1916075.log ham-net-whyscream.r1916075.log spam-net-ena-week0.r1916075.log spam-net-ena-week1.r1916075.log spam-net-ena-week2.r1916075.log spam-net-ena-week3.r1916075.log spam-net-ena-week4.r1916075.log spam-net-giovanni-ham.r1916075.log spam-net-giovanni-spammy.r1916075.log spam-net-giovanni-spam.r1916075.log spam-net-grenier.r1916075.log spam-net-hege.r1916075.log spam-net-jhardin.r1916075.log spam-net-llanga.r1916075.log spam-net-mmiroslaw-mails-ham.r1916075.log spam-net-mmirosla
w-mails-spam.r1916075.log spam-net-spamsponge.r1916075.log spam-net-tsz-corpus.r1916075.log spam-net-whyscream.r1916075.log
-score ACCT_PHISHING_MANY 2.996
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.497
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 0.133
-score ADMITS_SPAM 3.196
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.259
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.002
+score AC_FROM_MANY_DOTS 2.499
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.283
+score ADMITS_SPAM 3.199
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.264
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.824
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 0.949
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.776
+score ADVANCE_FEE_4_NEW 0.951
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.103
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.985
-score AD_PREFS 0.320
-score AMAZON_IMG_NOT_RCVD_AMZN 2.497
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 1.098
+score AD_PREFS 0.495
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.096
-score BITCOIN_DEADLINE 2.321
+score AXB_X_FF_SEZ_S 3.099
+score BITCOIN_DEADLINE 1.955
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALWARE 2.523
-score BITCOIN_ONAN 2.256
-score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_03 2.498
-score BITCOIN_SPAM_05 0.733
-score BITCOIN_SPAM_07 0.639
-score BITCOIN_SPAM_09 1.498
-score BITCOIN_TOEQFM 1.430
+score BITCOIN_MALWARE 2.860
+score BITCOIN_ONAN 0.001
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 2.133
+score BITCOIN_SPAM_07 0.644
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_TOEQFM 1.478
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.996
+score BITCOIN_XPRIO 2.499
+score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 2.170
-score BOGUS_MSM_HDRS 0.777
-score CK_HELO_GENERIC 0.248
-score COMPENSATION 1.498
-score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 2.084
-score DEAR_BENEFICIARY 1.397
-score DKIMWL_WL_HIGH -0.571
-score DKIMWL_WL_MED -0.001
+score BOGUS_MIME_VERSION 2.120
+score BOGUS_MSM_HDRS 2.065
+score CK_HELO_GENERIC 0.249
+score COMPENSATION 1.499
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DATE_IN_FUTURE_Q_PLUS 0.832
+score DEAR_BENEFICIARY 1.392
+score DKIMWL_WL_HIGH -0.568
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
-score DSN_NO_MIMEVERSION 1.997
+score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -1.000
-score END_FUTURE_EMAILS 2.497
-score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FBI_MONEY 0.797
-score FBI_SPOOF 0.443
-score FILL_THIS_FORM 0.139
+score END_FUTURE_EMAILS 2.499
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FBI_MONEY 0.878
+score FBI_SPOOF 1.962
+score FILL_THIS_FORM 0.476
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 1.984
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 0.385
-score FONT_INVIS_POSTEXTRAS 2.971
-score FORGED_SPF_HELO 1.897
-score FORM_FRAUD 0.998
-score FORM_FRAUD_3 0.962
-score FORM_FRAUD_5 2.218
-score FOUND_YOU 3.107
