Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1885711&r1=1885710&r2=1885711&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Jan 20 02:57:27 2021
@@ -1,245 +1,245 @@
-# Using score set 0 logs for revision 1885640 from:
-# ham-axb-coi-bulk.r1885640.log ham-axb-generic.r1885640.log ham-axb-ham-misc.r1885640.log ham-darxus.r1885640.log ham-ena-week0.r1885640.log ham-ena-week1.r1885640.log ham-ena-week2.r1885640.log ham-ena-week3.r1885640.log ham-ena-week4.r1885640.log ham-giovanni-ham.r1885640.log ham-giovanni-spammy.r1885640.log ham-giovanni-spam.r1885640.log ham-grenier.r1885640.log ham-jhardin.r1885640.log ham-llanga.r1885640.log ham-mmiroslaw-mails-ham.r1885640.log ham-mmiroslaw-mails-spam.r1885640.log ham-npiazzi.r1885640.log ham-pds.r1885640.log ham-sihde.r1885640.log ham-spamsponge.r1885640.log ham-thendrikx.r1885640.log spam-axb-coi-bulk.r1885640.log spam-axb-generic.r1885640.log spam-axb-ham-misc.r1885640.log spam-darxus.r1885640.log spam-ena-week0.r1885640.log spam-ena-week1.r1885640.log spam-ena-week2.r1885640.log spam-ena-week3.r1885640.log spam-ena-week4.r1885640.log spam-giovanni-ham.r1885640.log spam-giovanni-spammy.r1885640.log spam-giovanni-spam.r1885640.log spam-grenier.r1885640.log
spam-jhardin.r1885640.log spam-llanga.r1885640.log spam-mmiroslaw-mails-ham.r1885640.log spam-mmiroslaw-mails-spam.r1885640.log spam-npiazzi.r1885640.log spam-pds.r1885640.log spam-sihde.r1885640.log spam-spamsponge.r1885640.log spam-thendrikx.r1885640.log
+# Using score set 0 logs for revision 1885688 from:
+# ham-axb-coi-bulk.r1885688.log ham-axb-generic.r1885688.log ham-axb-ham-misc.r1885688.log ham-darxus.r1885688.log ham-ena-week0.r1885688.log ham-ena-week1.r1885688.log ham-ena-week2.r1885688.log ham-ena-week3.r1885688.log ham-ena-week4.r1885688.log ham-giovanni-ham.r1885688.log ham-giovanni-spammy.r1885688.log ham-giovanni-spam.r1885688.log ham-grenier.r1885688.log ham-jhardin.r1885688.log ham-llanga.r1885688.log ham-mmiroslaw-mails-ham.r1885688.log ham-mmiroslaw-mails-spam.r1885688.log ham-npiazzi.r1885688.log ham-pds.r1885688.log ham-sihde.r1885688.log ham-spamsponge.r1885688.log ham-thendrikx.r1885688.log spam-axb-coi-bulk.r1885688.log spam-axb-generic.r1885688.log spam-axb-ham-misc.r1885688.log spam-darxus.r1885688.log spam-ena-week0.r1885688.log spam-ena-week1.r1885688.log spam-ena-week2.r1885688.log spam-ena-week3.r1885688.log spam-ena-week4.r1885688.log spam-giovanni-ham.r1885688.log spam-giovanni-spammy.r1885688.log spam-giovanni-spam.r1885688.log spam-grenier.r1885688.log
spam-jhardin.r1885688.log spam-llanga.r1885688.log spam-mmiroslaw-mails-ham.r1885688.log spam-mmiroslaw-mails-spam.r1885688.log spam-npiazzi.r1885688.log spam-pds.r1885688.log spam-sihde.r1885688.log spam-spamsponge.r1885688.log spam-thendrikx.r1885688.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
+score AC_DIV_BONANZA 0.001 # force non-zero
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 3.699
-score ADVANCE_FEE_2_NEW_FORM 1.628
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.486
-score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADMITS_SPAM 3.700
+score ADVANCE_FEE_2_NEW_FORM 0.001
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.514
+score ADVANCE_FEE_2_NEW_MONEY 2.000
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.275
-score ADVANCE_FEE_4_NEW 2.599
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.499
+score ADVANCE_FEE_3_NEW_MONEY 0.893
+score ADVANCE_FEE_4_NEW 2.499
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.432
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 3.399
+score ADVANCE_FEE_5_NEW 3.299
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score ALIBABA_IMG_NOT_RCVD_ALI 2.469
+score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.428
-score BIGNUM_EMAILS 2.106
-score BITCOIN_DEADLINE 1.595
-score BITCOIN_EXTORT_01 4.067
-score BITCOIN_MALF_HTML 1.884
-score BITCOIN_MALWARE 0.001
-score BITCOIN_OBFU_SUBJ 2.951
-score BITCOIN_PAY_ME 0.076
-score BITCOIN_SPAM_02 0.530
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.873
+score BIGNUM_EMAILS 2.250
+score BITCOIN_DEADLINE 1.597
+score BITCOIN_EXTORT_01 4.080
+score BITCOIN_MALF_HTML 2.217
+score BITCOIN_MALWARE 0.009
+score BITCOIN_OBFU_SUBJ 2.940
+score BITCOIN_PAY_ME 0.405
+score BITCOIN_SPAM_02 0.559
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 2.906
-score BITCOIN_XPRIO 0.398
-score BITCOIN_YOUR_INFO 0.595
+score BITCOIN_SPAM_07 3.239
+score BITCOIN_XPRIO 0.391
+score BITCOIN_YOUR_INFO 0.650
score BODY_EMPTY 1.999
-score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_URI 2.500
score BODY_SINGLE_WORD 0.974
-score BODY_URI_ONLY 1.998
-score BOGUS_MIME_VERSION 3.320
+score BODY_URI_ONLY 1.999
+score BOGUS_MIME_VERSION 3.476
score COMPENSATION 1.499
-score CTE_8BIT_MISMATCH 1.000
+score CTE_8BIT_MISMATCH 0.999
score DEAR_BENEFICIARY 0.001
score DOS_OUTLOOK_TO_MX_IMAGE 3.299
-score DSN_NO_MIMEVERSION 1.999
-score EBAY_IMG_NOT_RCVD_EBAY 1.404
-score END_FUTURE_EMAILS 2.099
-score ENVFROM_GOOG_TRIX 2.999
-score FAKE_REPLY_A1 2.999
-score FILL_THIS_FORM 0.284
+score DSN_NO_MIMEVERSION 2.000
+score EBAY_IMG_NOT_RCVD_EBAY 2.441
+score END_FUTURE_EMAILS 2.100
+score ENVFROM_GOOG_TRIX 2.057
+score FAKE_REPLY_A1 2.899
+score FILL_THIS_FORM 0.238
score FONT_INVIS_DIRECT 2.598
-score FONT_INVIS_HTML_NOHTML 2.910
-score FONT_INVIS_MSGID 1.539
-score FONT_INVIS_NORDNS 1.711
+score FONT_INVIS_HTML_NOHTML 2.999
+score FONT_INVIS_LONG_LINE 0.258
+score FONT_INVIS_MSGID 1.532
+score FONT_INVIS_NORDNS 1.737
score FORGED_RELAY_MUA_TO_MX 3.999
score FORM_FRAUD 0.999
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 3.499
score FROM_2_EMAILS_SHORT 2.999
score FROM_ADDR_WS 2.999
score FROM_MISSPACED 0.001
+score FROM_MISSP_DYNIP 2.271
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 4.000
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 2.713
+score FROM_MISSP_FREEMAIL 3.999
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_PHISH 3.421
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_TO_UNDISC 2.110
+score FROM_MISSP_TO_UNDISC 0.487
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_MULTI_NORDNS 2.594
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_MULTI_NORDNS 2.601
+score FROM_NTLD_REPLY_FREEMAIL 1.485
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 1.776
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.397
-score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FSL_THIS_IS_ADV 0.910
-score FUZZY_BITCOIN 0.029
