Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1915883&r1=1915882&r2=1915883&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Tue Feb 20 02:46:10 2024
@@ -1,246 +1,242 @@
-# Using score set 0 logs for revision 1915857 from:
-# ham-ena-week0.r1915857.log ham-ena-week1.r1915857.log ham-ena-week2.r1915857.log ham-ena-week3.r1915857.log ham-ena-week4.r1915857.log ham-giovanni-ham.r1915857.log ham-giovanni-spammy.r1915857.log ham-giovanni-spam.r1915857.log ham-grenier.r1915857.log ham-hege.r1915857.log ham-jhardin.r1915857.log ham-llanga.r1915857.log ham-mmiroslaw-mails-ham.r1915857.log ham-mmiroslaw-mails-spam.r1915857.log ham-spamsponge.r1915857.log ham-tsz-corpus.r1915857.log ham-whyscream.r1915857.log spam-ena-week0.r1915857.log spam-ena-week1.r1915857.log spam-ena-week2.r1915857.log spam-ena-week3.r1915857.log spam-ena-week4.r1915857.log spam-giovanni-ham.r1915857.log spam-giovanni-spammy.r1915857.log spam-giovanni-spam.r1915857.log spam-grenier.r1915857.log spam-hege.r1915857.log spam-jhardin.r1915857.log spam-llanga.r1915857.log spam-mmiroslaw-mails-ham.r1915857.log spam-mmiroslaw-mails-spam.r1915857.log spam-spamsponge.r1915857.log spam-tsz-corpus.r1915857.log spam-whyscream.r1915857.log
+# Using score set 0 logs for revision 1915866 from:
+# ham-ena-week0.r1915866.log ham-ena-week1.r1915866.log ham-ena-week2.r1915866.log ham-ena-week3.r1915866.log ham-ena-week4.r1915866.log ham-giovanni-ham.r1915866.log ham-giovanni-spammy.r1915866.log ham-giovanni-spam.r1915866.log ham-grenier.r1915866.log ham-hege.r1915866.log ham-jhardin.r1915866.log ham-llanga.r1915866.log ham-mmiroslaw-mails-ham.r1915866.log ham-mmiroslaw-mails-spam.r1915866.log ham-spamsponge.r1915866.log ham-tsz-corpus.r1915866.log ham-whyscream.r1915866.log spam-ena-week0.r1915866.log spam-ena-week1.r1915866.log spam-ena-week2.r1915866.log spam-ena-week3.r1915866.log spam-ena-week4.r1915866.log spam-giovanni-ham.r1915866.log spam-giovanni-spammy.r1915866.log spam-giovanni-spam.r1915866.log spam-grenier.r1915866.log spam-hege.r1915866.log spam-jhardin.r1915866.log spam-llanga.r1915866.log spam-mmiroslaw-mails-ham.r1915866.log spam-mmiroslaw-mails-spam.r1915866.log spam-spamsponge.r1915866.log spam-tsz-corpus.r1915866.log spam-whyscream.r1915866.log
-score ACCT_PHISHING_MANY 2.551
+score ACCT_PHISHING_MANY 2.553
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.129
-score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.102
+score ADVANCE_FEE_2_NEW_MONEY 2.000
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.299
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.824
-score ADVANCE_FEE_4_NEW_MONEY 0.133
+score ADVANCE_FEE_4_NEW 2.100
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.708
+score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.500
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.439
-score BITCOIN_DEADLINE 2.698
-score BITCOIN_EXTORT_01 2.104
-score BITCOIN_MALWARE 3.287
-score BITCOIN_ONAN 1.066
-score BITCOIN_PAY_ME 0.186
+score BITCOIN_DEADLINE 2.767
+score BITCOIN_EXTORT_01 2.106
+score BITCOIN_MALWARE 2.532
+score BITCOIN_ONAN 2.496
+score BITCOIN_PAY_ME 1.811
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 1.381
+score BITCOIN_SPAM_03 1.273
+score BITCOIN_SPAM_07 1.446
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 3.119
+score BITCOIN_TOEQFM 3.055
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
-score BODY_SINGLE_URI 1.970
-score BODY_SINGLE_WORD 0.493
-score BODY_URI_ONLY 0.169
+score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_WORD 0.001
+score BODY_URI_ONLY 0.237
score BOGUS_MIME_VERSION 3.499
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 0.324
-score DEAR_BENEFICIARY 3.099
+score DATE_IN_FUTURE_Q_PLUS 2.915
+score DEAR_BENEFICIARY 2.999
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -1.000
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 1.055
+score FILL_THIS_FORM 0.809
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.961
-score FONT_INVIS_LONG_LINE 2.539
+score FONT_INVIS_HTML_NOHTML 2.882
+score FONT_INVIS_LONG_LINE 2.243
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.755
+score FONT_INVIS_POSTEXTRAS 2.760
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.493
-score FORM_FRAUD_5 2.942
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_ADDR_WS 2.000
-score FROM_IN_TO_AND_SUBJ 1.799
-score FROM_MISSPACED 1.838
-score FROM_MISSP_DYNIP 1.854
-score FROM_MISSP_EH_MATCH 1.683
-score FROM_MISSP_FREEMAIL 2.701
-score FROM_MISSP_MSFT 0.647
-score FROM_MISSP_PHISH 2.911
+score FORM_FRAUD_3 1.137
+score FORM_FRAUD_5 1.118
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROM_ADDR_WS 1.999
+score FROM_IN_TO_AND_SUBJ 1.699
+score FROM_MISSPACED 1.999
+score FROM_MISSP_DYNIP 1.146
+score FROM_MISSP_EH_MATCH 1.901
+score FROM_MISSP_FREEMAIL 2.791
+score FROM_MISSP_MSFT 0.244
+score FROM_MISSP_PHISH 0.174
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 0.385
+score FROM_MISSP_TO_UNDISC 1.254
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.239
-score FROM_UNBAL2 2.399
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_UNBAL1 2.246
+score FROM_UNBAL2 2.299
score FROM_WSP_TRAIL 2.799
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 2.899
-score FSL_HELO_FAKE 2.599
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.299
-score FUZZY_IMPORTANT 2.499
+score FUZZY_IMPORTANT 2.399
score FUZZY_PRIVACY 2.699
score FUZZY_SECURITY 2.599
-score GB_BITCOIN_CP 1.717
-score GB_BITCOIN_NH 0.361
+score GB_BITCOIN_CP 2.999
+score GB_BITCOIN_NH 2.621
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.938
+score GB_FAKE_RF_SHORT 1.939
score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 1.813
+score GOOG_MALWARE_DNLD 3.891
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.407
-score GOOG_STO_IMG_HTML 2.500
-score GOOG_STO_NOIMG_HTML 2.499
+score GOOG_REDIR_NORDNS 2.400
+score GOOG_STO_IMG_HTML 2.499
+score GOOG_STO_NOIMG_HTML 2.500
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.674
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 3.136
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_FM_MR_MRS 1.301
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 1.000
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 0.650
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.005
-score HTML_BADATTR 1.000
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 2.000
-score HTML_OFF_PAGE 3.000
-score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.352
-score HTML_TEXT_INVISIBLE_STYLE 1.309
-score IMG_DIRECT_TO_MX 0.001
+score HOSTED_IMG_FREEM 0.765
