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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2025/03/29 02:43:51 UTC
svn commit: r1924685 [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=1924685&r1=1924684&r2=1924685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Mar 29 02:43:51 2025
@@ -1,80 +1,81 @@
-# Using score set 0 logs for revision 1924653 from:
-# ham-ena-week0.r1924653.log ham-ena-week1.r1924653.log ham-ena-week2.r1924653.log ham-ena-week3.r1924653.log ham-ena-week4.r1924653.log ham-giovanni-ham.r1924653.log ham-giovanni-spam.r1924653.log ham-grenier.r1924653.log ham-jhardin.r1924653.log ham-llanga.r1924653.log ham-mmiroslaw-mails-ham.r1924653.log ham-mmiroslaw-mails-spam.r1924653.log ham-spamsponge.r1924653.log ham-tsz-corpus.r1924653.log ham-whyscream.r1924653.log spam-ena-week0.r1924653.log spam-ena-week1.r1924653.log spam-ena-week2.r1924653.log spam-ena-week3.r1924653.log spam-ena-week4.r1924653.log spam-giovanni-ham.r1924653.log spam-giovanni-spam.r1924653.log spam-grenier.r1924653.log spam-jhardin.r1924653.log spam-llanga.r1924653.log spam-mmiroslaw-mails-ham.r1924653.log spam-mmiroslaw-mails-spam.r1924653.log spam-spamsponge.r1924653.log spam-tsz-corpus.r1924653.log spam-whyscream.r1924653.log
+# Using score set 0 logs for revision 1924673 from:
+# ham-ena-week0.r1924673.log ham-ena-week1.r1924673.log ham-ena-week2.r1924673.log ham-ena-week3.r1924673.log ham-ena-week4.r1924673.log ham-giovanni-ham.r1924673.log ham-giovanni-spam.r1924673.log ham-grenier.r1924673.log ham-jhardin.r1924673.log ham-llanga.r1924673.log ham-mmiroslaw-mails-ham.r1924673.log ham-mmiroslaw-mails-spam.r1924673.log ham-spamsponge.r1924673.log ham-tsz-corpus.r1924673.log ham-whyscream.r1924673.log spam-ena-week0.r1924673.log spam-ena-week1.r1924673.log spam-ena-week2.r1924673.log spam-ena-week3.r1924673.log spam-ena-week4.r1924673.log spam-giovanni-ham.r1924673.log spam-giovanni-spam.r1924673.log spam-grenier.r1924673.log spam-jhardin.r1924673.log spam-llanga.r1924673.log spam-mmiroslaw-mails-ham.r1924673.log spam-mmiroslaw-mails-spam.r1924673.log spam-spamsponge.r1924673.log spam-tsz-corpus.r1924673.log spam-whyscream.r1924673.log
score ACCT_PHISHING_MANY 2.897
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 1.975
-score AC_HTML_NONSENSE_TAGS 1.997
+score AC_FROM_MANY_DOTS 2.497
+score AC_HTML_NONSENSE_TAGS 1.998
score ADMITS_SPAM 1.997
score ADVANCE_FEE_2_NEW_MONEY 1.997
score ADVANCE_FEE_3_NEW 3.496
score ADVANCE_FEE_3_NEW_FRM_MNY 2.596
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.502
+score ADVANCE_FEE_4_NEW 2.498
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.551
-score ADVANCE_FEE_5_NEW 2.696
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.778
-score ADVANCE_FEE_5_NEW_MONEY 2.490
+score ADVANCE_FEE_4_NEW_MONEY 2.970
+score ADVANCE_FEE_5_NEW 2.596
+score ADVANCE_FEE_5_NEW_FRM_MNY 2.141
+score ADVANCE_FEE_5_NEW_MONEY 2.496
score AD_PREFS 0.498
-score AMAZON_IMG_NOT_RCVD_AMZN 2.497
+score AMAZON_IMG_NOT_RCVD_AMZN 2.498
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.179
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.030
score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 2.506
+score BITCOIN_DEADLINE 2.490
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALF_HTML 3.414
-score BITCOIN_SPAM_02 1.803
-score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_07 1.115
+score BITCOIN_MALF_HTML 2.427
+score BITCOIN_SPAM_02 2.061
+score BITCOIN_SPAM_03 2.147
+score BITCOIN_SPAM_07 1.544
score BITCOIN_SPAM_09 0.001
score BITCOIN_TOEQFM 3.496
-score BITCOIN_VISTA 2.212
+score BITCOIN_VISTA 3.272
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 0.175
+score BITCOIN_YOUR_INFO 0.001
score BODY_EMAIL_419_FRAUD_GM_LOOSE 0.998