+score FONT_INVIS_HTML_NOHTML 1.942
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 2.499
+score FONT_INVIS_NORDNS 0.495
+score FONT_INVIS_POSTEXTRAS 2.976
+score FORGED_SPF_HELO 1.899
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 1.901
+score FORM_FRAUD_5 0.324
+score FOUND_YOU 1.604
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 0.001
-score FROM_BANK_NOAUTH 0.998
+score FROM_ADDR_WS 0.039
+score FROM_BANK_NOAUTH 0.978
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.343
-score FROM_IN_TO_AND_SUBJ 1.411
-score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 0.973
-score FROM_MISSP_EH_MATCH 0.777
-score FROM_MISSP_FREEMAIL 2.489
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.906
+score FROM_IN_TO_AND_SUBJ 1.899
+score FROM_MISSPACED 1.999
+score FROM_MISSP_DYNIP 0.983
+score FROM_MISSP_EH_MATCH 0.788
+score FROM_MISSP_FREEMAIL 2.492
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.794
-score FROM_MISSP_REPLYTO 0.588
-score FROM_MISSP_SPF_FAIL 0.999
-score FROM_MISSP_TO_UNDISC 1.300
+score FROM_MISSP_PHISH 2.846
+score FROM_MISSP_REPLYTO 0.591
+score FROM_MISSP_SPF_FAIL 1.093
+score FROM_MISSP_TO_UNDISC 1.616
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.497
-score FROM_NTLD_REPLY_FREEMAIL 1.042
-score FROM_PAYPAL_SPOOF 0.046
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_UNBAL1 1.321
-score FROM_WSP_TRAIL 2.696
-score FSL_BULK_SIG 0.072
+score FROM_MISSP_XPRIO 2.499
+score FROM_NTLD_REPLY_FREEMAIL 0.353
+score FROM_PAYPAL_SPOOF 0.045
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_UNBAL1 1.311
+score FROM_WSP_TRAIL 2.699
+score FSL_BULK_SIG 0.076
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.381
-score FUZZY_IMPORTANT 2.596
-score FUZZY_PRIVACY 2.596
-score FUZZY_SECURITY 2.796
+score FUZZY_AMAZON 2.499
+score FUZZY_IMPORTANT 2.599
+score FUZZY_PRIVACY 2.600
+score FUZZY_SECURITY 2.800
score FUZZY_WALLET 0.001
-score GB_BITCOIN_CP 2.999
+score GB_BITCOIN_CP 2.423
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.720
+score GB_FAKE_RF_SHORT 1.730
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 4.659
-score GOOG_MALWARE_DNLD 3.105
-score GOOG_REDIR_HTML_ONLY 1.997
+score GB_HASHBL_BTC 4.707
+score GOOG_MALWARE_DNLD 2.151
+score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.223
-score GOOG_STO_NOIMG_HTML 1.773
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 2.497
+score GOOG_STO_IMG_HTML 2.226
+score GOOG_STO_NOIMG_HTML 1.780
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 2.500
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 1.639
+score HDR_ORDER_FTSDMCXX_NORDNS 2.423
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.248
-score HELO_NO_DOMAIN 0.543
-score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 1.128
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.273
+score HELO_MISC_IP 0.249
+score HELO_NO_DOMAIN 0.578
+score HK_LOTTO 1.000
+score HK_NAME_FM_MR_MRS 1.113
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.269
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.997
-score HOSTED_IMG_DIRECT_MX 3.009
-score HOSTED_IMG_FREEM 1.102
-score HOSTED_IMG_MULTI_PUB_01 1.929
-score HREF_EMPTY_NORDNS 0.144
-score HTML_ENTITY_ASCII 2.996
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 1.202
+score HOSTED_IMG_FREEM 1.696
+score HOSTED_IMG_MULTI_PUB_01 1.927
+score HREF_EMPTY_NORDNS 0.251
+score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.755
-score HTML_OFF_PAGE 1.658
-score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.633
-score HTML_TEXT_INVISIBLE_FONT 0.490