+score HOSTED_IMG_MULTI_PUB_01 3.000
+score HREF_EMPTY_NORDNS 0.007
+score HTML_BADATTR 0.999
+score HTML_FONT_TINY_NORDNS 1.999
+score HTML_OFF_PAGE 2.999
+score HTML_SINGLET_MANY 2.500
+score HTML_TEXT_INVISIBLE_FONT 1.184
+score HTML_TEXT_INVISIBLE_STYLE 0.497
score JH_SPAMMY_HEADERS 3.499
-score KHOP_FAKE_EBAY 0.899
+score KHOP_FAKE_EBAY 0.253
score KHOP_HELO_FCRDNS 0.399
-score LIST_PARTIAL_SHORT_MSG 2.418
-score LONGLN_LOW_CONTRAST 1.745
+score LIST_PARTIAL_SHORT_MSG 1.603
+score LONGLN_LOW_CONTRAST 2.042
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.636
-score LONG_INVISIBLE_TEXT 2.440
+score LONG_IMG_URI 1.843
+score LONG_INVISIBLE_TEXT 2.240
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.055
-score MALWARE_NORDNS 2.971
+score MALFORMED_FREEMAIL 2.053
+score MALWARE_NORDNS 2.747
score MANY_SUBDOM 3.299
-score MAY_BE_FORGED 2.099
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.794
-score MIMEOLE_DIRECT_TO_MX 0.502
+score MILLION_USD 1.166
+score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.099
-score MIXED_FONT_CASE 1.161
-score MIXED_HREF_CASE 1.940
-score MONEY_ATM_CARD 2.106
+score MIXED_ES 2.199
+score MIXED_FONT_CASE 2.499
+score MIXED_HREF_CASE 1.941
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.272
-score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_3 1.423
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 3.099
-score MONEY_FREEMAIL_REPTO 3.000
+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 0.836
-score MSGID_NOFQDN1 0.399
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.515
-score NORDNS_LOW_CONTRAST 0.141
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score MONEY_NOHTML 2.500
+score MSGID_HDR_MALF 2.946
+score MSGID_NOFQDN1 1.004
+score NA_DOLLARS 0.736
+score NICE_REPLY_A -2.679
+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 OBFU_TEXT_ATTACH 1.599
-score PDS_BAD_THREAD_QP_64 1.000
+score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.389
+score PDS_EMPTYSUBJ_URISHRT 0.323
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HP_HELO_NORDNS 0.999
score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 0.872
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 2.000
+score PDS_PHP_EVAL 1.500
+score PDS_TINYSUBJ_URISHRT 0.001
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
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 RCVD_DOTEDU_SUSP 0.256
-score RCVD_DOTEDU_SUSP_URI 1.220
-score REPTO_419_FRAUD_GM 3.000
+score RATWARE_NO_RDNS 2.861
+score RCVD_DOTEDU_SUSP 1.037
+score RCVD_DOTEDU_SUSP_URI 0.641
+score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score REPTO_419_FRAUD_YJ 1.473
-score RISK_FREE 0.858
+score REPTO_419_FRAUD_YJ 1.905
+score RISK_FREE 0.622
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.938
-score SCC_CANSPAM_1 3.399
-score SCC_CANSPAM_2 2.951
-score SCC_CTMPP 0.884
-score SCC_ISEMM_LID_1B 1.500
-score SCC_SPAMMER_ADDR_2 2.276
+score SCC_BODY_URI_ONLY 1.917
+score SCC_CANSPAM_1 3.499
+score SCC_CANSPAM_2 2.948
+score SCC_CTMPP 1.104
+score SCC_ISEMM_LID_1B 1.499
+score SCC_SPAMMER_ADDR_2 2.215
score SENDGRID_REDIR 1.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
score SHORTENER_SHORT_SUBJ 2.999
score SHORT_SHORTNER 1.999
-score SPAM_CWINDOWSNET 1.396
-score SPOOFED_FREEMAIL_NO_RDNS 0.499
+score SPAM_CWINDOWSNET 1.173
+score SPOOFED_FREEMAIL_NO_RDNS 0.528
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.205
+score STATIC_XPRIO_OLE 1.647
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_FROM 2.000
+score SUSP_UTF8_WORD_FROM 1.999
score THIS_AD 2.099
-score THIS_IS_ADV_SUSP_NTLD 1.000
+score THIS_IS_ADV_SUSP_NTLD 0.419
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.099
+score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.600
+score TO_NO_BRKTS_HTML_IMG 1.591
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.250
+score TO_NO_BRKTS_MSFT 1.650
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
-score TVD_RCVD_SPACE_BRACKET 0.381
-score TVD_SPACE_ENCODED 2.497
-score TVD_SPACE_RATIO_MINFP 2.499
-score UNDISC_FREEM 2.700
+score TVD_RCVD_SPACE_BRACKET 1.331
+score TVD_SPACE_ENCODED 2.499
+score TVD_SPACE_RATIO_MINFP 2.351
+score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.999
-score UNICODE_OBFU_ASC 2.500
+score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_AZURE_CLOUDAPP 2.999
score URI_DOTEDU 1.999
-score URI_DOTTY_HEX 1.302
-score URI_DQ_UNSUB 2.399
-score URI_GOOGLE_PROXY 2.199
+score URI_DOTTY_HEX 0.991
+score URI_DQ_UNSUB 2.299
+score URI_GOOGLE_PROXY 2.050
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.135
-score URI_ONLY_MSGID_MALF 0.392
-score URI_PHISH 3.929
+score URI_IMG_CWINDOWSNET 2.739
+score URI_ONLY_MSGID_MALF 0.494
+score URI_PHISH 3.999
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.599
score URI_WP_HACKED 3.500
-score URI_WP_HACKED_2 2.256
-score VFY_ACCT_NORDNS 2.876
-score VISTA_TONOM_EQ_TOLOC 2.500
-score WIKI_IMG 3.199
-score WORD_INVIS 1.581
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.623
+score VISTA_TONOM_EQ_TOLOC 2.499
+score WIKI_IMG 3.299
+score WORD_INVIS 1.582
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
-score XM_RECPTID 3.000
-score XPRIO 0.228
-score YOU_INHERIT 1.022
+score XM_RECPTID 2.999
+score XPRIO 0.490
+score YOU_INHERIT 1.424
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -306,7 +302,6 @@ 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
@@ -315,6 +310,7 @@ score HOSTED_IMG_MULTI 1.0
score HREF_EMPTY_PHPMAIL 1.000
score HREF_EMPTY_XANTIABUSE 1.000
score HREF_EMPTY_XAUTHED 1.000
+score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
@@ -326,6 +322,7 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_IMG_CASE 1.000
@@ -339,7 +336,6 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
score ODD_FREEM_REPTO 1.000
-score PDS_NAKED_TO_NUMERO 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915883&r1=1915882&r2=1915883&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Feb 20 02:46:10 2024
@@ -5,220 +5,217 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.606
-score ADMITS_SPAM 2.900
+score AC_POST_EXTRAS 0.779
+score ADMITS_SPAM 2.899
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.265
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 0.001 # force non-zero
-score ADVANCE_FEE_4_NEW_MONEY 0.211
+score ADVANCE_FEE_4_NEW 0.408
+score ADVANCE_FEE_4_NEW_MONEY 0.181
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.107
+score AD_PREFS 0.198
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.599
-score BITCOIN_DEADLINE 0.950
-score BITCOIN_EXTORT_01 1.269