-score BODY_URI_ONLY 1.630
+score BODY_URI_ONLY 1.403
score BOGUS_MIME_VERSION 3.496
score COMPENSATION 1.498
score CTE_8BIT_MISMATCH 0.998
-score DATE_IN_FUTURE_96_Q 1.574
+score DATE_IN_FUTURE_96_Q 1.549
score DATE_IN_FUTURE_Q_PLUS 3.995
score DOS_BODY_HIGH_NO_MID 3.595
score DSN_NO_MIMEVERSION 1.997
score DYNAMIC_IMGUR 3.995
score ENCRYPTED_MESSAGE -0.998
score END_FUTURE_EMAILS 2.497
-score FACEBOOK_IMG_NOT_RCVD_FB 0.662
+score FACEBOOK_IMG_NOT_RCVD_FB 0.675
score FILL_THIS_FORM 0.001
-score FONT_INVIS_HTML_NOHTML 0.001
-score FONT_INVIS_LONG_LINE 1.133
+score FONT_INVIS_DIRECT 2.387
+score FONT_INVIS_HTML_NOHTML 2.001
+score FONT_INVIS_LONG_LINE 0.785
score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 2.499
+score FONT_INVIS_NORDNS 1.478
score FONT_INVIS_POSTEXTRAS 0.001
score FORM_FRAUD 0.998
-score FORM_FRAUD_3 1.846
-score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.711
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_ADDR_WS 2.356
+score FORM_FRAUD_3 2.799
+score FORM_FRAUD_5 0.001 # force non-zero
+score FOUND_YOU 2.671
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FROM_ADDR_WS 2.349
score FROM_IN_TO_AND_SUBJ 2.497
-score FROM_LONG_DOM 0.001
+score FROM_LONG_DOM 0.001 # force non-zero
score FROM_LONG_DOM_MINFP 2.497
-score FROM_MISSP_FREEMAIL 2.894
+score FROM_MISSP_FREEMAIL 2.892
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.496
+score FROM_MISSP_PHISH 2.499
score FROM_MISSP_REPLYTO 2.497
-score FROM_MISSP_TO_UNDISC 0.633
+score FROM_MISSP_TO_UNDISC 2.166
score FROM_MISSP_USER 0.001
-score FROM_NTLD_LINKBAIT 0.142
-score FROM_NTLD_REPLY_FREEMAIL 0.894
+score FROM_NTLD_LINKBAIT 0.120
+score FROM_NTLD_REPLY_FREEMAIL 0.847
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FROM_UNBAL1 2.596
score FROM_UNBAL2 2.696
score FROM_WSP_LEAD 2.497
-score FROM_WSP_TRAIL 2.996
+score FROM_WSP_TRAIL 2.896
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.696
@@ -90,67 +91,67 @@ score GOOG_REDIR_HTML_ONLY 0.0
score GOOG_REDIR_NORDNS 0.001
score GOOG_REDIR_NOTRDNS 1.498
score GOOG_REDIR_STATICRDNS 1.498
-score GOOG_STO_EMAIL_PHISH 1.933
-score GOOG_STO_IMG_NOHTML 2.497
+score GOOG_STO_EMAIL_PHISH 2.662
+score GOOG_STO_IMG_NOHTML 2.498
score GOOG_STO_NOIMG_HTML 2.996
-score HDRS_LCASE 0.098
-score HDRS_MISSP 2.320
+score HDRS_LCASE 0.099
+score HDRS_MISSP 2.395
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.010
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_NO_DOMAIN 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_NAME_FM_MR_MRS 1.498
score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.069
+score HK_RANDOM_ENVFROM 0.084
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.909
+score HK_SCAM 1.208
score HOSTED_IMG_DIRECT_MX 3.496
score HOSTED_IMG_MULTI_PUB_01 0.001
-score HREF_EMPTY_NORDNS 2.244
+score HREF_EMPTY_NORDNS 2.246
score HTML_BADATTR 0.998
-score HTML_ENTITY_ASCII 2.491
-score HTML_ENTITY_ASCII_TINY 2.824
-score HTML_SINGLET_MANY 1.605
+score HTML_ENTITY_ASCII 2.493
+score HTML_ENTITY_ASCII_TINY 2.785
+score HTML_SINGLET_MANY 1.857
score HTML_TAG_BALANCE_CENTER 2.796
score HTML_TEXT_INVISIBLE_FONT 0.001
score HTML_TEXT_INVISIBLE_STYLE 0.001
-score IMG_ONLY_FM_DOM_INFO 1.702
-score KHOP_FAKE_EBAY 0.369
-score KHOP_HELO_FCRDNS 0.398
+score IMG_ONLY_FM_DOM_INFO 1.542
+score KHOP_FAKE_EBAY 0.118
+score KHOP_HELO_FCRDNS 0.399
score LEADING_MANUFACTURER 1.248
score LONGLN_LOW_CONTRAST 2.497
score LONG_HEX_URI 2.652
score LONG_IMG_URI 2.497
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.498
-score LOTTO_DEPT 1.997
-score MALFORMED_FREEMAIL 3.496
+score LOTTO_AGENT 1.499
+score LOTTO_DEPT 1.906
+score MALFORMED_FREEMAIL 3.396
score MALW_ATTACH 2.497
-score MANY_HDRS_LCASE 0.098