-score HTML_TEXT_INVISIBLE_STYLE 0.539
+score HTML_OFF_PAGE 1.504
+score HTML_SINGLET_MANY 2.499
+score HTML_TAG_BALANCE_CENTER 2.630
+score HTML_TEXT_INVISIBLE_FONT 0.489
+score HTML_TEXT_INVISIBLE_STYLE 0.644
score IMG_DIRECT_TO_MX 0.001
-score IMG_ONLY_FM_DOM_INFO 2.497
-score JH_SPAMMY_HEADERS 3.496
+score IMG_ONLY_FM_DOM_INFO 2.499
+score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.257
-score LIST_PARTIAL_SHORT_MSG 1.545
-score LONGLN_LOW_CONTRAST 0.448
-score LONG_HEX_URI 2.184
+score LIST_PARTIAL_SHORT_MSG 1.539
+score LONGLN_LOW_CONTRAST 0.576
+score LONG_HEX_URI 2.193
score LONG_IMG_URI 0.439
-score LONG_INVISIBLE_TEXT 2.099
-score LOTS_OF_MONEY 0.009
-score MALFORMED_FREEMAIL 2.259
-score MALWARE_NORDNS 1.472
-score MANY_SUBDOM 3.096
-score MAY_BE_FORGED 2.297
+score LONG_INVISIBLE_TEXT 2.095
+score LOTS_OF_MONEY 0.010
+score MALFORMED_FREEMAIL 2.243
+score MALWARE_NORDNS 0.027
+score MANY_SUBDOM 3.099
+score MAY_BE_FORGED 2.299
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.112
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.057
-score MIXED_CENTER_CASE 1.889
-score MIXED_ES 2.097
-score MIXED_HREF_CASE 1.997
+score MIME_NO_TEXT 0.001
+score MIXED_CENTER_CASE 1.506
+score MIXED_ES 2.099
+score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001 # force non-zero
-score MONEY_FORM_SHORT 2.497
-score MONEY_FRAUD_3 0.044
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 2.499
+score MONEY_FRAUD_3 1.830
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.096
-score MONEY_FREEMAIL_REPTO 1.377
-score MONEY_FROM_41 1.997
+score MONEY_FRAUD_8 3.099
+score MONEY_FREEMAIL_REPTO 1.493
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.497
-score MSGID_HDR_MALF 3.496
-score MSGID_NOFQDN1 1.938
+score MONEY_NOHTML 2.499
+score MSGID_HDR_MALF 3.499
+score MSGID_NOFQDN1 1.946
score NA_DOLLARS 0.001
-score NICE_REPLY_A -4.098
-score NORDNS_LOW_CONTRAST 1.326
+score NICE_REPLY_A -1.980
+score NORDNS_LOW_CONTRAST 1.224
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.432
+score NSL_RCVD_HELO_USER 1.576
score OBFU_TEXT_ATTACH 1.599
-score PDS_BAD_THREAD_QP_64 0.001
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.999
-score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_EMPTYSUBJ_URISHRT 1.233
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.368
+score PDS_BAD_THREAD_QP_64 0.001 # force non-zero
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.549
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_EMPTYSUBJ_URISHRT 0.533
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.167
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.209
+score PDS_FRNOM_TODOM_NAKED_TO 0.207
score PDS_FROM_NAME_TO_DOMAIN 0.001
-score PDS_HELO_SPF_FAIL 1.997
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.998
-score PDS_PHP_EVAL 1.494
-score PDS_TINYSUBJ_URISHRT 0.664
-score PHP_ORIG_SCRIPT_EVAL 2.226
-score PHP_SCRIPT 2.497
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_PHP_EVAL 0.904
+score PDS_TINYSUBJ_URISHRT 1.370
+score PHP_ORIG_SCRIPT_EVAL 2.810
+score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.956
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 0.489
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 1.339
-score REPTO_419_FRAUD_GM_LOOSE 0.998
+score REPTO_419_FRAUD_GM 1.501
+score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.596
-score SCC_CANSPAM_1 2.189
-score SCC_CANSPAM_2 3.475
-score SCC_CTMPP 0.920
-score SCC_ISEMM_LID_1B 1.498
-score SCC_SPAMMER_ADDR_2 1.319
-score SENDGRID_REDIR 1.498