+score FSL_HAS_TINYURL 2.400
+score FSL_NEW_HELO_USER 0.001
+score FSL_THIS_IS_ADV 1.299
+score FUZZY_BITCOIN 0.085
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.487
-score GB_GOOGLE_OBFUS 0.750
-score GOOGLE_DOCS_PHISH 2.910
-score GOOGLE_DOC_SUSP 2.999
-score GOOG_REDIR_NORDNS 2.501
+score GB_GOOGLE_OBFUS 0.749
+score GOOGLE_DOCS_PHISH 0.001 # force non-zero
+score GOOGLE_DOC_SUSP 2.610
+score GOOG_REDIR_NORDNS 2.498
score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE 0.100
+score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.609
+score HDR_ORDER_FTSDMCXX_NORDNS 2.596
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 0.001
score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 1.632
+score HOSTED_IMG_DIRECT_MX 1.854
score HOSTED_IMG_FREEM 3.499
-score HTML_OFF_PAGE 2.999
+score HTML_OFF_PAGE 2.747
score HTML_SINGLET_MANY 0.001
-score HTML_TEXT_INVISIBLE_FONT 1.987
-score HTML_TEXT_INVISIBLE_STYLE 0.888
-score IMG_ONLY_FM_DOM_INFO 1.516
-score JH_SPAMMY_PATTERN01 2.064
-score KHOP_FAKE_EBAY 0.052
+score HTML_TEXT_INVISIBLE_FONT 1.881
+score HTML_TEXT_INVISIBLE_STYLE 0.863
+score IMG_ONLY_FM_DOM_INFO 1.372
+score JH_SPAMMY_PATTERN01 2.096
+score KHOP_FAKE_EBAY 0.299
score KHOP_HELO_FCRDNS 0.399
-score LIST_PRTL_SAME_USER 0.286
-score LONG_HEX_URI 2.597
+score LIST_PRTL_SAME_USER 0.001
+score LONG_HEX_URI 2.551
score LONG_IMG_URI 0.465
score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.152
-score MALFORMED_FREEMAIL 3.581
-score MANY_HDRS_LCASE 0.099
-score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.250
-score MILLION_USD 0.608
+score LOTTO_DEPT 0.845
+score MALFORMED_FREEMAIL 3.582
+score MANY_HDRS_LCASE 0.100
+score MAY_BE_FORGED 0.857
+score MILLION_HUNDRED 0.876
+score MILLION_USD 0.612
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_ES 2.499
-score MIXED_FONT_CASE 0.656
+score MIXED_FONT_CASE 0.654
score MIXED_HREF_CASE 1.999
-score MIXED_IMG_CASE 0.698
-score MONEY_ATM_CARD 2.421
+score MIXED_IMG_CASE 1.458
+score MONEY_ATM_CARD 2.653
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_3 0.001 # force non-zero
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001
+score MONEY_FRAUD_8 0.001 # force non-zero
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_DOLLARS_URI_IMG 2.999
score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 2.314
+score MSM_PRIO_REPTO 2.193
score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 1.636
+score NICE_REPLY_A -1.276
+score NORDNS_LOW_CONTRAST 1.631
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.112
-score OBFU_BITCOIN 0.486
-score OFFER_ONLY_AMERICA 0.509
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.181
+score OBFU_BITCOIN 0.088
+score OBFU_TEXT_ATTACH 0.799
+score OFFER_ONLY_AMERICA 0.502
+score ONLINE_MKTG_CNSLT 2.699
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BRAND_SUBJ_NAKED_TO 0.999
-score PDS_BTC_ID 0.411
+score PDS_BTC_ID 0.361
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.026
+score PDS_BTC_NTLD 1.864
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 1.499
+score PDS_EMPTYSUBJ_URISHRT 0.001 # force non-zero
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 3.137
+score PDS_FROM_2_EMAILS 3.135
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_NAKED_TO_NUMERO 1.999
score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
-score PDS_OTHER_BAD_TLD 2.000
-score PDS_PHP_EVAL 1.361
-score PDS_RDNS_DYNAMIC_FP 0.001
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.499
score PDS_SHORTFWD_URISHRT_QP 1.499
score PDS_SHORT_SPOOFED_URL 1.999
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 2.000
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PHP_ORIG_SCRIPT_EVAL 2.632
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 2.596
+score RATWARE_NO_RDNS 2.209
score RDNS_NUM_TLD_XM 2.999
-score REPTO_419_FRAUD 0.796
+score REPTO_419_FRAUD 0.791
score REPTO_419_FRAUD_GM 2.999
-score RISK_FREE 3.863
+score RISK_FREE 2.573
score SENDGRID_REDIR 1.499
-score SENDGRID_REDIR_PHISH 3.499
-score SERGIO_SUBJECT_VIAGRA01 0.420
+score SENDGRID_REDIR_PHISH 3.500
+score SERGIO_SUBJECT_VIAGRA01 0.721
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 3.199
-score SHORTENER_SHORT_IMG 1.905
+score SHORTENED_URL_SRC 3.099
+score SHORTENER_SHORT_IMG 2.032
score SHORTENER_SHORT_SUBJ 2.999
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL_NO_RDNS 1.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.001
-score STOCK_LOW_CONTRAST 1.600
-score STOX_BOUND_090909_B 2.493
-score SUBJ_UNNEEDED_HTML 2.300
+score STATIC_XPRIO_OLE 1.999
+score STOCK_LOW_CONTRAST 1.635
+score STOX_BOUND_090909_B 2.487
score SUSP_UTF8_WORD_FROM 1.999
-score THIS_AD 0.799
+score THIS_AD 0.699
score THIS_IS_ADV_SUSP_NTLD 0.001
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.499
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.498
-score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_EQ_FM_DOM_HTML_IMG 0.194
+score TO_EQ_FM_DOM_HTML_ONLY 1.316
+score TO_EQ_FM_HTML_ONLY 0.425
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.500
+score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.493
+score TO_NO_BRKTS_MSFT 1.492
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.400
-score TVD_IP_HEX 3.600
-score TVD_IP_SING_HEX 2.108
-score TVD_RCVD_SPACE_BRACKET 3.699
+score TO_NO_BRKTS_PCNT 2.402
+score TVD_IP_HEX 3.599
+score TVD_IP_SING_HEX 2.855
+score TVD_RCVD_SPACE_BRACKET 3.799
score TVD_SPACE_ENCODED 2.499
score TVD_SPACE_RATIO_MINFP 2.499
-score TVD_SUBJ_NUM_OBFU_MINFP 2.324
+score TVD_SUBJ_NUM_OBFU_MINFP 1.950
score UPGRADE_MAILBOX 0.899
-score URI_DOTDOT_LOW_CNTRST 2.499
-score URI_DOTEDU 2.000
+score URI_DOTDOT_LOW_CNTRST 2.500
+score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.899
-score URI_HEX_IP 1.297
-score URI_MYSP_AC 3.800
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.252
-score URI_PHP_REDIR 3.500
-score URI_TRY_3LD 1.935
+score URI_HEX_IP 1.271
+score URI_MYSP_AC 3.699
+score URI_ONLY_MSGID_MALF 2.000
+score URI_PHISH 2.254
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 1.939
score URI_WPADMIN 2.599
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 0.509
-score WORD_INVIS 2.598
-score WORD_INVIS_MANY 2.662
+score VFY_ACCT_NORDNS 0.503
+score WORD_INVIS 2.999
+score WORD_INVIS_MANY 2.768
score XFER_LOTSA_MONEY 0.001
score XPRIO 0.001
-score YOU_INHERIT 2.399
+score YOU_INHERIT 2.299
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -276,7 +276,6 @@ score ENCRYPTED_MESSAGE -1.