score MANY_SUBDOM 3.496
score MAY_BE_FORGED 2.197
score MILLION_EUR 0.001
-score MILLION_HUNDRED 2.302
+score MILLION_HUNDRED 2.479
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_MALF 1.997
score MIXED_CENTER_CASE 2.497
-score MIXED_ES 2.397
+score MIXED_ES 2.497
score MIXED_HREF_CASE 1.997
score MONEY_ATM_CARD 0.001
score MONEY_FORM_SHORT 2.497
-score MONEY_FRAUD_3 3.406
+score MONEY_FRAUD_3 3.311
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.498
-score MONEY_FROM_41 1.997
+score MONEY_FREEMAIL_REPTO 1.429
+score MONEY_FROM_41 1.958
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.885
-score MSM_PRIO_REPTO 1.253
+score MONEY_NOHTML 1.960
+score MSM_PRIO_REPTO 0.095
score NA_DOLLARS 1.498
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -1.088
+score NICE_REPLY_A -0.618
+score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
@@ -160,89 +161,88 @@ score PAYPAL_PHISH_07 3.1
score PDS_BAD_THREAD_QP_64 0.998
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.998
-score PDS_DBL_URL_LINKBAIT 2.407
-score PDS_FRNOM_TODOM_DBL_URL 1.393
-score PDS_FRNOM_TODOM_NAKED_TO 0.564
+score PDS_DBL_URL_LINKBAIT 2.497
+score PDS_FRNOM_TODOM_DBL_URL 0.883
+score PDS_FRNOM_TODOM_NAKED_TO 1.492
score PDS_FROM_2_EMAILS 3.496
-score PDS_FROM_NAME_TO_DOMAIN 1.934
+score PDS_FROM_NAME_TO_DOMAIN 1.405
score PDS_NAKED_TO_NUMERO 1.997
-score PDS_OTHER_BAD_TLD 1.997
+score PDS_OTHER_BAD_TLD 1.998
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PHISH_ATTACH 2.596
score PHP_SCRIPT 2.344
-score POSSIBLE_PAYPAL_PHISH_04 0.653
-score POSSIBLE_PAYPAL_PHISH_10 1.335
+score POSSIBLE_PAYPAL_PHISH_04 0.794
+score POSSIBLE_PAYPAL_PHISH_10 1.202
score POSSIBLE_PAYPAL_PHISH_11 1.498
-score PP_MIME_FAKE_ASCII_TEXT 0.998
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.893
-score RCVD_DOTEDU_SHORT 1.499
+score RATWARE_NO_RDNS 1.720
score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 1.550
-score REPTO_419_FRAUD_GM_LOOSE 0.998
+score REPTO_419_FRAUD_GM 1.613
+score REPTO_419_FRAUD_GM_LOOSE 0.999
score REPTO_419_FRAUD_HM 2.996
score SCC_ISEMM_LID_1B 1.498
-score SHARE_50_50 1.028
+score SHARE_50_50 2.541
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORT_IMG_SUSP_NTLD 0.001
+score SHORT_IMG_SUSP_NTLD 1.079
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOF_GMAIL_MID 1.498
score STATIC_XPRIO_OLE 1.997
score SUBJ_ATTENTION 0.498
score SUBJ_OBFU_LOW_CNTRST 2.497
-score SUSP_UTF8_WORD_COMBO 2.647
+score SUSP_UTF8_WORD_COMBO 2.396
score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_SUBJ 1.632
+score SUSP_UTF8_WORD_SUBJ 1.847
score TEQF_USR_POLITE 1.997
score THIS_AD 0.798
-score THIS_IS_ADV_SUSP_NTLD 1.428
-score TO_EQ_FM_DIRECT_MX 0.001
+score THIS_IS_ADV_SUSP_NTLD 1.499
+score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
score TO_EQ_FM_DOM_HTML_IMG 2.596
-score TO_EQ_FM_DOM_HTML_ONLY 0.131
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.731
-score TO_NO_BRKTS_HTML_IMG 1.139
+score TO_EQ_FM_HTML_ONLY 0.129
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.653
+score TO_NO_BRKTS_HTML_IMG 1.022
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 2.497
score TO_NO_BRKTS_NORDNS_HTML 0.001
score TO_NO_BRKTS_PCNT 2.497
-score TRANSFORM_LIFE 2.314
+score TRANSFORM_LIFE 2.296
score TVD_SPACE_ENCODED 2.497
-score TVD_SPACE_RATIO_MINFP 2.497
+score TVD_SPACE_RATIO_MINFP 2.498
score UNDISC_FREEM 2.996
-score UNDISC_MONEY 2.200
+score UNDISC_MONEY 2.126
score UNICODE_OBFU_ASC 2.497
-score UNICODE_OBFU_ZW_MANY 0.001
-score UPPERCASE_URI 2.754
+score UNICODE_OBFU_ZW_MANY 0.015
+score UPPERCASE_URI 2.752
score URI_BUFFLY 1.997
-score URI_DOTEDU 0.001
-score URI_DOTTY_HEX 3.097
-score URI_DWEBIPFS 3.238
-score URI_EXCESS_SLASHES 1.801
