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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2021/11/13 02:51:29 UTC
svn commit: r1894989 [2/2] - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1894989&r1=1894988&r2=1894989&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Nov 13 02:51:29 2021
@@ -1,195 +1,197 @@
-# Using score set 0 logs for revision 1894948 from:
-# ham-darxus.r1894948.log ham-ena-week0.r1894948.log ham-ena-week1.r1894948.log ham-ena-week2.r1894948.log ham-ena-week3.r1894948.log ham-ena-week4.r1894948.log ham-giovanni-ham.r1894948.log ham-giovanni-spammy.r1894948.log ham-giovanni-spam.r1894948.log ham-grenier.r1894948.log ham-hege.r1894948.log ham-jhardin.r1894948.log ham-llanga.r1894948.log ham-mmiroslaw-mails-ham.r1894948.log ham-mmiroslaw-mails-spam.r1894948.log ham-pds.r1894948.log ham-spamsponge.r1894948.log ham-thendrikx.r1894948.log ham-tsz-spam-corpus.r1894948.log spam-darxus.r1894948.log spam-ena-week0.r1894948.log spam-ena-week1.r1894948.log spam-ena-week2.r1894948.log spam-ena-week3.r1894948.log spam-ena-week4.r1894948.log spam-giovanni-ham.r1894948.log spam-giovanni-spammy.r1894948.log spam-giovanni-spam.r1894948.log spam-grenier.r1894948.log spam-hege.r1894948.log spam-jhardin.r1894948.log spam-llanga.r1894948.log spam-mmiroslaw-mails-ham.r1894948.log spam-mmiroslaw-mails-spam.r1894948.log spam-pds.r1894948.log s
pam-spamsponge.r1894948.log spam-thendrikx.r1894948.log spam-tsz-spam-corpus.r1894948.log
+# Using score set 0 logs for revision 1894968 from:
+# ham-darxus.r1894968.log ham-ena-week0.r1894968.log ham-ena-week1.r1894968.log ham-ena-week2.r1894968.log ham-ena-week3.r1894968.log ham-ena-week4.r1894968.log ham-giovanni-ham.r1894968.log ham-giovanni-spammy.r1894968.log ham-giovanni-spam.r1894968.log ham-grenier.r1894968.log ham-hege.r1894968.log ham-jhardin.r1894968.log ham-llanga.r1894968.log ham-mmiroslaw-mails-ham.r1894968.log ham-mmiroslaw-mails-spam.r1894968.log ham-pds.r1894968.log ham-spamsponge.r1894968.log ham-thendrikx.r1894968.log ham-tsz-spam-corpus.r1894968.log spam-darxus.r1894968.log spam-ena-week0.r1894968.log spam-ena-week1.r1894968.log spam-ena-week2.r1894968.log spam-ena-week3.r1894968.log spam-ena-week4.r1894968.log spam-giovanni-ham.r1894968.log spam-giovanni-spammy.r1894968.log spam-giovanni-spam.r1894968.log spam-grenier.r1894968.log spam-hege.r1894968.log spam-jhardin.r1894968.log spam-llanga.r1894968.log spam-mmiroslaw-mails-ham.r1894968.log spam-mmiroslaw-mails-spam.r1894968.log spam-pds.r1894968.log s
pam-spamsponge.r1894968.log spam-thendrikx.r1894968.log spam-tsz-spam-corpus.r1894968.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.999
+score AC_HTML_NONSENSE_TAGS 1.538
score ADMITS_SPAM 3.099
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.405
-score ADVANCE_FEE_3_NEW 2.020
+score ADVANCE_FEE_2_NEW_MONEY 0.640
+score ADVANCE_FEE_3_NEW 1.899
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 3.099
-score ADVANCE_FEE_4_NEW 1.098
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_4_NEW 2.699
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.833
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 0.847
+score ADVANCE_FEE_5_NEW 0.912
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score ANY_PILL_PRICE 2.019
-score APOSTROPHE_TOCC 0.069
+score ANY_PILL_PRICE 3.211
+score APOSTROPHE_TOCC 0.678
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.585
-score AXB_XM_FORGED_OL2600 2.175
-score BIGNUM_EMAILS_FREEM 0.204
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.292
+score AXB_XM_FORGED_OL2600 0.543
