Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1917299&r1=1917298&r2=1917299&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Apr 24 02:56:15 2024
@@ -1,140 +1,139 @@
-# Using score set 0 logs for revision 1917261 from:
-# ham-ena-week0.r1917261.log ham-ena-week1.r1917261.log ham-ena-week2.r1917261.log ham-ena-week3.r1917261.log ham-ena-week4.r1917261.log ham-giovanni-ham.r1917261.log ham-giovanni-spammy.r1917261.log ham-giovanni-spam.r1917261.log ham-grenier.r1917261.log ham-hege.r1917261.log ham-jhardin.r1917261.log ham-llanga.r1917261.log ham-mmiroslaw-mails-ham.r1917261.log ham-mmiroslaw-mails-spam.r1917261.log ham-spamsponge.r1917261.log ham-tsz-corpus.r1917261.log ham-whyscream.r1917261.log spam-ena-week0.r1917261.log spam-ena-week1.r1917261.log spam-ena-week2.r1917261.log spam-ena-week3.r1917261.log spam-ena-week4.r1917261.log spam-giovanni-ham.r1917261.log spam-giovanni-spammy.r1917261.log spam-giovanni-spam.r1917261.log spam-grenier.r1917261.log spam-hege.r1917261.log spam-jhardin.r1917261.log spam-llanga.r1917261.log spam-mmiroslaw-mails-ham.r1917261.log spam-mmiroslaw-mails-spam.r1917261.log spam-spamsponge.r1917261.log spam-tsz-corpus.r1917261.log spam-whyscream.r1917261.log
+# Using score set 0 logs for revision 1917278 from:
+# ham-ena-week0.r1917278.log ham-ena-week1.r1917278.log ham-ena-week2.r1917278.log ham-ena-week3.r1917278.log ham-ena-week4.r1917278.log ham-giovanni-ham.r1917278.log ham-giovanni-spammy.r1917278.log ham-giovanni-spam.r1917278.log ham-grenier.r1917278.log ham-hege.r1917278.log ham-jhardin.r1917278.log ham-llanga.r1917278.log ham-mmiroslaw-mails-ham.r1917278.log ham-mmiroslaw-mails-spam.r1917278.log ham-spamsponge.r1917278.log ham-tsz-corpus.r1917278.log ham-whyscream.r1917278.log spam-ena-week0.r1917278.log spam-ena-week1.r1917278.log spam-ena-week2.r1917278.log spam-ena-week3.r1917278.log spam-ena-week4.r1917278.log spam-giovanni-ham.r1917278.log spam-giovanni-spammy.r1917278.log spam-giovanni-spam.r1917278.log spam-grenier.r1917278.log spam-hege.r1917278.log spam-jhardin.r1917278.log spam-llanga.r1917278.log spam-mmiroslaw-mails-ham.r1917278.log spam-mmiroslaw-mails-spam.r1917278.log spam-spamsponge.r1917278.log spam-tsz-corpus.r1917278.log spam-whyscream.r1917278.log
-score ACCT_PHISHING_MANY 2.552
+score ACCT_PHISHING_MANY 2.984
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.651
+score AC_POST_EXTRAS 0.165
score ADMITS_SPAM 3.199
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW 3.006
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.088
-score ADVANCE_FEE_4_NEW 2.551
+score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW 2.550
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW_MONEY 3.299
score ADVANCE_FEE_5_NEW 2.399
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.235
-score AD_PREFS 0.228
-score AMAZON_IMG_NOT_RCVD_AMZN 2.332
+score ADVANCE_FEE_5_NEW_MONEY 2.039
+score AD_PREFS 0.146
+score AMAZON_IMG_NOT_RCVD_AMZN 2.279
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 2.899
-score BIGNUM_EMAILS_FREEM 2.616
-score BITCOIN_DEADLINE 2.995
-score BITCOIN_EXTORT_01 3.398
-score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_ONAN 1.294
-score BITCOIN_PAY_ME 1.577
-score BITCOIN_SPAM_02 2.500
+score BIGNUM_EMAILS_FREEM 1.031
+score BITCOIN_DEADLINE 2.049
+score BITCOIN_EXTORT_01 3.399
+score BITCOIN_OBFU_SUBJ 1.072
+score BITCOIN_ONAN 2.124
+score BITCOIN_PAY_ME 2.601
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 0.001
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 2.561
-score BITCOIN_VISTA 3.499
+score BITCOIN_TOEQFM 3.499
+score BITCOIN_VISTA 3.088
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.201
-score BODY_URI_ONLY 2.337
+score BODY_SINGLE_URI 0.264
+score BODY_URI_ONLY 2.341
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.263
-score CANT_SEE_AD 2.207
-score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.091
-score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 2.850
+score BOGUS_MSM_HDRS 1.936
+score CANT_SEE_AD 2.201
+score CK_HELO_GENERIC 0.250
+score COMPENSATION 1.198
+score CTE_8BIT_MISMATCH 1.000
+score DEAR_BENEFICIARY 0.796
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.341
+score DYNAMIC_IMGUR 1.544
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.999
-score FBI_SPOOF 1.999
+score END_FUTURE_EMAILS 2.500
+score FBI_MONEY 0.023
+score FBI_SPOOF 1.485
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.172
+score FONT_INVIS_HTML_NOHTML 2.287
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.499
+score FONT_INVIS_MSGID 2.500
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 1.940
-score FORM_FRAUD 0.348
-score FORM_FRAUD_3 2.799
+score FONT_INVIS_POSTEXTRAS 2.424
+score FORM_FRAUD 0.354
+score FORM_FRAUD_3 2.999
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.250
+score FOUND_YOU 2.120
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 2.251
-score FROM_IN_TO_AND_SUBJ 1.699
+score FROM_ADDR_WS 2.250
+score FROM_IN_TO_AND_SUBJ 1.799
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.654
+score FROM_MISSP_EH_MATCH 1.685
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.673
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 0.559
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 2.000
-score FROM_UNBAL2 2.899
-score FROM_WSP_LEAD 1.849
+score FROM_UNBAL2 3.299
+score FROM_WSP_LEAD 2.649
score FROM_WSP_TRAIL 3.099
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.600
-score FUZZY_IMPORTANT 2.499
+score FUZZY_CLICK_HERE 3.599
+score FUZZY_IMPORTANT 2.599
score FUZZY_PRIVACY 2.799
-score GB_BITCOIN_CP 2.698
+score GB_BITCOIN_CP 2.422
score GB_CUSTOM_HTM_URI 1.036
-score GB_FAKE_RF_SHORT 1.940
+score GB_FAKE_RF_SHORT 1.937
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 2.498
+score GOOG_REDIR_NORDNS 2.496
score GOOG_STO_IMG_HTML 2.501
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 1.499
-score HDR_ORDER_FTSDMCXX_NORDNS 0.663
+score HDR_ORDER_FTSDMCXX_DIRECT 1.500
+score HDR_ORDER_FTSDMCXX_NORDNS 0.661
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.002
-score HK_NAME_FM_MR_MRS 1.347
+score HK_LOTTO 1.000
+score HK_NAME_FM_MR_MRS 1.230
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.335
+score HK_RANDOM_ENVFROM 0.103
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 0.165
+score HOSTED_IMG_DIRECT_MX 3.462
+score HOSTED_IMG_FREEM 0.218
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.282
+score HREF_EMPTY_NORDNS 0.168
