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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/10/08 02:37:36 UTC
svn commit: r1912802 [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=1912802&r1=1912801&r2=1912802&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Oct 8 02:37:36 2023
@@ -9,175 +9,172 @@ score ADVANCE_FEE_2_NEW_MONEY 1.9
score ADVANCE_FEE_3_NEW 2.038
score ADVANCE_FEE_3_NEW_MONEY 2.399
score ADVANCE_FEE_4_NEW 2.199
-score ADVANCE_FEE_4_NEW_MONEY 2.390
-score ADVANCE_FEE_5_NEW 2.199
+score ADVANCE_FEE_4_NEW_MONEY 2.389
+score ADVANCE_FEE_5_NEW 2.299
score ADVANCE_FEE_5_NEW_MONEY 2.799
-score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score AD_PREFS 0.001 # force non-zero
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 0.876
-score BITCOIN_MALF_HTML 3.499
-score BITCOIN_MALWARE 2.176
-score BITCOIN_ONAN 0.995
-score BITCOIN_SPAM_02 2.429
-score BITCOIN_SPAM_07 1.759
-score BITCOIN_TOEQFM 1.862
-score BITCOIN_VISTA 1.628
-score BITCOIN_XPRIO 0.969
-score BITCOIN_YOUR_INFO 2.543
-score BODY_URI_ONLY 1.852
+score BITCOIN_DEADLINE 0.258
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_MALF_HTML 3.500
+score BITCOIN_MALWARE 2.022
+score BITCOIN_ONAN 1.454
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_07 0.876
+score BITCOIN_TOEQFM 1.558
+score BITCOIN_VISTA 0.271
+score BITCOIN_XPRIO 0.548
+score BITCOIN_YOUR_INFO 2.067
+score BODY_URI_ONLY 1.850
score BOGUS_MIME_VERSION 3.499
-score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.165
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 1.547
+score DEAR_BENEFICIARY 0.804
score DEAR_NOBODY 3.599
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.400
+score FILL_THIS_FORM 0.499
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 1.687
-score FORGED_RELAY_MUA_TO_MX 2.499
-score FORM_FRAUD_5 1.222
+score FONT_INVIS_MSGID 1.684
+score FORGED_RELAY_MUA_TO_MX 2.500
+score FORM_FRAUD_5 1.989
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 2.400
-score FROM_ADDR_WS 2.651
+score FROMSPACE 2.399
+score FROM_ADDR_WS 2.652
score FROM_IN_TO_AND_SUBJ 2.099
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001 # force non-zero
+score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.700
-score FROM_MISSP_MSFT 3.000
+score FROM_MISSP_FREEMAIL 2.799
+score FROM_MISSP_MSFT 2.999
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_USER 0.001
+score FROM_MISSP_USER 0.001 # force non-zero
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_LINKBAIT 1.999
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_LINKBAIT 0.732
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_CTYPE_WIN1251 2.553
-score FSL_NEW_HELO_USER 0.001
+score FSL_CTYPE_WIN1251 0.808
+score FSL_NEW_HELO_USER 0.001 # force non-zero
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 2.322
+score GB_BITCOIN_CP 1.521
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.534
-score GB_FREEMAIL_DISPTO 0.500
+score GB_FAKE_RF_SHORT 1.303
+score GB_FREEMAIL_DISPTO 0.499
score GOOG_REDIR_NORDNS 0.501
-score GOOG_STO_IMG_HTML 2.493
-score GOOG_STO_NOIMG_HTML 2.999
+score GOOG_STO_IMG_HTML 2.497
+score GOOG_STO_NOIMG_HTML 3.000
score HAS_X_OUTGOING_SPAM_STAT 0.604
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.881
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HDR_ORDER_FTSDMCXX_NORDNS 2.615
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 0.699
-score HOSTED_IMG_DIRECT_MX 2.899
-score HREF_EMPTY_NORDNS 0.099
-score HREF_EMPTY_PHPMAIL 2.500
-score HTML_FONT_TINY_NORDNS 0.353
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 0.896
+score HOSTED_IMG_DIRECT_MX 2.902
+score HREF_EMPTY_NORDNS 0.103
+score HREF_EMPTY_PHPMAIL 2.497
+score HTML_FONT_TINY_NORDNS 0.306
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 3.099
score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 2.248
