Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1915526&r1=1915525&r2=1915526&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Feb 2 02:45:20 2024
@@ -1,39 +1,39 @@
-# Using score set 0 logs for revision 1915488 from:
-# ham-ena-week0.r1915488.log ham-ena-week1.r1915488.log ham-ena-week2.r1915488.log ham-ena-week3.r1915488.log ham-ena-week4.r1915488.log ham-giovanni-ham.r1915488.log ham-giovanni-spammy.r1915488.log ham-giovanni-spam.r1915488.log ham-grenier.r1915488.log ham-hege.r1915488.log ham-jhardin.r1915488.log ham-llanga.r1915488.log ham-mmiroslaw-mails-ham.r1915488.log ham-mmiroslaw-mails-spam.r1915488.log ham-spamsponge.r1915488.log ham-tsz-corpus.r1915488.log ham-whyscream.r1915488.log spam-ena-week0.r1915488.log spam-ena-week1.r1915488.log spam-ena-week2.r1915488.log spam-ena-week3.r1915488.log spam-ena-week4.r1915488.log spam-giovanni-ham.r1915488.log spam-giovanni-spammy.r1915488.log spam-giovanni-spam.r1915488.log spam-grenier.r1915488.log spam-hege.r1915488.log spam-jhardin.r1915488.log spam-llanga.r1915488.log spam-mmiroslaw-mails-ham.r1915488.log spam-mmiroslaw-mails-spam.r1915488.log spam-spamsponge.r1915488.log spam-tsz-corpus.r1915488.log spam-whyscream.r1915488.log
+# Using score set 0 logs for revision 1915507 from:
+# ham-ena-week0.r1915507.log ham-ena-week1.r1915507.log ham-ena-week2.r1915507.log ham-ena-week3.r1915507.log ham-ena-week4.r1915507.log ham-giovanni-ham.r1915507.log ham-giovanni-spammy.r1915507.log ham-giovanni-spam.r1915507.log ham-grenier.r1915507.log ham-hege.r1915507.log ham-jhardin.r1915507.log ham-llanga.r1915507.log ham-mmiroslaw-mails-ham.r1915507.log ham-mmiroslaw-mails-spam.r1915507.log ham-spamsponge.r1915507.log ham-tsz-corpus.r1915507.log ham-whyscream.r1915507.log spam-ena-week0.r1915507.log spam-ena-week1.r1915507.log spam-ena-week2.r1915507.log spam-ena-week3.r1915507.log spam-ena-week4.r1915507.log spam-giovanni-ham.r1915507.log spam-giovanni-spammy.r1915507.log spam-giovanni-spam.r1915507.log spam-grenier.r1915507.log spam-hege.r1915507.log spam-jhardin.r1915507.log spam-llanga.r1915507.log spam-mmiroslaw-mails-ham.r1915507.log spam-mmiroslaw-mails-spam.r1915507.log spam-spamsponge.r1915507.log spam-tsz-corpus.r1915507.log spam-whyscream.r1915507.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
-score AC_HTML_NONSENSE_TAGS 2.000
+score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 2.500
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.716
+score ADMITS_SPAM 2.700
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.294
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.457
-score ADVANCE_FEE_3_NEW_MONEY 0.406
-score ADVANCE_FEE_4_NEW_MONEY 0.442
+score ADVANCE_FEE_3_NEW 2.451
+score ADVANCE_FEE_3_NEW_MONEY 0.385
+score ADVANCE_FEE_4_NEW_MONEY 0.160
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
score AXB_X_FF_SEZ_S 3.199
-score BITCOIN_DEADLINE 0.987
-score BITCOIN_EXTORT_01 4.243
-score BITCOIN_MALF_HTML 1.955
-score BITCOIN_PAY_ME 1.121
+score BITCOIN_DEADLINE 0.748
+score BITCOIN_EXTORT_01 4.251
+score BITCOIN_MALF_HTML 0.001 # force non-zero
+score BITCOIN_PAY_ME 1.355
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 1.064
-score BITCOIN_SPAM_07 0.195
+score BITCOIN_SPAM_03 0.513
+score BITCOIN_SPAM_07 1.441
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 2.809
-score BITCOIN_VISTA 2.055
+score BITCOIN_TOEQFM 1.573
+score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 2.000
+score BODY_SINGLE_URI 1.988
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.015
+score BODY_URI_ONLY 0.628
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
@@ -42,171 +42,168 @@ score DSN_NO_MIMEVERSION 1.9
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.905
+score FILL_THIS_FORM 0.803
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.693
-score FONT_INVIS_MSGID 2.499
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 2.500
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.888
-score FORM_FRAUD 0.001 # force non-zero
-score FORM_FRAUD_3 2.140
+score FONT_INVIS_POSTEXTRAS 3.296
+score FORM_FRAUD 0.304
+score FORM_FRAUD_3 2.348
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 3.199
-score FROM_ADDR_WS 2.002
-score FROM_IN_TO_AND_SUBJ 1.499
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROMSPACE 3.099
+score FROM_ADDR_WS 2.058
+score FROM_IN_TO_AND_SUBJ 0.577
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_DYNIP 0.001 # force non-zero
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.302
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 2.088
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 3.747
+score FROM_MISSP_TO_UNDISC 1.316
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.523
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_NTLD_REPLY_FREEMAIL 1.640
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.399
score FROM_WSP_TRAIL 2.799
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.999
+score FSL_HAS_TINYURL 3.099
score FSL_NEW_HELO_USER 0.001
-score FUZZY_IMPORTANT 1.186
-score FUZZY_PRIVACY 2.899
+score FUZZY_IMPORTANT 1.187
+score FUZZY_PRIVACY 2.799
score FUZZY_SECURITY 2.499
-score FUZZY_SPRM 0.948
-score FUZZY_WALLET 1.613
-score GB_BITCOIN_CP 1.165
-score GB_BITCOIN_NH 1.704
-score GB_CUSTOM_HTM_URI 1.500
-score GB_FAKE_RF_SHORT 1.999
+score FUZZY_SPRM 1.792
+score GB_BITCOIN_CP 2.258
+score GB_BITCOIN_NH 2.999
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.941
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_REDIR_NORDNS 2.396
+score GOOG_REDIR_NORDNS 2.399
score GOOG_STO_IMG_HTML 2.500
-score GOOG_STO_NOIMG_HTML 2.655
+score GOOG_STO_NOIMG_HTML 2.752
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.458
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDR_ORDER_FTSDMCXX_DIRECT 2.000
+score HDR_ORDER_FTSDMCXX_NORDNS 0.889
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.851
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 1.000
+score HK_NAME_FM_MR_MRS 0.854
+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_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HK_SPAMMY_FILENAME 2.899
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 2.487
+score HK_SPAMMY_FILENAME 2.799
+score HOSTED_IMG_DIRECT_MX 3.415
+score HOSTED_IMG_FREEM 2.288
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 2.499
score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII 1.911
-score HTML_ENTITY_ASCII_TINY 0.249
+score HTML_ENTITY_ASCII_TINY 0.001
score HTML_FONT_TINY_NORDNS 1.999
-score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.488
-score HTML_TEXT_INVISIBLE_STYLE 1.590
+score HTML_OFF_PAGE 2.999
+score HTML_SINGLET_MANY 2.500
+score HTML_TEXT_INVISIBLE_FONT 1.353
+score HTML_TEXT_INVISIBLE_STYLE 1.160
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.400
-score LONGLN_LOW_CONTRAST 1.887
+score KHOP_HELO_FCRDNS 0.399
+score LONGLN_LOW_CONTRAST 2.051
score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.305