score HTML_BADATTR 1.000
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.999
+score HTML_ENTITY_ASCII 2.794
+score HTML_FONT_TINY_NORDNS 2.000
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.403
+score HTML_TAG_BALANCE_CENTER 2.402
score HTML_TEXT_INVISIBLE_FONT 1.900
score HTML_TEXT_INVISIBLE_STYLE 0.001
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.296
+score KHOP_FAKE_EBAY 0.001
score KHOP_HELO_FCRDNS 0.399
score LIST_PARTIAL_SHORT_MSG 2.499
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 2.999
+score LONG_HEX_URI 3.000
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.687
+score LONG_INVISIBLE_TEXT 1.686
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 2.000
-score MALFORMED_FREEMAIL 2.500
-score MANY_SUBDOM 2.599
-score MAY_BE_FORGED 1.999
+score LOTTO_DEPT 1.999
+score MALFORMED_FREEMAIL 2.583
+score MANY_SUBDOM 2.699
+score MAY_BE_FORGED 2.099
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
@@ -143,99 +142,99 @@ score MIXED_ES 1.7
score MIXED_HREF_CASE 1.940
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001
+score MONEY_FORM_SHORT 0.791
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.454
-score MONEY_FREEMAIL_REPTO 2.836
+score MONEY_FRAUD_8 1.096
+score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.001
+score MONEY_FROM_MISSP 0.001 # force non-zero
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.001
+score MSGID_NOFQDN1 0.001 # force non-zero
score NA_DOLLARS 0.001
-score NICE_REPLY_A -0.256
+score NICE_REPLY_A -2.643
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.359
+score NSL_RCVD_HELO_USER 0.001
score ODD_FREEM_REPTO 2.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.143
-score PDS_BTC_NTLD 1.999
+score PDS_BTC_MSGID 0.378
+score PDS_BTC_NTLD 1.352
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.948
-score PDS_FROM_NAME_TO_DOMAIN 1.452
-score PDS_HP_HELO_NORDNS 0.993
+score PDS_FRNOM_TODOM_NAKED_TO 0.585
+score PDS_FROM_NAME_TO_DOMAIN 1.330
+score PDS_HP_HELO_NORDNS 0.880
score PDS_OTHER_BAD_TLD 1.999
-score PHP_ORIG_SCRIPT 0.807
+score PHP_ORIG_SCRIPT 0.811
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.638
+score RATWARE_NO_RDNS 1.672
score READY_TO_SHIP 1.249
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 1.455
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.499
-score SCC_BOGUS_CTE_1 0.972
-score SCC_CANSPAM_1 2.113
-score SCC_CANSPAM_2 2.501
+score REPTO_419_FRAUD_GM 1.404
+score REPTO_419_FRAUD_GM_LOOSE 1.000
+score RISK_FREE 0.001
+score SCC_BOGUS_CTE_1 0.973
+score SCC_CANSPAM_1 2.235
+score SCC_CANSPAM_2 3.799
score SCC_ISEMM_LID_1B 1.499
-score SERGIO_SUBJECT_VIAGRA01 2.599
+score SERGIO_SUBJECT_VIAGRA01 2.699
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.001 # force non-zero
+score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.253
+score SPOOFED_FREEMAIL_NO_RDNS 0.367
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.001
+score STATIC_XPRIO_OLE 0.917
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 2.042
-score THIS_IS_ADV_SUSP_NTLD 1.150
-score TINY_FLOAT 2.899
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
-score TO_EQ_FM_DOM_HTML_IMG 2.599
+score THIS_AD 1.941
+score THIS_IS_ADV_SUSP_NTLD 0.266
+score TINY_FLOAT 2.999
+score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DOM_HTML_IMG 2.086
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.499
+score TO_NAME_SUBJ_NO_RDNS 2.772
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.699
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 0.501
-score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_HTML_IMG 1.685
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 1.380
+score TO_NO_BRKTS_NORDNS_HTML 2.000
score TO_NO_BRKTS_PCNT 2.499
-score TVD_APPROVED 2.899
-score TVD_PH_7 2.446
+score TVD_APPROVED 2.900
+score TVD_PH_7 2.750
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 2.094
-score UNDISC_FREEM 2.999
+score TVD_SPACE_RATIO_MINFP 2.100
+score UNDISC_FREEM 3.000
score UNDISC_MONEY 3.399
-score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_ASC 2.500
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
+score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.999
-score URI_GOOG_STO_SPAMMY 2.999
score URI_IMG_CWINDOWSNET 3.136
-score URI_OBFU_TLD 0.774
+score URI_OBFU_TLD 0.688
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 2.399
+score URI_PHISH 2.654
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.838
-score VISTA_COST 0.558
+score VFY_ACCT_NORDNS 2.702
+score VISTA_COST 1.273
score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 3.299
+score WIKI_IMG 3.199
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_ONE_WORD 1.999
-score XM_RANDOM 2.500
-score XM_RECPTID 2.999
-score XPRIO 0.001
+score XM_RANDOM 2.499
+score XM_RECPTID 3.000
+score XPRIO 0.118
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
score YOU_INHERIT 2.999
@@ -281,6 +280,7 @@ score FACEBOOK_IMG_NOT_RCVD_FB 1.0
score FONT_INVIS_DOTGOV 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
+score FROM_MISSP_PHISH 1.000
score FROM_NTLD_LINKBAIT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_BITCOIN_NH 1.000
@@ -296,6 +296,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -379,9 +380,9 @@ score URI_ADOBESPARK 1.0
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
-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
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1917299&r1=1917298&r2=1917299&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Apr 24 02:56:15 2024
@@ -6,108 +6,109 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.419
-score ADMITS_SPAM 1.808
+score AC_POST_EXTRAS 0.479
+score ADMITS_SPAM 1.816
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 0.001
score ADVANCE_FEE_3_NEW 2.516
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.936
-score ADVANCE_FEE_4_NEW 3.169
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_3_NEW_MONEY 1.932
+score ADVANCE_FEE_4_NEW 3.255
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 # force non-zero
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 1.609
+score ADVANCE_FEE_5_NEW 1.926
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.106
-score AD_PREFS 0.162
+score ADVANCE_FEE_5_NEW_MONEY 1.120
+score AD_PREFS 0.379
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 2.999
-score BIGNUM_EMAILS_FREEM 1.961
-score BITCOIN_DEADLINE 1.665
-score BITCOIN_EXTORT_01 1.016
-score BITCOIN_MALWARE 1.104