-score BITCOIN_MALWARE 1.968
-score BITCOIN_PAY_ME 0.783
-score BITCOIN_SPAM_02 2.500
-score BITCOIN_SPAM_05 1.433
+score BITCOIN_DEADLINE 1.132
+score BITCOIN_EXTORT_01 1.190
+score BITCOIN_MALWARE 2.048
+score BITCOIN_PAY_ME 0.605
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_05 1.398
score BITCOIN_SPAM_07 0.001
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 0.775
+score BITCOIN_TOEQFM 0.767
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.269
-score BODY_SINGLE_WORD 0.179
+score BODY_SINGLE_URI 0.911
+score BODY_SINGLE_WORD 0.573
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 2.734
+score BOGUS_MIME_VERSION 2.767
score CK_HELO_GENERIC 0.250
-score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 1.057
-score DEAR_BENEFICIARY 2.448
-score DKIMWL_WL_HIGH -0.072
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DATE_IN_FUTURE_Q_PLUS 0.487
+score DEAR_BENEFICIARY 2.449
+score DKIMWL_WL_HIGH -0.050
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.900
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.047
-score FONT_INVIS_NORDNS 0.895
-score FONT_INVIS_POSTEXTRAS 1.893
-score FORGED_SPF_HELO 2.687
-score FORM_FRAUD_3 2.406
-score FORM_FRAUD_5 2.452
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 0.291
+score FONT_INVIS_MSGID 1.049
+score FONT_INVIS_NORDNS 0.818
+score FONT_INVIS_POSTEXTRAS 1.821
+score FORGED_SPF_HELO 2.700
+score FORM_FRAUD_3 1.819
+score FORM_FRAUD_5 2.019
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 0.376
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.248
-score FROM_IN_TO_AND_SUBJ 1.107
+score FROM_GOV_DKIM_AU -0.349
+score FROM_IN_TO_AND_SUBJ 1.202
score FROM_MISSPACED 1.999
score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 1.816
-score FROM_MISSP_MSFT 1.346
-score FROM_MISSP_REPLYTO 1.604
-score FROM_MISSP_SPF_FAIL 1.724
-score FROM_MISSP_TO_UNDISC 2.650
-score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 1.794
+score FROM_MISSP_MSFT 1.341
+score FROM_MISSP_REPLYTO 1.606
+score FROM_MISSP_SPF_FAIL 1.596
+score FROM_MISSP_TO_UNDISC 2.864
+score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_PAYPAL_SPOOF 1.599
+score FROM_PAYPAL_SPOOF 0.425
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.935
+score FSL_BULK_SIG 0.934
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.499
-score FSL_HELO_FAKE 0.054
+score FSL_HAS_TINYURL 2.399
score FSL_NEW_HELO_USER 0.001
-score FUZZY_IMPORTANT 2.499
+score FUZZY_IMPORTANT 2.500
score FUZZY_PRIVACY 2.699
-score GB_BITCOIN_CP 2.255
+score GB_BITCOIN_CP 2.377
score GB_CUSTOM_HTM_URI 1.499
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
score GB_HASHBL_BTC 0.001
-score GOOG_MALWARE_DNLD 4.120
+score GOOG_MALWARE_DNLD 4.442
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 0.813
-score GOOG_STO_IMG_HTML 2.545
-score GOOG_STO_NOIMG_HTML 1.525
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.317
+score GOOG_REDIR_NORDNS 1.000
+score GOOG_STO_IMG_HTML 2.524
+score GOOG_STO_NOIMG_HTML 1.523
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.316
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.173
+score HDR_ORDER_FTSDMCXX_NORDNS 1.588
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.711
+score HELO_NO_DOMAIN 0.600
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.441
+score HK_NAME_FM_MR_MRS 0.470
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.697
+score HOSTED_IMG_DIRECT_MX 2.402
score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI_PUB_01 3.000
-score HREF_EMPTY_NORDNS 0.261
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HREF_EMPTY_NORDNS 0.313
score HTML_BADATTR 0.999
-score HTML_FONT_TINY_NORDNS 1.614
+score HTML_FONT_TINY_NORDNS 1.738
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 2.000
-score HTML_TEXT_INVISIBLE_STYLE 1.698
-score IMG_DIRECT_TO_MX 1.497
+score HTML_TEXT_INVISIBLE_FONT 1.999
+score HTML_TEXT_INVISIBLE_STYLE 1.420
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.208
-score LIST_PARTIAL_SHORT_MSG 1.002
-score LONGLN_LOW_CONTRAST 0.164
-score LONG_HEX_URI 2.325
-score LONG_IMG_URI 0.435
-score LONG_INVISIBLE_TEXT 2.690
+score KHOP_HELO_FCRDNS 0.183
+score LIST_PARTIAL_SHORT_MSG 1.005
+score LONGLN_LOW_CONTRAST 0.320
+score LONG_HEX_URI 2.332
+score LONG_IMG_URI 0.438
+score LONG_INVISIBLE_TEXT 2.698
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
score MALFORMED_FREEMAIL 2.199
score MANY_SUBDOM 2.799
-score MILLION_HUNDRED 0.001
-score MILLION_USD 0.849
+score MILLION_HUNDRED 0.001 # force non-zero
+score MILLION_USD 0.851
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_CENTER_CASE 1.634
+score MIXED_CENTER_CASE 1.510
score MIXED_ES 2.099
-score MIXED_FONT_CASE 1.299
-score MIXED_HREF_CASE 2.000
-score MONEY_ATM_CARD 1.467
+score MIXED_FONT_CASE 1.965
+score MIXED_HREF_CASE 1.999
+score MONEY_ATM_CARD 0.859
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.321
+score MONEY_FRAUD_3 1.293
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 2.999
-score MONEY_FREEMAIL_REPTO 1.401
+score MONEY_FREEMAIL_REPTO 1.362
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_HDR_MALF 1.237
-score MSGID_NOFQDN1 1.421
+score MSGID_HDR_MALF 2.213
+score MSGID_NOFQDN1 1.425
score NA_DOLLARS 0.001
-score NICE_REPLY_A -1.286
-score NORDNS_LOW_CONTRAST 0.966
-score NO_FM_NAME_IP_HOSTN 0.318
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.320
-score OBFU_TEXT_ATTACH 1.448
+score NICE_REPLY_A -3.297
+score NORDNS_LOW_CONTRAST 0.913
+score NO_FM_NAME_IP_HOSTN 0.554
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.041
+score OBFU_TEXT_ATTACH 1.497
score PDS_BAD_THREAD_QP_64 0.001
-score PDS_BTC_ID 0.001
-score PDS_BTC_MSGID 0.905
+score PDS_BTC_ID 0.001 # force non-zero
+score PDS_BTC_MSGID 0.847
score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.399
-score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_FRNOM_TODOM_NAKED_TO 1.423
+score PDS_FROM_NAME_TO_DOMAIN 1.993
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 2.000
+score PDS_OTHER_BAD_TLD 1.999
score PDS_TINYSUBJ_URISHRT 0.001
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.851
-score PHP_SCRIPT 2.296
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.840
+score PHP_SCRIPT 2.297
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RCVD_DOTEDU_SUSP 1.999
-score RCVD_DOTEDU_SUSP_URI 1.929
+score RCVD_DOTEDU_SUSP 0.717
+score RCVD_DOTEDU_SUSP_URI 1.201
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
-score RCVD_IN_MSPIKE_H2 -0.001
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
score SCC_BODY_URI_ONLY 2.699