-score IMG_DIRECT_TO_MX 0.086
+score HTML_TEXT_INVISIBLE_STYLE 2.294
+score IMG_DIRECT_TO_MX 0.087
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.708
score KHOP_HELO_FCRDNS 0.400
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.905
-score LONG_INVISIBLE_TEXT 2.752
+score LONG_IMG_URI 0.911
+score LONG_INVISIBLE_TEXT 2.983
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 1.514
-score MALWARE_PASSWORD 2.039
-score MAY_BE_FORGED 1.799
+score MALWARE_NORDNS 2.062
+score MALWARE_PASSWORD 2.051
+score MAY_BE_FORGED 1.800
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.543
+score MILLION_USD 0.544
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_ES 2.300
+score MIXED_ES 2.399
score MIXED_HREF_CASE 2.000
-score MONEY_ATM_CARD 0.192
-score MONEY_FORM_SHORT 2.408
-score MONEY_FRAUD_3 0.696
+score MONEY_ATM_CARD 1.409
+score MONEY_FORM_SHORT 2.168
+score MONEY_FRAUD_3 0.962
score MONEY_FRAUD_5 2.499
-score MONEY_FRAUD_8 1.004
+score MONEY_FRAUD_8 1.732
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 1.499
+score MSMAIL_PRI_ABNORMAL 0.712
score NA_DOLLARS 1.500
-score NICE_REPLY_A -4.410
-score NORDNS_LOW_CONTRAST 1.638
-score NO_FM_NAME_IP_HOSTN 0.001
+score NICE_REPLY_A -1.012
+score NORDNS_LOW_CONTRAST 1.687
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 1.999
+score NUMBERONLY_BITCOIN_EXP 2.000
score OBFU_HTML_ATTACH 2.199
-score OBFU_TEXT_ATTACH 1.499
+score OBFU_TEXT_ATTACH 1.500
score PDS_BRAND_SUBJ_NAKED_TO 0.999
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.240
-score PDS_DBL_URL_TNB_RUNON 2.000
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 0.899
+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_NAME_TO_DOMAIN 1.999
-score PDS_HP_HELO_NORDNS 0.549
+score PDS_HP_HELO_NORDNS 0.548
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
score PDS_SHORTFWD_URISHRT_FP 1.499
-score PHP_ORIG_SCRIPT 1.404
-score PHP_SCRIPT 2.399
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PHP_ORIG_SCRIPT 1.498
+score PHP_SCRIPT 2.398
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.884
-score SCC_CANSPAM_2 0.421
+score RATWARE_NO_RDNS 0.022
+score REPTO_419_FRAUD_GM_LOOSE 0.001
+score SCC_CANSPAM_2 0.919
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 0.015
+score SCC_SPAMMER_ADDR_2 1.880
score SENDGRID_REDIR 1.499
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.036
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.039
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL_NO_RDNS 1.499
-score SPOOF_GMAIL_MID 1.500
-score STATIC_XPRIO_OLE 1.419
-score STY_INVIS_DIRECT 2.499
+score SPOOF_GMAIL_MID 1.499
+score STATIC_XPRIO_OLE 1.031
+score STY_INVIS_DIRECT 2.500
score SUSP_UTF8_WORD_COMBO 2.999
-score SUSP_UTF8_WORD_FROM 1.562
+score SUSP_UTF8_WORD_FROM 1.429
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
score THIS_AD 1.799
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.299
+score TO_EQ_FM_DOM_HTML_IMG 2.300
score TO_IN_SUBJ 0.100
-score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_HEX 2.200
-score TVD_LONG_WORD5 2.597
-score TVD_RATWARE_MSGID_01 2.799
+score TVD_IP_HEX 2.299
+score TVD_LONG_WORD5 1.501
+score TVD_RATWARE_MSGID_01 2.800
score TVD_SPACE_ENCODED 2.499
score TVD_SPACE_RATIO_MINFP 2.499
-score UNDISC_FREEM 2.999
+score UNDISC_FREEM 3.099
score UNDISC_MONEY 2.899
score URI_GOOGLE_PROXY 2.099
score URI_GOOG_STO_SPAMMY 2.999
-score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.999
-score URI_PHP_REDIR 3.500
-score URI_TRY_3LD 1.999
+score URI_ONLY_MSGID_MALF 0.191
+score URI_PHISH 4.000
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 2.000
score URI_WP_HACKED 3.499
-score VFY_ACCT_NORDNS 0.153
-score VISTA_COST 0.502
+score VISTA_COST 0.511
score VISTA_TONOM_EQ_TOLOC 2.499
score WORD_INVIS 1.582
score WORD_INVIS_MANY 2.185
@@ -199,6 +196,7 @@ score ADULT_DATING_COMPANY 10.