+score BIGNUM_EMAILS_FREEM 0.001
score BIGNUM_EMAILS_MANY 2.999
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 3.503
+score BITCOIN_EXTORT_01 4.627
score BITCOIN_IMGUR 3.499
score BITCOIN_MALF_HTML 3.499
-score BITCOIN_SPAM_02 1.504
+score BITCOIN_SPAM_02 1.503
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 2.325
-score BODY_SINGLE_WORD 2.499
+score BODY_SINGLE_URI 2.469
+score BODY_SINGLE_WORD 2.359
score BOGUS_MIME_VERSION 3.499
-score CK_HELO_GENERIC 0.250
-score CONTENT_AFTER_HTML 1.641
+score CK_HELO_GENERIC 0.249
+score CONTENT_AFTER_HTML 2.101
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.933
+score DEAR_BENEFICIARY 1.001
score ENCRYPTED_MESSAGE -0.999
-score FACEBOOK_IMG_NOT_RCVD_FB 1.492
-score FILL_THIS_FORM 1.207
+score FACEBOOK_IMG_NOT_RCVD_FB 1.498
+score FILL_THIS_FORM 1.699
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.597
-score FONT_INVIS_LONG_LINE 0.313
-score FONT_INVIS_MSGID 2.027
+score FONT_INVIS_HTML_NOHTML 2.746
+score FONT_INVIS_LONG_LINE 0.882
+score FONT_INVIS_MSGID 2.498
score FONT_INVIS_NORDNS 0.001
score FONT_INVIS_POSTEXTRAS 2.751
-score FORM_FRAUD_5 0.001
+score FORM_FRAUD_5 1.139
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_IN_TO_AND_SUBJ 2.499
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.499
+score FROM_MISSP_DYNIP 2.431
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 3.399
+score FROM_MISSP_FREEMAIL 3.400
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 2.604
-score FROM_MISSP_TO_UNDISC 1.253
+score FROM_MISSP_PHISH 2.600
+score FROM_MISSP_TO_UNDISC 0.627
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 2.829
+score FROM_MULTI_NORDNS 2.499
score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_SUSPICIOUS_NTLD 0.283
-score FROM_SUSPICIOUS_NTLD_FP 1.518
-score FROM_WSP_TRAIL 2.699
+score FROM_SUSPICIOUS_NTLD 0.371
+score FROM_SUSPICIOUS_NTLD_FP 1.430
+score FROM_WSP_TRAIL 2.499
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 0.357
-score FUZZY_BITCOIN 2.999
+score FUZZY_AMAZON 0.001
+score FUZZY_BITCOIN 2.899
score FUZZY_CLICK_HERE 2.599
-score FUZZY_WALLET 2.299
+score FUZZY_WALLET 2.199
score GAPPY_LOW_CONTRAST 2.499
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOG_IMG_NOT_RCVD_GOOG 2.252
+score GB_GOOG_IMG_NOT_RCVD_GOOG 2.319
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_STO_EMAIL_PHISH 2.219
-score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_NOIMG_HTML 2.999
+score GOOG_REDIR_NORDNS 2.601
+score GOOG_STO_EMAIL_PHISH 2.663
+score GOOG_STO_IMG_HTML 2.930
+score GOOG_STO_NOIMG_HTML 3.000
score HAS_X_OUTGOING_SPAM_STAT 1.999
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.252
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 2.103
+score HDR_ORDER_FTSDMCXX_DIRECT 0.109
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 1.000
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.001
+score HK_SCAM 0.252
score HK_SPAMMY_FILENAME 2.699
score HK_WIN 0.999
score HOSTED_IMG_DIRECT_MX 3.499
score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI_PUB_01 2.999
+score HOSTED_IMG_MULTI_PUB_01 3.000
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 0.001
-score HTML_TAG_BALANCE_CENTER 2.095
-score HTML_TEXT_INVISIBLE_STYLE 0.001
-score IMG_ONLY_FM_DOM_INFO 1.618
+score HTML_TAG_BALANCE_CENTER 2.200
+score HTML_TEXT_INVISIBLE_STYLE 1.985
+score IMG_ONLY_FM_DOM_INFO 1.522
score JH_SPAMMY_HEADERS 3.499
score JH_SPAMMY_PATTERN01 2.999
score LINKEDIN_IMG_NOT_RCVD_LNKN 2.499
-score LONGLN_LOW_CONTRAST 1.126
+score LONGLN_LOW_CONTRAST 1.482
score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.092