-score SCC_CANSPAM_1 0.676
+score SCC_CANSPAM_1 1.662
score SCC_CANSPAM_2 2.999
-score SCC_CTMPP 0.001
-score SCC_ISEMM_LID_1B 1.500
-score SCC_SPAMMER_ADDR_2 1.196
-score SENDGRID_REDIR 1.067
+score SCC_CTMPP 1.169
+score SCC_ISEMM_LID_1B 1.499
+score SCC_SPAMMER_ADDR_2 1.128
+score SENDGRID_REDIR 1.065
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
score SHORTENER_SHORT_SUBJ 0.001
-score SHORT_SHORTNER 1.999
-score SPAM_CWINDOWSNET 1.472
+score SHORT_SHORTNER 1.971
+score SPAM_CWINDOWSNET 2.346
score SPOOFED_FREEMAIL 0.001
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 1.127
-score STATIC_XPRIO_OLE 0.365
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEM_REPTO 1.123
+score STATIC_XPRIO_OLE 0.642
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
-score THIS_AD 1.369
-score TO_EQ_FM_DIRECT_MX 1.295
-score TO_EQ_FM_DOM_SPF_FAIL 0.940
-score TO_EQ_FM_SPF_FAIL 0.009
+score THIS_AD 1.546
+score TO_EQ_FM_DIRECT_MX 1.199
+score TO_EQ_FM_DOM_SPF_FAIL 0.979
+score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.157
-score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 1.977
+score TO_NAME_SUBJ_NO_RDNS 1.963
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.024
-score TO_NO_BRKTS_NORDNS_HTML 1.417
-score TO_NO_BRKTS_PCNT 2.400
+score TO_NO_BRKTS_MSFT 2.026
+score TO_NO_BRKTS_NORDNS_HTML 1.325
+score TO_NO_BRKTS_PCNT 2.398
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.399
score UNDISC_MONEY 2.899
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_DOTEDU 0.426
-score URI_DQ_UNSUB 1.164
+score URI_DOTEDU 0.254
+score URI_DQ_UNSUB 1.103
score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 1.967
+score URI_IMG_CWINDOWSNET 1.950
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.906
+score URI_PHISH 3.028
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.399
score URI_WP_HACKED_2 2.499
score WIKI_IMG 2.299
-score WORD_INVIS 1.900
-score WORD_INVIS_MANY 2.750
+score WORD_INVIS 1.898
+score WORD_INVIS_MANY 2.751
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
-score XPRIO 0.001 # force non-zero
-score YOU_INHERIT 1.321
+score XPRIO 0.001
+score YOU_INHERIT 1.814
score ACCT_PHISHING_MANY 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -342,7 +339,6 @@ score NEW_PRODUCTS 1.0
score OBFU_BITCOIN 1.000
score ODD_FREEM_REPTO 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
-score PDS_NAKED_TO_NUMERO 1.000
score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915883&r1=1915882&r2=1915883&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Feb 20 02:46:10 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 488582 63.152% (99.333% of non-spam corpus)
-# Correctly spam: 206147 26.646% (73.155% of spam corpus)
-# False positives: 3283 0.424% (0.667% of nonspam, 56790 weighted)
-# False negatives: 75646 9.778% (26.845% of spam, 144507 weighted)
-# Average score for spam: 7.9 nonspam: 0.5
+# Correctly non-spam: 488171 63.740% (99.340% of non-spam corpus)
+# Correctly spam: 199379 26.033% (72.642% of spam corpus)
+# False positives: 3244 0.424% (0.660% of nonspam, 54534 weighted)
+# False negatives: 75089 9.804% (27.358% of spam, 140809 weighted)
+# Average score for spam: 8.0 nonspam: 0.5
# Average for false-pos: 6.0 false-neg: 1.9
-# TOTAL: 773658 100.00%
+# TOTAL: 765883 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61089 99.47%
-# Correctly spam: 25626 72.70%
-# False positives: 327 0.53%
-# False negatives: 9623 27.30%
-# TCR(l=50): 1.357140 SpamRecall: 72.700% SpamPrec: 98.740%
+# Correctly non-spam: 61000 99.42%
+# Correctly spam: 24854 72.42%
+# False positives: 357 0.58%
+# False negatives: 9463 27.58%
+# TCR(l=50): 1.256435 SpamRecall: 72.425% SpamPrec: 98.584%
##### 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: 482817 98.16%
-# Correctly spam: 143543 50.94%
-# False positives: 9048 1.84%
-# False negatives: 138250 49.06%
-# TCR(l=50): 0.477090 SpamRecall: 50.939% SpamPrec: 94.070%
+# Correctly non-spam: 482429 98.17%
+# Correctly spam: 137784 50.20%
+# False positives: 8986 1.83%
+# False negatives: 136684 49.80%
+# TCR(l=50): 0.468388 SpamRecall: 50.200% SpamPrec: 93.877%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 60337 98.24%
-# Correctly spam: 17940 50.90%
-# False positives: 1079 1.76%
-# False negatives: 17309 49.10%
-# TCR(l=50): 0.494660 SpamRecall: 50.895% SpamPrec: 94.327%
+# Correctly non-spam: 60246 98.19%
+# Correctly spam: 17287 50.37%
+# False positives: 1111 1.81%
+# False negatives: 17030 49.63%
+# TCR(l=50): 0.472816 SpamRecall: 50.374% SpamPrec: 93.961%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915883&r1=1915882&r2=1915883&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Feb 20 02:46:10 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 468463 78.494% (99.532% of non-spam corpus)
-# Correctly spam: 79247 13.278% (62.822% of spam corpus)
-# False positives: 2203 0.369% (0.468% of nonspam, 40807 weighted)
-# False negatives: 46899 7.858% (37.178% of spam, 102247 weighted)
-# Average score for spam: 7.8 nonspam: -1.0
+# Correctly non-spam: 468478 78.497% (99.535% of non-spam corpus)
+# Correctly spam: 79186 13.268% (62.774% of spam corpus)
+# False positives: 2188 0.367% (0.465% of nonspam, 40576 weighted)
+# False negatives: 46959 7.868% (37.226% of spam, 102541 weighted)
+# Average score for spam: 7.8 nonspam: -1.1
# Average for false-pos: 6.9 false-neg: 2.2
-# TOTAL: 596812 100.00%
+# TOTAL: 596811 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 58452 99.53%
-# Correctly spam: 9951 62.83%
-# False positives: 274 0.47%
-# False negatives: 5887 37.17%
-# TCR(l=50): 0.808598 SpamRecall: 62.830% SpamPrec: 97.320%
+# Correctly non-spam: 58454 99.54%
+# Correctly spam: 9948 62.81%
+# False positives: 272 0.46%
+# False negatives: 5890 37.19%
+# TCR(l=50): 0.812622 SpamRecall: 62.811% SpamPrec: 97.339%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 468969 99.64%
-# Correctly spam: 27704 21.96%
+# Correctly spam: 27711 21.97%
# False positives: 1697 0.36%
-# False negatives: 98442 78.04%
-# TCR(l=50): 0.688224 SpamRecall: 21.962% SpamPrec: 94.228%
+# False negatives: 98434 78.03%
+# TCR(l=50): 0.688249 SpamRecall: 21.968% SpamPrec: 94.229%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 58502 99.62%
-# Correctly spam: 3498 22.09%
+# Correctly spam: 3496 22.07%
# False positives: 224 0.38%
-# False negatives: 12340 77.91%
-# TCR(l=50): 0.672812 SpamRecall: 22.086% SpamPrec: 93.982%
+# False negatives: 12342 77.93%