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
-score FONT_INVIS_LONG_LINE 1.000
score FONT_INVIS_POSTEXTRAS 1.000
score FORM_LOW_CONTRAST 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1885711&r1=1885710&r2=1885711&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jan 20 02:57:27 2021
@@ -4,58 +4,58 @@
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 1.383
+score AC_FROM_MANY_DOTS 1.377
score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 2.301
+score ADMITS_SPAM 2.510
score ADVANCE_FEE_2_NEW_FORM 0.001
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.568
+score ADVANCE_FEE_2_NEW_MONEY 1.667
score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.118
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.182
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.250
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.285
+score ADVANCE_FEE_4_NEW 2.247
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.361
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 3.096
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score ALIBABA_IMG_NOT_RCVD_ALI 2.247
-score AMAZON_IMG_NOT_RCVD_AMZN 2.172
+score ALIBABA_IMG_NOT_RCVD_ALI 2.289
+score AMAZON_IMG_NOT_RCVD_AMZN 2.031
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.012
-score BIGNUM_EMAILS 1.445
-score BITCOIN_DEADLINE 0.983
-score BITCOIN_EXTORT_01 3.746
-score BITCOIN_MALF_HTML 3.496
-score BITCOIN_OBFU_SUBJ 2.951
-score BITCOIN_PAY_ME 0.001
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.299
+score BIGNUM_EMAILS 1.414
+score BITCOIN_DEADLINE 0.647
+score BITCOIN_EXTORT_01 3.360
+score BITCOIN_MALF_HTML 3.499
+score BITCOIN_OBFU_SUBJ 2.954
+score BITCOIN_PAY_ME 0.001 # force non-zero
score BITCOIN_SPAM_02 2.497
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_05 1.947
-score BITCOIN_SPAM_07 3.050
+score BITCOIN_SPAM_05 2.207
+score BITCOIN_SPAM_07 2.878
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 0.001
-score BODY_EMPTY 1.997
-score BODY_SINGLE_URI 0.364
+score BODY_EMPTY 1.998
+score BODY_SINGLE_URI 0.341
score BODY_SINGLE_WORD 2.497
-score BODY_URI_ONLY 2.272
-score BOGUS_MIME_VERSION 3.122
+score BODY_URI_ONLY 2.270
+score BOGUS_MIME_VERSION 3.499
score CTE_8BIT_MISMATCH 0.998
score DEAR_BENEFICIARY 0.001
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.195
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_HIGH -0.167
+score DKIMWL_WL_MED -0.001 # force non-zero
score DOS_OUTLOOK_TO_MX_IMAGE 2.996
score DSN_NO_MIMEVERSION 1.997
-score EBAY_IMG_NOT_RCVD_EBAY 1.246
-score END_FUTURE_EMAILS 0.975
-score ENVFROM_GOOG_TRIX 1.103
+score EBAY_IMG_NOT_RCVD_EBAY 2.155
+score END_FUTURE_EMAILS 0.828
+score ENVFROM_GOOG_TRIX 0.995
score FAKE_REPLY_A1 2.896
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 2.143
-score FONT_INVIS_HTML_NOHTML 1.058
-score FONT_INVIS_LONG_LINE 1.436
+score FONT_INVIS_DIRECT 2.091
+score FONT_INVIS_HTML_NOHTML 1.596
+score FONT_INVIS_LONG_LINE 1.442
score FONT_INVIS_MSGID 0.001
score FONT_INVIS_NORDNS 2.497
score FORGED_RELAY_MUA_TO_MX 3.795
@@ -64,10 +64,10 @@ score FORM_FRAUD 0.9
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 1.212
-score FROM_2_EMAILS_SHORT 2.990
-score FROM_ADDR_WS 2.996
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROMSPACE 1.216
+score FROM_2_EMAILS_SHORT 2.537
+score FROM_ADDR_WS 2.997
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
@@ -75,35 +75,36 @@ score FROM_GOV_DKIM_AU -0.
score FROM_GOV_SPOOF 0.998
score FROM_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.416
+score FROM_MISSP_FREEMAIL 1.617
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.996
+score FROM_MISSP_PHISH 0.994
score FROM_MISSP_REPLYTO 2.497
-score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 1.540
+score FROM_MISSP_SPF_FAIL 0.095
+score FROM_MISSP_TO_UNDISC 0.412
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.497
score FROM_MULTI_NORDNS 3.496
-score FROM_NTLD_REPLY_FREEMAIL 1.536
+score FROM_NTLD_REPLY_FREEMAIL 1.650
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.734
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD_FP 1.754
+score FROM_WSP_TRAIL 2.199
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 0.877
+score FSL_HAS_TINYURL 0.903
score FSL_NEW_HELO_USER 0.001
score FSL_THIS_IS_ADV 0.001
-score FUZZY_BITCOIN 0.109
+score FUZZY_BITCOIN 0.624
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_GOOGLE_OBFUS 0.748
+score GB_GOOGLE_OBFUS 0.556
score GOOGLE_DOCS_PHISH 0.001
-score GOOGLE_DOC_SUSP 2.278
+score GOOGLE_DOC_SUSP 2.392
score GOOG_REDIR_NORDNS 3.096
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE 0.098
+score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.098
-score HDR_ORDER_FTSDMCXX_DIRECT 1.812
+score HDR_ORDER_FTSDMCXX_DIRECT 1.806
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.248
score HELO_NO_DOMAIN 0.001
@@ -113,146 +114,144 @@ score HK_RANDOM_FROM 0.9
score HK_RANDOM_REPLYTO 0.001
score HK_SCAM 0.001
score HK_WIN 0.998
-score HOSTED_IMG_DIRECT_MX 2.713
-score HOSTED_IMG_FREEM 3.429
+score HOSTED_IMG_DIRECT_MX 3.004
+score HOSTED_IMG_FREEM 3.432
score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 1.528
-score HTML_TEXT_INVISIBLE_FONT 1.022
-score HTML_TEXT_INVISIBLE_STYLE 1.619
-score IMG_ONLY_FM_DOM_INFO 1.555
-score JH_SPAMMY_PATTERN01 1.069
-score KHOP_FAKE_EBAY 0.679
+score HTML_SINGLET_MANY 1.533
+score HTML_TEXT_INVISIBLE_FONT 1.992
+score HTML_TEXT_INVISIBLE_STYLE 1.592
+score IMG_ONLY_FM_DOM_INFO 1.584
+score JH_SPAMMY_PATTERN01 1.906
+score KHOP_FAKE_EBAY 0.478
score KHOP_HELO_FCRDNS 0.398
-score LIST_PRTL_SAME_USER 0.688
-score LONG_HEX_URI 1.605
-score LONG_IMG_URI 0.785
+score LIST_PRTL_SAME_USER 0.999
+score LONG_HEX_URI 1.503
+score LONG_IMG_URI 0.766
score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 0.489
-score MALFORMED_FREEMAIL 1.741
-score MANY_HDRS_LCASE 0.098
+score LOTTO_DEPT 0.169
+score MALFORMED_FREEMAIL 1.737
+score MANY_HDRS_LCASE 0.099
score MAY_BE_FORGED 2.297
-score MILLION_HUNDRED 0.155
-score MILLION_USD 0.795
-score MIMEOLE_DIRECT_TO_MX 0.001
+score MILLION_HUNDRED 0.227
+score MILLION_USD 0.780
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
score MIXED_ES 2.297
-score MIXED_FONT_CASE 2.182
+score MIXED_FONT_CASE 2.249
score MIXED_HREF_CASE 1.997
-score MIXED_IMG_CASE 1.940
+score MIXED_IMG_CASE 1.374
score MONEY_ATM_CARD 2.696
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.109
-score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 0.089
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 0.093
+score MONEY_FREEMAIL_REPTO 0.034
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.444
+score MONEY_NOHTML 2.465
score MSGID_DOLLARS_URI_IMG 2.996
score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 2.346
-score NA_DOLLARS 0.877
-score NICE_REPLY_A -0.001
+score MSM_PRIO_REPTO 2.215
+score NA_DOLLARS 1.064
+score NICE_REPLY_A -0.094
score NORDNS_LOW_CONTRAST 2.084
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.755
-score OBFU_BITCOIN 0.374
+score NSL_RCVD_HELO_USER 1.538
+score OBFU_BITCOIN 0.001
