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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/01/03 02:47:17 UTC
svn commit: r1896627 [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=1896627&r1=1896626&r2=1896627&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon Jan 3 02:47:17 2022
@@ -1,217 +1,212 @@
-# Using score set 0 logs for revision 1896572 from:
-# ham-darxus.r1896572.log ham-ena-week0.r1896572.log ham-ena-week1.r1896572.log ham-ena-week2.r1896572.log ham-ena-week3.r1896572.log ham-ena-week4.r1896572.log ham-giovanni-ham.r1896572.log ham-giovanni-spammy.r1896572.log ham-giovanni-spam.r1896572.log ham-grenier.r1896572.log ham-hege.r1896572.log ham-jhardin.r1896572.log ham-llanga.r1896572.log ham-mmiroslaw-mails-ham.r1896572.log ham-mmiroslaw-mails-spam.r1896572.log ham-pds.r1896572.log ham-spamsponge.r1896572.log ham-thendrikx.r1896572.log ham-tsz-spam-corpus.r1896572.log spam-darxus.r1896572.log spam-ena-week0.r1896572.log spam-ena-week1.r1896572.log spam-ena-week2.r1896572.log spam-ena-week3.r1896572.log spam-ena-week4.r1896572.log spam-giovanni-ham.r1896572.log spam-giovanni-spammy.r1896572.log spam-giovanni-spam.r1896572.log spam-grenier.r1896572.log spam-hege.r1896572.log spam-jhardin.r1896572.log spam-llanga.r1896572.log spam-mmiroslaw-mails-ham.r1896572.log spam-mmiroslaw-mails-spam.r1896572.log spam-pds.r1896572.log s
pam-spamsponge.r1896572.log spam-thendrikx.r1896572.log spam-tsz-spam-corpus.r1896572.log
+# Using score set 0 logs for revision 1896618 from:
+# ham-darxus.r1896618.log ham-ena-week0.r1896618.log ham-ena-week1.r1896618.log ham-ena-week2.r1896618.log ham-ena-week3.r1896618.log ham-ena-week4.r1896618.log ham-giovanni-ham.r1896618.log ham-giovanni-spammy.r1896618.log ham-giovanni-spam.r1896618.log ham-grenier.r1896618.log ham-hege.r1896618.log ham-jhardin.r1896618.log ham-llanga.r1896618.log ham-mmiroslaw-mails-ham.r1896618.log ham-mmiroslaw-mails-spam.r1896618.log ham-pds.r1896618.log ham-spamsponge.r1896618.log ham-thendrikx.r1896618.log ham-tsz-spam-corpus.r1896618.log spam-darxus.r1896618.log spam-ena-week0.r1896618.log spam-ena-week1.r1896618.log spam-ena-week2.r1896618.log spam-ena-week3.r1896618.log spam-ena-week4.r1896618.log spam-giovanni-ham.r1896618.log spam-giovanni-spammy.r1896618.log spam-giovanni-spam.r1896618.log spam-grenier.r1896618.log spam-hege.r1896618.log spam-jhardin.r1896618.log spam-llanga.r1896618.log spam-mmiroslaw-mails-ham.r1896618.log spam-mmiroslaw-mails-spam.r1896618.log spam-pds.r1896618.log s
pam-spamsponge.r1896618.log spam-thendrikx.r1896618.log spam-tsz-spam-corpus.r1896618.log
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.997
+score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
-score AC_SPAMMY_URI_PATTERNS8 1.845
-score ADMITS_SPAM 2.896
+score AC_SPAMMY_URI_PATTERNS8 1.677
+score ADMITS_SPAM 2.797
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 2.754
+score ADVANCE_FEE_3_NEW 3.298
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.596
+score ADVANCE_FEE_3_NEW_MONEY 2.696
score ADVANCE_FEE_4_NEW 2.397
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW 0.902
+score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW 0.903
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.176
-score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score ANY_PILL_PRICE 2.118
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XM_FORGED_OL2600 0.271