score ADVANCE_FEE_2_NEW_FORM 1.000
score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
+score AMAZON_IMG_NOT_RCVD_AMZN 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
@@ -227,6 +225,7 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
+score COMPENSATION 1.000
score CONTENT_AFTER_HTML 1.000
score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
@@ -323,7 +322,6 @@ score REPTO_419_FRAUD_AOL 1.0
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
score REPTO_419_FRAUD_GM 1.000
-score REPTO_419_FRAUD_GM_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
@@ -370,6 +368,7 @@ score URI_TRY_USME 1.0
score URI_WP_DIRINDEX 1.000
score URI_WP_HACKED_2 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 XM_DIGITS_ONLY 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1912802&r1=1912801&r2=1912802&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Oct 8 02:37:36 2023
@@ -1,184 +1,202 @@
-# Using score set 1 logs for revision 1912622 from:
-# ham-net-ena-week0.r1912622.log ham-net-ena-week1.r1912622.log ham-net-ena-week2.r1912622.log ham-net-ena-week3.r1912622.log ham-net-ena-week4.r1912622.log ham-net-giovanni-ham.r1912622.log ham-net-giovanni-spammy.r1912622.log ham-net-giovanni-spam.r1912622.log ham-net-grenier.r1912622.log ham-net-hege.r1912622.log ham-net-jbrooks.r1912622.log ham-net-jhardin.r1912622.log ham-net-llanga.r1912622.log ham-net-mmiroslaw-mails-ham.r1912622.log ham-net-mmiroslaw-mails-spam.r1912622.log ham-net-spamsponge.r1912622.log ham-net-whyscream.r1912622.log spam-net-ena-week0.r1912622.log spam-net-ena-week1.r1912622.log spam-net-ena-week2.r1912622.log spam-net-ena-week3.r1912622.log spam-net-ena-week4.r1912622.log spam-net-giovanni-ham.r1912622.log spam-net-giovanni-spammy.r1912622.log spam-net-giovanni-spam.r1912622.log spam-net-grenier.r1912622.log spam-net-hege.r1912622.log spam-net-jbrooks.r1912622.log spam-net-jhardin.r1912622.log spam-net-llanga.r1912622.log spam-net-mmiroslaw-mails-ham.r19
12622.log spam-net-mmiroslaw-mails-spam.r1912622.log spam-net-spamsponge.r1912622.log spam-net-whyscream.r1912622.log
+# Using score set 1 logs for revision 1912782 from:
+# ham-net-ena-week0.r1912782.log ham-net-ena-week1.r1912782.log ham-net-ena-week2.r1912782.log ham-net-ena-week3.r1912782.log ham-net-ena-week4.r1912782.log ham-net-giovanni-ham.r1912782.log ham-net-giovanni-spammy.r1912782.log ham-net-giovanni-spam.r1912782.log ham-net-grenier.r1912782.log ham-net-hege.r1912782.log ham-net-jbrooks.r1912782.log ham-net-jhardin.r1912782.log ham-net-llanga.r1912782.log ham-net-mmiroslaw-mails-ham.r1912782.log ham-net-mmiroslaw-mails-spam.r1912782.log ham-net-spamsponge.r1912782.log ham-net-tsz-corpus.r1912782.log ham-net-whyscream.r1912782.log spam-net-ena-week0.r1912782.log spam-net-ena-week1.r1912782.log spam-net-ena-week2.r1912782.log spam-net-ena-week3.r1912782.log spam-net-ena-week4.r1912782.log spam-net-giovanni-ham.r1912782.log spam-net-giovanni-spammy.r1912782.log spam-net-giovanni-spam.r1912782.log spam-net-grenier.r1912782.log spam-net-hege.r1912782.log spam-net-jbrooks.r1912782.log spam-net-jhardin.r1912782.log spam-net-llanga.r1912782.log
spam-net-mmiroslaw-mails-ham.r1912782.log spam-net-mmiroslaw-mails-spam.r1912782.log spam-net-spamsponge.r1912782.log spam-net-tsz-corpus.r1912782.log spam-net-whyscream.r1912782.log
-score ACCT_PHISHING_MANY 2.999