+score LONG_INVISIBLE_TEXT 2.234
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MANY_SUBDOM 3.499
-score MILLION_EUR 0.679
+score MILLION_EUR 1.945
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.691
-score MIMEOLE_DIRECT_TO_MX 1.999
+score MILLION_USD 0.704
+score MIMEOLE_DIRECT_TO_MX 2.000
score MIXED_AREA_CASE 0.001
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.199
-score MIXED_FONT_CASE 0.001
+score MIXED_ES 2.299
+score MIXED_FONT_CASE 0.278
score MIXED_HREF_CASE 1.940
score MIXED_IMG_CASE 0.001
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 1.163
+score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.500
+score MONEY_FRAUD_3 2.020
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.944
+score MONEY_FRAUD_8 2.882
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 1.180
-score MSM_PRIO_REPTO 0.220
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.201
-score NORDNS_LOW_CONTRAST 1.636
+score MSGID_NOFQDN1 1.002
+score MSM_PRIO_REPTO 2.058
+score NA_DOLLARS 0.798
+score NICE_REPLY_A -3.495
+score NORDNS_LOW_CONTRAST 1.391
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001 # force non-zero
-score OBFU_TEXT_ATTACH 1.499
-score ODD_FREEM_REPTO 2.999
+score NSL_RCVD_HELO_USER 0.001
+score OBFU_TEXT_ATTACH 1.500
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.412
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 0.353
score PDS_FROM_NAME_TO_DOMAIN 1.999
-score PDS_HP_HELO_NORDNS 0.549
-score PDS_NAKED_TO_NUMERO 1.999
-score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 0.001
+score PDS_HP_HELO_NORDNS 0.913
+score PDS_NAKED_TO_NUMERO 2.000
+score PDS_PHP_EVAL 1.500
+score PDS_TINYSUBJ_URISHRT 0.833
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.499
-score POSTCARD_03 2.500
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PHP_ORIG_SCRIPT_EVAL 3.000
+score PHP_SCRIPT 2.500
+score POSTCARD_03 2.600
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
-score RCVD_DOTEDU_SUSP 0.570
-score RCVD_DOTEDU_SUSP_URI 0.155
+score RCVD_DOTEDU_SUSP 1.297
+score RCVD_DOTEDU_SUSP_URI 0.600
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score REPTO_419_FRAUD_YJ 0.561
-score RISK_FREE 2.899
-score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.500
-score SCC_CANSPAM_2 3.999
-score SCC_ISEMM_LID_1B 1.499
-score SCC_NEWBIE_HASBEENS 2.399
-score SCC_SPAMMER_ADDR_2 2.142
+score REPTO_419_FRAUD_YJ 2.070
+score RISK_FREE 1.172
+score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
+score SCC_BODY_URI_ONLY 2.498
+score SCC_CANSPAM_2 2.598
+score SCC_ISEMM_LID_1B 1.500
+score SCC_NEWBIE_HASBEENS 2.400
+score SCC_SPAMMER_ADDR_2 2.013
score SENDGRID_REDIR 1.499
score SERGIO_SUBJECT_PORN014 3.099
-score SHARE_50_50 2.684
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHARE_50_50 2.619
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
score SHORTENED_URL_SRC 3.099
score SHORTENER_SHORT_IMG 0.001
score SHORTENER_SHORT_SUBJ 2.999
score SHORT_SHORTNER 1.999
-score SPAM_CWINDOWSNET 2.720
-score SPOOFED_FREEMAIL_NO_RDNS 1.498
+score SPAM_CWINDOWSNET 0.038
+score SPOOFED_FREEMAIL_NO_RDNS 1.134
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.915
+score STATIC_XPRIO_OLE 1.205
score SUSP_UTF8_WORD_COMBO 3.000
-score SUSP_UTF8_WORD_FROM 1.999
-score THIS_AD 1.199
+score SUSP_UTF8_WORD_FROM 2.000
+score THIS_AD 1.099
+score THIS_IS_ADV_SUSP_NTLD 0.528
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.499
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
+score TO_EQ_FM_DOM_HTML_IMG 2.350
score TO_IN_SUBJ 0.100
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.981
+score TO_NO_BRKTS_HTML_IMG 1.749
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_PH_BODY_ACCOUNTS_POST 0.978
-score TVD_PH_BODY_META_ALL 1.563
-score TVD_RCVD_SPACE_BRACKET 2.783
-score TVD_SPACE_ENCODED 2.400
-score TVD_SPACE_RATIO_MINFP 2.500
+score TVD_PH_BODY_ACCOUNTS_POST 0.966
+score TVD_PH_BODY_META_ALL 1.581
+score TVD_RCVD_SPACE_BRACKET 3.175
+score TVD_SPACE_ENCODED 2.498
+score TVD_SPACE_RATIO_MINFP 2.499
score UNDISC_FREEM 2.699
score UNDISC_MONEY 3.099
score UNICODE_OBFU_ASC 2.499
@@ -218,20 +215,21 @@ score URI_GOOGLE_PROXY 2.0
score URI_GOOG_STO_SPAMMY 2.999
score URI_IMG_CWINDOWSNET 0.001
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.889
+score URI_PHISH 2.901
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.599
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.402
-score VISTA_COST 0.559
-score VISTA_TONOM_EQ_TOLOC 2.500
-score WIKI_IMG 2.999
+score VFY_ACCT_NORDNS 2.516
+score VISTA_COST 2.499
+score VISTA_TONOM_EQ_TOLOC 2.499
+score WIKI_IMG 3.299
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XM_UC_ONLY 2.499
-score XPRIO 0.468
+score XM_UC_ONLY 2.500
+score XPRIO 0.698
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -310,7 +308,7 @@ score HOSTED_IMG_MULTI 1.0
score HREF_EMPTY_PHPMAIL 1.000
score HREF_EMPTY_XANTIABUSE 1.000
score HREF_EMPTY_XAUTHED 1.000
-score HTML_OFF_PAGE 1.000
+score HTML_ENTITY_ASCII 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
score JH_SPAMMY_PATTERN01 1.000
@@ -322,7 +320,6 @@ 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_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -334,6 +331,7 @@ score MSGID_HDR_MALF 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
+score ODD_FREEM_REPTO 1.000
score PDS_BTC_NTLD 1.000
score PDS_X_PHP_WELLKNOWN 1.000
score PHISH_AZURE_CLOUDAPP 3.500
@@ -376,7 +374,6 @@ score SUBJ_BRKN_WORDNUMS 1.0
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
-score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
score TO_NAME_SUBJ_NO_RDNS 1.000
score TW_GIBBERISH_MANY 1.000
@@ -396,7 +393,6 @@ score URI_PHP_REDIR 1.0
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
score USB_DRIVES 1.000
-score VFY_ACCT_NORDNS 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915526&r1=1915525&r2=1915526&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Feb 2 02:45:20 2024
@@ -3,206 +3,204 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 1.646
-score ADMITS_SPAM 1.997
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 1.866
-score ADVANCE_FEE_3_NEW_MONEY 1.870
-score ADVANCE_FEE_4_NEW_MONEY 1.334
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.870
+score ADMITS_SPAM 1.999
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 1.802
+score ADVANCE_FEE_3_NEW_MONEY 2.085
+score ADVANCE_FEE_4_NEW_MONEY 1.439
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.060
+score ADVANCE_FEE_5_NEW_MONEY 0.095
score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.497
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.296
-score BITCOIN_DEADLINE 1.555
-score BITCOIN_EXTORT_01 2.301
+score AXB_X_FF_SEZ_S 3.299
+score BITCOIN_DEADLINE 1.499
+score BITCOIN_EXTORT_01 2.469
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_PAY_ME 1.635
-score BITCOIN_SPAM_02 1.228
-score BITCOIN_SPAM_05 2.076
-score BITCOIN_SPAM_07 0.482
-score BITCOIN_SPAM_09 1.060