-score BIGNUM_EMAILS_FREEM 2.996
+score AD_PREFS 0.250
+score ANY_PILL_PRICE 1.374
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_XM_FORGED_OL2600 0.370
+score BIGNUM_EMAILS_FREEM 2.997
score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 3.901
+score BITCOIN_DEADLINE 0.620
+score BITCOIN_EXTORT_01 4.730
score BITCOIN_MALF_HTML 3.496
score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 2.497
+score BITCOIN_SPAM_02 2.397
score BITCOIN_SPAM_07 3.496
-score BITCOIN_SPAM_09 1.498
-score BITCOIN_XPRIO 0.006
-score BITCOIN_YOUR_INFO 1.718
+score BITCOIN_XPRIO 0.152
+score BITCOIN_YOUR_INFO 1.479
score BODY_SINGLE_URI 2.497
-score BODY_SINGLE_WORD 1.990
-score BOGUS_MIME_VERSION 3.496
-score CK_HELO_GENERIC 0.248
-score CONTENT_AFTER_HTML 2.498
-score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.889
-score EMRCP 1.096
+score BODY_SINGLE_WORD 1.251
+score BOGUS_MIME_VERSION 3.497
+score CK_HELO_GENERIC 0.249
+score CONTENT_AFTER_HTML 2.497
+score CTE_8BIT_MISMATCH 0.998
+score DEAR_BENEFICIARY 0.184
+score EMRCP 0.795
score ENCRYPTED_MESSAGE -0.998
-score FILL_THIS_FORM 1.198
+score FILL_THIS_FORM 1.195
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 1.465
-score FONT_INVIS_LONG_LINE 1.507
+score FONT_INVIS_HTML_NOHTML 2.996
+score FONT_INVIS_LONG_LINE 1.434
score FONT_INVIS_MSGID 2.497
score FONT_INVIS_NORDNS 0.001
-score FORM_FRAUD_5 0.001
+score FORM_FRAUD_5 2.755
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 3.096
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROMSPACE 3.197
score FROM_2_EMAILS_SHORT 0.001
score FROM_IN_TO_AND_SUBJ 1.797
score FROM_MISSPACED 1.997
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.887
-score FROM_MISSP_MSFT 2.993
-score FROM_MISSP_TO_UNDISC 1.108
+score FROM_MISSP_EH_MATCH 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 0.403
+score FROM_MISSP_MSFT 3.000
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.497
-score FROM_MULTI_NORDNS 1.218
-score FROM_NTLD_REPLY_FREEMAIL 1.551
-score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_MULTI_NORDNS 0.360
+score FROM_NTLD_LINKBAIT 1.997
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 3.396
-score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FUZZY_BITCOIN 0.001
-score FUZZY_CLICK_HERE 2.297
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_HELO_FAKE 3.296
+score FSL_NEW_HELO_USER 0.001
+score FUZZY_BITCOIN 1.165
score FUZZY_NORTON 2.397
-score FUZZY_SECURITY 2.297
score FUZZY_WALLET 2.796
-score GAPPY_LOW_CONTRAST 1.982
-score GB_FAKE_RF_SHORT 1.997
+score GAPPY_LOW_CONTRAST 1.114
+score GB_FAKE_RF_SHORT 1.998
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOG_REDIR_NORDNS 2.500
+score GOOG_REDIR_HTML_ONLY 1.998
+score GOOG_REDIR_NORDNS 2.496
score GOOG_REDIR_SHORT 3.396
score GOOG_STO_EMAIL_PHISH 2.996
-score GOOG_STO_IMG_HTML 2.837
-score GOOG_STO_NOIMG_HTML 2.996
+score GOOG_STO_IMG_HTML 2.486
+score GOOG_STO_NOIMG_HTML 2.997
score HAS_X_OUTGOING_SPAM_STAT 1.997
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 2.497
-score HDR_ORDER_FTSDMCXX_DIRECT 0.269
-score HDR_ORDER_FTSDMCXX_NORDNS 2.334
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.998
score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_ENVFROM 0.998
+score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 0.319
+score HK_SCAM 0.001
score HK_SPAMMY_FILENAME 2.796
score HK_WIN 0.998
score HOSTED_IMG_DIRECT_MX 3.496