+score BIGNUM_EMAILS_FREEM 2.958
+score BITCOIN_DEADLINE 1.058
+score BITCOIN_EXTORT_01 1.257
+score BITCOIN_MALWARE 2.462
score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_ONAN 1.509
-score BITCOIN_PAY_ME 1.409
-score BITCOIN_SPAM_02 0.921
-score BITCOIN_SPAM_03 2.408
-score BITCOIN_SPAM_05 1.877
-score BITCOIN_SPAM_07 0.003
+score BITCOIN_ONAN 2.260
+score BITCOIN_PAY_ME 2.746
+score BITCOIN_SPAM_02 0.420
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 2.051
+score BITCOIN_SPAM_07 0.001
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 1.028
-score BITCOIN_VISTA 0.233
+score BITCOIN_TOEQFM 0.978
+score BITCOIN_VISTA 1.910
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.979
+score BITCOIN_YOUR_INFO 2.980
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 0.137
+score BODY_URI_ONLY 0.281
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.374
+score BOGUS_MSM_HDRS 2.102
score CANT_SEE_AD 2.499
score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
-score CTE_8BIT_MISMATCH 0.001
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -0.670
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_HIGH -0.668
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.242
+score DYNAMIC_IMGUR 2.530
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.999
-score FBI_SPOOF 1.999
+score FBI_MONEY 1.915
+score FBI_SPOOF 0.493
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.309
-score FONT_INVIS_LONG_LINE 2.512
+score FONT_INVIS_HTML_NOHTML 1.993
+score FONT_INVIS_LONG_LINE 2.583
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.098
-score FONT_INVIS_POSTEXTRAS 2.980
-score FORGED_SPF_HELO 0.184
-score FORM_FRAUD 0.325
+score FONT_INVIS_NORDNS 1.263
+score FONT_INVIS_POSTEXTRAS 2.918
+score FORGED_SPF_HELO 0.214
+score FORM_FRAUD 0.373
score FORM_FRAUD_3 0.001
-score FORM_FRAUD_5 0.001 # force non-zero
-score FOUND_YOU 3.250
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_ADDR_WS 0.719
+score FORM_FRAUD_5 0.001
+score FOUND_YOU 3.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FROM_ADDR_WS 0.701
+score FROM_FMBLA_NEWDOM 1.500
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.999
score FROM_GOV_SPOOF 0.999
-score FROM_IN_TO_AND_SUBJ 0.535
+score FROM_IN_TO_AND_SUBJ 0.642
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.680
+score FROM_MISSP_DYNIP 0.678
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
-score FROM_MISSP_REPLYTO 0.110
+score FROM_MISSP_REPLYTO 0.114
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.799
+score FROM_NTLD_REPLY_FREEMAIL 1.585
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.399
-score FROM_WSP_LEAD 0.001
-score FROM_WSP_TRAIL 2.999
+score FROM_WSP_LEAD 0.001 # force non-zero
+score FROM_WSP_TRAIL 3.086
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.499
-score FUZZY_IMPORTANT 0.671
+score FUZZY_IMPORTANT 1.470
score FUZZY_PRIVACY 2.699
-score GB_BITCOIN_CP 2.589
-score GB_CUSTOM_HTM_URI 0.098
+score GB_BITCOIN_CP 2.225
+score GB_CUSTOM_HTM_URI 0.181
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_HASHBL_BTC 4.506
+score GB_HASHBL_BTC 4.600
score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 1.261
+score GOOG_REDIR_NORDNS 1.224
score GOOG_STO_IMG_HTML 2.226
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
@@ -115,40 +116,40 @@ score HDRS_MISSP 0.0
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.466
-score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.196
+score HELO_NO_DOMAIN 0.465
+score HK_LOTTO 0.770
+score HK_NAME_FM_MR_MRS 1.039
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.001 # force non-zero
+score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.301
-score HOSTED_IMG_FREEM 1.045
+score HOSTED_IMG_DIRECT_MX 2.614
+score HOSTED_IMG_FREEM 1.047
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 1.472
+score HREF_EMPTY_NORDNS 1.474
score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.048
+score HTML_ENTITY_ASCII 2.729
+score HTML_FONT_TINY_NORDNS 0.213
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 2.799
score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 2.194
+score HTML_TEXT_INVISIBLE_STYLE 2.028
score IMG_ONLY_FM_DOM_INFO 2.499
score KHOP_HELO_FCRDNS 0.258
-score LIST_PARTIAL_SHORT_MSG 1.163
+score LIST_PARTIAL_SHORT_MSG 1.165
score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.461
-score LONG_INVISIBLE_TEXT 1.939
+score LONG_IMG_URI 0.459
+score LONG_INVISIBLE_TEXT 1.864
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MALFORMED_FREEMAIL 1.779
+score MALFORMED_FREEMAIL 1.781
score MANY_SUBDOM 2.599
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.001
+score MILLION_HUNDRED 0.001 # force non-zero
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
@@ -157,106 +158,106 @@ score MIXED_HREF_CASE 1.9
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_3 0.001 # force non-zero
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.935
+score MONEY_FRAUD_8 2.929
score MONEY_FREEMAIL_REPTO 0.001
-score MONEY_FROM_41 2.000
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.485
-score MSGID_NOFQDN1 1.942
+score MONEY_NOHTML 2.484
+score MSGID_NOFQDN1 1.946
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.751
+score NICE_REPLY_A -3.211
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.417
-score ODD_FREEM_REPTO 2.497
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.155
+score NSL_RCVD_HELO_USER 0.396
+score ODD_FREEM_REPTO 2.507
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 0.751
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.840
-score PDS_FROM_NAME_TO_DOMAIN 0.273
-score PDS_HELO_SPF_FAIL 1.746
+score PDS_FRNOM_TODOM_NAKED_TO 0.183
+score PDS_FROM_NAME_TO_DOMAIN 0.801
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.052
+score RATWARE_NO_RDNS 2.729
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
score READY_TO_SHIP 1.249
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 2.708
+score REPTO_419_FRAUD_GM 2.597
score RISK_FREE 0.001
-score SCC_BOGUS_CTE_1 3.270
+score SCC_BOGUS_CTE_1 3.265
score SCC_CANSPAM_1 0.001
-score SCC_CANSPAM_2 0.698
+score SCC_CANSPAM_2 0.688
score SCC_ISEMM_LID_1B 1.499
score SERGIO_SUBJECT_VIAGRA01 2.599
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.357
-score SHORT_IMG_SUSP_NTLD 0.431
+score SHORTENER_SHORT_IMG 1.350
+score SHORT_IMG_SUSP_NTLD 0.341
score SHORT_SHORTNER 0.001
-score SPOOFED_FREEMAIL 0.001 # force non-zero
+score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.569