+score BITCOIN_PAY_ME 1.802
+score BITCOIN_SPAM_02 2.025
+score BITCOIN_SPAM_05 1.587
+score BITCOIN_SPAM_07 0.754
+score BITCOIN_SPAM_09 1.171
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.986
+score BITCOIN_XPRIO 2.499
+score BITCOIN_YOUR_INFO 2.987
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 1.210
+score BODY_SINGLE_WORD 0.714
score BODY_URI_ONLY 0.001
-score CK_HELO_GENERIC 0.248
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.258
-score DKIMWL_WL_HIGH -1.292
+score DEAR_BENEFICIARY 2.248
+score DKIMWL_WL_HIGH -2.276
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 0.220
+score END_FUTURE_EMAILS 2.499
+score FILL_THIS_FORM 0.237
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.889
-score FONT_INVIS_MSGID 0.521
-score FONT_INVIS_POSTEXTRAS 2.144
-score FORGED_SPF_HELO 3.096
-score FORM_FRAUD_5 0.950
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_ADDR_WS 0.077
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.999
-score FROM_IN_TO_AND_SUBJ 1.128
-score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 0.508
-score FROM_MISSP_EH_MATCH 1.997
-score FROM_MISSP_FREEMAIL 3.196
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 0.552
+score FONT_INVIS_POSTEXTRAS 2.927
+score FORGED_SPF_HELO 3.099
+score FORM_FRAUD_5 0.900
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROM_ADDR_WS 0.088
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.885
+score FROM_IN_TO_AND_SUBJ 0.797
+score FROM_MISSPACED 1.999
+score FROM_MISSP_DYNIP 0.490
+score FROM_MISSP_EH_MATCH 1.999
+score FROM_MISSP_FREEMAIL 3.099
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.883
-score FROM_MISSP_SPF_FAIL 1.853
-score FROM_MISSP_TO_UNDISC 2.308
+score FROM_MISSP_REPLYTO 0.902
+score FROM_MISSP_SPF_FAIL 1.703
+score FROM_MISSP_TO_UNDISC 3.435
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_PAYPAL_SPOOF 0.707
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_BULK_SIG 1.929
+score FROM_PAYPAL_SPOOF 1.516
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FSL_BULK_SIG 1.933
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 2.607
-score FUZZY_IMPORTANT 2.014
-score FUZZY_PRIVACY 2.896
-score FUZZY_SPRM 2.397
-score FUZZY_WALLET 0.085
-score GB_BITCOIN_CP 1.975
-score GB_CUSTOM_HTM_URI 1.498
-score GB_FAKE_RF_SHORT 1.454
+score FUZZY_BITCOIN 0.599
+score FUZZY_IMPORTANT 1.995
+score FUZZY_PRIVACY 2.899
+score FUZZY_SPRM 2.399
+score FUZZY_WALLET 0.094
+score GB_BITCOIN_CP 1.631
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.345
score GB_FREEMAIL_DISPTO 0.001
score GB_HASHBL_BTC 0.001
-score GOOG_REDIR_NORDNS 1.929
-score GOOG_STO_IMG_HTML 2.734
-score GOOG_STO_NOIMG_HTML 2.915
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 0.987
-score HDR_ORDER_FTSDMCXX_DIRECT 1.918
-score HDR_ORDER_FTSDMCXX_NORDNS 2.473
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_NO_DOMAIN 0.111
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.997
-score HOSTED_IMG_DIRECT_MX 3.496
+score GOOG_REDIR_NORDNS 1.943
+score GOOG_STO_IMG_HTML 2.728
+score GOOG_STO_NOIMG_HTML 2.717
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 0.990
+score HDR_ORDER_FTSDMCXX_DIRECT 1.865
+score HDR_ORDER_FTSDMCXX_NORDNS 3.499
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.414
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 1.000
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 3.499
score HOSTED_IMG_FREEM 2.787
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_BADATTR 0.998
-score HTML_FONT_TINY_NORDNS 1.691
-score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 2.135
-score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.001
-score LONGLN_LOW_CONTRAST 2.298
-score LONG_HEX_URI 1.791
-score LONG_IMG_URI 0.457
-score LONG_INVISIBLE_TEXT 2.354
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HTML_BADATTR 0.999
+score HTML_FONT_TINY_NORDNS 1.725
+score HTML_SINGLET_MANY 2.499
+score HTML_TEXT_INVISIBLE_FONT 1.999
+score HTML_TEXT_INVISIBLE_STYLE 2.106
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score LONGLN_LOW_CONTRAST 2.190
+score LONG_HEX_URI 1.803
+score LONG_IMG_URI 0.442
+score LONG_INVISIBLE_TEXT 2.479
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.997
-score MANY_SUBDOM 3.296
+score LOTTO_DEPT 1.999
+score MANY_SUBDOM 3.299
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.035
+score MILLION_USD 0.001 # force non-zero
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 2.498
-score MIXED_ES 2.197
-score MIXED_FONT_CASE 1.550
-score MIXED_HREF_CASE 1.997
+score MIXED_CENTER_CASE 2.499
+score MIXED_ES 2.199
+score MIXED_FONT_CASE 1.913
+score MIXED_HREF_CASE 1.999
score MIXED_IMG_CASE 0.001
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 1.097
+score MONEY_FORM 1.098
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.379
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.596
-score MONEY_FREEMAIL_REPTO 1.076
-score MONEY_FROM_MISSP 0.001 # force non-zero
-score MONEY_NOHTML 2.497
-score NA_DOLLARS 0.799
-score NICE_REPLY_A -2.112
-score NORDNS_LOW_CONTRAST 0.306
-score NO_FM_NAME_IP_HOSTN 0.309
+score MONEY_FRAUD_3 0.964
+score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_8 2.599
+score MONEY_FREEMAIL_REPTO 1.086
+score MONEY_FROM_MISSP 0.001
+score MONEY_NOHTML 2.499
+score NA_DOLLARS 0.800
+score NICE_REPLY_A -0.481
+score NORDNS_LOW_CONTRAST 0.226
+score NO_FM_NAME_IP_HOSTN 0.449
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.096
-score OBFU_BITCOIN 2.337
-score OBFU_TEXT_ATTACH 0.611
-score PDS_BTC_ID 0.198
-score PDS_BTC_MSGID 0.992
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.998
-score PDS_FROM_NAME_TO_DOMAIN 0.598
-score PDS_HELO_SPF_FAIL 1.997
+score NSL_RCVD_HELO_USER 0.403
+score OBFU_BITCOIN 2.697
+score OBFU_TEXT_ATTACH 0.001
+score PDS_BTC_ID 0.001
+score PDS_BTC_MSGID 0.001
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 0.452
+score PDS_FROM_NAME_TO_DOMAIN 1.127
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.937
-score PHP_SCRIPT 1.756
-score POSTCARD_03 2.596
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PHP_SCRIPT 1.654
+score POSTCARD_03 2.599
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.596
-score RATWARE_NO_RDNS 2.269
-score RCVD_DOTEDU_SUSP 1.503
-score RCVD_DOTEDU_SUSP_URI 2.549
+score RAND_MKTG_HEADER 1.612
+score RATWARE_NO_RDNS 2.013
+score RCVD_DOTEDU_SUSP 1.720
+score RCVD_DOTEDU_SUSP_URI 2.169
score RCVD_IN_IADB_COURT -0.001
-score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
+score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.796
-score SCC_CANSPAM_2 2.902
-score SCC_ISEMM_LID_1B 1.498
-score SCC_NEWBIE_HASBEENS 2.298
+score SCC_BODY_URI_ONLY 2.799
+score SCC_CANSPAM_2 2.900
+score SCC_ISEMM_LID_1B 1.499
+score SCC_NEWBIE_HASBEENS 2.300
score SENDGRID_REDIR 0.001
-score SERGIO_SUBJECT_PORN014 3.096
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 1.260
-score SHORTENER_SHORT_IMG 0.907
-score SHORT_SHORTNER 1.997
+score SERGIO_SUBJECT_PORN014 3.099