score OFFER_ONLY_AMERICA 0.001
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.025
+score PDS_BAD_THREAD_QP_64 0.998
+score PDS_BTC_ID 0.273
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 0.332
+score PDS_BTC_NTLD 1.153
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_EMPTYSUBJ_URISHRT 0.499
-score PDS_FRNOM_TODOM_DBL_URL 1.405
+score PDS_EMPTYSUBJ_URISHRT 1.034
+score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 3.371
+score PDS_FROM_2_EMAILS 3.370
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_NAKED_TO_NUMERO 1.997
score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
-score PDS_OTHER_BAD_TLD 1.961
-score PDS_PHP_EVAL 0.804
+score PDS_OTHER_BAD_TLD 1.950
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.498
score PDS_SHORTFWD_URISHRT_QP 1.498
score PDS_SHORT_SPOOFED_URL 1.997
-score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_TINYSUBJ_URISHRT 0.964
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.998
+score PDS_TONAME_EQ_TOLOCAL_SHORT 1.997
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
-score PHP_ORIG_SCRIPT_EVAL 1.728
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RATWARE_NO_RDNS 0.533
+score RATWARE_NO_RDNS 1.322
score RCVD_IN_MSPIKE_H2 -0.001
score RDNS_NUM_TLD_XM 2.996
score REPTO_419_FRAUD 2.996
score REPTO_419_FRAUD_GM 2.996
score RISK_FREE 3.895
-score SENDGRID_REDIR 0.932
+score SENDGRID_REDIR 1.002
score SENDGRID_REDIR_PHISH 3.496
-score SERGIO_SUBJECT_VIAGRA01 2.179
+score SERGIO_SUBJECT_VIAGRA01 2.160
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.996
-score SHORTENER_SHORT_IMG 2.460
+score SHORTENER_SHORT_IMG 2.275
score SHORTENER_SHORT_SUBJ 0.001
score SHORT_SHORTNER 1.997
-score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.496
+score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SPOOFED_FREEMAIL 1.497
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.497
+score SPOOFED_FREEM_REPTO 2.484
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 0.719
+score STATIC_XPRIO_OLE 1.997
score STOCK_LOW_CONTRAST 0.001
-score STOX_BOUND_090909_B 2.023
+score STOX_BOUND_090909_B 2.100
score SUBJ_UNNEEDED_HTML 2.197
score SUSP_UTF8_WORD_FROM 1.997
score THIS_AD 0.698
score THIS_IS_ADV_SUSP_NTLD 0.001
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001 # force non-zero
-score TO_EQ_FM_DIRECT_MX 0.897
-score TO_EQ_FM_DOM_HTML_IMG 0.353
-score TO_EQ_FM_DOM_HTML_ONLY 1.298
-score TO_EQ_FM_DOM_SPF_FAIL 0.050
-score TO_EQ_FM_HTML_ONLY 1.098
-score TO_EQ_FM_SPF_FAIL 0.539
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
+score TO_EQ_FM_DIRECT_MX 0.894
+score TO_EQ_FM_DOM_HTML_IMG 0.504
+score TO_EQ_FM_DOM_HTML_ONLY 0.969
+score TO_EQ_FM_DOM_SPF_FAIL 0.409
+score TO_EQ_FM_HTML_ONLY 1.006
+score TO_EQ_FM_SPF_FAIL 0.151
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.238
+score TO_NAME_SUBJ_NO_RDNS 2.193
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 0.058
+score TO_NO_BRKTS_MSFT 0.064
score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.398
-score TVD_IP_HEX 3.396
-score TVD_IP_SING_HEX 2.947
-score TVD_RCVD_SPACE_BRACKET 1.417
-score TVD_SPACE_ENCODED 1.708
+score TO_NO_BRKTS_PCNT 2.392
+score TVD_IP_HEX 3.296
+score TVD_IP_SING_HEX 1.665
+score TVD_RCVD_SPACE_BRACKET 0.991
+score TVD_SPACE_ENCODED 1.421
score TVD_SPACE_RATIO_MINFP 2.497
-score TVD_SUBJ_NUM_OBFU_MINFP 1.165
-score UPGRADE_MAILBOX 0.084
+score TVD_SUBJ_NUM_OBFU_MINFP 2.426
+score UPGRADE_MAILBOX 0.060
score URI_DOTDOT_LOW_CNTRST 2.497
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 2.696
-score URI_HEX_IP 2.021
-score URI_MYSP_AC 1.946
+score URI_HEX_IP 0.888
+score URI_MYSP_AC 2.069
score URI_ONLY_MSGID_MALF 1.997
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
score URI_WPADMIN 2.497
score URI_WP_DIRINDEX 3.496
-score URI_WP_HACKED 3.496
+score URI_WP_HACKED 3.497
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.902
-score WORD_INVIS 2.999
-score WORD_INVIS_MANY 2.972
+score VFY_ACCT_NORDNS 2.901
+score WORD_INVIS 2.978
+score WORD_INVIS_MANY 2.002
score XFER_LOTSA_MONEY 0.001
-score YOU_INHERIT 2.397
+score YOU_INHERIT 2.297
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1885711&r1=1885710&r2=1885711&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jan 20 02:57:27 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 197703 26.355% (99.590% of non-spam corpus)
-# Correctly spam: 430948 57.448% (78.121% of spam corpus)
-# False positives: 813 0.108% (0.410% of nonspam, 72457 weighted)
-# False negatives: 120694 16.089% (21.879% of spam, 250440 weighted)
-# Average score for spam: 12.6 nonspam: 0.6
+# Correctly non-spam: 202821 27.129% (99.555% of non-spam corpus)
+# Correctly spam: 421303 56.352% (77.460% of spam corpus)
+# False positives: 907 0.121% (0.445% of nonspam, 77972 weighted)
+# False negatives: 122591 16.397% (22.540% of spam, 256133 weighted)
+# Average score for spam: 12.4 nonspam: 0.6
# Average for false-pos: 6.4 false-neg: 2.1
-# TOTAL: 750158 100.00%
+# TOTAL: 747622 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 24689 99.52%
-# Correctly spam: 53920 78.23%
-# False positives: 118 0.48%
-# False negatives: 15008 21.77%
-# TCR(l=50): 3.296729 SpamRecall: 78.227% SpamPrec: 99.782%
+# Correctly non-spam: 25220 98.96%
+# Correctly spam: 52663 77.53%
+# False positives: 264 1.04%
+# False negatives: 15262 22.47%
+# TCR(l=50): 2.386515 SpamRecall: 77.531% SpamPrec: 99.501%
##### 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: 191155 96.29%
-# Correctly spam: 351658 63.75%
-# False positives: 7361 3.71%
-# False negatives: 199984 36.25%
-# TCR(l=50): 0.971143 SpamRecall: 63.748% SpamPrec: 97.950%
+# Correctly non-spam: 196614 96.51%
+# Correctly spam: 346099 63.63%
+# False positives: 7114 3.49%
+# False negatives: 197795 36.37%
+# TCR(l=50): 0.982654 SpamRecall: 63.634% SpamPrec: 97.986%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 23890 96.30%
-# Correctly spam: 43896 63.68%
-# False positives: 917 3.70%
-# False negatives: 25032 36.32%
-# TCR(l=50): 0.972433 SpamRecall: 63.684% SpamPrec: 97.954%
+# Correctly non-spam: 24546 96.32%
+# Correctly spam: 43102 63.46%
+# False positives: 938 3.68%
+# False negatives: 24823 36.54%
+# TCR(l=50): 0.947046 SpamRecall: 63.455% SpamPrec: 97.870%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1885711&r1=1885710&r2=1885711&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jan 20 02:57:27 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 202333 24.340% (99.648% of non-spam corpus)
-# Correctly spam: 549469 66.098% (87.461% of spam corpus)
-# False positives: 715 0.086% (0.352% of nonspam, 146803 weighted)
-# False negatives: 78773 9.476% (12.539% of spam, 189989 weighted)
+# Correctly non-spam: 202334 24.341% (99.648% of non-spam corpus)
+# Correctly spam: 549395 66.092% (87.454% of spam corpus)
+# False positives: 714 0.086% (0.352% of nonspam, 146627 weighted)
+# False negatives: 78816 9.482% (12.546% of spam, 190328 weighted)
# Average score for spam: 19.6 nonspam: -0.6
# Average for false-pos: 6.6 false-neg: 2.4
-# TOTAL: 831290 100.00%