+# TCR(l=50): 0.672755 SpamRecall: 22.073% SpamPrec: 93.978%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1915883&r1=1915882&r2=1915883&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Tue Feb 20 02:46:10 2024
@@ -1,246 +1,242 @@
-# Using score set 0 logs for revision 1915857 from:
-# ham-ena-week0.r1915857.log ham-ena-week1.r1915857.log ham-ena-week2.r1915857.log ham-ena-week3.r1915857.log ham-ena-week4.r1915857.log ham-giovanni-ham.r1915857.log ham-giovanni-spammy.r1915857.log ham-giovanni-spam.r1915857.log ham-grenier.r1915857.log ham-hege.r1915857.log ham-jhardin.r1915857.log ham-llanga.r1915857.log ham-mmiroslaw-mails-ham.r1915857.log ham-mmiroslaw-mails-spam.r1915857.log ham-spamsponge.r1915857.log ham-tsz-corpus.r1915857.log ham-whyscream.r1915857.log spam-ena-week0.r1915857.log spam-ena-week1.r1915857.log spam-ena-week2.r1915857.log spam-ena-week3.r1915857.log spam-ena-week4.r1915857.log spam-giovanni-ham.r1915857.log spam-giovanni-spammy.r1915857.log spam-giovanni-spam.r1915857.log spam-grenier.r1915857.log spam-hege.r1915857.log spam-jhardin.r1915857.log spam-llanga.r1915857.log spam-mmiroslaw-mails-ham.r1915857.log spam-mmiroslaw-mails-spam.r1915857.log spam-spamsponge.r1915857.log spam-tsz-corpus.r1915857.log spam-whyscream.r1915857.log
+# Using score set 0 logs for revision 1915866 from:
+# ham-ena-week0.r1915866.log ham-ena-week1.r1915866.log ham-ena-week2.r1915866.log ham-ena-week3.r1915866.log ham-ena-week4.r1915866.log ham-giovanni-ham.r1915866.log ham-giovanni-spammy.r1915866.log ham-giovanni-spam.r1915866.log ham-grenier.r1915866.log ham-hege.r1915866.log ham-jhardin.r1915866.log ham-llanga.r1915866.log ham-mmiroslaw-mails-ham.r1915866.log ham-mmiroslaw-mails-spam.r1915866.log ham-spamsponge.r1915866.log ham-tsz-corpus.r1915866.log ham-whyscream.r1915866.log spam-ena-week0.r1915866.log spam-ena-week1.r1915866.log spam-ena-week2.r1915866.log spam-ena-week3.r1915866.log spam-ena-week4.r1915866.log spam-giovanni-ham.r1915866.log spam-giovanni-spammy.r1915866.log spam-giovanni-spam.r1915866.log spam-grenier.r1915866.log spam-hege.r1915866.log spam-jhardin.r1915866.log spam-llanga.r1915866.log spam-mmiroslaw-mails-ham.r1915866.log spam-mmiroslaw-mails-spam.r1915866.log spam-spamsponge.r1915866.log spam-tsz-corpus.r1915866.log spam-whyscream.r1915866.log
-score ACCT_PHISHING_MANY 2.551
+score ACCT_PHISHING_MANY 2.553
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.129
-score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.102
+score ADVANCE_FEE_2_NEW_MONEY 2.000
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.299
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.824
-score ADVANCE_FEE_4_NEW_MONEY 0.133
+score ADVANCE_FEE_4_NEW 2.100
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.708
+score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.500
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.439
-score BITCOIN_DEADLINE 2.698
-score BITCOIN_EXTORT_01 2.104
-score BITCOIN_MALWARE 3.287
-score BITCOIN_ONAN 1.066
-score BITCOIN_PAY_ME 0.186
+score BITCOIN_DEADLINE 2.767
+score BITCOIN_EXTORT_01 2.106
+score BITCOIN_MALWARE 2.532
+score BITCOIN_ONAN 2.496
+score BITCOIN_PAY_ME 1.811
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 1.381
+score BITCOIN_SPAM_03 1.273
+score BITCOIN_SPAM_07 1.446
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 3.119
+score BITCOIN_TOEQFM 3.055
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
-score BODY_SINGLE_URI 1.970
-score BODY_SINGLE_WORD 0.493
-score BODY_URI_ONLY 0.169
+score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_WORD 0.001
+score BODY_URI_ONLY 0.237
score BOGUS_MIME_VERSION 3.499
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 0.324
-score DEAR_BENEFICIARY 3.099
+score DATE_IN_FUTURE_Q_PLUS 2.915
+score DEAR_BENEFICIARY 2.999
score DSN_NO_MIMEVERSION 1.999
-score ENCRYPTED_MESSAGE -1.000
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 1.055
+score FILL_THIS_FORM 0.809
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.961
-score FONT_INVIS_LONG_LINE 2.539
+score FONT_INVIS_HTML_NOHTML 2.882
+score FONT_INVIS_LONG_LINE 2.243
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.755
+score FONT_INVIS_POSTEXTRAS 2.760
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.493
-score FORM_FRAUD_5 2.942
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_ADDR_WS 2.000
-score FROM_IN_TO_AND_SUBJ 1.799
-score FROM_MISSPACED 1.838
-score FROM_MISSP_DYNIP 1.854
-score FROM_MISSP_EH_MATCH 1.683
-score FROM_MISSP_FREEMAIL 2.701
-score FROM_MISSP_MSFT 0.647
-score FROM_MISSP_PHISH 2.911
+score FORM_FRAUD_3 1.137
+score FORM_FRAUD_5 1.118
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROM_ADDR_WS 1.999
+score FROM_IN_TO_AND_SUBJ 1.699
+score FROM_MISSPACED 1.999
+score FROM_MISSP_DYNIP 1.146
+score FROM_MISSP_EH_MATCH 1.901
+score FROM_MISSP_FREEMAIL 2.791
+score FROM_MISSP_MSFT 0.244
+score FROM_MISSP_PHISH 0.174
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 0.385
+score FROM_MISSP_TO_UNDISC 1.254
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.239
-score FROM_UNBAL2 2.399
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_UNBAL1 2.246
+score FROM_UNBAL2 2.299
score FROM_WSP_TRAIL 2.799
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 2.899
-score FSL_HELO_FAKE 2.599
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.299
-score FUZZY_IMPORTANT 2.499
+score FUZZY_IMPORTANT 2.399
score FUZZY_PRIVACY 2.699
score FUZZY_SECURITY 2.599
-score GB_BITCOIN_CP 1.717
-score GB_BITCOIN_NH 0.361
+score GB_BITCOIN_CP 2.999
+score GB_BITCOIN_NH 2.621
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.938
+score GB_FAKE_RF_SHORT 1.939
score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 1.813
+score GOOG_MALWARE_DNLD 3.891
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.407
-score GOOG_STO_IMG_HTML 2.500
-score GOOG_STO_NOIMG_HTML 2.499
+score GOOG_REDIR_NORDNS 2.400
+score GOOG_STO_IMG_HTML 2.499
+score GOOG_STO_NOIMG_HTML 2.500
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.674
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 3.136
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.499
+score HK_NAME_FM_MR_MRS 1.301
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 1.000
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 0.650
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.005
-score HTML_BADATTR 1.000
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 2.000
-score HTML_OFF_PAGE 3.000
-score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.352
-score HTML_TEXT_INVISIBLE_STYLE 1.309
-score IMG_DIRECT_TO_MX 0.001
+score HOSTED_IMG_FREEM 0.765