+score SPOOFED_FREEM_REPTO 1.512
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.499
+score SUBJ_ATTENTION 0.500
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 1.997
-score THIS_AD 1.115
-score THIS_IS_ADV_SUSP_NTLD 0.585
+score TEQF_USR_POLITE 1.993
+score THIS_AD 1.101
+score THIS_IS_ADV_SUSP_NTLD 0.933
score TINY_FLOAT 2.799
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.354
-score TO_EQ_FM_DOM_HTML_ONLY 1.797
+score TO_EQ_FM_DOM_HTML_IMG 2.348
+score TO_EQ_FM_DOM_HTML_ONLY 1.806
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.985
+score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.904
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.887
+score TO_NO_BRKTS_HTML_IMG 1.892
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 0.565
+score TO_NO_BRKTS_NORDNS_HTML 0.598
score TO_NO_BRKTS_PCNT 2.499
score TVD_APPROVED 2.799
-score TVD_PH_7 2.023
-score TVD_SPACE_ENCODED 2.274
+score TVD_PH_7 2.026
+score TVD_SPACE_ENCODED 2.289
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.899
+score UNDISC_FREEM 2.999
score UNDISC_MONEY 3.399
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 1.999
+score URI_GOOGLE_PROXY 2.099
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.049
-score URI_ONLY_LOW_CONTRAST 2.159
-score URI_PHISH 1.198
+score URI_IMG_CWINDOWSNET 3.060
+score URI_ONLY_LOW_CONTRAST 2.173
+score URI_PHISH 1.160
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 2.904
-score URI_WP_HACKED_2 2.500
+score URI_WP_HACKED 2.894
+score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 0.291
-score VISTA_TONOM_EQ_TOLOC 1.371
+score VISTA_COST 1.254
+score VISTA_TONOM_EQ_TOLOC 1.314
score WIKI_IMG 3.199
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
-score XM_RECPTID 2.398
+score XM_RECPTID 2.397
score XPRIO 0.001
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.283
+score YOU_INHERIT 1.346
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -303,7 +304,6 @@ score FREEM_FRNUM_UNICD_EMPTY 1.0
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
-score FROM_FMBLA_NEWDOM 1.000
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_NEWDOM_BTC 1.000
score FROM_NTLD_LINKBAIT 1.000
@@ -322,6 +322,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1917299&r1=1917298&r2=1917299&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Apr 24 02:56:15 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 567830 63.280% (99.414% of non-spam corpus)
-# Correctly spam: 249879 27.847% (76.614% of spam corpus)
-# False positives: 3347 0.373% (0.586% of nonspam, 58338 weighted)
-# False negatives: 76274 8.500% (23.386% of spam, 138571 weighted)
-# Average score for spam: 7.4 nonspam: 0.5
+# Correctly non-spam: 569185 63.339% (99.432% of non-spam corpus)
+# Correctly spam: 251270 27.961% (77.031% of spam corpus)
+# False positives: 3251 0.362% (0.568% of nonspam, 56318 weighted)
+# False negatives: 74923 8.337% (22.969% of spam, 137382 weighted)
+# Average score for spam: 7.6 nonspam: 0.4
# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 897330 100.00%
+# TOTAL: 898629 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 70863 99.41%
-# Correctly spam: 31299 77.01%
-# False positives: 421 0.59%
-# False negatives: 9343 22.99%
-# TCR(l=50): 1.337216 SpamRecall: 77.011% SpamPrec: 98.673%
+# Correctly non-spam: 70977 99.35%
+# Correctly spam: 31385 77.21%
+# False positives: 461 0.65%
+# False negatives: 9262 22.79%
+# TCR(l=50): 1.257954 SpamRecall: 77.214% SpamPrec: 98.552%
##### 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: 561544 98.31%
-# Correctly spam: 117593 36.05%
-# False positives: 9633 1.69%
-# False negatives: 208560 63.95%
-# TCR(l=50): 0.472542 SpamRecall: 36.055% SpamPrec: 92.428%
+# Correctly non-spam: 562795 98.32%
+# Correctly spam: 119441 36.62%
+# False positives: 9641 1.68%
+# False negatives: 206752 63.38%
+# TCR(l=50): 0.473566 SpamRecall: 36.617% SpamPrec: 92.531%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 70080 98.31%
-# Correctly spam: 14795 36.40%
-# False positives: 1204 1.69%
-# False negatives: 25847 63.60%
-# TCR(l=50): 0.472323 SpamRecall: 36.403% SpamPrec: 92.475%
+# Correctly non-spam: 70246 98.33%
+# Correctly spam: 14758 36.31%
+# False positives: 1192 1.67%
+# False negatives: 25889 63.69%
+# TCR(l=50): 0.475465 SpamRecall: 36.308% SpamPrec: 92.527%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1917299&r1=1917298&r2=1917299&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Apr 24 02:56:15 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 570671 62.710% (99.540% of non-spam corpus)
-# Correctly spam: 278120 30.562% (82.598% of spam corpus)
-# False positives: 2635 0.290% (0.460% of nonspam, 112782 weighted)
-# False negatives: 58594 6.439% (17.402% of spam, 102009 weighted)
-# Average score for spam: 10.8 nonspam: -1.1
+# Correctly non-spam: 570641 62.706% (99.535% of non-spam corpus)
+# Correctly spam: 278022 30.551% (82.569% of spam corpus)
+# False positives: 2665 0.293% (0.465% of nonspam, 113753 weighted)
+# False negatives: 58691 6.449% (17.431% of spam, 102622 weighted)
+# Average score for spam: 10.9 nonspam: -1.2
# Average for false-pos: 7.3 false-neg: 1.7
-# TOTAL: 910020 100.00%
+# TOTAL: 910019 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 71246 99.55%
-# Correctly spam: 34710 82.70%
-# False positives: 322 0.45%
-# False negatives: 7260 17.30%
-# TCR(l=50): 1.796661 SpamRecall: 82.702% SpamPrec: 99.081%
+# Correctly non-spam: 71245 99.55%
+# Correctly spam: 34757 82.81%
+# False positives: 323 0.45%
+# False negatives: 7213 17.19%
+# TCR(l=50): 1.796430 SpamRecall: 82.814% SpamPrec: 99.079%
##### 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: 571149 99.62%
-# Correctly spam: 173651 51.57%
+# Correctly spam: 173707 51.59%
# False positives: 2157 0.38%
-# False negatives: 163063 48.43%
-# TCR(l=50): 1.242886 SpamRecall: 51.572% SpamPrec: 98.773%
+# False negatives: 163006 48.41%
+# TCR(l=50): 1.243144 SpamRecall: 51.589% SpamPrec: 98.773%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 71312 99.64%
-# Correctly spam: 21684 51.67%
+# Correctly spam: 21687 51.67%
# False positives: 256 0.36%
-# False negatives: 20286 48.33%
-# TCR(l=50): 1.268512 SpamRecall: 51.665% SpamPrec: 98.833%
+# False negatives: 20283 48.33%
+# TCR(l=50): 1.268627 SpamRecall: 51.673% SpamPrec: 98.833%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1917299&r1=1917298&r2=1917299&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Apr 24 02:56:15 2024