score AC_DIV_BONANZA 0.001
+score AC_FROM_MANY_DOTS 3.000
score AC_HTML_NONSENSE_TAGS 1.999
+score ADMITS_SPAM 2.246
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.122
-score ADVANCE_FEE_3_NEW_MONEY 2.400
-score ADVANCE_FEE_4_NEW_MONEY 2.399
-score ADVANCE_FEE_5_NEW_MONEY 1.220
-score AD_PREFS 0.001
-score ALIBABA_IMG_NOT_RCVD_ALI 2.500
-score AXB_XMAILER_MIMEOLE_OL_024C2 3.090
+score ADVANCE_FEE_3_NEW 3.263
+score ADVANCE_FEE_3_NEW_MONEY 2.399
+score ADVANCE_FEE_4_NEW_MONEY 1.277
+score ADVANCE_FEE_5_NEW_MONEY 2.699
+score AD_PREFS 0.099
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 1.049
-score BITCOIN_EXTORT_01 3.328
-score BITCOIN_MALF_HTML 2.574
-score BITCOIN_MALWARE 2.074
-score BITCOIN_ONAN 1.811
-score BITCOIN_SPAM_02 2.258
-score BITCOIN_SPAM_07 1.212
-score BITCOIN_TOEQFM 1.614
-score BITCOIN_VISTA 3.499
-score BITCOIN_XPRIO 2.087
-score BITCOIN_YOUR_INFO 2.960
-score BODY_SINGLE_URI 0.331
-score BODY_URI_ONLY 2.163
+score BITCOIN_DEADLINE 0.442
+score BITCOIN_EXTORT_01 0.001
+score BITCOIN_MALF_HTML 3.181
+score BITCOIN_MALWARE 2.652
+score BITCOIN_ONAN 2.013
+score BITCOIN_SPAM_02 1.412
+score BITCOIN_SPAM_07 0.001
+score BITCOIN_TOEQFM 0.796
+score BITCOIN_VISTA 0.001
+score BITCOIN_XPRIO 0.001
+score BITCOIN_YOUR_INFO 2.999
+score BODY_URI_ONLY 1.752
score BOGUS_MIME_VERSION 3.499
-score CK_HELO_GENERIC 0.250
+score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.300
-score DEAR_NOBODY 2.299
+score DEAR_BENEFICIARY 1.807
+score DEAR_NOBODY 3.299
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
+score DSN_NO_MIMEVERSION 1.999
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
score FILL_THIS_FORM 0.400
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.287
+score FONT_INVIS_LONG_LINE 2.695
score FONT_INVIS_MSGID 0.926
-score FORGED_RELAY_MUA_TO_MX 2.300
+score FORGED_RELAY_MUA_TO_MX 2.499
score FORGED_SPF_HELO 0.799
-score FORM_FRAUD_5 0.819
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.186
-score FROM_IN_TO_AND_SUBJ 2.399
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.799
-score FROM_MISSP_MSFT 2.899
-score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_USER 0.289
-score FROM_MISSP_XPRIO 2.499
-score FROM_PAYPAL_SPOOF 0.291
-score FROM_SUSPICIOUS_NTLD 0.499
-score FSL_BULK_SIG 0.966
-score FSL_CTYPE_WIN1251 1.087
-score FSL_NEW_HELO_USER 1.259
-score FUZZY_WALLET 1.999
-score GB_BITCOIN_CP 2.484
-score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 0.998
+score FORM_FRAUD_5 1.589
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROMSPACE 2.399
+score FROM_ADDR_WS 1.548
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.001 # force non-zero
+score FROM_IN_TO_AND_SUBJ 2.135
+score FROM_MISSPACED 2.000
+score FROM_MISSP_DYNIP 0.243
+score FROM_MISSP_EH_MATCH 1.308
+score FROM_MISSP_FREEMAIL 2.699
+score FROM_MISSP_MSFT 2.539
+score FROM_MISSP_REPLYTO 2.457
+score FROM_MISSP_USER 0.001
+score FROM_MISSP_XPRIO 0.001
+score FROM_NTLD_LINKBAIT 1.112
+score FROM_PAYPAL_SPOOF 0.620
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FSL_BULK_SIG 0.453
+score FSL_CTYPE_WIN1251 0.001
+score FSL_NEW_HELO_USER 0.001
+score FUZZY_WALLET 2.000
+score GB_BITCOIN_CP 1.398
+score GB_CUSTOM_HTM_URI 0.838
+score GB_FAKE_RF_SHORT 1.709
score GB_FREEMAIL_DISPTO 0.499
-score GB_HASHBL_BTC 2.191
-score GOOG_REDIR_NORDNS 2.625