+# TOTAL: 831259 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 25303 99.63%
-# Correctly spam: 68633 87.53%
-# False positives: 94 0.37%
-# False negatives: 9778 12.47%
-# TCR(l=50): 5.415872 SpamRecall: 87.530% SpamPrec: 99.863%
+# Correctly non-spam: 25308 99.65%
+# Correctly spam: 68625 87.52%
+# False positives: 89 0.35%
+# False negatives: 9784 12.48%
+# TCR(l=50): 5.508571 SpamRecall: 87.522% SpamPrec: 99.870%
##### 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: 200658 98.82%
-# Correctly spam: 437407 69.62%
+# Correctly spam: 437504 69.64%
# False positives: 2390 1.18%
-# False negatives: 190835 30.38%
-# TCR(l=50): 2.024399 SpamRecall: 69.624% SpamPrec: 99.457%
+# False negatives: 190707 30.36%
+# TCR(l=50): 2.025135 SpamRecall: 69.643% SpamPrec: 99.457%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 25122 98.92%
-# Correctly spam: 54690 69.75%
+# Correctly spam: 54635 69.68%
# False positives: 275 1.08%
-# False negatives: 23721 30.25%
-# TCR(l=50): 2.092578 SpamRecall: 69.748% SpamPrec: 99.500%
+# False negatives: 23774 30.32%
+# TCR(l=50): 2.089569 SpamRecall: 69.680% SpamPrec: 99.499%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1885711&r1=1885710&r2=1885711&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Jan 20 02:57:27 2021
@@ -1,245 +1,245 @@
-# Using score set 0 logs for revision 1885640 from:
-# ham-axb-coi-bulk.r1885640.log ham-axb-generic.r1885640.log ham-axb-ham-misc.r1885640.log ham-darxus.r1885640.log ham-ena-week0.r1885640.log ham-ena-week1.r1885640.log ham-ena-week2.r1885640.log ham-ena-week3.r1885640.log ham-ena-week4.r1885640.log ham-giovanni-ham.r1885640.log ham-giovanni-spammy.r1885640.log ham-giovanni-spam.r1885640.log ham-grenier.r1885640.log ham-jhardin.r1885640.log ham-llanga.r1885640.log ham-mmiroslaw-mails-ham.r1885640.log ham-mmiroslaw-mails-spam.r1885640.log ham-npiazzi.r1885640.log ham-pds.r1885640.log ham-sihde.r1885640.log ham-spamsponge.r1885640.log ham-thendrikx.r1885640.log spam-axb-coi-bulk.r1885640.log spam-axb-generic.r1885640.log spam-axb-ham-misc.r1885640.log spam-darxus.r1885640.log spam-ena-week0.r1885640.log spam-ena-week1.r1885640.log spam-ena-week2.r1885640.log spam-ena-week3.r1885640.log spam-ena-week4.r1885640.log spam-giovanni-ham.r1885640.log spam-giovanni-spammy.r1885640.log spam-giovanni-spam.r1885640.log spam-grenier.r1885640.log
spam-jhardin.r1885640.log spam-llanga.r1885640.log spam-mmiroslaw-mails-ham.r1885640.log spam-mmiroslaw-mails-spam.r1885640.log spam-npiazzi.r1885640.log spam-pds.r1885640.log spam-sihde.r1885640.log spam-spamsponge.r1885640.log spam-thendrikx.r1885640.log
+# Using score set 0 logs for revision 1885688 from:
+# ham-axb-coi-bulk.r1885688.log ham-axb-generic.r1885688.log ham-axb-ham-misc.r1885688.log ham-darxus.r1885688.log ham-ena-week0.r1885688.log ham-ena-week1.r1885688.log ham-ena-week2.r1885688.log ham-ena-week3.r1885688.log ham-ena-week4.r1885688.log ham-giovanni-ham.r1885688.log ham-giovanni-spammy.r1885688.log ham-giovanni-spam.r1885688.log ham-grenier.r1885688.log ham-jhardin.r1885688.log ham-llanga.r1885688.log ham-mmiroslaw-mails-ham.r1885688.log ham-mmiroslaw-mails-spam.r1885688.log ham-npiazzi.r1885688.log ham-pds.r1885688.log ham-sihde.r1885688.log ham-spamsponge.r1885688.log ham-thendrikx.r1885688.log spam-axb-coi-bulk.r1885688.log spam-axb-generic.r1885688.log spam-axb-ham-misc.r1885688.log spam-darxus.r1885688.log spam-ena-week0.r1885688.log spam-ena-week1.r1885688.log spam-ena-week2.r1885688.log spam-ena-week3.r1885688.log spam-ena-week4.r1885688.log spam-giovanni-ham.r1885688.log spam-giovanni-spammy.r1885688.log spam-giovanni-spam.r1885688.log spam-grenier.r1885688.log
spam-jhardin.r1885688.log spam-llanga.r1885688.log spam-mmiroslaw-mails-ham.r1885688.log spam-mmiroslaw-mails-spam.r1885688.log spam-npiazzi.r1885688.log spam-pds.r1885688.log spam-sihde.r1885688.log spam-spamsponge.r1885688.log spam-thendrikx.r1885688.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
+score AC_DIV_BONANZA 0.001 # force non-zero
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 3.699
-score ADVANCE_FEE_2_NEW_FORM 1.628
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.486
-score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADMITS_SPAM 3.700
+score ADVANCE_FEE_2_NEW_FORM 0.001
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.514
+score ADVANCE_FEE_2_NEW_MONEY 2.000
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.275
-score ADVANCE_FEE_4_NEW 2.599
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.499
+score ADVANCE_FEE_3_NEW_MONEY 0.893
+score ADVANCE_FEE_4_NEW 2.499
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.432
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 3.399
+score ADVANCE_FEE_5_NEW 3.299
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score ALIBABA_IMG_NOT_RCVD_ALI 2.469
+score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.428
-score BIGNUM_EMAILS 2.106
-score BITCOIN_DEADLINE 1.595
-score BITCOIN_EXTORT_01 4.067
-score BITCOIN_MALF_HTML 1.884
-score BITCOIN_MALWARE 0.001
-score BITCOIN_OBFU_SUBJ 2.951
-score BITCOIN_PAY_ME 0.076
-score BITCOIN_SPAM_02 0.530
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.873
+score BIGNUM_EMAILS 2.250
+score BITCOIN_DEADLINE 1.597
+score BITCOIN_EXTORT_01 4.080
+score BITCOIN_MALF_HTML 2.217
+score BITCOIN_MALWARE 0.009
+score BITCOIN_OBFU_SUBJ 2.940
+score BITCOIN_PAY_ME 0.405
+score BITCOIN_SPAM_02 0.559
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 2.906
-score BITCOIN_XPRIO 0.398
-score BITCOIN_YOUR_INFO 0.595
+score BITCOIN_SPAM_07 3.239
+score BITCOIN_XPRIO 0.391
+score BITCOIN_YOUR_INFO 0.650
score BODY_EMPTY 1.999
-score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_URI 2.500
score BODY_SINGLE_WORD 0.974
-score BODY_URI_ONLY 1.998
-score BOGUS_MIME_VERSION 3.320
+score BODY_URI_ONLY 1.999
+score BOGUS_MIME_VERSION 3.476
score COMPENSATION 1.499
-score CTE_8BIT_MISMATCH 1.000
+score CTE_8BIT_MISMATCH 0.999
score DEAR_BENEFICIARY 0.001
score DOS_OUTLOOK_TO_MX_IMAGE 3.299
-score DSN_NO_MIMEVERSION 1.999
-score EBAY_IMG_NOT_RCVD_EBAY 1.404
-score END_FUTURE_EMAILS 2.099
-score ENVFROM_GOOG_TRIX 2.999
-score FAKE_REPLY_A1 2.999
-score FILL_THIS_FORM 0.284
+score DSN_NO_MIMEVERSION 2.000
+score EBAY_IMG_NOT_RCVD_EBAY 2.441
+score END_FUTURE_EMAILS 2.100
+score ENVFROM_GOOG_TRIX 2.057
+score FAKE_REPLY_A1 2.899
+score FILL_THIS_FORM 0.238
score FONT_INVIS_DIRECT 2.598
-score FONT_INVIS_HTML_NOHTML 2.910
-score FONT_INVIS_MSGID 1.539
-score FONT_INVIS_NORDNS 1.711
+score FONT_INVIS_HTML_NOHTML 2.999
+score FONT_INVIS_LONG_LINE 0.258
+score FONT_INVIS_MSGID 1.532
+score FONT_INVIS_NORDNS 1.737
score FORGED_RELAY_MUA_TO_MX 3.999
score FORM_FRAUD 0.999
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 3.499
score FROM_2_EMAILS_SHORT 2.999
score FROM_ADDR_WS 2.999
score FROM_MISSPACED 0.001
+score FROM_MISSP_DYNIP 2.271
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 4.000
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 2.713
+score FROM_MISSP_FREEMAIL 3.999