+score HOSTED_IMG_MULTI_PUB_01 3.000
+score HREF_EMPTY_NORDNS 0.007
+score HTML_BADATTR 0.999
+score HTML_FONT_TINY_NORDNS 1.999
+score HTML_OFF_PAGE 2.999
+score HTML_SINGLET_MANY 2.500
+score HTML_TEXT_INVISIBLE_FONT 1.184
+score HTML_TEXT_INVISIBLE_STYLE 0.497
score JH_SPAMMY_HEADERS 3.499
-score KHOP_FAKE_EBAY 0.899
+score KHOP_FAKE_EBAY 0.253
score KHOP_HELO_FCRDNS 0.399
-score LIST_PARTIAL_SHORT_MSG 2.418
-score LONGLN_LOW_CONTRAST 1.745
+score LIST_PARTIAL_SHORT_MSG 1.603
+score LONGLN_LOW_CONTRAST 2.042
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.636
-score LONG_INVISIBLE_TEXT 2.440
+score LONG_IMG_URI 1.843
+score LONG_INVISIBLE_TEXT 2.240
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.055
-score MALWARE_NORDNS 2.971
+score MALFORMED_FREEMAIL 2.053
+score MALWARE_NORDNS 2.747
score MANY_SUBDOM 3.299
-score MAY_BE_FORGED 2.099
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.794
-score MIMEOLE_DIRECT_TO_MX 0.502
+score MILLION_USD 1.166
+score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.099
-score MIXED_FONT_CASE 1.161
-score MIXED_HREF_CASE 1.940
-score MONEY_ATM_CARD 2.106
+score MIXED_ES 2.199
+score MIXED_FONT_CASE 2.499
+score MIXED_HREF_CASE 1.941
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.272
-score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_3 1.423
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 3.099
-score MONEY_FREEMAIL_REPTO 3.000
+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 0.836
-score MSGID_NOFQDN1 0.399
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.515
-score NORDNS_LOW_CONTRAST 0.141
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score MONEY_NOHTML 2.500
+score MSGID_HDR_MALF 2.946
+score MSGID_NOFQDN1 1.004
+score NA_DOLLARS 0.736
+score NICE_REPLY_A -2.679
+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 OBFU_TEXT_ATTACH 1.599
-score PDS_BAD_THREAD_QP_64 1.000
+score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 0.389
+score PDS_EMPTYSUBJ_URISHRT 0.323
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HP_HELO_NORDNS 0.999
score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 0.872
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 2.000
+score PDS_PHP_EVAL 1.500
+score PDS_TINYSUBJ_URISHRT 0.001
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
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 RCVD_DOTEDU_SUSP 0.256
-score RCVD_DOTEDU_SUSP_URI 1.220
-score REPTO_419_FRAUD_GM 3.000
+score RATWARE_NO_RDNS 2.861
+score RCVD_DOTEDU_SUSP 1.037
+score RCVD_DOTEDU_SUSP_URI 0.641
+score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score REPTO_419_FRAUD_YJ 1.473
-score RISK_FREE 0.858
+score REPTO_419_FRAUD_YJ 1.905
+score RISK_FREE 0.622
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.938
-score SCC_CANSPAM_1 3.399
-score SCC_CANSPAM_2 2.951
-score SCC_CTMPP 0.884
-score SCC_ISEMM_LID_1B 1.500
-score SCC_SPAMMER_ADDR_2 2.276
+score SCC_BODY_URI_ONLY 1.917
+score SCC_CANSPAM_1 3.499
+score SCC_CANSPAM_2 2.948
+score SCC_CTMPP 1.104
+score SCC_ISEMM_LID_1B 1.499
+score SCC_SPAMMER_ADDR_2 2.215
score SENDGRID_REDIR 1.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
score SHORTENER_SHORT_SUBJ 2.999
score SHORT_SHORTNER 1.999
-score SPAM_CWINDOWSNET 1.396
-score SPOOFED_FREEMAIL_NO_RDNS 0.499
+score SPAM_CWINDOWSNET 1.173
+score SPOOFED_FREEMAIL_NO_RDNS 0.528
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.205
+score STATIC_XPRIO_OLE 1.647
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_FROM 2.000
+score SUSP_UTF8_WORD_FROM 1.999
score THIS_AD 2.099
-score THIS_IS_ADV_SUSP_NTLD 1.000
+score THIS_IS_ADV_SUSP_NTLD 0.419
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.099
+score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 2.999
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.600
+score TO_NO_BRKTS_HTML_IMG 1.591
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.250
+score TO_NO_BRKTS_MSFT 1.650
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
-score TVD_RCVD_SPACE_BRACKET 0.381
-score TVD_SPACE_ENCODED 2.497
-score TVD_SPACE_RATIO_MINFP 2.499
-score UNDISC_FREEM 2.700
+score TVD_RCVD_SPACE_BRACKET 1.331
+score TVD_SPACE_ENCODED 2.499
+score TVD_SPACE_RATIO_MINFP 2.351
+score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.999
-score UNICODE_OBFU_ASC 2.500
+score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_AZURE_CLOUDAPP 2.999
score URI_DOTEDU 1.999
-score URI_DOTTY_HEX 1.302
-score URI_DQ_UNSUB 2.399
-score URI_GOOGLE_PROXY 2.199
+score URI_DOTTY_HEX 0.991
+score URI_DQ_UNSUB 2.299
+score URI_GOOGLE_PROXY 2.050
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.135
-score URI_ONLY_MSGID_MALF 0.392
-score URI_PHISH 3.929
+score URI_IMG_CWINDOWSNET 2.739
+score URI_ONLY_MSGID_MALF 0.494
+score URI_PHISH 3.999
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.599
score URI_WP_HACKED 3.500
-score URI_WP_HACKED_2 2.256
-score VFY_ACCT_NORDNS 2.876
-score VISTA_TONOM_EQ_TOLOC 2.500
-score WIKI_IMG 3.199
-score WORD_INVIS 1.581
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.623
+score VISTA_TONOM_EQ_TOLOC 2.499
+score WIKI_IMG 3.299
+score WORD_INVIS 1.582
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
-score XM_RECPTID 3.000
-score XPRIO 0.228
-score YOU_INHERIT 1.022
+score XM_RECPTID 2.999
+score XPRIO 0.490
+score YOU_INHERIT 1.424
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -306,7 +302,6 @@ 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
@@ -315,6 +310,7 @@ score HOSTED_IMG_MULTI 1.0
score HREF_EMPTY_PHPMAIL 1.000
score HREF_EMPTY_XANTIABUSE 1.000
score HREF_EMPTY_XAUTHED 1.000
+score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
@@ -326,6 +322,7 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_IMG_CASE 1.000
@@ -339,7 +336,6 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
score ODD_FREEM_REPTO 1.000
-score PDS_NAKED_TO_NUMERO 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915883&r1=1915882&r2=1915883&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Feb 20 02:46:10 2024
@@ -5,220 +5,217 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.606
-score ADMITS_SPAM 2.900
+score AC_POST_EXTRAS 0.779
+score ADMITS_SPAM 2.899
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.265
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 0.001 # force non-zero
-score ADVANCE_FEE_4_NEW_MONEY 0.211
+score ADVANCE_FEE_4_NEW 0.408
+score ADVANCE_FEE_4_NEW_MONEY 0.181
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.107
+score AD_PREFS 0.198
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.599