+score GB_HASHBL_BTC 4.021
+score GOOG_REDIR_NORDNS 0.525
+score GOOG_STO_IMG_HTML 2.226
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.313
+score HAS_X_OUTGOING_SPAM_STAT 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.286
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.036
+score HDR_ORDER_FTSDMCXX_NORDNS 0.108
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 1.000
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.373
-score HOSTED_IMG_DIRECT_MX 3.499
-score HREF_EMPTY_NORDNS 0.130
+score HK_SCAM 1.897
+score HOSTED_IMG_DIRECT_MX 2.998
+score HREF_EMPTY_NORDNS 0.125
score HREF_EMPTY_PHPMAIL 2.499
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 2.000
+score HTML_FONT_TINY_NORDNS 1.388
+score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.799
-score HTML_TEXT_INVISIBLE_FONT 1.549
-score HTML_TEXT_INVISIBLE_STYLE 1.371
-score KHOP_FAKE_EBAY 0.001
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
-score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.838
-score LONG_INVISIBLE_TEXT 2.722
+score HTML_TAG_BALANCE_CENTER 3.000
+score HTML_TEXT_INVISIBLE_FONT 1.999
+score HTML_TEXT_INVISIBLE_STYLE 1.242
+score IMG_DIRECT_TO_MX 1.720
+score IMG_ONLY_FM_DOM_INFO 2.499
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.399
+score LONGLN_LOW_CONTRAST 1.655
+score LONG_HEX_URI 2.293
+score LONG_IMG_URI 0.118
+score LONG_INVISIBLE_TEXT 2.109
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 3.499
-score MALWARE_PASSWORD 1.890
-score MAY_BE_FORGED 2.133
-score MILLION_HUNDRED 0.215
-score MILLION_USD 1.999
+score MALWARE_NORDNS 0.965
+score MALWARE_PASSWORD 0.632
+score MAY_BE_FORGED 2.199
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 2.599
-score MIXED_HREF_CASE 1.999
-score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 1.323
-score MONEY_FRAUD_5 2.399
-score MONEY_FRAUD_8 2.599
-score MONEY_FREEMAIL_REPTO 2.288
-score MONEY_FROM_MISSP 1.256
-score NA_DOLLARS 1.500
-score NICE_REPLY_A -0.644
-score NORDNS_LOW_CONTRAST 2.499
+score MIXED_ES 2.299
+score MIXED_HREF_CASE 2.000
+score MONEY_FORM_SHORT 1.784
+score MONEY_FRAUD_3 0.867
+score MONEY_FRAUD_5 1.178
+score MONEY_FRAUD_8 1.542
+score MONEY_FREEMAIL_REPTO 2.483
+score MONEY_FROM_MISSP 0.001 # force non-zero
+score MSMAIL_PRI_ABNORMAL 0.873
+score NA_DOLLARS 1.499
+score NICE_REPLY_A -1.818
+score NORDNS_LOW_CONTRAST 2.187
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.441
+score NSL_RCVD_FROM_USER 0.001
score NUMBERONLY_BITCOIN_EXP 1.999
-score OBFU_HTML_ATTACH 2.499
-score OBFU_TEXT_ATTACH 0.025
-score PDS_BTC_ID 0.356
-score PDS_BTC_MSGID 0.999
-score PDS_EMPTYSUBJ_URISHRT 1.346
-score PDS_FRNOM_TODOM_DBL_URL 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_NAME_TO_DOMAIN 1.999
-score PDS_HELO_SPF_FAIL 0.153
-score PDS_HP_HELO_NORDNS 0.999
+score OBFU_HTML_ATTACH 2.200
+score OBFU_TEXT_ATTACH 0.001
+score PDS_BRAND_SUBJ_NAKED_TO 0.999
+score PDS_BTC_ID 0.294
+score PDS_BTC_MSGID 0.208
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 1.497
+score PDS_FROM_2_EMAILS 2.579
+score PDS_FROM_NAME_TO_DOMAIN 1.402
+score PDS_HELO_SPF_FAIL 0.001
+score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
-score PDS_TINYSUBJ_URISHRT 1.404
-score PHP_ORIG_SCRIPT 2.167
-score PHP_SCRIPT 1.982
+score PDS_SHORTFWD_URISHRT_FP 1.499
+score PHP_ORIG_SCRIPT 1.246
+score PHP_SCRIPT 2.399