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_PHISH 3.421
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_TO_UNDISC 2.110
+score FROM_MISSP_TO_UNDISC 0.487
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_MULTI_NORDNS 2.594
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_MULTI_NORDNS 2.601
+score FROM_NTLD_REPLY_FREEMAIL 1.485
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WSP_TRAIL 1.776
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.397
-score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FSL_THIS_IS_ADV 0.910
-score FUZZY_BITCOIN 0.029
+score FSL_HAS_TINYURL 2.400
+score FSL_NEW_HELO_USER 0.001
+score FSL_THIS_IS_ADV 1.299
+score FUZZY_BITCOIN 0.085
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.487
-score GB_GOOGLE_OBFUS 0.750
-score GOOGLE_DOCS_PHISH 2.910
-score GOOGLE_DOC_SUSP 2.999
-score GOOG_REDIR_NORDNS 2.501
+score GB_GOOGLE_OBFUS 0.749
+score GOOGLE_DOCS_PHISH 0.001 # force non-zero
+score GOOGLE_DOC_SUSP 2.610
+score GOOG_REDIR_NORDNS 2.498
score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE 0.100
+score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.609
+score HDR_ORDER_FTSDMCXX_NORDNS 2.596
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 0.001
score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 1.632
+score HOSTED_IMG_DIRECT_MX 1.854
score HOSTED_IMG_FREEM 3.499
-score HTML_OFF_PAGE 2.999
+score HTML_OFF_PAGE 2.747
score HTML_SINGLET_MANY 0.001
-score HTML_TEXT_INVISIBLE_FONT 1.987
-score HTML_TEXT_INVISIBLE_STYLE 0.888
-score IMG_ONLY_FM_DOM_INFO 1.516
-score JH_SPAMMY_PATTERN01 2.064
-score KHOP_FAKE_EBAY 0.052
+score HTML_TEXT_INVISIBLE_FONT 1.881
+score HTML_TEXT_INVISIBLE_STYLE 0.863
+score IMG_ONLY_FM_DOM_INFO 1.372
+score JH_SPAMMY_PATTERN01 2.096
+score KHOP_FAKE_EBAY 0.299
score KHOP_HELO_FCRDNS 0.399
-score LIST_PRTL_SAME_USER 0.286
-score LONG_HEX_URI 2.597
+score LIST_PRTL_SAME_USER 0.001
+score LONG_HEX_URI 2.551
score LONG_IMG_URI 0.465
score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 1.152
-score MALFORMED_FREEMAIL 3.581
-score MANY_HDRS_LCASE 0.099
-score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.250
-score MILLION_USD 0.608
+score LOTTO_DEPT 0.845
+score MALFORMED_FREEMAIL 3.582
+score MANY_HDRS_LCASE 0.100
+score MAY_BE_FORGED 0.857
+score MILLION_HUNDRED 0.876
+score MILLION_USD 0.612
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_ES 2.499
-score MIXED_FONT_CASE 0.656
+score MIXED_FONT_CASE 0.654
score MIXED_HREF_CASE 1.999
-score MIXED_IMG_CASE 0.698
-score MONEY_ATM_CARD 2.421
+score MIXED_IMG_CASE 1.458
+score MONEY_ATM_CARD 2.653
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_3 0.001 # force non-zero
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001
+score MONEY_FRAUD_8 0.001 # force non-zero
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_DOLLARS_URI_IMG 2.999
score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 2.314
+score MSM_PRIO_REPTO 2.193
score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 1.636
+score NICE_REPLY_A -1.276
+score NORDNS_LOW_CONTRAST 1.631
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.112
-score OBFU_BITCOIN 0.486
-score OFFER_ONLY_AMERICA 0.509
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.181
+score OBFU_BITCOIN 0.088
+score OBFU_TEXT_ATTACH 0.799
+score OFFER_ONLY_AMERICA 0.502
+score ONLINE_MKTG_CNSLT 2.699
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BRAND_SUBJ_NAKED_TO 0.999
-score PDS_BTC_ID 0.411
+score PDS_BTC_ID 0.361
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.026
+score PDS_BTC_NTLD 1.864
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 1.499
+score PDS_EMPTYSUBJ_URISHRT 0.001 # force non-zero
score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 3.137
+score PDS_FROM_2_EMAILS 3.135
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_NAKED_TO_NUMERO 1.999
score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
-score PDS_OTHER_BAD_TLD 2.000
-score PDS_PHP_EVAL 1.361
-score PDS_RDNS_DYNAMIC_FP 0.001
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.499
score PDS_SHORTFWD_URISHRT_QP 1.499
score PDS_SHORT_SPOOFED_URL 1.999
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 2.000
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PHP_ORIG_SCRIPT_EVAL 2.632
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 2.596
+score RATWARE_NO_RDNS 2.209
score RDNS_NUM_TLD_XM 2.999
-score REPTO_419_FRAUD 0.796
+score REPTO_419_FRAUD 0.791
score REPTO_419_FRAUD_GM 2.999
-score RISK_FREE 3.863
+score RISK_FREE 2.573
score SENDGRID_REDIR 1.499
-score SENDGRID_REDIR_PHISH 3.499
-score SERGIO_SUBJECT_VIAGRA01 0.420
+score SENDGRID_REDIR_PHISH 3.500
+score SERGIO_SUBJECT_VIAGRA01 0.721
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 3.199
-score SHORTENER_SHORT_IMG 1.905
+score SHORTENED_URL_SRC 3.099
+score SHORTENER_SHORT_IMG 2.032
score SHORTENER_SHORT_SUBJ 2.999
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL_NO_RDNS 1.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.001
-score STOCK_LOW_CONTRAST 1.600
-score STOX_BOUND_090909_B 2.493
-score SUBJ_UNNEEDED_HTML 2.300
+score STATIC_XPRIO_OLE 1.999
+score STOCK_LOW_CONTRAST 1.635
+score STOX_BOUND_090909_B 2.487
score SUSP_UTF8_WORD_FROM 1.999
-score THIS_AD 0.799
+score THIS_AD 0.699
score THIS_IS_ADV_SUSP_NTLD 0.001
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.499
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.498
-score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_EQ_FM_DOM_HTML_IMG 0.194
+score TO_EQ_FM_DOM_HTML_ONLY 1.316
+score TO_EQ_FM_HTML_ONLY 0.425
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.500
+score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.493
+score TO_NO_BRKTS_MSFT 1.492
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.400
-score TVD_IP_HEX 3.600
-score TVD_IP_SING_HEX 2.108
-score TVD_RCVD_SPACE_BRACKET 3.699
+score TO_NO_BRKTS_PCNT 2.402
+score TVD_IP_HEX 3.599
+score TVD_IP_SING_HEX 2.855
+score TVD_RCVD_SPACE_BRACKET 3.799
score TVD_SPACE_ENCODED 2.499
score TVD_SPACE_RATIO_MINFP 2.499
-score TVD_SUBJ_NUM_OBFU_MINFP 2.324
+score TVD_SUBJ_NUM_OBFU_MINFP 1.950
score UPGRADE_MAILBOX 0.899
-score URI_DOTDOT_LOW_CNTRST 2.499
-score URI_DOTEDU 2.000
+score URI_DOTDOT_LOW_CNTRST 2.500
+score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.899
-score URI_HEX_IP 1.297
-score URI_MYSP_AC 3.800
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.252
-score URI_PHP_REDIR 3.500
-score URI_TRY_3LD 1.935
+score URI_HEX_IP 1.271
+score URI_MYSP_AC 3.699
+score URI_ONLY_MSGID_MALF 2.000
+score URI_PHISH 2.254
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 1.939
score URI_WPADMIN 2.599
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 0.509
-score WORD_INVIS 2.598
-score WORD_INVIS_MANY 2.662
+score VFY_ACCT_NORDNS 0.503
+score WORD_INVIS 2.999
+score WORD_INVIS_MANY 2.768
score XFER_LOTSA_MONEY 0.001
score XPRIO 0.001
-score YOU_INHERIT 2.399
+score YOU_INHERIT 2.299
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -276,7 +276,6 @@ score ENCRYPTED_MESSAGE -1.