score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.997
-score HTML_ENTITY_ASCII 2.827
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_ENTITY_ASCII 2.102
score HTML_FONT_TINY_NORDNS 1.997
score HTML_OFF_PAGE 2.996
score HTML_TAG_BALANCE_CENTER 3.296
score HTML_TEXT_INVISIBLE_STYLE 0.001
-score IMG_ONLY_FM_DOM_INFO 1.597
+score IMG_ONLY_FM_DOM_INFO 1.599
score JH_SPAMMY_HEADERS 3.496
-score LONGLN_LOW_CONTRAST 2.498
-score LONG_HEX_URI 2.801
-score LONG_IMG_URI 1.688
+score LONGLN_LOW_CONTRAST 2.497
+score LONG_HEX_URI 2.996
+score LONG_IMG_URI 1.684
score LONG_INVISIBLE_TEXT 1.435
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.997
-score MALWARE_NORDNS 2.096
-score MALW_ATTACH 2.397
-score MANY_SPAN_IN_TEXT 2.197
+score MALWARE_NORDNS 0.001
+score MALW_ATTACH 2.398
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 1.997
-score MIXED_AREA_CASE 0.433
-score MIXED_CENTER_CASE 2.498
+score MIXED_AREA_CASE 0.718
+score MIXED_CENTER_CASE 2.497
score MIXED_ES 3.496
-score MIXED_HREF_CASE 1.999
-score MIXED_IMG_CASE 1.175
+score MIXED_HREF_CASE 1.150
+score MIXED_IMG_CASE 2.830
score MONEY_FORM_SHORT 2.497
-score MONEY_FRAUD_3 2.796
-score MONEY_FRAUD_5 2.999
-score MONEY_FRAUD_8 2.221
-score MONEY_FREEMAIL_REPTO 1.589
-score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 0.143
-score MSGID_NOFQDN1 0.048
+score MONEY_FRAUD_3 2.797
+score MONEY_FRAUD_5 2.996
+score MONEY_FRAUD_8 3.096
+score MONEY_FREEMAIL_REPTO 1.804
+score MONEY_FROM_41 1.982
+score MONEY_FROM_MISSP 1.991
+score MSGID_NOFQDN1 0.897
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 3.396
-score NA_DOLLARS 0.991
-score NICE_REPLY_A -4.094
-score NORDNS_LOW_CONTRAST 1.884
-score NO_FM_NAME_IP_HOSTN 2.396
+score NAME_EMAIL_DIFF 2.926
+score NA_DOLLARS 0.734
+score NICE_REPLY_A -0.001
+score NORDNS_LOW_CONTRAST 1.887
+score NO_FM_NAME_IP_HOSTN 2.391
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.139
-score OBFU_BITCOIN 2.191
-score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 0.834
+score NSL_RCVD_HELO_USER 1.345
+score OBFU_BITCOIN 2.996
+score OFFER_ONLY_AMERICA 1.999
score ONLINE_MKTG_CNSLT 2.498
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_CPANEL_PORT_SPOOFEDURL 0.498
+score PDS_CPANEL_PORT_SPOOFEDURL 0.499
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_DBL_URL 1.216
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_NAKED_TO_NUMERO 1.997
-score PDS_OTHER_BAD_TLD 1.998
-score PDS_PHPEXP_BOT 1.499
-score PDS_PHP_EVAL 1.242
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_PHPEXP_BOT 1.498
+score PDS_PHP_EVAL 1.499
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.998
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
-score PDS_TO_EQ_FROM_NAME 0.001
-score PHP_ORIG_SCRIPT 2.497
-score PHP_ORIG_SCRIPT_EVAL 2.254
-score PHP_SCRIPT 2.497
+score PDS_TO_EQ_FROM_NAME 2.067
+score PHP_ORIG_SCRIPT 2.498
+score PHP_ORIG_SCRIPT_EVAL 2.996
+score PHP_SCRIPT 2.498
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_MKTG_HEADER 1.997
score RATWARE_NO_RDNS 0.001
-score RDNS_NUM_TLD_XM 2.910
-score REPLYTO_EMPTY 2.796
-score REPTO_419_FRAUD_GM 1.934
-score RISK_FREE 2.398
+score RDNS_NUM_TLD_XM 2.543
+score REPLYTO_EMPTY 2.896
+score REPTO_419_FRAUD_GM 1.732
+score RISK_FREE 2.497
score SCRIPT_GIBBERISH 3.096
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 2.434
+score SERGIO_SUBJECT_VIAGRA01 2.068
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.297