+score URI_DOTEDU 0.001 # force non-zero
+score URI_DOTTY_HEX 3.096
+score URI_DWEBIPFS 3.496
+score URI_EXCESS_SLASHES 1.823
score URI_FIREBASEAPP 2.996
-score URI_FLKIPFSXYZIPFS 0.001 # force non-zero
+score URI_FLKIPFSXYZIPFS 0.001
score URI_GOOGLE_PROXY 0.001
-score URI_GOOG_STO_SPAMMY 2.819
-score URI_IMG_CWINDOWSNET 3.248
+score URI_GOOG_STO_SPAMMY 2.876
+score URI_IMG_CWINDOWSNET 3.265
score URI_IMG_WP_REDIR 2.996
score URI_IPFS 0.001
-score URI_IPFSIO 2.497
-score URI_MALWARE_BH 0.998
-score URI_ONLY_MSGID_MALF 0.811
-score URI_PHISH 2.498
-score URI_PHP_REDIR 2.501
+score URI_IPFSIO 1.857
+score URI_MALWARE_BH 0.999
+score URI_ONLY_MSGID_MALF 0.957
+score URI_PHISH 2.497
+score URI_PHP_REDIR 2.497
score URI_TRY_3LD 1.997
-score URI_WPADMIN 2.498
-score URI_WP_HACKED 2.874
+score URI_WPADMIN 2.500
+score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 1.498
+score VFY_ACCT_NORDNS 1.493
score VISTA_TONOM_EQ_TOLOC 2.497
score WORD_INVIS 2.996
+score WORD_INVIS_MANY 2.468
score XM_RANDOM 2.497
-score XPRIO 0.124
+score XPRIO 0.133
score XPRIO_VISTA 2.499
-score ZW_OBFU_FREEM 1.167
+score ZW_OBFU_FREEM 1.149
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -290,7 +290,6 @@ score EBAY_IMG_NOT_RCVD_EBAY 1.0
score ENVFROM_GOOG_TRIX 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
-score FONT_INVIS_DIRECT 1.000
score FONT_INVIS_DOTGOV 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
@@ -359,6 +358,7 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_LIST_SPOOF 1.000
score RAND_HEADER_MANY 1.000
+score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
score RDNS_NUM_TLD_XM 1.000
@@ -409,7 +409,6 @@ score USB_DRIVES 1.0
score VISTA_COST 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
-score WORD_INVIS_MANY 1.000
score XM_DIGITS_ONLY 1.000
score XPRIO_SHORT_SUBJ 1.000
score ZELLEPAY_PHISH_01 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1924685&r1=1924684&r2=1924685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Mar 29 02:43:51 2025
@@ -1,253 +1,254 @@
# Using score set 1 logs for revision 1924519 from:
# ham-net-ena-week0.r1924519.log ham-net-ena-week1.r1924519.log ham-net-ena-week4.r1924519.log ham-net-giovanni-ham.r1924519.log ham-net-giovanni-spam.r1924519.log ham-net-grenier.r1924519.log ham-net-jhardin.r1924519.log ham-net-llanga.r1924519.log ham-net-mmiroslaw-mails-ham.r1924519.log ham-net-mmiroslaw-mails-spam.r1924519.log ham-net-spamsponge.r1924519.log ham-net-whyscream.r1924519.log spam-net-ena-week0.r1924519.log spam-net-ena-week1.r1924519.log spam-net-ena-week4.r1924519.log spam-net-giovanni-ham.r1924519.log spam-net-giovanni-spam.r1924519.log spam-net-grenier.r1924519.log spam-net-jhardin.r1924519.log spam-net-llanga.r1924519.log spam-net-mmiroslaw-mails-ham.r1924519.log spam-net-mmiroslaw-mails-spam.r1924519.log spam-net-spamsponge.r1924519.log spam-net-whyscream.r1924519.log
-score ACCT_PHISHING_MANY 3.000
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 1.999
-score ADVANCE_FEE_2_NEW_FORM 1.981
+score ADVANCE_FEE_2_NEW_FORM 1.999
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_FRM_MNY 2.399
-score ADVANCE_FEE_3_NEW_MONEY 1.238
-score ADVANCE_FEE_4_NEW 2.541
+score ADVANCE_FEE_3_NEW_MONEY 1.654
+score ADVANCE_FEE_4_NEW 3.133
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 2.899
-score ADVANCE_FEE_5_NEW 1.943
-score ADVANCE_FEE_5_NEW_FRM_MNY 2.045
+score ADVANCE_FEE_5_NEW 2.423
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.607
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 0.701
+score AMAZON_IMG_NOT_RCVD_AMZN 2.442
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.699
-score BIGNUM_EMAILS_MANY 3.000
-score BITCOIN_DEADLINE 1.342
-score BITCOIN_MALF_HTML 2.534
-score BITCOIN_SPAM_02 1.475