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
-score FONT_INVIS_LONG_LINE 1.000
score FONT_INVIS_POSTEXTRAS 1.000
score FORM_LOW_CONTRAST 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1885711&r1=1885710&r2=1885711&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jan 20 02:57:27 2021
@@ -4,58 +4,58 @@
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 1.383
+score AC_FROM_MANY_DOTS 1.377
score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 2.301
+score ADMITS_SPAM 2.510
score ADVANCE_FEE_2_NEW_FORM 0.001
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 1.568
+score ADVANCE_FEE_2_NEW_MONEY 1.667
score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.118
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.182
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.250
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.285
+score ADVANCE_FEE_4_NEW 2.247
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.361
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 3.096
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score ALIBABA_IMG_NOT_RCVD_ALI 2.247
-score AMAZON_IMG_NOT_RCVD_AMZN 2.172
+score ALIBABA_IMG_NOT_RCVD_ALI 2.289
+score AMAZON_IMG_NOT_RCVD_AMZN 2.031
score APP_DEVELOPMENT_NORDNS 1.997
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.012
-score BIGNUM_EMAILS 1.445
-score BITCOIN_DEADLINE 0.983
-score BITCOIN_EXTORT_01 3.746
-score BITCOIN_MALF_HTML 3.496
-score BITCOIN_OBFU_SUBJ 2.951
-score BITCOIN_PAY_ME 0.001
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.299
+score BIGNUM_EMAILS 1.414
+score BITCOIN_DEADLINE 0.647
+score BITCOIN_EXTORT_01 3.360
+score BITCOIN_MALF_HTML 3.499
+score BITCOIN_OBFU_SUBJ 2.954
+score BITCOIN_PAY_ME 0.001 # force non-zero
score BITCOIN_SPAM_02 2.497
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_05 1.947
-score BITCOIN_SPAM_07 3.050
+score BITCOIN_SPAM_05 2.207
+score BITCOIN_SPAM_07 2.878
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 0.001
-score BODY_EMPTY 1.997
-score BODY_SINGLE_URI 0.364
+score BODY_EMPTY 1.998
+score BODY_SINGLE_URI 0.341
score BODY_SINGLE_WORD 2.497
-score BODY_URI_ONLY 2.272
-score BOGUS_MIME_VERSION 3.122
+score BODY_URI_ONLY 2.270
+score BOGUS_MIME_VERSION 3.499
score CTE_8BIT_MISMATCH 0.998
score DEAR_BENEFICIARY 0.001
score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.195
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_HIGH -0.167
+score DKIMWL_WL_MED -0.001 # force non-zero
score DOS_OUTLOOK_TO_MX_IMAGE 2.996
score DSN_NO_MIMEVERSION 1.997
-score EBAY_IMG_NOT_RCVD_EBAY 1.246
-score END_FUTURE_EMAILS 0.975
-score ENVFROM_GOOG_TRIX 1.103
+score EBAY_IMG_NOT_RCVD_EBAY 2.155
+score END_FUTURE_EMAILS 0.828
+score ENVFROM_GOOG_TRIX 0.995
score FAKE_REPLY_A1 2.896
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 2.143
-score FONT_INVIS_HTML_NOHTML 1.058
-score FONT_INVIS_LONG_LINE 1.436
+score FONT_INVIS_DIRECT 2.091
+score FONT_INVIS_HTML_NOHTML 1.596
+score FONT_INVIS_LONG_LINE 1.442
score FONT_INVIS_MSGID 0.001
score FONT_INVIS_NORDNS 2.497
score FORGED_RELAY_MUA_TO_MX 3.795
@@ -64,10 +64,10 @@ score FORM_FRAUD 0.9
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 1.212
-score FROM_2_EMAILS_SHORT 2.990
-score FROM_ADDR_WS 2.996
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROMSPACE 1.216
+score FROM_2_EMAILS_SHORT 2.537
+score FROM_ADDR_WS 2.997
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
@@ -75,35 +75,36 @@ score FROM_GOV_DKIM_AU -0.
score FROM_GOV_SPOOF 0.998
score FROM_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.416
+score FROM_MISSP_FREEMAIL 1.617
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.996
+score FROM_MISSP_PHISH 0.994
score FROM_MISSP_REPLYTO 2.497
-score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 1.540
+score FROM_MISSP_SPF_FAIL 0.095
+score FROM_MISSP_TO_UNDISC 0.412
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.497
score FROM_MULTI_NORDNS 3.496
-score FROM_NTLD_REPLY_FREEMAIL 1.536
+score FROM_NTLD_REPLY_FREEMAIL 1.650
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.734
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD_FP 1.754
+score FROM_WSP_TRAIL 2.199
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 0.877
+score FSL_HAS_TINYURL 0.903
score FSL_NEW_HELO_USER 0.001
score FSL_THIS_IS_ADV 0.001
-score FUZZY_BITCOIN 0.109
+score FUZZY_BITCOIN 0.624
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.001
-score GB_GOOGLE_OBFUS 0.748
+score GB_GOOGLE_OBFUS 0.556
score GOOGLE_DOCS_PHISH 0.001
-score GOOGLE_DOC_SUSP 2.278
+score GOOGLE_DOC_SUSP 2.392
score GOOG_REDIR_NORDNS 3.096
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE 0.098
+score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.098
-score HDR_ORDER_FTSDMCXX_DIRECT 1.812
+score HDR_ORDER_FTSDMCXX_DIRECT 1.806
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.248
score HELO_NO_DOMAIN 0.001
@@ -113,146 +114,144 @@ score HK_RANDOM_FROM 0.9
score HK_RANDOM_REPLYTO 0.001
score HK_SCAM 0.001
score HK_WIN 0.998
-score HOSTED_IMG_DIRECT_MX 2.713
-score HOSTED_IMG_FREEM 3.429
+score HOSTED_IMG_DIRECT_MX 3.004
+score HOSTED_IMG_FREEM 3.432
score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 1.528
-score HTML_TEXT_INVISIBLE_FONT 1.022
-score HTML_TEXT_INVISIBLE_STYLE 1.619
-score IMG_ONLY_FM_DOM_INFO 1.555
-score JH_SPAMMY_PATTERN01 1.069
-score KHOP_FAKE_EBAY 0.679
+score HTML_SINGLET_MANY 1.533
+score HTML_TEXT_INVISIBLE_FONT 1.992
+score HTML_TEXT_INVISIBLE_STYLE 1.592
+score IMG_ONLY_FM_DOM_INFO 1.584
+score JH_SPAMMY_PATTERN01 1.906
+score KHOP_FAKE_EBAY 0.478
score KHOP_HELO_FCRDNS 0.398
-score LIST_PRTL_SAME_USER 0.688
-score LONG_HEX_URI 1.605
-score LONG_IMG_URI 0.785
+score LIST_PRTL_SAME_USER 0.999
+score LONG_HEX_URI 1.503
+score LONG_IMG_URI 0.766
score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 0.489
-score MALFORMED_FREEMAIL 1.741
-score MANY_HDRS_LCASE 0.098
+score LOTTO_DEPT 0.169
+score MALFORMED_FREEMAIL 1.737
+score MANY_HDRS_LCASE 0.099
score MAY_BE_FORGED 2.297
-score MILLION_HUNDRED 0.155
-score MILLION_USD 0.795
-score MIMEOLE_DIRECT_TO_MX 0.001
+score MILLION_HUNDRED 0.227
+score MILLION_USD 0.780
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
score MIXED_ES 2.297
-score MIXED_FONT_CASE 2.182
+score MIXED_FONT_CASE 2.249
score MIXED_HREF_CASE 1.997
-score MIXED_IMG_CASE 1.940
+score MIXED_IMG_CASE 1.374
score MONEY_ATM_CARD 2.696
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.109
-score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 0.089
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 0.093
+score MONEY_FREEMAIL_REPTO 0.034
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.444
+score MONEY_NOHTML 2.465
score MSGID_DOLLARS_URI_IMG 2.996
score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 2.346
-score NA_DOLLARS 0.877
-score NICE_REPLY_A -0.001
+score MSM_PRIO_REPTO 2.215
+score NA_DOLLARS 1.064
+score NICE_REPLY_A -0.094
score NORDNS_LOW_CONTRAST 2.084
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.755
-score OBFU_BITCOIN 0.374
+score NSL_RCVD_HELO_USER 1.538
+score OBFU_BITCOIN 0.001
score OFFER_ONLY_AMERICA 0.001
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.025
+score PDS_BAD_THREAD_QP_64 0.998
+score PDS_BTC_ID 0.273
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 0.332
+score PDS_BTC_NTLD 1.153
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_EMPTYSUBJ_URISHRT 0.499
-score PDS_FRNOM_TODOM_DBL_URL 1.405
+score PDS_EMPTYSUBJ_URISHRT 1.034
+score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 3.371
+score PDS_FROM_2_EMAILS 3.370
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_NAKED_TO_NUMERO 1.997