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.051
-score RCVD_IN_MSPIKE_H2 -0.376
+score RAND_MKTG_HEADER 2.000
+score RATWARE_NO_RDNS 0.521
+score RCVD_IN_MSPIKE_H2 -0.001
+score SCC_CANSPAM_2 2.240
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.443
+score SCC_SPAMMER_ADDR_2 1.798
+score SENDGRID_REDIR 1.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 0.904
-score SPOOFED_FREEMAIL_NO_RDNS 1.500
-score STATIC_XPRIO_OLE 1.258
-score STY_INVIS_DIRECT 2.499
+score SPOOFED_FREEMAIL 2.000
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEM_REPTO 1.918
+score SPOOF_GMAIL_MID 1.499
+score STATIC_XPRIO_OLE 0.001
+score STY_INVIS_DIRECT 0.901
score SUSP_UTF8_WORD_COMBO 2.999
+score SUSP_UTF8_WORD_FROM 1.595
+score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 1.699
+score THIS_AD 1.328
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DOM_HTML_IMG 2.101
+score TO_EQ_FM_DOM_HTML_ONLY 2.199
score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_HTML_ONLY 0.166
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.100
+score TO_IN_SUBJ 0.099
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 2.000
+score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_LONG_WORD5 3.317
-score TVD_RATWARE_MSGID_01 1.089
+score TVD_LONG_WORD5 2.908
+score TVD_RATWARE_MSGID_01 0.472
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.656
+score TVD_SPACE_RATIO_MINFP 2.400
score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.699
-score UNICODE_OBFU_ASC 2.500
-score URI_GOOGLE_PROXY 2.300
+score URI_GOOGLE_PROXY 2.100
+score URI_GOOG_STO_SPAMMY 2.999
+score URI_ONLY_MSGID_MALF 0.001
score URI_OPTOUT_3LD 1.999
-score URI_PHISH 3.798
+score URI_PHISH 3.899
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 0.501
+score URI_TRY_3LD 2.000
+score URI_WP_HACKED 2.999
+score VISTA_COST 2.236
score VISTA_TONOM_EQ_TOLOC 2.499
-score WORD_INVIS 2.999
-score WORD_INVIS_MANY 2.999
-score XM_DIGITS_ONLY 1.308
+score WORD_INVIS 1.899
+score WORD_INVIS_MANY 2.152
score XM_RANDOM 2.499
+score XPRIO 0.485
+score ACCT_PHISHING_MANY 1.000
score AC_BR_BONANZA 0.001
-score AC_FROM_MANY_DOTS 1.000
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -192,6 +210,7 @@ score AC_SPAMMY_URI_PATTERNS9 1.0
score ADULT_DATING_COMPANY 10.000
score ADVANCE_FEE_2_NEW_FORM 1.000
score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
+score ALIBABA_IMG_NOT_RCVD_ALI 1.000
score AMAZON_IMG_NOT_RCVD_AMZN 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
@@ -213,6 +232,9 @@ score BITCOIN_SPAM_10 1.0
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BITCOIN_SPF_ONLYALL 1.000
+score BODY_EMAIL_419_FRAUD_GM 1.000
+score BODY_EMAIL_419_FRAUD_GM_LOOSE 1.000
+score BODY_SINGLE_URI 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -227,10 +249,8 @@ score DAY_I_EARNED 1.0
score DKIMWL_BL 1.000
score DKIMWL_BLOCKED 0.001
score DOTGOV_IMAGE 1.000
-score DSN_NO_MIMEVERSION 1.000
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
-score ENCRYPTED_MESSAGE -1.000
score ENVFROM_GOOG_TRIX 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
@@ -250,14 +270,14 @@ score FROM_GOV_REPLYTO_FREEMAIL 1.0
score FROM_GOV_SPOOF 1.000
score FROM_MISSP_SPF_FAIL 1.000
score FROM_NEWDOM_BTC 1.000
-score FROM_NTLD_LINKBAIT 1.000
score FROM_NTLD_REPLY_FREEMAIL 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