-score BITCOIN_DEADLINE 0.950
-score BITCOIN_EXTORT_01 1.269
-score BITCOIN_MALWARE 1.968
-score BITCOIN_PAY_ME 0.783
-score BITCOIN_SPAM_02 2.500
-score BITCOIN_SPAM_05 1.433
+score BITCOIN_DEADLINE 1.132
+score BITCOIN_EXTORT_01 1.190
+score BITCOIN_MALWARE 2.048
+score BITCOIN_PAY_ME 0.605
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_05 1.398
score BITCOIN_SPAM_07 0.001
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 0.775
+score BITCOIN_TOEQFM 0.767
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.269
-score BODY_SINGLE_WORD 0.179
+score BODY_SINGLE_URI 0.911
+score BODY_SINGLE_WORD 0.573
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 2.734
+score BOGUS_MIME_VERSION 2.767
score CK_HELO_GENERIC 0.250
-score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 1.057
-score DEAR_BENEFICIARY 2.448
-score DKIMWL_WL_HIGH -0.072
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score DATE_IN_FUTURE_Q_PLUS 0.487
+score DEAR_BENEFICIARY 2.449
+score DKIMWL_WL_HIGH -0.050
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.900
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.047
-score FONT_INVIS_NORDNS 0.895
-score FONT_INVIS_POSTEXTRAS 1.893
-score FORGED_SPF_HELO 2.687
-score FORM_FRAUD_3 2.406
-score FORM_FRAUD_5 2.452
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 0.291
+score FONT_INVIS_MSGID 1.049
+score FONT_INVIS_NORDNS 0.818
+score FONT_INVIS_POSTEXTRAS 1.821
+score FORGED_SPF_HELO 2.700
+score FORM_FRAUD_3 1.819
+score FORM_FRAUD_5 2.019
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 0.376
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.248
-score FROM_IN_TO_AND_SUBJ 1.107
+score FROM_GOV_DKIM_AU -0.349
+score FROM_IN_TO_AND_SUBJ 1.202
score FROM_MISSPACED 1.999
score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 1.816
-score FROM_MISSP_MSFT 1.346
-score FROM_MISSP_REPLYTO 1.604
-score FROM_MISSP_SPF_FAIL 1.724
-score FROM_MISSP_TO_UNDISC 2.650
-score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 1.794
+score FROM_MISSP_MSFT 1.341
+score FROM_MISSP_REPLYTO 1.606
+score FROM_MISSP_SPF_FAIL 1.596
+score FROM_MISSP_TO_UNDISC 2.864
+score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_PAYPAL_SPOOF 1.599
+score FROM_PAYPAL_SPOOF 0.425
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.935
+score FSL_BULK_SIG 0.934
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.499
-score FSL_HELO_FAKE 0.054
+score FSL_HAS_TINYURL 2.399
score FSL_NEW_HELO_USER 0.001
-score FUZZY_IMPORTANT 2.499
+score FUZZY_IMPORTANT 2.500
score FUZZY_PRIVACY 2.699
-score GB_BITCOIN_CP 2.255
+score GB_BITCOIN_CP 2.377
score GB_CUSTOM_HTM_URI 1.499
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
score GB_HASHBL_BTC 0.001
-score GOOG_MALWARE_DNLD 4.120
+score GOOG_MALWARE_DNLD 4.442
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 0.813
-score GOOG_STO_IMG_HTML 2.545
-score GOOG_STO_NOIMG_HTML 1.525
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.317
+score GOOG_REDIR_NORDNS 1.000
+score GOOG_STO_IMG_HTML 2.524
+score GOOG_STO_NOIMG_HTML 1.523
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.316
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.173
+score HDR_ORDER_FTSDMCXX_NORDNS 1.588
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.711
+score HELO_NO_DOMAIN 0.600
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.441
+score HK_NAME_FM_MR_MRS 0.470
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.697
+score HOSTED_IMG_DIRECT_MX 2.402
score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI_PUB_01 3.000
-score HREF_EMPTY_NORDNS 0.261
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HREF_EMPTY_NORDNS 0.313
score HTML_BADATTR 0.999
-score HTML_FONT_TINY_NORDNS 1.614
+score HTML_FONT_TINY_NORDNS 1.738
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 2.000
-score HTML_TEXT_INVISIBLE_STYLE 1.698
-score IMG_DIRECT_TO_MX 1.497
+score HTML_TEXT_INVISIBLE_FONT 1.999
+score HTML_TEXT_INVISIBLE_STYLE 1.420
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.208
-score LIST_PARTIAL_SHORT_MSG 1.002
-score LONGLN_LOW_CONTRAST 0.164
-score LONG_HEX_URI 2.325
-score LONG_IMG_URI 0.435
-score LONG_INVISIBLE_TEXT 2.690
+score KHOP_HELO_FCRDNS 0.183
+score LIST_PARTIAL_SHORT_MSG 1.005
+score LONGLN_LOW_CONTRAST 0.320
+score LONG_HEX_URI 2.332
+score LONG_IMG_URI 0.438
+score LONG_INVISIBLE_TEXT 2.698
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
score MALFORMED_FREEMAIL 2.199
score MANY_SUBDOM 2.799
-score MILLION_HUNDRED 0.001
-score MILLION_USD 0.849
+score MILLION_HUNDRED 0.001 # force non-zero
+score MILLION_USD 0.851
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_CENTER_CASE 1.634
+score MIXED_CENTER_CASE 1.510
score MIXED_ES 2.099
-score MIXED_FONT_CASE 1.299
-score MIXED_HREF_CASE 2.000
-score MONEY_ATM_CARD 1.467
+score MIXED_FONT_CASE 1.965
+score MIXED_HREF_CASE 1.999
+score MONEY_ATM_CARD 0.859
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.321
+score MONEY_FRAUD_3 1.293
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 2.999
-score MONEY_FREEMAIL_REPTO 1.401
+score MONEY_FREEMAIL_REPTO 1.362
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_HDR_MALF 1.237
-score MSGID_NOFQDN1 1.421
+score MSGID_HDR_MALF 2.213
+score MSGID_NOFQDN1 1.425
score NA_DOLLARS 0.001
-score NICE_REPLY_A -1.286
-score NORDNS_LOW_CONTRAST 0.966
-score NO_FM_NAME_IP_HOSTN 0.318
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.320
-score OBFU_TEXT_ATTACH 1.448
+score NICE_REPLY_A -3.297
+score NORDNS_LOW_CONTRAST 0.913
+score NO_FM_NAME_IP_HOSTN 0.554
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.041
+score OBFU_TEXT_ATTACH 1.497
score PDS_BAD_THREAD_QP_64 0.001
-score PDS_BTC_ID 0.001
-score PDS_BTC_MSGID 0.905
+score PDS_BTC_ID 0.001 # force non-zero
+score PDS_BTC_MSGID 0.847
score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.399
-score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_FRNOM_TODOM_NAKED_TO 1.423
+score PDS_FROM_NAME_TO_DOMAIN 1.993
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 2.000
+score PDS_OTHER_BAD_TLD 1.999
score PDS_TINYSUBJ_URISHRT 0.001
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.851
-score PHP_SCRIPT 2.296
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.840
+score PHP_SCRIPT 2.297
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RCVD_DOTEDU_SUSP 1.999
-score RCVD_DOTEDU_SUSP_URI 1.929
+score RCVD_DOTEDU_SUSP 0.717
+score RCVD_DOTEDU_SUSP_URI 1.201
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
-score RCVD_IN_MSPIKE_H2 -0.001
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