@@ -1,140 +1,139 @@
-# Using score set 0 logs for revision 1917261 from:
-# ham-ena-week0.r1917261.log ham-ena-week1.r1917261.log ham-ena-week2.r1917261.log ham-ena-week3.r1917261.log ham-ena-week4.r1917261.log ham-giovanni-ham.r1917261.log ham-giovanni-spammy.r1917261.log ham-giovanni-spam.r1917261.log ham-grenier.r1917261.log ham-hege.r1917261.log ham-jhardin.r1917261.log ham-llanga.r1917261.log ham-mmiroslaw-mails-ham.r1917261.log ham-mmiroslaw-mails-spam.r1917261.log ham-spamsponge.r1917261.log ham-tsz-corpus.r1917261.log ham-whyscream.r1917261.log spam-ena-week0.r1917261.log spam-ena-week1.r1917261.log spam-ena-week2.r1917261.log spam-ena-week3.r1917261.log spam-ena-week4.r1917261.log spam-giovanni-ham.r1917261.log spam-giovanni-spammy.r1917261.log spam-giovanni-spam.r1917261.log spam-grenier.r1917261.log spam-hege.r1917261.log spam-jhardin.r1917261.log spam-llanga.r1917261.log spam-mmiroslaw-mails-ham.r1917261.log spam-mmiroslaw-mails-spam.r1917261.log spam-spamsponge.r1917261.log spam-tsz-corpus.r1917261.log spam-whyscream.r1917261.log
+# Using score set 0 logs for revision 1917278 from:
+# ham-ena-week0.r1917278.log ham-ena-week1.r1917278.log ham-ena-week2.r1917278.log ham-ena-week3.r1917278.log ham-ena-week4.r1917278.log ham-giovanni-ham.r1917278.log ham-giovanni-spammy.r1917278.log ham-giovanni-spam.r1917278.log ham-grenier.r1917278.log ham-hege.r1917278.log ham-jhardin.r1917278.log ham-llanga.r1917278.log ham-mmiroslaw-mails-ham.r1917278.log ham-mmiroslaw-mails-spam.r1917278.log ham-spamsponge.r1917278.log ham-tsz-corpus.r1917278.log ham-whyscream.r1917278.log spam-ena-week0.r1917278.log spam-ena-week1.r1917278.log spam-ena-week2.r1917278.log spam-ena-week3.r1917278.log spam-ena-week4.r1917278.log spam-giovanni-ham.r1917278.log spam-giovanni-spammy.r1917278.log spam-giovanni-spam.r1917278.log spam-grenier.r1917278.log spam-hege.r1917278.log spam-jhardin.r1917278.log spam-llanga.r1917278.log spam-mmiroslaw-mails-ham.r1917278.log spam-mmiroslaw-mails-spam.r1917278.log spam-spamsponge.r1917278.log spam-tsz-corpus.r1917278.log spam-whyscream.r1917278.log
-score ACCT_PHISHING_MANY 2.552
+score ACCT_PHISHING_MANY 2.984
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.651
+score AC_POST_EXTRAS 0.165
score ADMITS_SPAM 3.199
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW 3.006
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.088
-score ADVANCE_FEE_4_NEW 2.551
+score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW 2.550
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW_MONEY 3.299
score ADVANCE_FEE_5_NEW 2.399
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.235
-score AD_PREFS 0.228
-score AMAZON_IMG_NOT_RCVD_AMZN 2.332
+score ADVANCE_FEE_5_NEW_MONEY 2.039
+score AD_PREFS 0.146
+score AMAZON_IMG_NOT_RCVD_AMZN 2.279
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 2.899
-score BIGNUM_EMAILS_FREEM 2.616
-score BITCOIN_DEADLINE 2.995
-score BITCOIN_EXTORT_01 3.398
-score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_ONAN 1.294
-score BITCOIN_PAY_ME 1.577
-score BITCOIN_SPAM_02 2.500
+score BIGNUM_EMAILS_FREEM 1.031
+score BITCOIN_DEADLINE 2.049
+score BITCOIN_EXTORT_01 3.399
+score BITCOIN_OBFU_SUBJ 1.072
+score BITCOIN_ONAN 2.124
+score BITCOIN_PAY_ME 2.601
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 0.001
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 2.561
-score BITCOIN_VISTA 3.499
+score BITCOIN_TOEQFM 3.499
+score BITCOIN_VISTA 3.088
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.201
-score BODY_URI_ONLY 2.337
+score BODY_SINGLE_URI 0.264
+score BODY_URI_ONLY 2.341
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.263
-score CANT_SEE_AD 2.207
-score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.091
-score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 2.850
+score BOGUS_MSM_HDRS 1.936
+score CANT_SEE_AD 2.201
+score CK_HELO_GENERIC 0.250
+score COMPENSATION 1.198
+score CTE_8BIT_MISMATCH 1.000
+score DEAR_BENEFICIARY 0.796
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.341
+score DYNAMIC_IMGUR 1.544
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.999
-score FBI_SPOOF 1.999
+score END_FUTURE_EMAILS 2.500
+score FBI_MONEY 0.023
+score FBI_SPOOF 1.485
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.172
+score FONT_INVIS_HTML_NOHTML 2.287
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.499
+score FONT_INVIS_MSGID 2.500
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 1.940
-score FORM_FRAUD 0.348
-score FORM_FRAUD_3 2.799
+score FONT_INVIS_POSTEXTRAS 2.424
+score FORM_FRAUD 0.354
+score FORM_FRAUD_3 2.999
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.250
+score FOUND_YOU 2.120
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 2.251
-score FROM_IN_TO_AND_SUBJ 1.699
+score FROM_ADDR_WS 2.250
+score FROM_IN_TO_AND_SUBJ 1.799
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.654
+score FROM_MISSP_EH_MATCH 1.685
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.673
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 0.559
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 2.000
-score FROM_UNBAL2 2.899
-score FROM_WSP_LEAD 1.849
+score FROM_UNBAL2 3.299
+score FROM_WSP_LEAD 2.649
score FROM_WSP_TRAIL 3.099
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.600
-score FUZZY_IMPORTANT 2.499
+score FUZZY_CLICK_HERE 3.599
+score FUZZY_IMPORTANT 2.599
score FUZZY_PRIVACY 2.799
-score GB_BITCOIN_CP 2.698
+score GB_BITCOIN_CP 2.422
score GB_CUSTOM_HTM_URI 1.036
-score GB_FAKE_RF_SHORT 1.940
+score GB_FAKE_RF_SHORT 1.937
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 2.498
+score GOOG_REDIR_NORDNS 2.496
score GOOG_STO_IMG_HTML 2.501
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 1.499
-score HDR_ORDER_FTSDMCXX_NORDNS 0.663
+score HDR_ORDER_FTSDMCXX_DIRECT 1.500
+score HDR_ORDER_FTSDMCXX_NORDNS 0.661
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.002
-score HK_NAME_FM_MR_MRS 1.347
+score HK_LOTTO 1.000
+score HK_NAME_FM_MR_MRS 1.230
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.335
+score HK_RANDOM_ENVFROM 0.103
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 0.165
+score HOSTED_IMG_DIRECT_MX 3.462
+score HOSTED_IMG_FREEM 0.218
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.282
+score HREF_EMPTY_NORDNS 0.168
score HTML_BADATTR 1.000
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.999