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENED_URL_SRC 1.246
+score SHORTENER_SHORT_IMG 0.899
+score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.085
-score STATIC_XPRIO_OLE 0.515
-score SUSP_UTF8_WORD_COMBO 2.979
-score THIS_AD 0.998
-score TO_EQ_FM_DIRECT_MX 1.053
-score TO_EQ_FM_DOM_SPF_FAIL 0.349
-score TO_EQ_FM_HTML_ONLY 1.037
-score TO_EQ_FM_SPF_FAIL 0.611
-score TO_IN_SUBJ 0.098
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.791
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.028
-score TO_NO_BRKTS_NORDNS_HTML 1.531
-score TO_NO_BRKTS_PCNT 2.175
-score TVD_PH_BODY_ACCOUNTS_POST 0.693
-score TVD_PH_BODY_META_ALL 2.546
+score SPOOFED_FREEM_REPTO 2.078
+score STATIC_XPRIO_OLE 0.576
+score SUSP_UTF8_WORD_COMBO 3.000
+score THIS_AD 0.999
+score TO_EQ_FM_DIRECT_MX 1.673
+score TO_EQ_FM_DOM_SPF_FAIL 0.236
+score TO_EQ_FM_SPF_FAIL 1.333
+score TO_IN_SUBJ 0.100
+score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NO_BRKTS_HTML_IMG 1.793
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 2.029
+score TO_NO_BRKTS_NORDNS_HTML 1.812
+score TO_NO_BRKTS_PCNT 2.180
+score TVD_PH_BODY_ACCOUNTS_POST 0.718
+score TVD_PH_BODY_META_ALL 2.585
score TVD_SPACE_RATIO_MINFP 0.001 # force non-zero
-score UNDISC_FREEM 2.397
-score UNDISC_MONEY 2.896
-score UNICODE_OBFU_ASC 2.497
+score UNDISC_FREEM 2.399
+score UNDISC_MONEY 2.899
+score UNICODE_OBFU_ASC 2.500
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_DOTEDU 1.997
-score URI_DQ_UNSUB 2.397
-score URI_GOOGLE_PROXY 1.797
-score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 1.268
+score URI_DOTEDU 1.999
+score URI_DQ_UNSUB 2.399
+score URI_GOOGLE_PROXY 1.799
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_IMG_CWINDOWSNET 1.267
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.897
-score URI_TRY_3LD 1.997
-score URI_WPADMIN 2.397
-score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.497
-score VISTA_TONOM_EQ_TOLOC 1.997
-score WIKI_IMG 2.197
+score URI_PHISH 3.901
+score URI_TRY_3LD 1.999
+score URI_WPADMIN 2.399
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score WIKI_IMG 2.199
score WORD_INVIS_MANY 2.547
-score XFER_LOTSA_MONEY 0.001 # force non-zero
-score XM_RANDOM 2.497
-score XPRIO 0.001
+score XFER_LOTSA_MONEY 0.001
+score XM_RANDOM 2.499
+score XPRIO 0.001 # force non-zero
score ACCT_PHISHING_MANY 1.000
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -319,7 +317,6 @@ 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_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -409,6 +406,7 @@ score URI_WP_DIRINDEX 1.0
score USB_DRIVES 1.000
score VFY_ACCT_NORDNS 1.000
score VISTA_COST 1.000
+score VISTA_TONOM_EQ_TOLOC 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915526&r1=1915525&r2=1915526&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Feb 2 02:45:20 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 463195 65.532% (99.239% of non-spam corpus)
-# Correctly spam: 174103 24.632% (72.520% of spam corpus)
-# False positives: 3551 0.502% (0.761% of nonspam, 55543 weighted)
-# False negatives: 65972 9.334% (27.480% of spam, 122394 weighted)
-# Average score for spam: 7.1 nonspam: 0.5
+# Correctly non-spam: 466856 65.774% (99.243% of non-spam corpus)
+# Correctly spam: 171956 24.226% (71.835% of spam corpus)
+# False positives: 3559 0.501% (0.757% of nonspam, 54980 weighted)
+# False negatives: 67419 9.498% (28.165% of spam, 126363 weighted)
+# Average score for spam: 7.0 nonspam: 0.5
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 706821 100.00%
+# TOTAL: 709790 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57836 99.33%
-# Correctly spam: 21715 72.30%
-# False positives: 392 0.67%
-# False negatives: 8319 27.70%
-# TCR(l=50): 1.075755 SpamRecall: 72.301% SpamPrec: 98.227%
+# Correctly non-spam: 58302 99.34%
+# Correctly spam: 21446 71.60%
+# False positives: 387 0.66%
+# False negatives: 8506 28.40%
+# TCR(l=50): 1.075244 SpamRecall: 71.601% SpamPrec: 98.227%
##### 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: 457360 97.99%
-# Correctly spam: 140793 58.65%
-# False positives: 9386 2.01%
-# False negatives: 99282 41.35%
-# TCR(l=50): 0.422235 SpamRecall: 58.645% SpamPrec: 93.750%
+# Correctly non-spam: 461095 98.02%
+# Correctly spam: 139356 58.22%
+# False positives: 9320 1.98%
+# False negatives: 100019 41.78%
+# TCR(l=50): 0.422910 SpamRecall: 58.217% SpamPrec: 93.731%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57041 97.96%
-# Correctly spam: 17744 59.08%
-# False positives: 1187 2.04%
-# False negatives: 12290 40.92%
-# TCR(l=50): 0.419235 SpamRecall: 59.080% SpamPrec: 93.730%
+# Correctly non-spam: 57506 97.98%
+# Correctly spam: 17419 58.16%
+# False positives: 1183 2.02%
+# False negatives: 12533 41.84%
+# TCR(l=50): 0.417840 SpamRecall: 58.156% SpamPrec: 93.640%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915526&r1=1915525&r2=1915526&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Feb 2 02:45:20 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 433492 75.779% (99.491% of non-spam corpus)
-# Correctly spam: 92992 16.256% (68.207% of spam corpus)
-# False positives: 2218 0.388% (0.509% of nonspam, 44271 weighted)
-# False negatives: 43346 7.577% (31.793% of spam, 98399 weighted)
-# Average score for spam: 7.5 nonspam: -1.3
-# Average for false-pos: 6.4 false-neg: 2.3
-# TOTAL: 572048 100.00%
+# Correctly non-spam: 433440 75.770% (99.479% of non-spam corpus)
+# Correctly spam: 93337 16.316% (68.461% of spam corpus)
+# False positives: 2270 0.397% (0.521% of nonspam, 45097 weighted)
+# False negatives: 43000 7.517% (31.539% of spam, 96634 weighted)
+# Average score for spam: 7.6 nonspam: -1.4
+# Average for false-pos: 6.3 false-neg: 2.2
+# TOTAL: 572047 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54062 99.53%
-# Correctly spam: 11628 68.11%
-# False positives: 258 0.47%
-# False negatives: 5445 31.89%
-# TCR(l=50): 0.930662 SpamRecall: 68.108% SpamPrec: 97.829%
+# Correctly non-spam: 54061 99.52%
+# Correctly spam: 11634 68.14%
+# False positives: 259 0.48%
+# False negatives: 5439 31.86%
+# TCR(l=50): 0.928435 SpamRecall: 68.143% SpamPrec: 97.822%
##### 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: 434173 99.65%
-# Correctly spam: 22280 16.34%
+# Correctly spam: 22305 16.36%
# False positives: 1537 0.35%
-# False negatives: 114058 83.66%
-# TCR(l=50): 0.714156 SpamRecall: 16.342% SpamPrec: 93.547%
+# False negatives: 114032 83.64%
+# TCR(l=50): 0.714248 SpamRecall: 16.360% SpamPrec: 93.553%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 54139 99.67%
-# Correctly spam: 2788 16.33%
+# Correctly spam: 2783 16.30%
# False positives: 181 0.33%
-# False negatives: 14285 83.67%
-# TCR(l=50): 0.731648 SpamRecall: 16.330% SpamPrec: 93.904%
+# False negatives: 14290 83.70%
+# TCR(l=50): 0.731491 SpamRecall: 16.301% SpamPrec: 93.893%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1915526&r1=1915525&r2=1915526&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Feb 2 02:45:20 2024