-score FROM_SUSPICIOUS_NTLD_FP 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
+score GB_URI_FLEEK_STO_HTM 1.000
+score GB_WEBFORM 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
@@ -266,7 +286,6 @@ score GOOG_MALWARE_DNLD 1.0
score GOOG_STO_EMAIL_PHISH 1.000
score GOOG_STO_HTML_PHISH 1.000
score GOOG_STO_HTML_PHISH_MANY 1.000
-score GOOG_STO_IMG_HTML 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HDRS_LCASE 0.100
@@ -281,11 +300,9 @@ score HOSTED_IMG_MULTI_PUB_01 1.0
score HREF_EMPTY_XANTIABUSE 1.000
score HREF_EMPTY_XAUTHED 1.000
score HTML_BADATTR 1.000
+score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
-score HTML_OFF_PAGE 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
-score IMG_ONLY_FM_DOM_INFO 1.000
-score JH_SPAMMY_HEADERS 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
@@ -306,14 +323,14 @@ score MONERO_PAY_ME 1.0
score MONEY_FROM_41 1.000
score MSGID_DOLLARS_URI_IMG 1.000
score MSGID_HDR_MALF 1.000
-score MSMAIL_PRI_ABNORMAL 1.000
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
score ODD_FREEM_REPTO 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
-score PDS_SHORTFWD_URISHRT_FP 1.000
+score PDS_EMPTYSUBJ_URISHRT 1.000
+score PDS_TINYSUBJ_URISHRT 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
@@ -350,15 +367,11 @@ score SENDGRID_REDIR_PHISH 1.0
score SEO_SUSP_NTLD 1.000
score SHORTENER_SHORT_IMG 1.000
score SHORT_IMG_SUSP_NTLD 1.000
-score SPOOFED_FREEM_REPTO 1.000
score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
-score SPOOF_GMAIL_MID 1.000
score STOCK_TIP 1.000
score SUBJ_ATTENTION 0.500
score SUBJ_BRKN_WORDNUMS 1.000
-score SUSP_UTF8_WORD_FROM 1.000
-score SUSP_UTF8_WORD_SUBJ 1.000
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
@@ -367,6 +380,7 @@ score TONLINE_FAKE_DKIM 1.0
score TO_NAME_SUBJ_NO_RDNS 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
+score UNICODE_OBFU_ASC 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
@@ -376,16 +390,17 @@ score URI_DATA 1.0
score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
-score URI_GOOG_STO_SPAMMY 3.000
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
-score URI_ONLY_MSGID_MALF 1.000
+score URI_MALWARE_BH 1.000
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
+score URI_WP_HACKED_2 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 XPRIO 1.000
+score XM_DIGITS_ONLY 1.000
score XPRIO_SHORT_SUBJ 1.000
score XPRIO_VISTA 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1912802&r1=1912801&r2=1912802&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Oct 8 02:37:36 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 286789 81.024% (99.554% of non-spam corpus)
-# Correctly spam: 39030 11.027% (59.241% of spam corpus)
-# False positives: 1284 0.363% (0.446% of nonspam, 8983 weighted)
-# False negatives: 26853 7.587% (40.759% of spam, 49215 weighted)
-# Average score for spam: 8.2 nonspam: 0.5
+# Correctly non-spam: 286783 81.024% (99.554% of non-spam corpus)
+# Correctly spam: 38934 11.000% (59.097% of spam corpus)
+# False positives: 1284 0.363% (0.446% of nonspam, 8974 weighted)
+# False negatives: 26947 7.613% (40.903% of spam, 49825 weighted)
+# Average score for spam: 7.7 nonspam: 0.7
# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 353956 100.00%
+# TOTAL: 353948 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35833 99.52%