score SCC_BODY_URI_ONLY 2.699
-score SCC_CANSPAM_1 0.676
+score SCC_CANSPAM_1 1.662
score SCC_CANSPAM_2 2.999
-score SCC_CTMPP 0.001
-score SCC_ISEMM_LID_1B 1.500
-score SCC_SPAMMER_ADDR_2 1.196
-score SENDGRID_REDIR 1.067
+score SCC_CTMPP 1.169
+score SCC_ISEMM_LID_1B 1.499
+score SCC_SPAMMER_ADDR_2 1.128
+score SENDGRID_REDIR 1.065
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
score SHORTENER_SHORT_SUBJ 0.001
-score SHORT_SHORTNER 1.999
-score SPAM_CWINDOWSNET 1.472
+score SHORT_SHORTNER 1.971
+score SPAM_CWINDOWSNET 2.346
score SPOOFED_FREEMAIL 0.001
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 1.127
-score STATIC_XPRIO_OLE 0.365
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEM_REPTO 1.123
+score STATIC_XPRIO_OLE 0.642
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
-score THIS_AD 1.369
-score TO_EQ_FM_DIRECT_MX 1.295
-score TO_EQ_FM_DOM_SPF_FAIL 0.940
-score TO_EQ_FM_SPF_FAIL 0.009
+score THIS_AD 1.546
+score TO_EQ_FM_DIRECT_MX 1.199
+score TO_EQ_FM_DOM_SPF_FAIL 0.979
+score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.157
-score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 1.977
+score TO_NAME_SUBJ_NO_RDNS 1.963
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.024
-score TO_NO_BRKTS_NORDNS_HTML 1.417
-score TO_NO_BRKTS_PCNT 2.400
+score TO_NO_BRKTS_MSFT 2.026
+score TO_NO_BRKTS_NORDNS_HTML 1.325
+score TO_NO_BRKTS_PCNT 2.398
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.399
score UNDISC_MONEY 2.899
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_DOTEDU 0.426
-score URI_DQ_UNSUB 1.164
+score URI_DOTEDU 0.254
+score URI_DQ_UNSUB 1.103
score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 1.967
+score URI_IMG_CWINDOWSNET 1.950
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.906
+score URI_PHISH 3.028
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.399
score URI_WP_HACKED_2 2.499
score WIKI_IMG 2.299
-score WORD_INVIS 1.900
-score WORD_INVIS_MANY 2.750
+score WORD_INVIS 1.898
+score WORD_INVIS_MANY 2.751
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
-score XPRIO 0.001 # force non-zero
-score YOU_INHERIT 1.321
+score XPRIO 0.001
+score YOU_INHERIT 1.814
score ACCT_PHISHING_MANY 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -342,7 +339,6 @@ score NEW_PRODUCTS 1.0
score OBFU_BITCOIN 1.000
score ODD_FREEM_REPTO 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
-score PDS_NAKED_TO_NUMERO 1.000
score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915883&r1=1915882&r2=1915883&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Feb 20 02:46:10 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 488582 63.152% (99.333% of non-spam corpus)
-# Correctly spam: 206147 26.646% (73.155% of spam corpus)
-# False positives: 3283 0.424% (0.667% of nonspam, 56790 weighted)
-# False negatives: 75646 9.778% (26.845% of spam, 144507 weighted)
-# Average score for spam: 7.9 nonspam: 0.5
+# Correctly non-spam: 488171 63.740% (99.340% of non-spam corpus)
+# Correctly spam: 199379 26.033% (72.642% of spam corpus)
+# False positives: 3244 0.424% (0.660% of nonspam, 54534 weighted)
+# False negatives: 75089 9.804% (27.358% of spam, 140809 weighted)
+# Average score for spam: 8.0 nonspam: 0.5
# Average for false-pos: 6.0 false-neg: 1.9
-# TOTAL: 773658 100.00%
+# TOTAL: 765883 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 61089 99.47%
-# Correctly spam: 25626 72.70%
-# False positives: 327 0.53%
-# False negatives: 9623 27.30%
-# TCR(l=50): 1.357140 SpamRecall: 72.700% SpamPrec: 98.740%
+# Correctly non-spam: 61000 99.42%
+# Correctly spam: 24854 72.42%
+# False positives: 357 0.58%
+# False negatives: 9463 27.58%
+# TCR(l=50): 1.256435 SpamRecall: 72.425% SpamPrec: 98.584%
##### 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: 482817 98.16%
-# Correctly spam: 143543 50.94%
-# False positives: 9048 1.84%
-# False negatives: 138250 49.06%
-# TCR(l=50): 0.477090 SpamRecall: 50.939% SpamPrec: 94.070%
+# Correctly non-spam: 482429 98.17%
+# Correctly spam: 137784 50.20%
+# False positives: 8986 1.83%
+# False negatives: 136684 49.80%
+# TCR(l=50): 0.468388 SpamRecall: 50.200% SpamPrec: 93.877%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 60337 98.24%
-# Correctly spam: 17940 50.90%
-# False positives: 1079 1.76%
-# False negatives: 17309 49.10%
-# TCR(l=50): 0.494660 SpamRecall: 50.895% SpamPrec: 94.327%
+# Correctly non-spam: 60246 98.19%
+# Correctly spam: 17287 50.37%
+# False positives: 1111 1.81%
+# False negatives: 17030 49.63%
+# TCR(l=50): 0.472816 SpamRecall: 50.374% SpamPrec: 93.961%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915883&r1=1915882&r2=1915883&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Feb 20 02:46:10 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 468463 78.494% (99.532% of non-spam corpus)
-# Correctly spam: 79247 13.278% (62.822% of spam corpus)
-# False positives: 2203 0.369% (0.468% of nonspam, 40807 weighted)
-# False negatives: 46899 7.858% (37.178% of spam, 102247 weighted)
-# Average score for spam: 7.8 nonspam: -1.0
+# Correctly non-spam: 468478 78.497% (99.535% of non-spam corpus)
+# Correctly spam: 79186 13.268% (62.774% of spam corpus)
+# False positives: 2188 0.367% (0.465% of nonspam, 40576 weighted)
+# False negatives: 46959 7.868% (37.226% of spam, 102541 weighted)
+# Average score for spam: 7.8 nonspam: -1.1
# Average for false-pos: 6.9 false-neg: 2.2
-# TOTAL: 596812 100.00%
+# TOTAL: 596811 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 58452 99.53%
-# Correctly spam: 9951 62.83%
-# False positives: 274 0.47%
-# False negatives: 5887 37.17%
-# TCR(l=50): 0.808598 SpamRecall: 62.830% SpamPrec: 97.320%
+# Correctly non-spam: 58454 99.54%
+# Correctly spam: 9948 62.81%
+# False positives: 272 0.46%
+# False negatives: 5890 37.19%
+# TCR(l=50): 0.812622 SpamRecall: 62.811% SpamPrec: 97.339%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 468969 99.64%
-# Correctly spam: 27704 21.96%
+# Correctly spam: 27711 21.97%
# False positives: 1697 0.36%
-# False negatives: 98442 78.04%
-# TCR(l=50): 0.688224 SpamRecall: 21.962% SpamPrec: 94.228%
+# False negatives: 98434 78.03%
+# TCR(l=50): 0.688249 SpamRecall: 21.968% SpamPrec: 94.229%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 58502 99.62%
-# Correctly spam: 3498 22.09%
+# Correctly spam: 3496 22.07%
# False positives: 224 0.38%
-# False negatives: 12340 77.91%
-# TCR(l=50): 0.672812 SpamRecall: 22.086% SpamPrec: 93.982%
+# False negatives: 12342 77.93%
+# TCR(l=50): 0.672755 SpamRecall: 22.073% SpamPrec: 93.978%