+score HTML_ENTITY_ASCII 2.794
+score HTML_FONT_TINY_NORDNS 2.000
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.403
+score HTML_TAG_BALANCE_CENTER 2.402
score HTML_TEXT_INVISIBLE_FONT 1.900
score HTML_TEXT_INVISIBLE_STYLE 0.001
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.296
+score KHOP_FAKE_EBAY 0.001
score KHOP_HELO_FCRDNS 0.399
score LIST_PARTIAL_SHORT_MSG 2.499
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 2.999
+score LONG_HEX_URI 3.000
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.687
+score LONG_INVISIBLE_TEXT 1.686
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
-score LOTTO_DEPT 2.000
-score MALFORMED_FREEMAIL 2.500
-score MANY_SUBDOM 2.599
-score MAY_BE_FORGED 1.999
+score LOTTO_DEPT 1.999
+score MALFORMED_FREEMAIL 2.583
+score MANY_SUBDOM 2.699
+score MAY_BE_FORGED 2.099
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
@@ -143,99 +142,99 @@ score MIXED_ES 1.7
score MIXED_HREF_CASE 1.940
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001
+score MONEY_FORM_SHORT 0.791
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.454
-score MONEY_FREEMAIL_REPTO 2.836
+score MONEY_FRAUD_8 1.096
+score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.001
+score MONEY_FROM_MISSP 0.001 # force non-zero
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.001
+score MSGID_NOFQDN1 0.001 # force non-zero
score NA_DOLLARS 0.001
-score NICE_REPLY_A -0.256
+score NICE_REPLY_A -2.643
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.359
+score NSL_RCVD_HELO_USER 0.001
score ODD_FREEM_REPTO 2.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.143
-score PDS_BTC_NTLD 1.999
+score PDS_BTC_MSGID 0.378
+score PDS_BTC_NTLD 1.352
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.948
-score PDS_FROM_NAME_TO_DOMAIN 1.452
-score PDS_HP_HELO_NORDNS 0.993
+score PDS_FRNOM_TODOM_NAKED_TO 0.585
+score PDS_FROM_NAME_TO_DOMAIN 1.330
+score PDS_HP_HELO_NORDNS 0.880
score PDS_OTHER_BAD_TLD 1.999
-score PHP_ORIG_SCRIPT 0.807
+score PHP_ORIG_SCRIPT 0.811
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.638
+score RATWARE_NO_RDNS 1.672
score READY_TO_SHIP 1.249
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 1.455
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 2.499
-score SCC_BOGUS_CTE_1 0.972
-score SCC_CANSPAM_1 2.113
-score SCC_CANSPAM_2 2.501
+score REPTO_419_FRAUD_GM 1.404
+score REPTO_419_FRAUD_GM_LOOSE 1.000
+score RISK_FREE 0.001
+score SCC_BOGUS_CTE_1 0.973
+score SCC_CANSPAM_1 2.235
+score SCC_CANSPAM_2 3.799
score SCC_ISEMM_LID_1B 1.499
-score SERGIO_SUBJECT_VIAGRA01 2.599
+score SERGIO_SUBJECT_VIAGRA01 2.699
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.001 # force non-zero
+score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.253
+score SPOOFED_FREEMAIL_NO_RDNS 0.367
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.001
+score STATIC_XPRIO_OLE 0.917
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
-score THIS_AD 2.042
-score THIS_IS_ADV_SUSP_NTLD 1.150
-score TINY_FLOAT 2.899
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
-score TO_EQ_FM_DOM_HTML_IMG 2.599
+score THIS_AD 1.941
+score THIS_IS_ADV_SUSP_NTLD 0.266
+score TINY_FLOAT 2.999
+score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DOM_HTML_IMG 2.086
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.499
+score TO_NAME_SUBJ_NO_RDNS 2.772
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.699
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 0.501
-score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_HTML_IMG 1.685
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 1.380
+score TO_NO_BRKTS_NORDNS_HTML 2.000
score TO_NO_BRKTS_PCNT 2.499
-score TVD_APPROVED 2.899
-score TVD_PH_7 2.446
+score TVD_APPROVED 2.900
+score TVD_PH_7 2.750
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 2.094
-score UNDISC_FREEM 2.999
+score TVD_SPACE_RATIO_MINFP 2.100
+score UNDISC_FREEM 3.000
score UNDISC_MONEY 3.399
-score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_ASC 2.500
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
+score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.999
-score URI_GOOG_STO_SPAMMY 2.999
score URI_IMG_CWINDOWSNET 3.136
-score URI_OBFU_TLD 0.774
+score URI_OBFU_TLD 0.688
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 2.399
+score URI_PHISH 2.654
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.838
-score VISTA_COST 0.558
+score VFY_ACCT_NORDNS 2.702
+score VISTA_COST 1.273
score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 3.299
+score WIKI_IMG 3.199
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_ONE_WORD 1.999
-score XM_RANDOM 2.500
-score XM_RECPTID 2.999
-score XPRIO 0.001
+score XM_RANDOM 2.499
+score XM_RECPTID 3.000
+score XPRIO 0.118
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
score YOU_INHERIT 2.999
@@ -281,6 +280,7 @@ score FACEBOOK_IMG_NOT_RCVD_FB 1.0
score FONT_INVIS_DOTGOV 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
+score FROM_MISSP_PHISH 1.000
score FROM_NTLD_LINKBAIT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_BITCOIN_NH 1.000
@@ -296,6 +296,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -379,9 +380,9 @@ score URI_ADOBESPARK 1.0
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
-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
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1917299&r1=1917298&r2=1917299&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Apr 24 02:56:15 2024
@@ -6,108 +6,109 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.419
-score ADMITS_SPAM 1.808
+score AC_POST_EXTRAS 0.479
+score ADMITS_SPAM 1.816
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 0.001
score ADVANCE_FEE_3_NEW 2.516
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.936
-score ADVANCE_FEE_4_NEW 3.169
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_3_NEW_MONEY 1.932
+score ADVANCE_FEE_4_NEW 3.255
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 # force non-zero
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 1.609
+score ADVANCE_FEE_5_NEW 1.926
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.106
-score AD_PREFS 0.162
+score ADVANCE_FEE_5_NEW_MONEY 1.120
+score AD_PREFS 0.379
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 2.999
-score BIGNUM_EMAILS_FREEM 1.961
-score BITCOIN_DEADLINE 1.665
-score BITCOIN_EXTORT_01 1.016
-score BITCOIN_MALWARE 1.104
+score BIGNUM_EMAILS_FREEM 2.958
+score BITCOIN_DEADLINE 1.058