@@ -1,39 +1,39 @@
-# Using score set 0 logs for revision 1915488 from:
-# ham-ena-week0.r1915488.log ham-ena-week1.r1915488.log ham-ena-week2.r1915488.log ham-ena-week3.r1915488.log ham-ena-week4.r1915488.log ham-giovanni-ham.r1915488.log ham-giovanni-spammy.r1915488.log ham-giovanni-spam.r1915488.log ham-grenier.r1915488.log ham-hege.r1915488.log ham-jhardin.r1915488.log ham-llanga.r1915488.log ham-mmiroslaw-mails-ham.r1915488.log ham-mmiroslaw-mails-spam.r1915488.log ham-spamsponge.r1915488.log ham-tsz-corpus.r1915488.log ham-whyscream.r1915488.log spam-ena-week0.r1915488.log spam-ena-week1.r1915488.log spam-ena-week2.r1915488.log spam-ena-week3.r1915488.log spam-ena-week4.r1915488.log spam-giovanni-ham.r1915488.log spam-giovanni-spammy.r1915488.log spam-giovanni-spam.r1915488.log spam-grenier.r1915488.log spam-hege.r1915488.log spam-jhardin.r1915488.log spam-llanga.r1915488.log spam-mmiroslaw-mails-ham.r1915488.log spam-mmiroslaw-mails-spam.r1915488.log spam-spamsponge.r1915488.log spam-tsz-corpus.r1915488.log spam-whyscream.r1915488.log
+# Using score set 0 logs for revision 1915507 from:
+# ham-ena-week0.r1915507.log ham-ena-week1.r1915507.log ham-ena-week2.r1915507.log ham-ena-week3.r1915507.log ham-ena-week4.r1915507.log ham-giovanni-ham.r1915507.log ham-giovanni-spammy.r1915507.log ham-giovanni-spam.r1915507.log ham-grenier.r1915507.log ham-hege.r1915507.log ham-jhardin.r1915507.log ham-llanga.r1915507.log ham-mmiroslaw-mails-ham.r1915507.log ham-mmiroslaw-mails-spam.r1915507.log ham-spamsponge.r1915507.log ham-tsz-corpus.r1915507.log ham-whyscream.r1915507.log spam-ena-week0.r1915507.log spam-ena-week1.r1915507.log spam-ena-week2.r1915507.log spam-ena-week3.r1915507.log spam-ena-week4.r1915507.log spam-giovanni-ham.r1915507.log spam-giovanni-spammy.r1915507.log spam-giovanni-spam.r1915507.log spam-grenier.r1915507.log spam-hege.r1915507.log spam-jhardin.r1915507.log spam-llanga.r1915507.log spam-mmiroslaw-mails-ham.r1915507.log spam-mmiroslaw-mails-spam.r1915507.log spam-spamsponge.r1915507.log spam-tsz-corpus.r1915507.log spam-whyscream.r1915507.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
-score AC_HTML_NONSENSE_TAGS 2.000
+score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 2.500
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.716
+score ADMITS_SPAM 2.700
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.294
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.457
-score ADVANCE_FEE_3_NEW_MONEY 0.406
-score ADVANCE_FEE_4_NEW_MONEY 0.442
+score ADVANCE_FEE_3_NEW 2.451
+score ADVANCE_FEE_3_NEW_MONEY 0.385
+score ADVANCE_FEE_4_NEW_MONEY 0.160
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
score AXB_X_FF_SEZ_S 3.199
-score BITCOIN_DEADLINE 0.987
-score BITCOIN_EXTORT_01 4.243
-score BITCOIN_MALF_HTML 1.955
-score BITCOIN_PAY_ME 1.121
+score BITCOIN_DEADLINE 0.748
+score BITCOIN_EXTORT_01 4.251
+score BITCOIN_MALF_HTML 0.001 # force non-zero
+score BITCOIN_PAY_ME 1.355
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 1.064
-score BITCOIN_SPAM_07 0.195
+score BITCOIN_SPAM_03 0.513
+score BITCOIN_SPAM_07 1.441
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 2.809
-score BITCOIN_VISTA 2.055
+score BITCOIN_TOEQFM 1.573
+score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 2.000
+score BODY_SINGLE_URI 1.988
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.015
+score BODY_URI_ONLY 0.628
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
@@ -42,171 +42,168 @@ score DSN_NO_MIMEVERSION 1.9
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.905
+score FILL_THIS_FORM 0.803
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.693
-score FONT_INVIS_MSGID 2.499
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 2.500
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.888
-score FORM_FRAUD 0.001 # force non-zero
-score FORM_FRAUD_3 2.140
+score FONT_INVIS_POSTEXTRAS 3.296
+score FORM_FRAUD 0.304
+score FORM_FRAUD_3 2.348
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 3.199
-score FROM_ADDR_WS 2.002
-score FROM_IN_TO_AND_SUBJ 1.499
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROMSPACE 3.099
+score FROM_ADDR_WS 2.058
+score FROM_IN_TO_AND_SUBJ 0.577
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_DYNIP 0.001 # force non-zero
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.302
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 2.088
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 3.747
+score FROM_MISSP_TO_UNDISC 1.316
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.523
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FROM_NTLD_REPLY_FREEMAIL 1.640
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.399
score FROM_WSP_TRAIL 2.799
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.999
+score FSL_HAS_TINYURL 3.099
score FSL_NEW_HELO_USER 0.001
-score FUZZY_IMPORTANT 1.186
-score FUZZY_PRIVACY 2.899
+score FUZZY_IMPORTANT 1.187
+score FUZZY_PRIVACY 2.799
score FUZZY_SECURITY 2.499
-score FUZZY_SPRM 0.948
-score FUZZY_WALLET 1.613
-score GB_BITCOIN_CP 1.165
-score GB_BITCOIN_NH 1.704
-score GB_CUSTOM_HTM_URI 1.500
-score GB_FAKE_RF_SHORT 1.999
+score FUZZY_SPRM 1.792
+score GB_BITCOIN_CP 2.258
+score GB_BITCOIN_NH 2.999
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.941
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_REDIR_NORDNS 2.396
+score GOOG_REDIR_NORDNS 2.399
score GOOG_STO_IMG_HTML 2.500
-score GOOG_STO_NOIMG_HTML 2.655
+score GOOG_STO_NOIMG_HTML 2.752
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.458
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDR_ORDER_FTSDMCXX_DIRECT 2.000
+score HDR_ORDER_FTSDMCXX_NORDNS 0.889
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.851
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 1.000
+score HK_NAME_FM_MR_MRS 0.854
+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_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HK_SPAMMY_FILENAME 2.899
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 2.487
+score HK_SPAMMY_FILENAME 2.799
+score HOSTED_IMG_DIRECT_MX 3.415
+score HOSTED_IMG_FREEM 2.288
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 2.499
score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII 1.911
-score HTML_ENTITY_ASCII_TINY 0.249
+score HTML_ENTITY_ASCII_TINY 0.001
score HTML_FONT_TINY_NORDNS 1.999
-score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.488
-score HTML_TEXT_INVISIBLE_STYLE 1.590
+score HTML_OFF_PAGE 2.999
+score HTML_SINGLET_MANY 2.500
+score HTML_TEXT_INVISIBLE_FONT 1.353
+score HTML_TEXT_INVISIBLE_STYLE 1.160
score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.400
-score LONGLN_LOW_CONTRAST 1.887
+score KHOP_HELO_FCRDNS 0.399
+score LONGLN_LOW_CONTRAST 2.051
score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.305
+score LONG_INVISIBLE_TEXT 2.234
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