score SHORT_SHORTNER 1.997
score STATIC_XPRIO_OLE 0.001
-score STOX_BOUND_090909_B 2.171
-score THIS_AD 0.898
+score STOX_BOUND_090909_B 2.096
+score THIS_AD 0.899
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 2.857
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.709
score TO_NO_BRKTS_DYNIP 0.001
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_NORDNS_HTML 1.047
+score TO_NO_BRKTS_NORDNS_HTML 0.539
score TO_NO_BRKTS_PCNT 2.497
score TRANSFORM_LIFE 2.497
-score TUMBLR_IMG_NOT_RCVD_TUMB 1.997
-score TVD_RCVD_SPACE_BRACKET 3.013
+score TUMBLR_IMG_NOT_RCVD_TUMB 1.945
+score TVD_RCVD_SPACE_BRACKET 2.614
score UNDISC_FREEM 3.396
-score UNDISC_MONEY 3.396
+score UNDISC_MONEY 3.296
score UNICODE_OBFU_ASC 2.497
score URI_DOTEDU 1.997
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.397
+score URI_GOOGLE_PROXY 1.897
score URI_IMG_WP_REDIR 2.996
-score URI_IN_URI_10 3.296
-score URI_PHISH 2.184
+score URI_IN_URI_10 3.497
+score URI_PHISH 2.180
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_DIRINDEX 2.405
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.579
+score VFY_ACCT_NORDNS 2.597
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 2.096
+score XM_DIGITS_ONLY 1.023
score XM_LIGHT_HEAVY 2.497
-score XM_RANDOM 2.498
+score XM_RANDOM 2.497
score XM_RECPTID 2.996
-score YOU_INHERIT 1.640
+score YOU_INHERIT 1.435
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -225,6 +220,7 @@ score ADULT_DATING_COMPANY 10.
score ADVANCE_FEE_2_NEW_FORM 1.000
score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
+score AMAZON_IMG_NOT_RCVD_AMZN 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
@@ -239,6 +235,7 @@ score BITCOIN_SPAM_03 1.0
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_08 1.000
+score BITCOIN_SPAM_09 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
@@ -250,6 +247,7 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
+score COMPENSATION 1.000
score DAY_I_EARNED 1.000
score DOTGOV_IMAGE 1.000
score DYNAMIC_IMGUR 1.000
@@ -266,7 +264,7 @@ score FREEM_FRNUM_UNICD_EMPTY 1.0
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_ADDR_WS 1.000
score FROM_MISSP_PHISH 1.000
-score FROM_NTLD_LINKBAIT 1.000
+score FROM_MISSP_REPLYTO 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
@@ -280,6 +278,7 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -299,6 +298,7 @@ score LOTTO_AGENT 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_FONT_CASE 1.000
score MONERO_DEADLINE 1.000
@@ -310,6 +310,8 @@ 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 ODD_FREEM_REPTO 1.000
+score PDS_FROM_2_EMAILS 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -352,6 +354,7 @@ score TARINGANET_IMG_NOT_RCVD_TN 1.0
score TONLINE_FAKE_DKIM 1.000
score TO_NO_BRKTS_MSFT 1.000
score TVD_SPACE_ENCODED 1.000
+score TVD_SPACE_RATIO_MINFP 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=1896627&r1=1896626&r2=1896627&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Jan 3 02:47:17 2022
@@ -1,67 +1,67 @@