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.663
-score BITCOIN_SPAM_07 1.644
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.203
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 1.338
+score BITCOIN_MALF_HTML 1.737
+score BITCOIN_SPAM_02 1.132
+score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_05 1.453
+score BITCOIN_SPAM_07 1.103
score BITCOIN_TOEQFM 3.499
-score BITCOIN_VISTA 0.348
-score BITCOIN_XPRIO 1.925
-score BITCOIN_YOUR_INFO 2.710
-score BODY_EMAIL_419_FRAUD_GM_LOOSE 0.227
-score BODY_URI_ONLY 0.196
+score BITCOIN_VISTA 3.274
+score BITCOIN_XPRIO 1.443
+score BITCOIN_YOUR_INFO 2.642
+score BODY_EMAIL_419_FRAUD_GM_LOOSE 0.472
+score BODY_URI_ONLY 0.241
score BOGUS_MIME_VERSION 0.001
-score CTE_8BIT_MISMATCH 0.638
-score DATE_IN_FUTURE_96_Q 2.419
-score DATE_IN_FUTURE_Q_PLUS 0.993
-score DKIMWL_BL 2.142
+score CTE_8BIT_MISMATCH 0.634
+score DATE_IN_FUTURE_96_Q 1.172
+score DATE_IN_FUTURE_Q_PLUS 0.798
+score DKIMWL_BL 2.688
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DOS_BODY_HIGH_NO_MID 2.299
-score END_FUTURE_EMAILS 1.723
+score END_FUTURE_EMAILS 1.788
score FILL_THIS_FORM 0.001
-score FONT_INVIS_LONG_LINE 2.095
+score FONT_INVIS_LONG_LINE 2.091
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 1.172
-score FORGED_SPF_HELO 1.124
-score FORM_FRAUD 0.997
-score FORM_FRAUD_3 2.094
+score FONT_INVIS_POSTEXTRAS 0.903
+score FORGED_SPF_HELO 1.404
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 2.224
score FORM_FRAUD_5 0.001
-score FOUND_YOU 1.022
+score FOUND_YOU 2.018
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 2.999
-score FROM_BANK_NOAUTH 0.999
-score FROM_FMBLA_NEWDOM 0.001
-score FROM_FMBLA_NEWDOM14 0.618
-score FROM_FMBLA_NEWDOM28 0.339
-score FROM_GOV_DKIM_AU -0.686
-score FROM_IN_TO_AND_SUBJ 0.677
-score FROM_LONG_DOM 1.499
+score FROM_BANK_NOAUTH 0.384
+score FROM_FMBLA_NEWDOM 0.001 # force non-zero
+score FROM_FMBLA_NEWDOM14 0.600
+score FROM_FMBLA_NEWDOM28 0.338
+score FROM_GOV_DKIM_AU -0.858
+score FROM_IN_TO_AND_SUBJ 0.422
+score FROM_LONG_DOM 1.500
score FROM_LONG_DOM_MINFP 2.499
-score FROM_MISSP_FREEMAIL 0.001 # force non-zero
-score FROM_MISSP_MSFT 0.001 # force non-zero
-score FROM_MISSP_PHISH 1.971
+score FROM_MISSP_FREEMAIL 0.001
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 2.284
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 1.128
-score FROM_MISSP_USER 0.001
-score FROM_NTLD_LINKBAIT 0.358
-score FROM_NTLD_REPLY_FREEMAIL 1.786
+score FROM_MISSP_TO_UNDISC 1.885
+score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_NTLD_LINKBAIT 0.233
+score FROM_NTLD_REPLY_FREEMAIL 1.287
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.212
-score FROM_UNBAL1 1.728
+score FROM_SUSPICIOUS_NTLD_FP 1.350
+score FROM_UNBAL1 0.802
score FROM_UNBAL2 2.399
score FROM_WSP_LEAD 0.001
score FROM_WSP_TRAIL 2.399
-score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_BULK_SIG 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_APPLE 1.899
score FUZZY_BITCOIN 2.299
-score FUZZY_CLICK_HERE 1.151
-score FUZZY_IMPORTANT 1.241
+score FUZZY_CLICK_HERE 1.451
+score FUZZY_IMPORTANT 0.881
score FUZZY_SECURITY 2.199
score FUZZY_WALLET 0.241
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 0.001
-score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 1.449
-score GOOG_REDIR_FRAUD 0.906
-score GOOG_REDIR_HTML_ONLY 0.001
+score GB_FAKE_RF_SHORT 0.731
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_HASHBL_BTC 3.310
+score GOOG_REDIR_FRAUD 0.981
+score GOOG_REDIR_HTML_ONLY 0.001 # force non-zero
score GOOG_REDIR_NORDNS 0.001
score GOOG_REDIR_NOTRDNS 1.499
score GOOG_REDIR_STATICRDNS 0.001
-score GOOG_STO_EMAIL_PHISH 2.131
+score GOOG_STO_EMAIL_PHISH 2.665