score MANY_SUBDOM 3.499
-score MILLION_EUR 0.679
+score MILLION_EUR 1.945
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.691
-score MIMEOLE_DIRECT_TO_MX 1.999
+score MILLION_USD 0.704
+score MIMEOLE_DIRECT_TO_MX 2.000
score MIXED_AREA_CASE 0.001
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.199
-score MIXED_FONT_CASE 0.001
+score MIXED_ES 2.299
+score MIXED_FONT_CASE 0.278
score MIXED_HREF_CASE 1.940
score MIXED_IMG_CASE 0.001
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 1.163
+score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.500
+score MONEY_FRAUD_3 2.020
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 1.944
+score MONEY_FRAUD_8 2.882
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 1.180
-score MSM_PRIO_REPTO 0.220
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -3.201
-score NORDNS_LOW_CONTRAST 1.636
+score MSGID_NOFQDN1 1.002
+score MSM_PRIO_REPTO 2.058
+score NA_DOLLARS 0.798
+score NICE_REPLY_A -3.495
+score NORDNS_LOW_CONTRAST 1.391
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001 # force non-zero
-score OBFU_TEXT_ATTACH 1.499
-score ODD_FREEM_REPTO 2.999
+score NSL_RCVD_HELO_USER 0.001
+score OBFU_TEXT_ATTACH 1.500
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.412
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 0.353
score PDS_FROM_NAME_TO_DOMAIN 1.999
-score PDS_HP_HELO_NORDNS 0.549
-score PDS_NAKED_TO_NUMERO 1.999
-score PDS_PHP_EVAL 1.499
-score PDS_TINYSUBJ_URISHRT 0.001
+score PDS_HP_HELO_NORDNS 0.913
+score PDS_NAKED_TO_NUMERO 2.000
+score PDS_PHP_EVAL 1.500
+score PDS_TINYSUBJ_URISHRT 0.833
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.499
-score POSTCARD_03 2.500
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PHP_ORIG_SCRIPT_EVAL 3.000
+score PHP_SCRIPT 2.500
+score POSTCARD_03 2.600
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
-score RCVD_DOTEDU_SUSP 0.570
-score RCVD_DOTEDU_SUSP_URI 0.155
+score RCVD_DOTEDU_SUSP 1.297
+score RCVD_DOTEDU_SUSP_URI 0.600
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score REPTO_419_FRAUD_YJ 0.561
-score RISK_FREE 2.899
-score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.500
-score SCC_CANSPAM_2 3.999
-score SCC_ISEMM_LID_1B 1.499
-score SCC_NEWBIE_HASBEENS 2.399
-score SCC_SPAMMER_ADDR_2 2.142
+score REPTO_419_FRAUD_YJ 2.070
+score RISK_FREE 1.172
+score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
+score SCC_BODY_URI_ONLY 2.498
+score SCC_CANSPAM_2 2.598
+score SCC_ISEMM_LID_1B 1.500
+score SCC_NEWBIE_HASBEENS 2.400
+score SCC_SPAMMER_ADDR_2 2.013
score SENDGRID_REDIR 1.499
score SERGIO_SUBJECT_PORN014 3.099
-score SHARE_50_50 2.684
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHARE_50_50 2.619
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
score SHORTENED_URL_SRC 3.099
score SHORTENER_SHORT_IMG 0.001
score SHORTENER_SHORT_SUBJ 2.999
score SHORT_SHORTNER 1.999
-score SPAM_CWINDOWSNET 2.720
-score SPOOFED_FREEMAIL_NO_RDNS 1.498
+score SPAM_CWINDOWSNET 0.038
+score SPOOFED_FREEMAIL_NO_RDNS 1.134
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.915
+score STATIC_XPRIO_OLE 1.205
score SUSP_UTF8_WORD_COMBO 3.000
-score SUSP_UTF8_WORD_FROM 1.999
-score THIS_AD 1.199
+score SUSP_UTF8_WORD_FROM 2.000
+score THIS_AD 1.099
+score THIS_IS_ADV_SUSP_NTLD 0.528
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.499
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
+score TO_EQ_FM_DOM_HTML_IMG 2.350
score TO_IN_SUBJ 0.100
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.981
+score TO_NO_BRKTS_HTML_IMG 1.749
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_PH_BODY_ACCOUNTS_POST 0.978
-score TVD_PH_BODY_META_ALL 1.563
-score TVD_RCVD_SPACE_BRACKET 2.783
-score TVD_SPACE_ENCODED 2.400
-score TVD_SPACE_RATIO_MINFP 2.500
+score TVD_PH_BODY_ACCOUNTS_POST 0.966
+score TVD_PH_BODY_META_ALL 1.581
+score TVD_RCVD_SPACE_BRACKET 3.175
+score TVD_SPACE_ENCODED 2.498
+score TVD_SPACE_RATIO_MINFP 2.499
score UNDISC_FREEM 2.699
score UNDISC_MONEY 3.099
score UNICODE_OBFU_ASC 2.499
@@ -218,20 +215,21 @@ score URI_GOOGLE_PROXY 2.0
score URI_GOOG_STO_SPAMMY 2.999
score URI_IMG_CWINDOWSNET 0.001
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.889
+score URI_PHISH 2.901
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.599
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.402
-score VISTA_COST 0.559
-score VISTA_TONOM_EQ_TOLOC 2.500
-score WIKI_IMG 2.999
+score VFY_ACCT_NORDNS 2.516
+score VISTA_COST 2.499
+score VISTA_TONOM_EQ_TOLOC 2.499
+score WIKI_IMG 3.299
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XM_UC_ONLY 2.499
-score XPRIO 0.468
+score XM_UC_ONLY 2.500
+score XPRIO 0.698
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -310,7 +308,7 @@ score HOSTED_IMG_MULTI 1.0
score HREF_EMPTY_PHPMAIL 1.000
score HREF_EMPTY_XANTIABUSE 1.000
score HREF_EMPTY_XAUTHED 1.000
-score HTML_OFF_PAGE 1.000
+score HTML_ENTITY_ASCII 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
score JH_SPAMMY_PATTERN01 1.000
@@ -322,7 +320,6 @@ 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_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -334,6 +331,7 @@ score MSGID_HDR_MALF 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
+score ODD_FREEM_REPTO 1.000
score PDS_BTC_NTLD 1.000
score PDS_X_PHP_WELLKNOWN 1.000
score PHISH_AZURE_CLOUDAPP 3.500
@@ -376,7 +374,6 @@ score SUBJ_BRKN_WORDNUMS 1.0
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
-score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
score TO_NAME_SUBJ_NO_RDNS 1.000
score TW_GIBBERISH_MANY 1.000
@@ -396,7 +393,6 @@ score URI_PHP_REDIR 1.0
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
score USB_DRIVES 1.000
-score VFY_ACCT_NORDNS 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915526&r1=1915525&r2=1915526&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Feb 2 02:45:20 2024
@@ -3,206 +3,204 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 1.646
-score ADMITS_SPAM 1.997
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 1.866
-score ADVANCE_FEE_3_NEW_MONEY 1.870
-score ADVANCE_FEE_4_NEW_MONEY 1.334
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_POST_EXTRAS 0.870
+score ADMITS_SPAM 1.999
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 1.802
+score ADVANCE_FEE_3_NEW_MONEY 2.085
+score ADVANCE_FEE_4_NEW_MONEY 1.439
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.060
+score ADVANCE_FEE_5_NEW_MONEY 0.095
score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.497
+score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.296
-score BITCOIN_DEADLINE 1.555
-score BITCOIN_EXTORT_01 2.301
+score AXB_X_FF_SEZ_S 3.299
+score BITCOIN_DEADLINE 1.499
+score BITCOIN_EXTORT_01 2.469
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_PAY_ME 1.635
-score BITCOIN_SPAM_02 1.228
-score BITCOIN_SPAM_05 2.076
-score BITCOIN_SPAM_07 0.482
-score BITCOIN_SPAM_09 1.060
+score BITCOIN_PAY_ME 1.802
+score BITCOIN_SPAM_02 2.025