+score LONG_INVISIBLE_TEXT 1.522
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
score LOTTO_DEPT 0.001
score MALWARE_NORDNS 0.001
score MALW_ATTACH 2.600
-score MANY_SPAN_IN_TEXT 2.699
-score MILLION_HUNDRED 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.819
+score MANY_SPAN_IN_TEXT 2.602
+score MILLION_HUNDRED 0.001 # force non-zero
+score MIMEOLE_DIRECT_TO_MX 0.149
+score MIXED_AREA_CASE 0.147
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 3.290
-score MIXED_FONT_CASE 2.172
-score MIXED_HREF_CASE 1.578
-score MIXED_IMG_CASE 0.669
-score MONEY_FORM_SHORT 2.230
-score MONEY_FRAUD_3 2.238
-score MONEY_FRAUD_5 0.441
+score MIXED_ES 3.246
+score MIXED_FONT_CASE 2.288
+score MIXED_HREF_CASE 0.561
+score MIXED_IMG_CASE 2.823
+score MONEY_FORM_SHORT 1.978
+score MONEY_FRAUD_3 2.232
+score MONEY_FRAUD_5 1.039
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.555
-score MONEY_FROM_41 0.487
+score MONEY_FREEMAIL_REPTO 1.556
+score MONEY_FROM_41 1.670
score MONEY_FROM_MISSP 0.001
-score MSGID_NOFQDN1 0.720
+score MSGID_NOFQDN1 0.719
score MSMAIL_PRI_ABNORMAL 0.001
-score NA_DOLLARS 0.596
-score NICE_REPLY_A -4.099
-score NORDNS_LOW_CONTRAST 1.887
-score NO_FM_NAME_IP_HOSTN 2.262
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.766
+score NA_DOLLARS 0.834
+score NICE_REPLY_A -0.001
+score NORDNS_LOW_CONTRAST 1.888
+score NO_FM_NAME_IP_HOSTN 2.261
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.609
score ODD_FREEM_REPTO 2.999
-score OFFER_ONLY_AMERICA 1.354
+score OFFER_ONLY_AMERICA 1.464
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 1.000
-score PDS_BTC_NTLD 1.953
+score PDS_BTC_MSGID 0.999
+score PDS_BTC_NTLD 1.999
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 1.499
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_HP_HELO_NORDNS 1.000
+score PDS_OTHER_BAD_TLD 1.851
score PDS_PHP_EVAL 1.499
-score PDS_RDNS_DYNAMIC_FP 0.010
+score PDS_RDNS_DYNAMIC_FP 0.001
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_FREEM_FORGE 2.000
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 2.000
score PHP_ORIG_SCRIPT 2.499
-score PHP_ORIG_SCRIPT_EVAL 2.999
+score PHP_ORIG_SCRIPT_EVAL 3.000
score PHP_SCRIPT 2.499
-score POSSIBLE_AMAZON_PHISH_02 3.299
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score POSSIBLE_AMAZON_PHISH_02 3.399
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_HEADER_LIST_SPOOF 2.999
score RAND_HEADER_MANY 2.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.689
-score RDNS_NUM_TLD_XM 0.001
-score REPTO_419_FRAUD 2.999
+score RATWARE_NO_RDNS 0.001
+score RDNS_NUM_TLD_XM 2.691
+score REPTO_419_FRAUD 2.950
score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 3.099
-score SCRIPT_GIBBERISH 1.335
+score REPTO_419_FRAUD_GM_LOOSE 1.000
+score RISK_FREE 2.999
+score SCRIPT_GIBBERISH 1.336
score SENDGRID_REDIR 1.499
-score SEO_SUSP_NTLD 0.498
-score SERGIO_SUBJECT_VIAGRA01 3.299
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SEO_SUSP_NTLD 1.199
+score SERGIO_SUBJECT_VIAGRA01 3.363
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
score SHORTENED_URL_SRC 2.699
score SHORTENER_SHORT_IMG 2.499
score SHORT_SHORTNER 1.999
-score STATIC_XPRIO_OLE 0.694
+score STATIC_XPRIO_OLE 0.001
+score SUBJ_OBFU_LOW_CNTRST 2.500
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_SUBJ 2.000
-score THIS_AD 1.499
+score SUSP_UTF8_WORD_SUBJ 1.999
+score THIS_AD 1.299
score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.671
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.846
score TO_NO_BRKTS_DYNIP 0.001 # force non-zero