score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_MISSP 1.409
+score HDRS_MISSP 1.350
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.007
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
+score HEADER_FROM_DIFFERENT_DOMAINS 0.070
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 0.001
score HK_NAME_MR_MRS 0.001
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.778
+score HK_RANDOM_FROM 0.781
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.001 # force non-zero
+score HK_SCAM 0.001
score HOSTED_IMG_DIRECT_MX 3.499
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 0.001
score HTML_ENTITY_ASCII_TINY 2.999
-score HTML_SINGLET_MANY 1.305
-score HTML_TAG_BALANCE_CENTER 3.099
+score HTML_SINGLET_MANY 1.310
+score HTML_TAG_BALANCE_CENTER 3.100
score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 0.229
-score JH_SPAMMY_HEADERS 3.201
-score KHOP_HELO_FCRDNS 0.400
+score HTML_TEXT_INVISIBLE_STYLE 0.231
+score JH_SPAMMY_HEADERS 3.198
+score KHOP_HELO_FCRDNS 0.399
score LEADING_MANUFACTURER 1.249
score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
score LONG_IMG_URI 2.499
score LOTS_OF_MONEY 0.001 # force non-zero
score LOTTO_AGENT 1.499
-score LOTTO_DEPT 1.652
-score MALFORMED_FREEMAIL 2.036
-score MANY_SPAN_IN_TEXT 1.989
+score LOTTO_DEPT 1.918
+score MALFORMED_FREEMAIL 2.038
+score MANY_SPAN_IN_TEXT 1.929
score MANY_SUBDOM 0.001
-score MILLION_EUR 2.489
-score MILLION_HUNDRED 1.438
-score MILLION_USD 1.193
+score MILLION_EUR 2.599
+score MILLION_HUNDRED 1.402
+score MILLION_USD 1.496
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 1.591
-score MIXED_HREF_CASE 1.643
-score MONEY_ATM_CARD 0.357
-score MONEY_FORM_SHORT 0.982
-score MONEY_FRAUD_3 2.370
-score MONEY_FRAUD_5 2.414
+score MIXED_ES 1.384
+score MIXED_HREF_CASE 1.580
+score MONEY_ATM_CARD 0.060
+score MONEY_FORM_SHORT 0.597
+score MONEY_FRAUD_3 2.753
+score MONEY_FRAUD_5 2.886
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 1.999
score MONEY_NOHTML 0.001
score NA_DOLLARS 1.499
score NEW_PRODUCTS 1.249
-score NICE_REPLY_A -0.091
-score NO_FM_NAME_IP_HOSTN 0.906
+score NICE_REPLY_A -0.429
+score NO_FM_NAME_IP_HOSTN 0.904
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 2.985
+score OBFU_BITCOIN 2.959
score ODD_FREEM_REPTO 2.999
-score PAYPAL_PHISH_06 0.396
-score PAYPAL_PHISH_07 0.001
-score PAYPAL_PHISH_08 3.058
-score PAYPAL_PHISH_09 0.356
-score PDS_BAD_THREAD_QP_64 0.999
+score PAYPAL_PHISH_06 0.607
+score PAYPAL_PHISH_07 0.001 # force non-zero
+score PAYPAL_PHISH_08 2.712
+score PAYPAL_PHISH_09 0.600
+score PDS_BAD_THREAD_QP_64 1.000
score PDS_BTC_ID 0.001
-score PDS_BTC_MSGID 0.622
-score PDS_DBL_URL_LINKBAIT 1.054
+score PDS_BTC_MSGID 0.223
+score PDS_DBL_URL_LINKBAIT 0.957
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.679
+score PDS_FRNOM_TODOM_NAKED_TO 0.783
score PDS_FROM_2_EMAILS 3.499
-score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_FROM_NAME_TO_DOMAIN 1.896
score PDS_HELO_SPF_FAIL 0.001
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.001
-score PHISH_ATTACH 2.599
+score PHISH_ATTACH 2.600
score PHP_SCRIPT 2.499
score POSSIBLE_PAYPAL_PHISH_03 0.001
-score POSSIBLE_PAYPAL_PHISH_04 0.147
+score POSSIBLE_PAYPAL_PHISH_04 0.001
score POSSIBLE_PAYPAL_PHISH_10 0.001
score POSSIBLE_PAYPAL_PHISH_11 0.001
-score POSSIBLE_PAYPAL_PHISH_12 0.707
+score POSSIBLE_PAYPAL_PHISH_12 0.118
score PP_MIME_FAKE_ASCII_TEXT 0.240
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.228
+score RAND_MKTG_HEADER 1.558
+score RATWARE_NO_RDNS 1.889
score RCVD_DOTEDU_SHORT 1.499
score RCVD_IN_IADB_ESP -0.001
-score REPTO_419_FRAUD_GM 2.263
+score REPTO_419_FRAUD_GM 2.823
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score REPTO_419_FRAUD_HM 1.353