+score BITCOIN_SPAM_05 1.587
+score BITCOIN_SPAM_07 0.754
+score BITCOIN_SPAM_09 1.171
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.497
-score BITCOIN_YOUR_INFO 2.986
+score BITCOIN_XPRIO 2.499
+score BITCOIN_YOUR_INFO 2.987
score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 1.210
+score BODY_SINGLE_WORD 0.714
score BODY_URI_ONLY 0.001
-score CK_HELO_GENERIC 0.248
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.258
-score DKIMWL_WL_HIGH -1.292
+score DEAR_BENEFICIARY 2.248
+score DKIMWL_WL_HIGH -2.276
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 0.220
+score END_FUTURE_EMAILS 2.499
+score FILL_THIS_FORM 0.237
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.889
-score FONT_INVIS_MSGID 0.521
-score FONT_INVIS_POSTEXTRAS 2.144
-score FORGED_SPF_HELO 3.096
-score FORM_FRAUD_5 0.950
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_ADDR_WS 0.077
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.999
-score FROM_IN_TO_AND_SUBJ 1.128
-score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 0.508
-score FROM_MISSP_EH_MATCH 1.997
-score FROM_MISSP_FREEMAIL 3.196
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 0.552
+score FONT_INVIS_POSTEXTRAS 2.927
+score FORGED_SPF_HELO 3.099
+score FORM_FRAUD_5 0.900
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROM_ADDR_WS 0.088
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.885
+score FROM_IN_TO_AND_SUBJ 0.797
+score FROM_MISSPACED 1.999
+score FROM_MISSP_DYNIP 0.490
+score FROM_MISSP_EH_MATCH 1.999
+score FROM_MISSP_FREEMAIL 3.099
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.883
-score FROM_MISSP_SPF_FAIL 1.853
-score FROM_MISSP_TO_UNDISC 2.308
+score FROM_MISSP_REPLYTO 0.902
+score FROM_MISSP_SPF_FAIL 1.703
+score FROM_MISSP_TO_UNDISC 3.435
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_PAYPAL_SPOOF 0.707
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_BULK_SIG 1.929
+score FROM_PAYPAL_SPOOF 1.516
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FSL_BULK_SIG 1.933
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 2.607
-score FUZZY_IMPORTANT 2.014
-score FUZZY_PRIVACY 2.896
-score FUZZY_SPRM 2.397
-score FUZZY_WALLET 0.085
-score GB_BITCOIN_CP 1.975
-score GB_CUSTOM_HTM_URI 1.498
-score GB_FAKE_RF_SHORT 1.454
+score FUZZY_BITCOIN 0.599
+score FUZZY_IMPORTANT 1.995
+score FUZZY_PRIVACY 2.899
+score FUZZY_SPRM 2.399
+score FUZZY_WALLET 0.094
+score GB_BITCOIN_CP 1.631
+score GB_CUSTOM_HTM_URI 1.499
+score GB_FAKE_RF_SHORT 1.345
score GB_FREEMAIL_DISPTO 0.001
score GB_HASHBL_BTC 0.001
-score GOOG_REDIR_NORDNS 1.929
-score GOOG_STO_IMG_HTML 2.734
-score GOOG_STO_NOIMG_HTML 2.915
-score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 0.987
-score HDR_ORDER_FTSDMCXX_DIRECT 1.918
-score HDR_ORDER_FTSDMCXX_NORDNS 2.473
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_NO_DOMAIN 0.111
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.997
-score HOSTED_IMG_DIRECT_MX 3.496
+score GOOG_REDIR_NORDNS 1.943
+score GOOG_STO_IMG_HTML 2.728
+score GOOG_STO_NOIMG_HTML 2.717
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 0.990
+score HDR_ORDER_FTSDMCXX_DIRECT 1.865
+score HDR_ORDER_FTSDMCXX_NORDNS 3.499
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.414
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 1.000
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 3.499
score HOSTED_IMG_FREEM 2.787
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_BADATTR 0.998
-score HTML_FONT_TINY_NORDNS 1.691
-score HTML_SINGLET_MANY 2.497
-score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 2.135
-score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.001
-score LONGLN_LOW_CONTRAST 2.298
-score LONG_HEX_URI 1.791
-score LONG_IMG_URI 0.457
-score LONG_INVISIBLE_TEXT 2.354
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HTML_BADATTR 0.999
+score HTML_FONT_TINY_NORDNS 1.725
+score HTML_SINGLET_MANY 2.499
+score HTML_TEXT_INVISIBLE_FONT 1.999
+score HTML_TEXT_INVISIBLE_STYLE 2.106
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score LONGLN_LOW_CONTRAST 2.190
+score LONG_HEX_URI 1.803
+score LONG_IMG_URI 0.442
+score LONG_INVISIBLE_TEXT 2.479
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.997
-score MANY_SUBDOM 3.296
+score LOTTO_DEPT 1.999
+score MANY_SUBDOM 3.299
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.035
+score MILLION_USD 0.001 # force non-zero
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 2.498
-score MIXED_ES 2.197
-score MIXED_FONT_CASE 1.550
-score MIXED_HREF_CASE 1.997
+score MIXED_CENTER_CASE 2.499
+score MIXED_ES 2.199
+score MIXED_FONT_CASE 1.913
+score MIXED_HREF_CASE 1.999
score MIXED_IMG_CASE 0.001
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 1.097
+score MONEY_FORM 1.098
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.379
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.596
-score MONEY_FREEMAIL_REPTO 1.076
-score MONEY_FROM_MISSP 0.001 # force non-zero
-score MONEY_NOHTML 2.497
-score NA_DOLLARS 0.799
-score NICE_REPLY_A -2.112
-score NORDNS_LOW_CONTRAST 0.306
-score NO_FM_NAME_IP_HOSTN 0.309
+score MONEY_FRAUD_3 0.964
+score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_8 2.599
+score MONEY_FREEMAIL_REPTO 1.086
+score MONEY_FROM_MISSP 0.001
+score MONEY_NOHTML 2.499
+score NA_DOLLARS 0.800
+score NICE_REPLY_A -0.481
+score NORDNS_LOW_CONTRAST 0.226
+score NO_FM_NAME_IP_HOSTN 0.449
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.096
-score OBFU_BITCOIN 2.337
-score OBFU_TEXT_ATTACH 0.611
-score PDS_BTC_ID 0.198
-score PDS_BTC_MSGID 0.992
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.998
-score PDS_FROM_NAME_TO_DOMAIN 0.598
-score PDS_HELO_SPF_FAIL 1.997
+score NSL_RCVD_HELO_USER 0.403
+score OBFU_BITCOIN 2.697
+score OBFU_TEXT_ATTACH 0.001
+score PDS_BTC_ID 0.001
+score PDS_BTC_MSGID 0.001
+score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
+score PDS_FRNOM_TODOM_NAKED_TO 0.452
+score PDS_FROM_NAME_TO_DOMAIN 1.127
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.937
-score PHP_SCRIPT 1.756
-score POSTCARD_03 2.596
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PHP_SCRIPT 1.654
+score POSTCARD_03 2.599
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.596
-score RATWARE_NO_RDNS 2.269
-score RCVD_DOTEDU_SUSP 1.503
-score RCVD_DOTEDU_SUSP_URI 2.549
+score RAND_MKTG_HEADER 1.612
+score RATWARE_NO_RDNS 2.013
+score RCVD_DOTEDU_SUSP 1.720
+score RCVD_DOTEDU_SUSP_URI 2.169
score RCVD_IN_IADB_COURT -0.001
-score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
+score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.796
-score SCC_CANSPAM_2 2.902
-score SCC_ISEMM_LID_1B 1.498
-score SCC_NEWBIE_HASBEENS 2.298
+score SCC_BODY_URI_ONLY 2.799
+score SCC_CANSPAM_2 2.900
+score SCC_ISEMM_LID_1B 1.499
+score SCC_NEWBIE_HASBEENS 2.300
score SENDGRID_REDIR 0.001
-score SERGIO_SUBJECT_PORN014 3.096
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 1.260