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
@@ -197,30 +199,30 @@ score TO_NO_BRKTS_HTML_ONLY 1.9
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 2.899
-score TVD_SPACE_ENC_FM_MIME 0.675
+score TVD_RCVD_SPACE_BRACKET 2.799
+score TVD_SPACE_ENC_FM_MIME 0.914
score UNDISC_FREEM 3.599
-score UNDISC_MONEY 3.599
+score UNDISC_MONEY 3.699
score UNICODE_OBFU_ASC 2.499
score URI_DOTEDU 1.999
score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.699
+score URI_GOOGLE_PROXY 2.600
score URI_GOOG_STO_SPAMMY 2.999
score URI_IN_URI_10 2.699
score URI_PHISH 3.999
-score URI_PHP_REDIR 3.499
+score URI_PHP_REDIR 3.500
score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.799
+score URI_WPADMIN 2.700
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 0.500
-score XFER_LOTSA_MONEY 0.992
+score VFY_ACCT_NORDNS 2.683
+score XFER_LOTSA_MONEY 0.999
score XM_DIGITS_ONLY 2.999
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score YOU_INHERIT 2.599
-score ZW_OBFU_FREEM 1.999
+score YOU_INHERIT 1.684
+score ZW_OBFU_FREEM 2.000
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -271,7 +273,6 @@ score FORM_FRAUD 1.0
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_ADDR_WS 1.000
-score FROM_MISSP_REPLYTO 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
@@ -348,6 +349,7 @@ score SYSADMIN 1.0
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
+score TO_NO_BRKTS_MSFT 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1894989&r1=1894988&r2=1894989&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Nov 13 02:51:29 2021
@@ -1,228 +1,227 @@
# Using score set 1 logs for revision 1894776 from:
# ham-net-darxus.r1894776.log ham-net-ena-week0.r1894776.log ham-net-ena-week1.r1894776.log ham-net-ena-week2.r1894776.log ham-net-ena-week3.r1894776.log ham-net-ena-week4.r1894776.log ham-net-giovanni-ham.r1894776.log ham-net-giovanni-spammy.r1894776.log ham-net-giovanni-spam.r1894776.log ham-net-grenier.r1894776.log ham-net-hege.r1894776.log ham-net-jhardin.r1894776.log ham-net-llanga.r1894776.log ham-net-mmiroslaw-mails-ham.r1894776.log ham-net-mmiroslaw-mails-spam.r1894776.log ham-net-pds.r1894776.log ham-net-spamsponge.r1894776.log ham-net-thendrikx.r1894776.log spam-net-darxus.r1894776.log spam-net-ena-week0.r1894776.log spam-net-ena-week1.r1894776.log spam-net-ena-week2.r1894776.log spam-net-ena-week3.r1894776.log spam-net-ena-week4.r1894776.log spam-net-giovanni-ham.r1894776.log spam-net-giovanni-spammy.r1894776.log spam-net-giovanni-spam.r1894776.log spam-net-grenier.r1894776.log spam-net-hege.r1894776.log spam-net-jhardin.r1894776.log spam-net-llanga.r1894776.log spam-net-
mmiroslaw-mails-ham.r1894776.log spam-net-mmiroslaw-mails-spam.r1894776.log spam-net-pds.r1894776.log spam-net-spamsponge.r1894776.log spam-net-thendrikx.r1894776.log
-score ACCT_PHISHING_MANY 2.996
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.938
-score AC_HTML_NONSENSE_TAGS 1.997
+score AC_FROM_MANY_DOTS 0.947
+score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 0.843
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 0.300
+score ADVANCE_FEE_2_NEW_MONEY 0.235
+score ADVANCE_FEE_3_NEW 0.255
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.596
-score ADVANCE_FEE_4_NEW 0.549
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.068
-score ADVANCE_FEE_4_NEW_MONEY 0.682
-score ADVANCE_FEE_5_NEW 2.297
+score ADVANCE_FEE_3_NEW_MONEY 2.699
+score ADVANCE_FEE_4_NEW 0.547
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.834
+score ADVANCE_FEE_4_NEW_MONEY 0.685
+score ADVANCE_FEE_5_NEW 2.299
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.498