# Using score set 1 logs for revision 1896588 from:
# ham-net-darxus.r1896588.log ham-net-ena-week0.r1896588.log ham-net-ena-week1.r1896588.log ham-net-ena-week2.r1896588.log ham-net-ena-week3.r1896588.log ham-net-ena-week4.r1896588.log ham-net-giovanni-ham.r1896588.log ham-net-giovanni-spammy.r1896588.log ham-net-giovanni-spam.r1896588.log ham-net-grenier.r1896588.log ham-net-hege.r1896588.log ham-net-jhardin.r1896588.log ham-net-llanga.r1896588.log ham-net-mmiroslaw-mails-ham.r1896588.log ham-net-mmiroslaw-mails-spam.r1896588.log ham-net-pds.r1896588.log ham-net-spamsponge.r1896588.log ham-net-thendrikx.r1896588.log spam-net-darxus.r1896588.log spam-net-ena-week0.r1896588.log spam-net-ena-week1.r1896588.log spam-net-ena-week2.r1896588.log spam-net-ena-week3.r1896588.log spam-net-ena-week4.r1896588.log spam-net-giovanni-ham.r1896588.log spam-net-giovanni-spammy.r1896588.log spam-net-giovanni-spam.r1896588.log spam-net-grenier.r1896588.log spam-net-hege.r1896588.log spam-net-jhardin.r1896588.log spam-net-llanga.r1896588.log spam-net-
mmiroslaw-mails-ham.r1896588.log spam-net-mmiroslaw-mails-spam.r1896588.log spam-net-pds.r1896588.log spam-net-spamsponge.r1896588.log spam-net-thendrikx.r1896588.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 3.000
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 2.000
score ADMITS_SPAM 2.299
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 1.004
+score ADVANCE_FEE_3_NEW 1.001
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 2.499
score ADVANCE_FEE_4_NEW 2.299
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.563
-score ADVANCE_FEE_4_NEW_MONEY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW 0.861
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.704
-score ADVANCE_FEE_5_NEW_MONEY 0.339
-score AD_PREFS 0.309
-score AMAZON_IMG_NOT_RCVD_AMZN 1.751
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.871
+score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW 0.878
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.685
+score ADVANCE_FEE_5_NEW_MONEY 0.410
+score AD_PREFS 0.322
+score AMAZON_IMG_NOT_RCVD_AMZN 1.749
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.361
+score BIGNUM_EMAILS_FREEM 0.773
score BIGNUM_EMAILS_MANY 2.999
score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 4.881
-score BITCOIN_MALF_HTML 3.231
+score BITCOIN_EXTORT_01 4.938
+score BITCOIN_MALF_HTML 3.225
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.813
-score BITCOIN_SPAM_02 0.512
-score BITCOIN_SPAM_05 2.384
+score BITCOIN_ONAN 1.916
+score BITCOIN_SPAM_02 0.514
+score BITCOIN_SPAM_05 0.216
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 0.001
-score BODY_SINGLE_URI 0.433
+score BODY_SINGLE_URI 0.439
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.077
-score CK_HELO_GENERIC 0.001
+score BOGUS_MIME_VERSION 3.078
+score CK_HELO_GENERIC 0.001 # force non-zero
score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.434
+score DEAR_BENEFICIARY 1.399
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.372
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_HIGH -0.370
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 0.001
score FILL_THIS_FORM 0.325
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_DOTGOV 3.499
-score FONT_INVIS_HTML_NOHTML 1.198
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 1.828
-score FONT_INVIS_NORDNS 0.485
+score FONT_INVIS_HTML_NOHTML 2.916
+score FONT_INVIS_LONG_LINE 2.659
+score FONT_INVIS_MSGID 1.850
+score FONT_INVIS_NORDNS 0.376
score FORGED_SPF_HELO 1.399
score FORM_FRAUD_3 2.299
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 2.799
-score FROM_2_EMAILS_SHORT 1.711
+score FROM_2_EMAILS_SHORT 2.069
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_IN_TO_AND_SUBJ 1.799
@@ -71,173 +71,173 @@ score FROM_MISSP_FREEMAIL 0.0
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 1.336