+score BITCOIN_EXTORT_01 1.257
+score BITCOIN_MALWARE 2.462
score BITCOIN_OBFU_SUBJ 3.499
-score BITCOIN_ONAN 1.509
-score BITCOIN_PAY_ME 1.409
-score BITCOIN_SPAM_02 0.921
-score BITCOIN_SPAM_03 2.408
-score BITCOIN_SPAM_05 1.877
-score BITCOIN_SPAM_07 0.003
+score BITCOIN_ONAN 2.260
+score BITCOIN_PAY_ME 2.746
+score BITCOIN_SPAM_02 0.420
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 2.051
+score BITCOIN_SPAM_07 0.001
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 1.028
-score BITCOIN_VISTA 0.233
+score BITCOIN_TOEQFM 0.978
+score BITCOIN_VISTA 1.910
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.979
+score BITCOIN_YOUR_INFO 2.980
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 0.137
+score BODY_URI_ONLY 0.281
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.374
+score BOGUS_MSM_HDRS 2.102
score CANT_SEE_AD 2.499
score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
-score CTE_8BIT_MISMATCH 0.001
+score CTE_8BIT_MISMATCH 0.001 # force non-zero
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -0.670
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_HIGH -0.668
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 2.242
+score DYNAMIC_IMGUR 2.530
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.999
-score FBI_SPOOF 1.999
+score FBI_MONEY 1.915
+score FBI_SPOOF 0.493
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.309
-score FONT_INVIS_LONG_LINE 2.512
+score FONT_INVIS_HTML_NOHTML 1.993
+score FONT_INVIS_LONG_LINE 2.583
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.098
-score FONT_INVIS_POSTEXTRAS 2.980
-score FORGED_SPF_HELO 0.184
-score FORM_FRAUD 0.325
+score FONT_INVIS_NORDNS 1.263
+score FONT_INVIS_POSTEXTRAS 2.918
+score FORGED_SPF_HELO 0.214
+score FORM_FRAUD 0.373
score FORM_FRAUD_3 0.001
-score FORM_FRAUD_5 0.001 # force non-zero
-score FOUND_YOU 3.250
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_ADDR_WS 0.719
+score FORM_FRAUD_5 0.001
+score FOUND_YOU 3.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FROM_ADDR_WS 0.701
+score FROM_FMBLA_NEWDOM 1.500
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.999
score FROM_GOV_SPOOF 0.999
-score FROM_IN_TO_AND_SUBJ 0.535
+score FROM_IN_TO_AND_SUBJ 0.642
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.680
+score FROM_MISSP_DYNIP 0.678
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001 # force non-zero
+score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
-score FROM_MISSP_REPLYTO 0.110
+score FROM_MISSP_REPLYTO 0.114
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.799
+score FROM_NTLD_REPLY_FREEMAIL 1.585
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.399
-score FROM_WSP_LEAD 0.001
-score FROM_WSP_TRAIL 2.999
+score FROM_WSP_LEAD 0.001 # force non-zero
+score FROM_WSP_TRAIL 3.086
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.499
-score FUZZY_IMPORTANT 0.671
+score FUZZY_IMPORTANT 1.470
score FUZZY_PRIVACY 2.699
-score GB_BITCOIN_CP 2.589
-score GB_CUSTOM_HTM_URI 0.098
+score GB_BITCOIN_CP 2.225
+score GB_CUSTOM_HTM_URI 0.181
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_HASHBL_BTC 4.506
+score GB_HASHBL_BTC 4.600
score GOOG_MALWARE_DNLD 4.999
-score GOOG_REDIR_NORDNS 1.261
+score GOOG_REDIR_NORDNS 1.224
score GOOG_STO_IMG_HTML 2.226
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
@@ -115,40 +116,40 @@ score HDRS_MISSP 0.0
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.466
-score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.196
+score HELO_NO_DOMAIN 0.465
+score HK_LOTTO 0.770
+score HK_NAME_FM_MR_MRS 1.039
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.001 # force non-zero
+score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 3.301
-score HOSTED_IMG_FREEM 1.045
+score HOSTED_IMG_DIRECT_MX 2.614
+score HOSTED_IMG_FREEM 1.047
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 1.472
+score HREF_EMPTY_NORDNS 1.474
score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.048
+score HTML_ENTITY_ASCII 2.729
+score HTML_FONT_TINY_NORDNS 0.213
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 2.799
score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 2.194
+score HTML_TEXT_INVISIBLE_STYLE 2.028
score IMG_ONLY_FM_DOM_INFO 2.499
score KHOP_HELO_FCRDNS 0.258
-score LIST_PARTIAL_SHORT_MSG 1.163
+score LIST_PARTIAL_SHORT_MSG 1.165
score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.461
-score LONG_INVISIBLE_TEXT 1.939
+score LONG_IMG_URI 0.459
+score LONG_INVISIBLE_TEXT 1.864
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
-score MALFORMED_FREEMAIL 1.779
+score MALFORMED_FREEMAIL 1.781
score MANY_SUBDOM 2.599
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 0.001
+score MILLION_HUNDRED 0.001 # force non-zero
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
@@ -157,106 +158,106 @@ score MIXED_HREF_CASE 1.9
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_3 0.001 # force non-zero
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.935
+score MONEY_FRAUD_8 2.929
score MONEY_FREEMAIL_REPTO 0.001
-score MONEY_FROM_41 2.000
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.485
-score MSGID_NOFQDN1 1.942
+score MONEY_NOHTML 2.484
+score MSGID_NOFQDN1 1.946
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.751
+score NICE_REPLY_A -3.211
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.417
-score ODD_FREEM_REPTO 2.497
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.155
+score NSL_RCVD_HELO_USER 0.396
+score ODD_FREEM_REPTO 2.507
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 0.751
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.840
-score PDS_FROM_NAME_TO_DOMAIN 0.273
-score PDS_HELO_SPF_FAIL 1.746
+score PDS_FRNOM_TODOM_NAKED_TO 0.183
+score PDS_FROM_NAME_TO_DOMAIN 0.801
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.052
+score RATWARE_NO_RDNS 2.729
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
score READY_TO_SHIP 1.249
score REPTO_419_FRAUD 2.999
-score REPTO_419_FRAUD_GM 2.708
+score REPTO_419_FRAUD_GM 2.597
score RISK_FREE 0.001
-score SCC_BOGUS_CTE_1 3.270
+score SCC_BOGUS_CTE_1 3.265
score SCC_CANSPAM_1 0.001
-score SCC_CANSPAM_2 0.698
+score SCC_CANSPAM_2 0.688
score SCC_ISEMM_LID_1B 1.499
score SERGIO_SUBJECT_VIAGRA01 2.599
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.357
-score SHORT_IMG_SUSP_NTLD 0.431
+score SHORTENER_SHORT_IMG 1.350
+score SHORT_IMG_SUSP_NTLD 0.341
score SHORT_SHORTNER 0.001
-score SPOOFED_FREEMAIL 0.001 # force non-zero