-score SHORTENER_SHORT_IMG 0.907
-score SHORT_SHORTNER 1.997
+score SERGIO_SUBJECT_PORN014 3.099
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENED_URL_SRC 1.246
+score SHORTENER_SHORT_IMG 0.899
+score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.085
-score STATIC_XPRIO_OLE 0.515
-score SUSP_UTF8_WORD_COMBO 2.979
-score THIS_AD 0.998
-score TO_EQ_FM_DIRECT_MX 1.053
-score TO_EQ_FM_DOM_SPF_FAIL 0.349
-score TO_EQ_FM_HTML_ONLY 1.037
-score TO_EQ_FM_SPF_FAIL 0.611
-score TO_IN_SUBJ 0.098
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.791
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.028
-score TO_NO_BRKTS_NORDNS_HTML 1.531
-score TO_NO_BRKTS_PCNT 2.175
-score TVD_PH_BODY_ACCOUNTS_POST 0.693
-score TVD_PH_BODY_META_ALL 2.546
+score SPOOFED_FREEM_REPTO 2.078
+score STATIC_XPRIO_OLE 0.576
+score SUSP_UTF8_WORD_COMBO 3.000
+score THIS_AD 0.999
+score TO_EQ_FM_DIRECT_MX 1.673
+score TO_EQ_FM_DOM_SPF_FAIL 0.236
+score TO_EQ_FM_SPF_FAIL 1.333
+score TO_IN_SUBJ 0.100
+score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NO_BRKTS_HTML_IMG 1.793
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 2.029
+score TO_NO_BRKTS_NORDNS_HTML 1.812
+score TO_NO_BRKTS_PCNT 2.180
+score TVD_PH_BODY_ACCOUNTS_POST 0.718
+score TVD_PH_BODY_META_ALL 2.585
score TVD_SPACE_RATIO_MINFP 0.001 # force non-zero
-score UNDISC_FREEM 2.397
-score UNDISC_MONEY 2.896
-score UNICODE_OBFU_ASC 2.497
+score UNDISC_FREEM 2.399
+score UNDISC_MONEY 2.899
+score UNICODE_OBFU_ASC 2.500
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_DOTEDU 1.997
-score URI_DQ_UNSUB 2.397
-score URI_GOOGLE_PROXY 1.797
-score URI_GOOG_STO_SPAMMY 2.996
-score URI_IMG_CWINDOWSNET 1.268
+score URI_DOTEDU 1.999
+score URI_DQ_UNSUB 2.399
+score URI_GOOGLE_PROXY 1.799
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_IMG_CWINDOWSNET 1.267
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.897
-score URI_TRY_3LD 1.997
-score URI_WPADMIN 2.397
-score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.497
-score VISTA_TONOM_EQ_TOLOC 1.997
-score WIKI_IMG 2.197
+score URI_PHISH 3.901
+score URI_TRY_3LD 1.999
+score URI_WPADMIN 2.399
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score WIKI_IMG 2.199
score WORD_INVIS_MANY 2.547
-score XFER_LOTSA_MONEY 0.001 # force non-zero
-score XM_RANDOM 2.497
-score XPRIO 0.001
+score XFER_LOTSA_MONEY 0.001
+score XM_RANDOM 2.499
+score XPRIO 0.001 # force non-zero
score ACCT_PHISHING_MANY 1.000
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -319,7 +317,6 @@ 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_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -409,6 +406,7 @@ score URI_WP_DIRINDEX 1.0
score USB_DRIVES 1.000
score VFY_ACCT_NORDNS 1.000
score VISTA_COST 1.000
+score VISTA_TONOM_EQ_TOLOC 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915526&r1=1915525&r2=1915526&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Feb 2 02:45:20 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 463195 65.532% (99.239% of non-spam corpus)
-# Correctly spam: 174103 24.632% (72.520% of spam corpus)
-# False positives: 3551 0.502% (0.761% of nonspam, 55543 weighted)
-# False negatives: 65972 9.334% (27.480% of spam, 122394 weighted)
-# Average score for spam: 7.1 nonspam: 0.5
+# Correctly non-spam: 466856 65.774% (99.243% of non-spam corpus)
+# Correctly spam: 171956 24.226% (71.835% of spam corpus)
+# False positives: 3559 0.501% (0.757% of nonspam, 54980 weighted)
+# False negatives: 67419 9.498% (28.165% of spam, 126363 weighted)
+# Average score for spam: 7.0 nonspam: 0.5
# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 706821 100.00%
+# TOTAL: 709790 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57836 99.33%
-# Correctly spam: 21715 72.30%
-# False positives: 392 0.67%
-# False negatives: 8319 27.70%
-# TCR(l=50): 1.075755 SpamRecall: 72.301% SpamPrec: 98.227%
+# Correctly non-spam: 58302 99.34%
+# Correctly spam: 21446 71.60%
+# False positives: 387 0.66%
+# False negatives: 8506 28.40%
+# TCR(l=50): 1.075244 SpamRecall: 71.601% SpamPrec: 98.227%
##### 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: 457360 97.99%
-# Correctly spam: 140793 58.65%
-# False positives: 9386 2.01%
-# False negatives: 99282 41.35%
-# TCR(l=50): 0.422235 SpamRecall: 58.645% SpamPrec: 93.750%
+# Correctly non-spam: 461095 98.02%
+# Correctly spam: 139356 58.22%
+# False positives: 9320 1.98%
+# False negatives: 100019 41.78%
+# TCR(l=50): 0.422910 SpamRecall: 58.217% SpamPrec: 93.731%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57041 97.96%
-# Correctly spam: 17744 59.08%
-# False positives: 1187 2.04%
-# False negatives: 12290 40.92%
-# TCR(l=50): 0.419235 SpamRecall: 59.080% SpamPrec: 93.730%
+# Correctly non-spam: 57506 97.98%
+# Correctly spam: 17419 58.16%
+# False positives: 1183 2.02%
+# False negatives: 12533 41.84%
+# TCR(l=50): 0.417840 SpamRecall: 58.156% SpamPrec: 93.640%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915526&r1=1915525&r2=1915526&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Feb 2 02:45:20 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 433492 75.779% (99.491% of non-spam corpus)
-# Correctly spam: 92992 16.256% (68.207% of spam corpus)
-# False positives: 2218 0.388% (0.509% of nonspam, 44271 weighted)
-# False negatives: 43346 7.577% (31.793% of spam, 98399 weighted)
-# Average score for spam: 7.5 nonspam: -1.3
-# Average for false-pos: 6.4 false-neg: 2.3
-# TOTAL: 572048 100.00%
+# Correctly non-spam: 433440 75.770% (99.479% of non-spam corpus)
+# Correctly spam: 93337 16.316% (68.461% of spam corpus)
+# False positives: 2270 0.397% (0.521% of nonspam, 45097 weighted)
+# False negatives: 43000 7.517% (31.539% of spam, 96634 weighted)
+# Average score for spam: 7.6 nonspam: -1.4
+# Average for false-pos: 6.3 false-neg: 2.2
+# TOTAL: 572047 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54062 99.53%
-# Correctly spam: 11628 68.11%
-# False positives: 258 0.47%
-# False negatives: 5445 31.89%
-# TCR(l=50): 0.930662 SpamRecall: 68.108% SpamPrec: 97.829%
+# Correctly non-spam: 54061 99.52%
+# Correctly spam: 11634 68.14%
+# False positives: 259 0.48%
+# False negatives: 5439 31.86%
+# TCR(l=50): 0.928435 SpamRecall: 68.143% SpamPrec: 97.822%
##### 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: 434173 99.65%
-# Correctly spam: 22280 16.34%
+# Correctly spam: 22305 16.36%
# False positives: 1537 0.35%
-# False negatives: 114058 83.66%
-# TCR(l=50): 0.714156 SpamRecall: 16.342% SpamPrec: 93.547%
+# False negatives: 114032 83.64%
+# TCR(l=50): 0.714248 SpamRecall: 16.360% SpamPrec: 93.553%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 54139 99.67%
-# Correctly spam: 2788 16.33%
+# Correctly spam: 2783 16.30%
# False positives: 181 0.33%
-# False negatives: 14285 83.67%
-# TCR(l=50): 0.731648 SpamRecall: 16.330% SpamPrec: 93.904%
+# False negatives: 14290 83.70%
+# TCR(l=50): 0.731491 SpamRecall: 16.301% SpamPrec: 93.893%