score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
-score PDS_OTHER_BAD_TLD 1.961
-score PDS_PHP_EVAL 0.804
+score PDS_OTHER_BAD_TLD 1.950
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.498
score PDS_SHORTFWD_URISHRT_QP 1.498
score PDS_SHORT_SPOOFED_URL 1.997
-score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_TINYSUBJ_URISHRT 0.964
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.998
+score PDS_TONAME_EQ_TOLOCAL_SHORT 1.997
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
-score PHP_ORIG_SCRIPT_EVAL 1.728
score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RATWARE_NO_RDNS 0.533
+score RATWARE_NO_RDNS 1.322
score RCVD_IN_MSPIKE_H2 -0.001
score RDNS_NUM_TLD_XM 2.996
score REPTO_419_FRAUD 2.996
score REPTO_419_FRAUD_GM 2.996
score RISK_FREE 3.895
-score SENDGRID_REDIR 0.932
+score SENDGRID_REDIR 1.002
score SENDGRID_REDIR_PHISH 3.496
-score SERGIO_SUBJECT_VIAGRA01 2.179
+score SERGIO_SUBJECT_VIAGRA01 2.160
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.996
-score SHORTENER_SHORT_IMG 2.460
+score SHORTENER_SHORT_IMG 2.275
score SHORTENER_SHORT_SUBJ 0.001
score SHORT_SHORTNER 1.997
-score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.496
+score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SPOOFED_FREEMAIL 1.497
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.497
+score SPOOFED_FREEM_REPTO 2.484
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 0.719
+score STATIC_XPRIO_OLE 1.997
score STOCK_LOW_CONTRAST 0.001
-score STOX_BOUND_090909_B 2.023
+score STOX_BOUND_090909_B 2.100
score SUBJ_UNNEEDED_HTML 2.197
score SUSP_UTF8_WORD_FROM 1.997
score THIS_AD 0.698
score THIS_IS_ADV_SUSP_NTLD 0.001
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001 # force non-zero
-score TO_EQ_FM_DIRECT_MX 0.897
-score TO_EQ_FM_DOM_HTML_IMG 0.353
-score TO_EQ_FM_DOM_HTML_ONLY 1.298
-score TO_EQ_FM_DOM_SPF_FAIL 0.050
-score TO_EQ_FM_HTML_ONLY 1.098
-score TO_EQ_FM_SPF_FAIL 0.539
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
+score TO_EQ_FM_DIRECT_MX 0.894
+score TO_EQ_FM_DOM_HTML_IMG 0.504
+score TO_EQ_FM_DOM_HTML_ONLY 0.969
+score TO_EQ_FM_DOM_SPF_FAIL 0.409
+score TO_EQ_FM_HTML_ONLY 1.006
+score TO_EQ_FM_SPF_FAIL 0.151
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.238
+score TO_NAME_SUBJ_NO_RDNS 2.193
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 0.058
+score TO_NO_BRKTS_MSFT 0.064
score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.398
-score TVD_IP_HEX 3.396
-score TVD_IP_SING_HEX 2.947
-score TVD_RCVD_SPACE_BRACKET 1.417
-score TVD_SPACE_ENCODED 1.708
+score TO_NO_BRKTS_PCNT 2.392
+score TVD_IP_HEX 3.296
+score TVD_IP_SING_HEX 1.665
+score TVD_RCVD_SPACE_BRACKET 0.991
+score TVD_SPACE_ENCODED 1.421
score TVD_SPACE_RATIO_MINFP 2.497
-score TVD_SUBJ_NUM_OBFU_MINFP 1.165
-score UPGRADE_MAILBOX 0.084
+score TVD_SUBJ_NUM_OBFU_MINFP 2.426
+score UPGRADE_MAILBOX 0.060
score URI_DOTDOT_LOW_CNTRST 2.497
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 2.696
-score URI_HEX_IP 2.021
-score URI_MYSP_AC 1.946
+score URI_HEX_IP 0.888
+score URI_MYSP_AC 2.069
score URI_ONLY_MSGID_MALF 1.997
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
score URI_WPADMIN 2.497
score URI_WP_DIRINDEX 3.496
-score URI_WP_HACKED 3.496
+score URI_WP_HACKED 3.497
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.902
-score WORD_INVIS 2.999
-score WORD_INVIS_MANY 2.972
+score VFY_ACCT_NORDNS 2.901
+score WORD_INVIS 2.978
+score WORD_INVIS_MANY 2.002
score XFER_LOTSA_MONEY 0.001
-score YOU_INHERIT 2.397
+score YOU_INHERIT 2.297
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1885711&r1=1885710&r2=1885711&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jan 20 02:57:27 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 197703 26.355% (99.590% of non-spam corpus)
-# Correctly spam: 430948 57.448% (78.121% of spam corpus)
-# False positives: 813 0.108% (0.410% of nonspam, 72457 weighted)
-# False negatives: 120694 16.089% (21.879% of spam, 250440 weighted)
-# Average score for spam: 12.6 nonspam: 0.6
+# Correctly non-spam: 202821 27.129% (99.555% of non-spam corpus)
+# Correctly spam: 421303 56.352% (77.460% of spam corpus)
+# False positives: 907 0.121% (0.445% of nonspam, 77972 weighted)
+# False negatives: 122591 16.397% (22.540% of spam, 256133 weighted)
+# Average score for spam: 12.4 nonspam: 0.6
# Average for false-pos: 6.4 false-neg: 2.1
-# TOTAL: 750158 100.00%
+# TOTAL: 747622 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 24689 99.52%
-# Correctly spam: 53920 78.23%
-# False positives: 118 0.48%
-# False negatives: 15008 21.77%
-# TCR(l=50): 3.296729 SpamRecall: 78.227% SpamPrec: 99.782%
+# Correctly non-spam: 25220 98.96%
+# Correctly spam: 52663 77.53%
+# False positives: 264 1.04%
+# False negatives: 15262 22.47%
+# TCR(l=50): 2.386515 SpamRecall: 77.531% SpamPrec: 99.501%
##### 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: 191155 96.29%
-# Correctly spam: 351658 63.75%
-# False positives: 7361 3.71%
-# False negatives: 199984 36.25%
-# TCR(l=50): 0.971143 SpamRecall: 63.748% SpamPrec: 97.950%
+# Correctly non-spam: 196614 96.51%
+# Correctly spam: 346099 63.63%
+# False positives: 7114 3.49%
+# False negatives: 197795 36.37%
+# TCR(l=50): 0.982654 SpamRecall: 63.634% SpamPrec: 97.986%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 23890 96.30%
-# Correctly spam: 43896 63.68%
-# False positives: 917 3.70%
-# False negatives: 25032 36.32%
-# TCR(l=50): 0.972433 SpamRecall: 63.684% SpamPrec: 97.954%
+# Correctly non-spam: 24546 96.32%
+# Correctly spam: 43102 63.46%
+# False positives: 938 3.68%
+# False negatives: 24823 36.54%
+# TCR(l=50): 0.947046 SpamRecall: 63.455% SpamPrec: 97.870%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1885711&r1=1885710&r2=1885711&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jan 20 02:57:27 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 202333 24.340% (99.648% of non-spam corpus)
-# Correctly spam: 549469 66.098% (87.461% of spam corpus)
-# False positives: 715 0.086% (0.352% of nonspam, 146803 weighted)
-# False negatives: 78773 9.476% (12.539% of spam, 189989 weighted)
+# Correctly non-spam: 202334 24.341% (99.648% of non-spam corpus)
+# Correctly spam: 549395 66.092% (87.454% of spam corpus)
+# False positives: 714 0.086% (0.352% of nonspam, 146627 weighted)
+# False negatives: 78816 9.482% (12.546% of spam, 190328 weighted)
# Average score for spam: 19.6 nonspam: -0.6
# Average for false-pos: 6.6 false-neg: 2.4
-# TOTAL: 831290 100.00%
+# TOTAL: 831259 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 25303 99.63%
-# Correctly spam: 68633 87.53%
-# False positives: 94 0.37%
-# False negatives: 9778 12.47%
-# TCR(l=50): 5.415872 SpamRecall: 87.530% SpamPrec: 99.863%
+# Correctly non-spam: 25308 99.65%
+# Correctly spam: 68625 87.52%
+# False positives: 89 0.35%
+# False negatives: 9784 12.48%
+# TCR(l=50): 5.508571 SpamRecall: 87.522% SpamPrec: 99.870%
##### 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: 200658 98.82%
-# Correctly spam: 437407 69.62%
+# Correctly spam: 437504 69.64%
# False positives: 2390 1.18%
-# False negatives: 190835 30.38%
-# TCR(l=50): 2.024399 SpamRecall: 69.624% SpamPrec: 99.457%
+# False negatives: 190707 30.36%
+# TCR(l=50): 2.025135 SpamRecall: 69.643% SpamPrec: 99.457%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 25122 98.92%
-# Correctly spam: 54690 69.75%
+# Correctly spam: 54635 69.68%
# False positives: 275 1.08%
-# False negatives: 23721 30.25%
-# TCR(l=50): 2.092578 SpamRecall: 69.748% SpamPrec: 99.500%
+# False negatives: 23774 30.32%
+# TCR(l=50): 2.089569 SpamRecall: 69.680% SpamPrec: 99.499%