-score AMAZON_IMG_NOT_RCVD_AMZN 2.498
-score APOSTROPHE_TOCC 0.824
-score APP_DEVELOPMENT_NORDNS 1.650
+score AD_PREFS 0.499
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score APOSTROPHE_TOCC 0.406
+score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.663
-score BIGNUM_EMAILS_MANY 2.997
-score BITCOIN_IMGUR 3.496
-score BITCOIN_MALF_HTML 3.496
+score BIGNUM_EMAILS_FREEM 1.374
+score BIGNUM_EMAILS_MANY 3.000
+score BITCOIN_IMGUR 3.499
+score BITCOIN_MALF_HTML 3.500
score BITCOIN_MALWARE 0.001
-score BITCOIN_SPAM_02 1.455
+score BITCOIN_SPAM_02 1.453
score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_07 3.496
-score BITCOIN_SPAM_09 1.498
+score BITCOIN_SPAM_07 3.499
+score BITCOIN_SPAM_09 1.499
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 1.711
-score BODY_SINGLE_URI 0.515
+score BITCOIN_YOUR_INFO 1.117
+score BODY_SINGLE_URI 0.516
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.587
-score BOGUS_MIME_VERSION 3.077
+score BODY_URI_ONLY 0.797
+score BOGUS_MIME_VERSION 3.069
score CK_HELO_GENERIC 0.001
score CONTENT_AFTER_HTML 0.001
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.426
-score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.699
+score DEAR_BENEFICIARY 1.400
+score DKIMWL_BL 2.999
+score DKIMWL_WL_HIGH -0.701
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
score END_FUTURE_EMAILS 0.001
-score FACEBOOK_IMG_NOT_RCVD_FB 1.997
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 1.084
-score FONT_INVIS_LONG_LINE 2.768
-score FONT_INVIS_MSGID 2.456
-score FONT_INVIS_POSTEXTRAS 2.130
-score FORGED_SPF_HELO 1.498
+score FONT_INVIS_HTML_NOHTML 1.621
+score FONT_INVIS_LONG_LINE 2.769
+score FONT_INVIS_MSGID 2.451
+score FONT_INVIS_POSTEXTRAS 2.311
+score FORGED_SPF_HELO 1.499
score FORM_FRAUD 0.001
-score FORM_FRAUD_3 1.538
-score FORM_FRAUD_5 0.789
-score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.998
+score FORM_FRAUD_3 0.087
+score FORM_FRAUD_5 0.950
+score FOUND_YOU 3.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_IN_TO_AND_SUBJ 2.297
+score FROM_IN_TO_AND_SUBJ 2.299
score FROM_MISSPACED 0.001
-score FROM_MISSP_EH_MATCH 0.001 # force non-zero
-score FROM_MISSP_FREEMAIL 0.156
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 0.165
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 1.459
+score FROM_MISSP_PHISH 1.471
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 0.657
+score FROM_MISSP_TO_UNDISC 2.199
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.894
-score FROM_PAYPAL_SPOOF 1.597
+score FROM_MULTI_NORDNS 1.893
+score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.001
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_WSP_TRAIL 2.197
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_WSP_TRAIL 2.199
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score FUZZY_BITCOIN 2.550
-score FUZZY_WALLET 2.097
-score GAPPY_LOW_CONTRAST 2.497
-score GB_FAKE_RF_SHORT 0.839
-score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_STO_EMAIL_PHISH 2.925
-score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.946
-score HAS_X_OUTGOING_SPAM_STAT 0.568
-score HDRS_LCASE_IMGONLY 0.098
+score FUZZY_BITCOIN 2.829
+score FUZZY_WALLET 2.099
+score GAPPY_LOW_CONTRAST 2.499
+score GB_FAKE_RF_SHORT 0.755
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_STO_EMAIL_PHISH 2.391
+score GOOG_STO_IMG_HTML 2.999
+score GOOG_STO_NOIMG_HTML 2.951
+score HAS_X_OUTGOING_SPAM_STAT 0.382
+score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.998
+score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.001