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 0.840
+score SCC_BODY_URI_ONLY 2.599
+score SCC_CANSPAM_1 2.748
+score SCC_CANSPAM_2 3.394
+score SCC_CTMPP 0.516
+score SCC_ISEMM_LID_1B 1.499
+score SCC_SPAMMER_ADDR_2 0.936
+score SENDGRID_REDIR 1.499
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENER_SHORT_IMG 0.844
score SHORTENER_SHORT_SUBJ 0.001
score SHORT_SHORTNER 0.001
-score SPAM_CWINDOWSNET 0.545
-score SPOOFED_FREEMAIL 0.069
+score SPAM_CWINDOWSNET 2.732
+score SPOOFED_FREEMAIL 0.082
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.497
-score SPOOF_GMAIL_MID 1.498
-score STATIC_XPRIO_OLE 0.761
+score SPOOFED_FREEM_REPTO 2.499
+score SPOOF_GMAIL_MID 1.499
+score STATIC_XPRIO_OLE 0.767
score STY_INVIS_DIRECT 0.001
-score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_COMBO 1.707
-score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_MANY 0.240
-score SUSP_UTF8_WORD_SUBJ 1.514
-score THIS_AD 2.297
-score THIS_IS_ADV_SUSP_NTLD 1.499
+score SUBJ_ATTENTION 0.500
+score SUSP_UTF8_WORD_COMBO 1.735
+score SUSP_UTF8_WORD_FROM 1.999
+score SUSP_UTF8_WORD_MANY 0.001
+score SUSP_UTF8_WORD_SUBJ 1.729
+score THIS_AD 2.299
+score THIS_IS_ADV_SUSP_NTLD 1.139
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 1.722
-score TO_EQ_FM_DOM_HTML_ONLY 1.100
+score TO_EQ_FM_DOM_HTML_IMG 2.299
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.630
-score TO_EQ_FM_SPF_FAIL 0.055
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 0.057
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.781
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 1.866
-score TO_NO_BRKTS_NORDNS_HTML 1.214
-score TO_NO_BRKTS_PCNT 2.395
-score TRANSFORM_LIFE 2.497
-score TVD_SPACE_ENCODED 2.281
+score TO_EQ_FM_HTML_ONLY 1.697
+score TO_EQ_FM_SPF_FAIL 0.006
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 1.958
+score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NO_BRKTS_HTML_IMG 1.791
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 1.861
+score TO_NO_BRKTS_NORDNS_HTML 1.223
+score TO_NO_BRKTS_PCNT 2.398
+score TRANSFORM_LIFE 2.499
+score TVD_SPACE_ENCODED 2.284
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.596
-score UNDISC_MONEY 2.896
-score UNICODE_OBFU_ASC 2.497
+score UNDISC_FREEM 2.600
+score UNDISC_MONEY 2.899
+score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_AZURE_CLOUDAPP 2.996
-score URI_CLOUDFLAREIPFS 2.497
-score URI_DOTEDU 1.997
-score URI_DOTTY_HEX 1.466
-score URI_GOOGLE_PROXY 2.097
-score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 2.144
-score URI_ONLY_MSGID_MALF 1.997
-score URI_PHISH 2.995
-score URI_TRY_3LD 1.997
-score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.054
-score VISTA_COST 1.880
-score VISTA_TONOM_EQ_TOLOC 0.448
-score WIKI_IMG 2.596
-score WORD_INVIS 1.896
-score WORD_INVIS_MANY 2.996
+score URI_AZURE_CLOUDAPP 2.999
+score URI_CLOUDFLAREIPFS 2.499
+score URI_DOTEDU 1.999
+score URI_DOTTY_HEX 1.723
+score URI_GOOGLE_PROXY 2.099
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_IMG_CWINDOWSNET 1.556
+score URI_ONLY_MSGID_MALF 2.000
+score URI_PHISH 3.119
+score URI_TRY_3LD 1.999
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 1.826
+score VISTA_COST 1.424
+score VISTA_TONOM_EQ_TOLOC 0.456
+score WIKI_IMG 2.599
+score WORD_INVIS 1.897
+score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_RANDOM 2.497
-score XM_RECPTID 2.404
-score XPRIO 0.983
-score YOU_INHERIT 1.573
+score XM_RANDOM 2.499
+score XM_RECPTID 2.394
+score XPRIO 1.730
+score YOU_INHERIT 0.921