-score SHARE_50_50 0.551
+score REPTO_419_FRAUD_HM 2.571
+score SHARE_50_50 2.253
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_IMG_SUSP_NTLD 0.261
-score SPOOFED_FREEMAIL 0.001 # force non-zero
-score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SHORT_IMG_SUSP_NTLD 0.651
+score SPOOFED_FREEMAIL 0.001
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
score SPOOFED_FREEM_REPTO 0.001
-score SPOOF_GMAIL_MID 0.370
-score STATIC_XPRIO_OLE 1.473
+score SPOOF_GMAIL_MID 0.324
+score STATIC_XPRIO_OLE 1.537
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 2.420
-score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_SUBJ 1.978
+score SUSP_UTF8_WORD_COMBO 2.421
+score SUSP_UTF8_WORD_FROM 1.272
+score SUSP_UTF8_WORD_SUBJ 1.960
score TEQF_USR_POLITE 1.999
score THIS_AD 0.001
-score THIS_IS_ADV_SUSP_NTLD 0.584
-score TO_EQ_FM_DIRECT_MX 0.506
-score TO_EQ_FM_DOM_HTML_IMG 2.428
+score THIS_IS_ADV_SUSP_NTLD 1.281
+score TO_EQ_FM_DIRECT_MX 0.501
+score TO_EQ_FM_DOM_HTML_IMG 2.204
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 2.018
-score TO_NO_BRKTS_HTML_IMG 0.007
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 1.238
+score TO_NO_BRKTS_HTML_IMG 0.163
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
score TO_NO_BRKTS_NORDNS_HTML 0.001
score TRANSFORM_LIFE 2.496
-score TVD_SPACE_RATIO_MINFP 0.001
+score TVD_SPACE_ENCODED 0.001
+score TVD_SPACE_RATIO_MINFP 0.001 # force non-zero
score UNDISC_FREEM 2.799
-score UNDISC_MONEY 2.700
+score UNDISC_MONEY 2.699
score UNICODE_OBFU_ASC 2.499
-score UNICODE_OBFU_ZW_MANY 1.118
+score UNICODE_OBFU_ZW_MANY 0.096
score UPPERCASE_URI 0.001
-score URIBL_CT_SURBL 1.768
-score URI_BUFFLY 1.999
-score URI_DOTEDU 0.782
-score URI_DOTTY_HEX 2.700
+score URIBL_CT_SURBL 1.703
+score URI_BUFFLY 2.000
+score URI_DOTEDU 0.272
+score URI_DOTTY_HEX 2.699
score URI_DWEBIPFS 3.499
-score URI_EXCESS_SLASHES 2.499
-score URI_FLKIPFSXYZIPFS 1.299
+score URI_EXCESS_SLASHES 1.860
+score URI_FLKIPFSXYZIPFS 2.831
score URI_GOOGDRAWPREVIEW_MINFP 3.499
-score URI_GOOGLE_PROXY 2.399
-score URI_GOOG_STO_SPAMMY 2.219
-score URI_IMG_CWINDOWSNET 0.989
+score URI_GOOGLE_PROXY 2.300
+score URI_GOOG_STO_SPAMMY 2.526
+score URI_IMG_CWINDOWSNET 0.851
score URI_IPFS 0.001
-score URI_IPFSIO 2.489
+score URI_IPFSIO 2.507
score URI_MALWARE_BH 0.999
-score URI_ONLY_MSGID_MALF 1.816
+score URI_ONLY_MSGID_MALF 1.999
score URI_PHISH 0.001
score URI_PHP_REDIR 0.001
-score URI_TRY_3LD 2.000
+score URI_TRY_3LD 1.999
score URI_WPADMIN 0.001
-score URI_WP_DIRINDEX 0.001 # force non-zero
+score URI_WP_DIRINDEX 0.001
score URI_WP_HACKED 0.001
score URI_WP_HACKED_2 2.436
-score VFY_ACCT_NORDNS 0.898
+score VFY_ACCT_NORDNS 0.823
score WORD_INVIS 2.999
score WORD_INVIS_MANY 2.999
score XM_RANDOM 2.499
score XPRIO 0.001
-score XPRIO_VISTA 0.861
-score ZW_OBFU_FREEM 0.926
+score XPRIO_VISTA 0.271
+score ZW_OBFU_FREEM 0.389
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -351,7 +352,6 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_MALF 1.000
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
@@ -410,7 +410,6 @@ score TAGSTAT_IMG_NOT_RCVD_TGST 1.0
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
score TO_NO_BRKTS_PCNT 1.000
-score TVD_SPACE_ENCODED 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/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1924685&r1=1924684&r2=1924685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Mar 29 02:43:51 2025
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 235908 33.058% (97.417% of non-spam corpus)
-# Correctly spam: 290393 40.693% (61.594% of spam corpus)
-# False positives: 6254 0.876% (2.583% of nonspam, 347706 weighted)
-# False negatives: 181068 25.373% (38.406% of spam, 461961 weighted)