-score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_MULTI_NORDNS 1.001
+score FROM_MISSP_TO_UNDISC 0.430
+score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_MULTI_NORDNS 0.981
score FROM_NEWDOM_BTC 1.999
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 0.001
-score FSL_BULK_SIG 1.748
+score FSL_BULK_SIG 1.746
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 1.803
-score FUZZY_BTC_WALLET 0.960
-score FUZZY_CLICK_HERE 2.199
-score FUZZY_NORTON 0.813
-score FUZZY_PAYPAL 2.200
-score FUZZY_SECURITY 0.093
-score FUZZY_WALLET 2.800
+score FUZZY_BITCOIN 2.086
+score FUZZY_BTC_WALLET 0.832
+score FUZZY_CLICK_HERE 2.200
+score FUZZY_NORTON 0.671
+score FUZZY_PAYPAL 2.199
+score FUZZY_SECURITY 1.074
+score FUZZY_WALLET 2.799
score GAPPY_LOW_CONTRAST 2.499
score GB_FAKE_RF_SHORT 0.001
-score GB_FREEMAIL_DISPTO 0.500
+score GB_FREEMAIL_DISPTO 0.499
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.606
-score GOOG_REDIR_SHORT 1.803
-score GOOG_STO_EMAIL_PHISH 2.727
-score GOOG_STO_IMG_HTML 2.142
-score GOOG_STO_NOIMG_HTML 3.000
-score HAS_X_OUTGOING_SPAM_STAT 0.787
+score GOOG_REDIR_NORDNS 2.603
+score GOOG_REDIR_SHORT 1.808
+score GOOG_STO_EMAIL_PHISH 2.867
+score GOOG_STO_IMG_HTML 2.105
+score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 0.797
score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
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 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.204
+score HK_SCAM 0.195
score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 2.239
+score HOSTED_IMG_DIRECT_MX 3.082
score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI_PUB_01 2.633
-score HTML_ENTITY_ASCII 2.897
-score HTML_FONT_TINY_NORDNS 1.416
+score HOSTED_IMG_MULTI_PUB_01 2.631
+score HTML_ENTITY_ASCII 1.674
+score HTML_FONT_TINY_NORDNS 1.562
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 0.001
score HTML_TAG_BALANCE_CENTER 3.399
-score HTML_TEXT_INVISIBLE_FONT 0.475
-score HTML_TEXT_INVISIBLE_STYLE 0.491
+score HTML_TEXT_INVISIBLE_FONT 0.696
+score HTML_TEXT_INVISIBLE_STYLE 0.339
score JH_SPAMMY_HEADERS 3.499
-score KHOP_FAKE_EBAY 1.100
+score KHOP_FAKE_EBAY 1.099
score KHOP_HELO_FCRDNS 0.399
-score LONGLN_LOW_CONTRAST 1.694
-score LONG_HEX_URI 0.001
+score LONGLN_LOW_CONTRAST 2.018
+score LONG_HEX_URI 0.001 # force non-zero
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.485
+score LONG_INVISIBLE_TEXT 1.338
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MALWARE_NORDNS 0.001
score MANY_SPAN_IN_TEXT 2.199
-score MILLION_HUNDRED 0.159
+score MILLION_HUNDRED 0.084
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 1.329
-score MIXED_CENTER_CASE 1.443
-score MIXED_ES 2.599
-score MIXED_HREF_CASE 0.275
-score MIXED_IMG_CASE 1.493
-score MONEY_FORM_SHORT 2.193
+score MIXED_AREA_CASE 0.864
+score MIXED_CENTER_CASE 0.935
+score MIXED_ES 2.596
+score MIXED_HREF_CASE 1.059
+score MIXED_IMG_CASE 1.050
+score MONEY_FORM_SHORT 2.036
score MONEY_FRAUD_3 2.499
-score MONEY_FRAUD_5 2.644
+score MONEY_FRAUD_5 2.699
score MONEY_FRAUD_8 2.799
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_MISSP 0.001
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 2.089
-score NA_DOLLARS 1.433
-score NICE_REPLY_A -0.174
-score NORDNS_LOW_CONTRAST 0.001 # force non-zero
+score NAME_EMAIL_DIFF 2.106
+score NA_DOLLARS 1.425
+score NICE_REPLY_A -3.354
+score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.213