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.560
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.007
-score HK_SPAMMY_FILENAME 2.197
-score HK_WIN 0.998
-score HOSTED_IMG_DIRECT_MX 3.496
-score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 0.707
-score HTML_FONT_TINY_NORDNS 1.796
+score HK_RANDOM_FROM 0.559
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.002
+score HK_SPAMMY_FILENAME 2.199
+score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_FREEM 3.499
+score HOSTED_IMG_MULTI_PUB_01 3.000
+score HTML_ENTITY_ASCII 1.446
+score HTML_FONT_TINY_NORDNS 1.797
score HTML_OFF_PAGE 0.001
score HTML_SINGLET_MANY 0.001
-score HTML_TAG_BALANCE_CENTER 2.503
+score HTML_TAG_BALANCE_CENTER 2.567
score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 1.934
-score JH_SPAMMY_HEADERS 3.496
-score JH_SPAMMY_PATTERN01 1.329
-score KHOP_HELO_FCRDNS 0.398
+score HTML_TEXT_INVISIBLE_STYLE 1.933
+score JH_SPAMMY_HEADERS 3.499
+score JH_SPAMMY_PATTERN01 1.996
+score KHOP_HELO_FCRDNS 0.399
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 0.951
+score LONG_HEX_URI 0.932
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 0.953
+score LONG_INVISIBLE_TEXT 0.954
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
score LOTTO_DEPT 0.001
-score MALWARE_NORDNS 0.061
-score MILLION_HUNDRED 0.620
+score MALWARE_NORDNS 0.655
+score MILLION_HUNDRED 0.749
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.094
-score MIXED_CENTER_CASE 0.875
-score MIXED_ES 2.741
-score MIXED_FONT_CASE 2.499
-score MIXED_HREF_CASE 1.629
-score MIXED_IMG_CASE 2.663
-score MONEY_FORM_SHORT 0.234
-score MONEY_FRAUD_3 2.411
+score MIXED_AREA_CASE 0.932
+score MIXED_CENTER_CASE 0.884
+score MIXED_ES 3.000
+score MIXED_FONT_CASE 2.447
+score MIXED_HREF_CASE 1.157
+score MIXED_IMG_CASE 1.470
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 2.481
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 0.001
score MONEY_FROM_MISSP 0.001
score MSMAIL_PRI_ABNORMAL 0.001
-score NA_DOLLARS 1.498
-score NICE_REPLY_A -3.449
+score NA_DOLLARS 1.500
+score NICE_REPLY_A -1.852
score NORDNS_LOW_CONTRAST 0.001
-score NO_FM_NAME_IP_HOSTN 0.001
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.833
-score OBFU_BITCOIN 1.351
-score OBFU_TEXT_ATTACH 1.048
-score ODD_FREEM_REPTO 2.820
+score NSL_RCVD_HELO_USER 0.398
+score OBFU_TEXT_ATTACH 0.825
+score ODD_FREEM_REPTO 2.761
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 0.856
-score PDS_DBL_URL_TNB_RUNON 1.988
-score PDS_FRNOM_TODOM_DBL_URL 1.035
-score PDS_FRNOM_TODOM_NAKED_TO 0.999
-score PDS_FROM_NAME_TO_DOMAIN 1.997
+score PDS_BTC_NTLD 0.001
+score PDS_DBL_URL_TNB_RUNON 1.932
+score PDS_FRNOM_TODOM_DBL_URL 1.468
+score PDS_FRNOM_TODOM_NAKED_TO 1.411
+score PDS_FROM_NAME_TO_DOMAIN 1.591
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 0.001
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
+score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
score PHP_ORIG_SCRIPT 0.001
-score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.998
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.996
+score PHP_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RAND_MKTG_HEADER 1.999
+score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.276
-score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.238
-score RISK_FREE 2.039
+score RDNS_NUM_TLD_XM 0.896
+score REPTO_419_FRAUD 2.999
+score REPTO_419_FRAUD_GM 2.243
+score RISK_FREE 1.828
score SCRIPT_GIBBERISH 0.001
-score SENDGRID_REDIR 0.001
-score SERGIO_SUBJECT_VIAGRA01 4.195
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.297