-# Average score for spam: 6.6 nonspam: 0.9
-# Average for false-pos: 5.7 false-neg: 2.6
-# TOTAL: 713623 100.00%
+# Correctly non-spam: 238359 32.977% (97.427% of non-spam corpus)
+# Correctly spam: 299395 41.421% (62.614% of spam corpus)
+# False positives: 6294 0.871% (2.573% of nonspam, 350475 weighted)
+# False negatives: 178764 24.732% (37.386% of spam, 449416 weighted)
+# Average score for spam: 6.7 nonspam: 0.9
+# Average for false-pos: 5.7 false-neg: 2.5
+# TOTAL: 722812 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29499 97.35%
-# Correctly spam: 36187 61.53%
-# False positives: 803 2.65%
-# False negatives: 22628 38.47%
-# TCR(l=50): 0.936873 SpamRecall: 61.527% SpamPrec: 97.829%
+# Correctly non-spam: 29813 97.53%
+# Correctly spam: 37452 62.77%
+# False positives: 756 2.47%
+# False negatives: 22215 37.23%
+# TCR(l=50): 0.994201 SpamRecall: 62.768% SpamPrec: 98.021%
##### 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: 230935 95.36%
-# Correctly spam: 204424 43.36%
-# False positives: 11227 4.64%
-# False negatives: 267037 56.64%
-# TCR(l=50): 0.569131 SpamRecall: 43.360% SpamPrec: 94.794%
+# Correctly non-spam: 233402 95.40%
+# Correctly spam: 208211 43.54%
+# False positives: 11251 4.60%
+# False negatives: 269948 56.46%
+# TCR(l=50): 0.574367 SpamRecall: 43.544% SpamPrec: 94.873%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28938 95.50%
-# Correctly spam: 25523 43.40%
-# False positives: 1364 4.50%
-# False negatives: 33292 56.60%
-# TCR(l=50): 0.579504 SpamRecall: 43.395% SpamPrec: 94.927%
+# Correctly non-spam: 29224 95.60%
+# Correctly spam: 25843 43.31%
+# False positives: 1345 4.40%
+# False negatives: 33824 56.69%
+# TCR(l=50): 0.590330 SpamRecall: 43.312% SpamPrec: 95.053%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1924685&r1=1924684&r2=1924685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Mar 29 02:43:51 2025
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 165804 49.399% (98.468% of non-spam corpus)
-# Correctly spam: 147541 43.957% (88.210% of spam corpus)
-# False positives: 2579 0.768% (1.532% of nonspam, 215169 weighted)
-# False negatives: 19721 5.876% (11.790% of spam, 46314 weighted)
-# Average score for spam: 11.9 nonspam: -1.3
-# Average for false-pos: 8.4 false-neg: 2.3
-# TOTAL: 335645 100.00%
+# Correctly non-spam: 165810 49.401% (98.472% of non-spam corpus)
+# Correctly spam: 147555 43.962% (88.219% of spam corpus)
+# False positives: 2573 0.767% (1.528% of nonspam, 215035 weighted)
+# False negatives: 19705 5.871% (11.781% of spam, 46396 weighted)
+# Average score for spam: 12.0 nonspam: -1.3
+# Average for false-pos: 8.4 false-neg: 2.4
+# TOTAL: 335643 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 20909 98.56%
-# Correctly spam: 18556 88.11%
+# Correctly spam: 18557 88.11%
# False positives: 306 1.44%
-# False negatives: 2505 11.89%
-# TCR(l=50): 1.182870 SpamRecall: 88.106% SpamPrec: 98.378%
+# False negatives: 2504 11.89%
+# TCR(l=50): 1.182936 SpamRecall: 88.111% SpamPrec: 98.378%
##### 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: 166803 99.06%
-# Correctly spam: 96831 57.89%
+# Correctly spam: 96816 57.88%
# False positives: 1580 0.94%
-# False negatives: 70431 42.11%
-# TCR(l=50): 1.119326 SpamRecall: 57.892% SpamPrec: 98.394%
+# False negatives: 70444 42.12%
+# TCR(l=50): 1.119215 SpamRecall: 57.884% SpamPrec: 98.394%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 21045 99.20%
-# Correctly spam: 12136 57.62%
+# Correctly spam: 12140 57.64%
# False positives: 170 0.80%
-# False negatives: 8925 42.38%
-# TCR(l=50): 1.208666 SpamRecall: 57.623% SpamPrec: 98.619%
+# False negatives: 8921 42.36%
+# TCR(l=50): 1.208943 SpamRecall: 57.642% SpamPrec: 98.619%