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -337,6 +336,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916116&r1=1916115&r2=1916116&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Mar 5 02:56:02 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 489683 66.785% (99.365% of non-spam corpus)
-# Correctly spam: 170192 23.212% (70.793% of spam corpus)
-# False positives: 3129 0.427% (0.635% of nonspam, 45956 weighted)
-# False negatives: 70216 9.576% (29.207% of spam, 127371 weighted)
-# Average score for spam: 8.0 nonspam: 0.5
-# Average for false-pos: 6.0 false-neg: 1.8
-# TOTAL: 733220 100.00%
+# Correctly non-spam: 489691 66.113% (99.361% of non-spam corpus)
+# Correctly spam: 176434 23.820% (71.187% of spam corpus)
+# False positives: 3149 0.425% (0.639% of nonspam, 48060 weighted)
+# False negatives: 71412 9.641% (28.813% of spam, 132435 weighted)
+# Average score for spam: 8.0 nonspam: 0.6
+# Average for false-pos: 6.1 false-neg: 1.9
+# TOTAL: 740686 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61143 99.38%
-# Correctly spam: 21274 70.74%
-# False positives: 383 0.62%
-# False negatives: 8798 29.26%
-# TCR(l=50): 1.075998 SpamRecall: 70.744% SpamPrec: 98.232%
+# Correctly non-spam: 61183 99.43%
+# Correctly spam: 21975 71.04%
+# False positives: 348 0.57%
+# False negatives: 8958 28.96%
+# TCR(l=50): 1.173572 SpamRecall: 71.041% SpamPrec: 98.441%
##### 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: 483951 98.20%
-# Correctly spam: 105705 43.97%
-# False positives: 8861 1.80%
-# False negatives: 134703 56.03%
-# TCR(l=50): 0.416109 SpamRecall: 43.969% SpamPrec: 92.266%
+# Correctly non-spam: 483921 98.19%
+# Correctly spam: 108296 43.69%
+# False positives: 8919 1.81%
+# False negatives: 139550 56.31%
+# TCR(l=50): 0.423307 SpamRecall: 43.695% SpamPrec: 92.391%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 60394 98.16%
-# Correctly spam: 13292 44.20%
-# False positives: 1132 1.84%
-# False negatives: 16780 55.80%
-# TCR(l=50): 0.409812 SpamRecall: 44.201% SpamPrec: 92.152%
+# Correctly non-spam: 60459 98.26%
+# Correctly spam: 13602 43.97%
+# False positives: 1072 1.74%
+# False negatives: 17331 56.03%
+# TCR(l=50): 0.436100 SpamRecall: 43.972% SpamPrec: 92.695%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916116&r1=1916115&r2=1916116&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Mar 5 02:56:02 2024
@@ -1,11 +1,11 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 492334 66.792% (99.553% of non-spam corpus)
-# Correctly spam: 189141 25.660% (77.973% of spam corpus)
-# False positives: 2212 0.300% (0.447% of nonspam, 75566 weighted)
-# False negatives: 53431 7.249% (22.027% of spam, 96879 weighted)
-# Average score for spam: 11.9 nonspam: -1.1
+# Correctly non-spam: 492317 66.789% (99.549% of non-spam corpus)
+# Correctly spam: 189594 25.721% (78.160% of spam corpus)
+# False positives: 2229 0.302% (0.451% of nonspam, 75995 weighted)
+# False negatives: 52978 7.187% (21.840% of spam, 94586 weighted)
+# Average score for spam: 11.9 nonspam: -1.0
# Average for false-pos: 7.0 false-neg: 1.8
# TOTAL: 737118 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61441 99.51%
-# Correctly spam: 23636 77.90%
-# False positives: 301 0.49%
-# False negatives: 6707 22.10%
-# TCR(l=50): 1.394632 SpamRecall: 77.896% SpamPrec: 98.743%
+# Correctly non-spam: 61437 99.51%
+# Correctly spam: 23658 77.97%
+# False positives: 305 0.49%
+# False negatives: 6685 22.03%
+# TCR(l=50): 1.383314 SpamRecall: 77.969% SpamPrec: 98.727%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...