-score SHORTENER_SHORT_IMG 1.525
-score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 1.455
+score SENDGRID_REDIR 0.001 # force non-zero
+score SERGIO_SUBJECT_VIAGRA01 4.199
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENED_URL_SRC 2.299
+score SHORTENER_SHORT_IMG 0.404
+score SHORT_SHORTNER 1.999
+score SPOOFED_FREEMAIL 1.383
score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 2.497
-score SPOOF_GMAIL_MID 1.359
+score SPOOFED_FREEM_REPTO 2.500
+score SPOOF_GMAIL_MID 1.439
score STATIC_XPRIO_OLE 0.001
-score SUSP_UTF8_WORD_FROM 1.997
-score THIS_AD 0.898
+score SUSP_UTF8_WORD_FROM 1.999
+score THIS_AD 0.799
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.379
-score TO_NO_BRKTS_DYNIP 0.251
-score TO_NO_BRKTS_FROM_MSSP 1.294
-score TO_NO_BRKTS_HTML_IMG 1.997
-score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NAME_SUBJ_NO_RDNS 2.276
+score TO_NO_BRKTS_DYNIP 0.252
+score TO_NO_BRKTS_FROM_MSSP 1.333
+score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_NORDNS_HTML 1.204
-score TO_NO_BRKTS_PCNT 1.218
-score TRANSFORM_LIFE 2.497
-score TVD_RCVD_SPACE_BRACKET 2.696
-score UNDISC_FREEM 3.096
-score UNDISC_MONEY 3.396
-score UNICODE_OBFU_ASC 2.497
-score URI_DOTEDU 1.997
-score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.397
-score URI_GOOG_STO_SPAMMY 2.996
-score URI_IN_URI_10 2.197
-score URI_PHISH 3.995
-score URI_PHP_REDIR 3.271
-score URI_TRY_3LD 1.997
-score URI_WPADMIN 2.596
-score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.497
+score TO_NO_BRKTS_PCNT 0.479
+score TRANSFORM_LIFE 2.499
+score TVD_RCVD_SPACE_BRACKET 2.699
+score UNDISC_FREEM 3.099
+score UNDISC_MONEY 3.399
+score UNICODE_OBFU_ASC 2.499
+score URI_DOTEDU 1.999
+score URI_FIREBASEAPP 2.999
+score URI_GOOGLE_PROXY 2.299
+score URI_GOOG_STO_SPAMMY 2.253
+score URI_IN_URI_10 2.199
+score URI_ONLY_MSGID_MALF 2.000
+score URI_PHISH 4.000
+score URI_PHP_REDIR 3.274
+score URI_TRY_3LD 1.999
+score URI_WPADMIN 2.599
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 2.131
-score XM_LIGHT_HEAVY 2.497
-score XM_RANDOM 2.497
-score XM_RECPTID 2.996
+score XM_DIGITS_ONLY 2.999
+score XM_LIGHT_HEAVY 2.499
+score XM_RANDOM 2.499
+score XM_RECPTID 2.999
score XPRIO 0.001
-score YOU_INHERIT 2.297
-score ZW_OBFU_FREEM 1.997
+score YOU_INHERIT 2.200
+score ZW_OBFU_FREEM 1.999
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -302,6 +301,7 @@ score HAS_X_NO_RELAY 1.0
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
+score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
score HTML_ENTITY_ASCII_TINY 1.000
@@ -324,6 +324,7 @@ score MSGID_HDR_MALF 1.0
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
+score OBFU_BITCOIN 1.000
score OFFER_ONLY_AMERICA 1.000
score PDS_HELO_SPF_FAIL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
@@ -377,7 +378,6 @@ score URI_DOTEDU_ENTITY 1.0
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
-score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1894989&r1=1894988&r2=1894989&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Nov 13 02:51:29 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 268508 36.243% (99.638% of non-spam corpus)
-# Correctly spam: 344624 46.517% (73.111% of spam corpus)
-# False positives: 976 0.132% (0.362% of nonspam, 62976 weighted)
-# False negatives: 126750 17.109% (26.889% of spam, 238060 weighted)
-# Average score for spam: 8.1 nonspam: 0.5
-# Average for false-pos: 7.4 false-neg: 1.9
-# TOTAL: 740858 100.00%
+# Correctly non-spam: 269635 36.469% (99.595% of non-spam corpus)
+# Correctly spam: 346263 46.833% (73.890% of spam corpus)