+score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.569
+score SPOOFED_FREEM_REPTO 1.512
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.499
+score SUBJ_ATTENTION 0.500
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 1.997
-score THIS_AD 1.115
-score THIS_IS_ADV_SUSP_NTLD 0.585
+score TEQF_USR_POLITE 1.993
+score THIS_AD 1.101
+score THIS_IS_ADV_SUSP_NTLD 0.933
score TINY_FLOAT 2.799
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.354
-score TO_EQ_FM_DOM_HTML_ONLY 1.797
+score TO_EQ_FM_DOM_HTML_IMG 2.348
+score TO_EQ_FM_DOM_HTML_ONLY 1.806
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.985
+score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.904
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.887
+score TO_NO_BRKTS_HTML_IMG 1.892
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 0.565
+score TO_NO_BRKTS_NORDNS_HTML 0.598
score TO_NO_BRKTS_PCNT 2.499
score TVD_APPROVED 2.799
-score TVD_PH_7 2.023
-score TVD_SPACE_ENCODED 2.274
+score TVD_PH_7 2.026
+score TVD_SPACE_ENCODED 2.289
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.899
+score UNDISC_FREEM 2.999
score UNDISC_MONEY 3.399
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 1.999
+score URI_GOOGLE_PROXY 2.099
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.049
-score URI_ONLY_LOW_CONTRAST 2.159
-score URI_PHISH 1.198
+score URI_IMG_CWINDOWSNET 3.060
+score URI_ONLY_LOW_CONTRAST 2.173
+score URI_PHISH 1.160
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 2.904
-score URI_WP_HACKED_2 2.500
+score URI_WP_HACKED 2.894
+score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 0.291
-score VISTA_TONOM_EQ_TOLOC 1.371
+score VISTA_COST 1.254
+score VISTA_TONOM_EQ_TOLOC 1.314
score WIKI_IMG 3.199
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
-score XM_RECPTID 2.398
+score XM_RECPTID 2.397
score XPRIO 0.001
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.283
+score YOU_INHERIT 1.346
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -303,7 +304,6 @@ score FREEM_FRNUM_UNICD_EMPTY 1.0
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
-score FROM_FMBLA_NEWDOM 1.000
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_NEWDOM_BTC 1.000
score FROM_NTLD_LINKBAIT 1.000
@@ -322,6 +322,7 @@ score GOOG_STO_HTML_PHISH_MANY 1.0
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1917299&r1=1917298&r2=1917299&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Apr 24 02:56:15 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 567830 63.280% (99.414% of non-spam corpus)
-# Correctly spam: 249879 27.847% (76.614% of spam corpus)
-# False positives: 3347 0.373% (0.586% of nonspam, 58338 weighted)
-# False negatives: 76274 8.500% (23.386% of spam, 138571 weighted)
-# Average score for spam: 7.4 nonspam: 0.5
+# Correctly non-spam: 569185 63.339% (99.432% of non-spam corpus)
+# Correctly spam: 251270 27.961% (77.031% of spam corpus)
+# False positives: 3251 0.362% (0.568% of nonspam, 56318 weighted)
+# False negatives: 74923 8.337% (22.969% of spam, 137382 weighted)
+# Average score for spam: 7.6 nonspam: 0.4
# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 897330 100.00%
+# TOTAL: 898629 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 70863 99.41%
-# Correctly spam: 31299 77.01%
-# False positives: 421 0.59%
-# False negatives: 9343 22.99%
-# TCR(l=50): 1.337216 SpamRecall: 77.011% SpamPrec: 98.673%
+# Correctly non-spam: 70977 99.35%
+# Correctly spam: 31385 77.21%
+# False positives: 461 0.65%
+# False negatives: 9262 22.79%
+# TCR(l=50): 1.257954 SpamRecall: 77.214% SpamPrec: 98.552%
##### 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: 561544 98.31%
-# Correctly spam: 117593 36.05%
-# False positives: 9633 1.69%
-# False negatives: 208560 63.95%
-# TCR(l=50): 0.472542 SpamRecall: 36.055% SpamPrec: 92.428%
+# Correctly non-spam: 562795 98.32%
+# Correctly spam: 119441 36.62%
+# False positives: 9641 1.68%
+# False negatives: 206752 63.38%
+# TCR(l=50): 0.473566 SpamRecall: 36.617% SpamPrec: 92.531%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 70080 98.31%
-# Correctly spam: 14795 36.40%
-# False positives: 1204 1.69%
-# False negatives: 25847 63.60%
-# TCR(l=50): 0.472323 SpamRecall: 36.403% SpamPrec: 92.475%
+# Correctly non-spam: 70246 98.33%
+# Correctly spam: 14758 36.31%
+# False positives: 1192 1.67%
+# False negatives: 25889 63.69%
+# TCR(l=50): 0.475465 SpamRecall: 36.308% SpamPrec: 92.527%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1917299&r1=1917298&r2=1917299&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Apr 24 02:56:15 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 570671 62.710% (99.540% of non-spam corpus)
-# Correctly spam: 278120 30.562% (82.598% of spam corpus)
-# False positives: 2635 0.290% (0.460% of nonspam, 112782 weighted)
-# False negatives: 58594 6.439% (17.402% of spam, 102009 weighted)
-# Average score for spam: 10.8 nonspam: -1.1
+# Correctly non-spam: 570641 62.706% (99.535% of non-spam corpus)
+# Correctly spam: 278022 30.551% (82.569% of spam corpus)
+# False positives: 2665 0.293% (0.465% of nonspam, 113753 weighted)
+# False negatives: 58691 6.449% (17.431% of spam, 102622 weighted)
+# Average score for spam: 10.9 nonspam: -1.2
# Average for false-pos: 7.3 false-neg: 1.7
-# TOTAL: 910020 100.00%
+# TOTAL: 910019 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 71246 99.55%
-# Correctly spam: 34710 82.70%
-# False positives: 322 0.45%
-# False negatives: 7260 17.30%
-# TCR(l=50): 1.796661 SpamRecall: 82.702% SpamPrec: 99.081%
+# Correctly non-spam: 71245 99.55%
+# Correctly spam: 34757 82.81%
+# False positives: 323 0.45%
+# False negatives: 7213 17.19%
+# TCR(l=50): 1.796430 SpamRecall: 82.814% SpamPrec: 99.079%
##### 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: 571149 99.62%
-# Correctly spam: 173651 51.57%
+# Correctly spam: 173707 51.59%
# False positives: 2157 0.38%
-# False negatives: 163063 48.43%
-# TCR(l=50): 1.242886 SpamRecall: 51.572% SpamPrec: 98.773%
+# False negatives: 163006 48.41%
+# TCR(l=50): 1.243144 SpamRecall: 51.589% SpamPrec: 98.773%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 71312 99.64%
-# Correctly spam: 21684 51.67%
+# Correctly spam: 21687 51.67%
# False positives: 256 0.36%
-# False negatives: 20286 48.33%
-# TCR(l=50): 1.268512 SpamRecall: 51.665% SpamPrec: 98.833%
+# False negatives: 20283 48.33%
+# TCR(l=50): 1.268627 SpamRecall: 51.673% SpamPrec: 98.833%