-score OBFU_BITCOIN 2.445
-score OBFU_TEXT_ATTACH 0.924
-score ODD_FREEM_REPTO 2.492
+score NSL_RCVD_HELO_USER 0.466
+score OBFU_BITCOIN 2.882
+score OBFU_TEXT_ATTACH 0.001
+score ODD_FREEM_REPTO 2.489
score ONLINE_MKTG_CNSLT 2.399
-score PDS_BTC_ID 0.500
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_CPANEL_PORT_SPOOFEDURL 0.499
+score PDS_CPANEL_PORT_SPOOFEDURL 0.500
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 1.401
-score PDS_FRNOM_TODOM_NAKED_TO 0.997
-score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_FRNOM_TODOM_DBL_URL 0.874
+score PDS_FRNOM_TODOM_NAKED_TO 1.038
+score PDS_FROM_NAME_TO_DOMAIN 1.964
score PDS_OTHER_BAD_TLD 1.999
score PDS_PHPEXP_BOT 1.499
-score PDS_PHP_EVAL 1.069
-score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PDS_PHP_EVAL 1.193
+score PDS_RDNS_DYNAMIC_FP 0.001
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PDS_TO_EQ_FROM_NAME 2.201
+score PDS_TO_EQ_FROM_NAME 2.180
score PHP_ORIG_SCRIPT 2.499
-score PHP_ORIG_SCRIPT_EVAL 2.083
+score PHP_ORIG_SCRIPT_EVAL 1.958
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.001
+score RATWARE_NO_RDNS 0.001 # force non-zero
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 1.980
+score RDNS_NUM_TLD_XM 1.670
score REPLYTO_EMPTY 2.699
-score REPTO_419_FRAUD_GM 0.307
+score REPTO_419_FRAUD_GM 0.297
score SCRIPT_GIBBERISH 2.599
-score SENDGRID_REDIR 0.029
-score SERGIO_SUBJECT_VIAGRA01 3.463
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
+score SENDGRID_REDIR 0.027
+score SERGIO_SUBJECT_VIAGRA01 0.832
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 2.199
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 1.232
+score SPOOFED_FREEMAIL 1.189
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
-score SPOOF_GMAIL_MID 1.492
+score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score STOX_BOUND_090909_B 2.659
-score THIS_AD 0.699
+score STOX_BOUND_090909_B 1.006
+score THIS_AD 0.700
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 0.995
-score TO_NO_BRKTS_DYNIP 0.198
-score TO_NO_BRKTS_FROM_MSSP 1.395
+score TO_NAME_SUBJ_NO_RDNS 2.364
+score TO_NO_BRKTS_DYNIP 0.239
+score TO_NO_BRKTS_FROM_MSSP 1.397
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
score TO_NO_BRKTS_NORDNS_HTML 0.001
-score TO_NO_BRKTS_PCNT 1.479
-score TRANSFORM_LIFE 2.218
-score TUMBLR_IMG_NOT_RCVD_TUMB 0.610
-score TVD_RCVD_SPACE_BRACKET 2.610
+score TO_NO_BRKTS_PCNT 2.403
+score TRANSFORM_LIFE 2.217
+score TUMBLR_IMG_NOT_RCVD_TUMB 1.999
+score TVD_RCVD_SPACE_BRACKET 2.528
score TVD_SPACE_ENCODED 0.001
score UNDISC_FREEM 3.099
score UNDISC_MONEY 3.099
score UNICODE_OBFU_ASC 2.499
-score URI_DOTEDU 1.361
+score URI_DOTEDU 1.356
score URI_FIREBASEAPP 2.999
score URI_GOOGLE_PROXY 2.299
score URI_IMG_WP_REDIR 2.999
score URI_IN_URI_10 3.099
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 1.753
-score URI_PHP_REDIR 2.775
-score URI_TRY_3LD 1.453
+score URI_PHISH 1.727
+score URI_PHP_REDIR 2.774
+score URI_TRY_3LD 1.468
score URI_WPADMIN 2.299
-score URI_WP_DIRINDEX 3.219
+score URI_WP_DIRINDEX 3.202
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 1.448
+score XM_DIGITS_ONLY 1.399
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.001
-score YOU_INHERIT 0.857
+score XPRIO 0.001 # force non-zero
+score YOU_INHERIT 0.885
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=1896627&r1=1896626&r2=1896627&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Jan 3 02:47:17 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 320447 43.681% (99.748% of non-spam corpus)