+# False positives: 1097 0.148% (0.405% of nonspam, 67406 weighted)
+# False negatives: 122356 16.549% (26.110% of spam, 219187 weighted)
+# Average score for spam: 8.2 nonspam: 0.6
+# Average for false-pos: 7.1 false-neg: 1.8
+# TOTAL: 739351 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 33536 99.53%
-# Correctly spam: 44153 75.08%
-# False positives: 159 0.47%
-# False negatives: 14653 24.92%
-# TCR(l=50): 2.601690 SpamRecall: 75.082% SpamPrec: 99.641%
+# Correctly non-spam: 33716 99.61%
+# Correctly spam: 44085 75.38%
+# False positives: 132 0.39%
+# False negatives: 14400 24.62%
+# TCR(l=50): 2.785000 SpamRecall: 75.378% SpamPrec: 99.701%
##### 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: 259897 96.44%
-# Correctly spam: 242835 51.52%
-# False positives: 9587 3.56%
-# False negatives: 228539 48.48%
-# TCR(l=50): 0.665887 SpamRecall: 51.516% SpamPrec: 96.202%
+# Correctly non-spam: 261208 96.48%
+# Correctly spam: 240622 51.35%
+# False positives: 9524 3.52%
+# False negatives: 227997 48.65%
+# TCR(l=50): 0.665466 SpamRecall: 51.347% SpamPrec: 96.193%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 32450 96.31%
-# Correctly spam: 30243 51.43%
-# False positives: 1245 3.69%
-# False negatives: 28563 48.57%
-# TCR(l=50): 0.647550 SpamRecall: 51.428% SpamPrec: 96.046%
+# Correctly non-spam: 32695 96.59%
+# Correctly spam: 30242 51.71%
+# False positives: 1153 3.41%
+# False negatives: 28243 48.29%
+# TCR(l=50): 0.680905 SpamRecall: 51.709% SpamPrec: 96.327%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1894989&r1=1894988&r2=1894989&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Nov 13 02:51:29 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 251054 47.283% (99.557% of non-spam corpus)
-# Correctly spam: 234570 44.178% (84.139% of spam corpus)
-# False positives: 1117 0.210% (0.443% of nonspam, 104910 weighted)
-# False negatives: 44219 8.328% (15.861% of spam, 90289 weighted)
-# Average score for spam: 16.1 nonspam: -0.9
-# Average for false-pos: 8.5 false-neg: 2.0
-# TOTAL: 530960 100.00%
+# Correctly non-spam: 251023 47.278% (99.545% of non-spam corpus)
+# Correctly spam: 234721 44.207% (84.194% of spam corpus)
+# False positives: 1148 0.216% (0.455% of nonspam, 106591 weighted)
+# False negatives: 44064 8.299% (15.806% of spam, 89709 weighted)
+# Average score for spam: 16.0 nonspam: -0.9
+# Average for false-pos: 8.4 false-neg: 2.0
+# TOTAL: 530956 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 31365 99.63%
-# Correctly spam: 29402 84.31%
-# False positives: 116 0.37%
-# False negatives: 5473 15.69%
-# TCR(l=50): 3.093675 SpamRecall: 84.307% SpamPrec: 99.607%
+# Correctly non-spam: 31361 99.62%
+# Correctly spam: 29361 84.19%
+# False positives: 120 0.38%
+# False negatives: 5514 15.81%
+# TCR(l=50): 3.028921 SpamRecall: 84.189% SpamPrec: 99.593%
##### 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: 250547 99.36%
-# Correctly spam: 193434 69.38%
+# Correctly spam: 193549 69.43%
# False positives: 1624 0.64%
-# False negatives: 85355 30.62%
-# TCR(l=50): 1.673855 SpamRecall: 69.384% SpamPrec: 99.167%
+# False negatives: 85236 30.57%
+# TCR(l=50): 1.675028 SpamRecall: 69.426% SpamPrec: 99.168%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 31306 99.44%
-# Correctly spam: 24223 69.46%
+# Correctly spam: 24144 69.23%
# False positives: 175 0.56%
-# False negatives: 10652 30.54%
-# TCR(l=50): 1.797495 SpamRecall: 69.457% SpamPrec: 99.283%
+# False negatives: 10731 30.77%
+# TCR(l=50): 1.790206 SpamRecall: 69.230% SpamPrec: 99.280%