-# Correctly spam: 4861 58.63%
-# False positives: 172 0.48%
-# False negatives: 3430 41.37%
-# TCR(l=50): 0.689194 SpamRecall: 58.630% SpamPrec: 96.583%
+# Correctly non-spam: 35823 99.50%
+# Correctly spam: 4792 57.80%
+# False positives: 181 0.50%
+# False negatives: 3499 42.20%
+# TCR(l=50): 0.660690 SpamRecall: 57.798% SpamPrec: 96.360%
##### 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: 281746 97.80%
-# Correctly spam: 23326 35.41%
-# False positives: 6327 2.20%
-# False negatives: 42557 64.59%
-# TCR(l=50): 0.183566 SpamRecall: 35.405% SpamPrec: 78.663%
+# Correctly non-spam: 281734 97.80%
+# Correctly spam: 23343 35.43%
+# False positives: 6333 2.20%
+# False negatives: 42538 64.57%
+# TCR(l=50): 0.183416 SpamRecall: 35.432% SpamPrec: 78.660%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35221 97.82%
-# Correctly spam: 2878 34.71%
-# False positives: 784 2.18%
-# False negatives: 5413 65.29%
-# TCR(l=50): 0.185843 SpamRecall: 34.712% SpamPrec: 78.591%
+# Correctly non-spam: 35211 97.80%
+# Correctly spam: 2847 34.34%
+# False positives: 793 2.20%
+# False negatives: 5444 65.66%
+# TCR(l=50): 0.183860 SpamRecall: 34.338% SpamPrec: 78.214%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1912802&r1=1912801&r2=1912802&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Oct 8 02:37:36 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 253614 83.352% (99.503% of non-spam corpus)
-# Correctly spam: 22683 7.455% (45.927% of spam corpus)
-# False positives: 1266 0.416% (0.497% of nonspam, 13649 weighted)
-# False negatives: 26706 8.777% (54.073% of spam, 57475 weighted)
-# Average score for spam: 11.1 nonspam: -0.4
-# Average for false-pos: 5.6 false-neg: 2.2
-# TOTAL: 304269 100.00%
+# Correctly non-spam: 287771 82.237% (99.471% of non-spam corpus)
+# Correctly spam: 36328 10.382% (59.921% of spam corpus)
+# False positives: 1530 0.437% (0.529% of nonspam, 19020 weighted)
+# False negatives: 24298 6.944% (40.079% of spam, 51904 weighted)
+# Average score for spam: 10.9 nonspam: -0.2
+# Average for false-pos: 5.9 false-neg: 2.1
+# TOTAL: 349927 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 31681 99.50%
-# Correctly spam: 2813 45.20%
-# False positives: 159 0.50%
-# False negatives: 3411 54.80%
-# TCR(l=50): 0.547839 SpamRecall: 45.196% SpamPrec: 94.650%
+# Correctly non-spam: 35946 99.42%
+# Correctly spam: 4597 60.00%
+# False positives: 210 0.58%
+# False negatives: 3065 40.00%
+# TCR(l=50): 0.564836 SpamRecall: 59.997% SpamPrec: 95.631%
##### 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: 253904 99.62%
-# Correctly spam: 12725 25.76%
-# False positives: 976 0.38%
-# False negatives: 36664 74.24%
-# TCR(l=50): 0.577892 SpamRecall: 25.765% SpamPrec: 92.876%
+# Correctly non-spam: 288124 99.59%
+# Correctly spam: 20667 34.09%
+# False positives: 1177 0.41%
+# False negatives: 39959 65.91%
+# TCR(l=50): 0.613568 SpamRecall: 34.089% SpamPrec: 94.612%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 31728 99.65%
-# Correctly spam: 1600 25.71%
-# False positives: 112 0.35%
-# False negatives: 4624 74.29%
-# TCR(l=50): 0.608764 SpamRecall: 25.707% SpamPrec: 93.458%
+# Correctly non-spam: 36005 99.58%
+# Correctly spam: 2650 34.59%
+# False positives: 151 0.42%
+# False negatives: 5012 65.41%
+# TCR(l=50): 0.609935 SpamRecall: 34.586% SpamPrec: 94.609%