-# Correctly spam: 306456 41.774% (74.318% of spam corpus)
-# False positives: 810 0.110% (0.252% of nonspam, 33874 weighted)
-# False negatives: 105899 14.435% (25.682% of spam, 214087 weighted)
-# Average score for spam: 9.1 nonspam: 0.4
-# Average for false-pos: 6.5 false-neg: 2.0
-# TOTAL: 733612 100.00%
+# Correctly non-spam: 333601 43.701% (99.721% of non-spam corpus)
+# Correctly spam: 330250 43.262% (77.010% of spam corpus)
+# False positives: 935 0.122% (0.279% of nonspam, 38691 weighted)
+# False negatives: 98588 12.915% (22.990% of spam, 163754 weighted)
+# Average score for spam: 9.0 nonspam: 0.6
+# Average for false-pos: 6.5 false-neg: 1.7
+# TOTAL: 763374 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39877 99.70%
-# Correctly spam: 38074 74.07%
-# False positives: 121 0.30%
-# False negatives: 13327 25.93%
-# TCR(l=50): 2.652681 SpamRecall: 74.072% SpamPrec: 99.683%
+# Correctly non-spam: 41560 99.70%
+# Correctly spam: 41358 77.38%
+# False positives: 123 0.30%
+# False negatives: 12091 22.62%
+# TCR(l=50): 2.930157 SpamRecall: 77.378% SpamPrec: 99.703%
##### 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: 312078 97.14%
-# Correctly spam: 230368 55.87%
-# False positives: 9179 2.86%
-# False negatives: 181987 44.13%
-# TCR(l=50): 0.643363 SpamRecall: 55.866% SpamPrec: 96.168%
+# Correctly non-spam: 324824 97.10%
+# Correctly spam: 238863 55.70%
+# False positives: 9712 2.90%
+# False negatives: 189975 44.30%
+# TCR(l=50): 0.634775 SpamRecall: 55.700% SpamPrec: 96.093%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 38823 97.06%
-# Correctly spam: 28968 56.36%
-# False positives: 1175 2.94%
-# False negatives: 22433 43.64%
-# TCR(l=50): 0.633150 SpamRecall: 56.357% SpamPrec: 96.102%
+# Correctly non-spam: 40463 97.07%
+# Correctly spam: 29797 55.75%
+# False positives: 1220 2.93%
+# False negatives: 23652 44.25%
+# TCR(l=50): 0.631397 SpamRecall: 55.748% SpamPrec: 96.067%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1896627&r1=1896626&r2=1896627&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Jan 3 02:47:17 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 310273 53.928% (99.702% of non-spam corpus)
-# Correctly spam: 227800 39.594% (86.241% of spam corpus)
-# False positives: 926 0.161% (0.298% of nonspam, 54334 weighted)
-# False negatives: 36345 6.317% (13.759% of spam, 62803 weighted)
-# Average score for spam: 17.9 nonspam: -0.7
-# Average for false-pos: 6.9 false-neg: 1.7
+# Correctly non-spam: 310315 53.936% (99.716% of non-spam corpus)
+# Correctly spam: 227815 39.596% (86.246% of spam corpus)
+# False positives: 884 0.154% (0.284% of nonspam, 52591 weighted)
+# False negatives: 36330 6.314% (13.754% of spam, 62782 weighted)
+# Average score for spam: 17.7 nonspam: -0.9
+# Average for false-pos: 7.0 false-neg: 1.7
# TOTAL: 575344 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 38700 99.69%
-# Correctly spam: 28572 86.48%
-# False positives: 122 0.31%
-# False negatives: 4465 13.52%
-# TCR(l=50): 3.127023 SpamRecall: 86.485% SpamPrec: 99.575%
+# Correctly non-spam: 38701 99.69%
+# Correctly spam: 28570 86.48%
+# False positives: 121 0.31%
+# False negatives: 4467 13.52%
+# TCR(l=50): 3.141295 SpamRecall: 86.479% SpamPrec: 99.578%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...