Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1914901&r1=1914900&r2=1914901&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Dec 24 02:42:48 2023
@@ -7,214 +7,211 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 2.599
+score ADMITS_SPAM 2.699
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.004
+score ADVANCE_FEE_3_NEW 3.005
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.253
+score ADVANCE_FEE_4_NEW 2.399
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.195
-score AD_PREFS 0.456
+score ADVANCE_FEE_5_NEW_MONEY 0.001
+score AD_PREFS 0.062
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 2.812
-score BITCOIN_MALF_HTML 0.001
+score BITCOIN_EXTORT_01 2.809
+score BITCOIN_MALF_HTML 0.001 # force non-zero
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_07 0.001
score BITCOIN_TOEQFM 3.499
-score BITCOIN_VISTA 0.304
-score BITCOIN_XPRIO 1.828
-score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 0.001 # force non-zero
+score BITCOIN_VISTA 0.550
+score BITCOIN_XPRIO 2.480
+score BODY_SINGLE_URI 2.497
+score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 2.999
-score BOGUS_MIME_VERSION 3.499
+score BOGUS_MIME_VERSION 2.798
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
-score CONTENT_AFTER_HTML 1.936
+score CONTENT_AFTER_HTML 1.938
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.972
+score DEAR_BENEFICIARY 0.974
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 3.494
-score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
+score DYNAMIC_IMGUR 2.489
+score ENCRYPTED_MESSAGE -1.000
+score END_FUTURE_EMAILS 2.500
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.388
-score FONT_INVIS_DIRECT 0.148
+score FILL_THIS_FORM 0.390
+score FONT_INVIS_DIRECT 0.146
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.861
+score FONT_INVIS_NORDNS 0.859
score FONT_INVIS_POSTEXTRAS 2.884
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.001 # force non-zero
-score FORM_FRAUD_5 2.408
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 2.444
-score FROM_IN_TO_AND_SUBJ 1.599
+score FORM_FRAUD_3 0.001
+score FORM_FRAUD_5 2.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 2.151
+score FROM_IN_TO_AND_SUBJ 1.600
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 2.680
-score FROM_MISSP_EH_MATCH 0.001 # force non-zero
+score FROM_MISSP_DYNIP 0.543
+score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 3.399
-score FROM_MISSP_MSFT 0.834
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.802
+score FROM_MISSP_TO_UNDISC 2.570
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 0.001 # force non-zero
+score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.305
+score FROM_UNBAL1 2.599
score FROM_WSP_TRAIL 2.499
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 2.999
score FSL_HELO_FAKE 2.699
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 1.956
-score FUZZY_BITCOIN 1.613
-score FUZZY_IMPORTANT 2.458
+score FUZZY_AMAZON 2.160
+score FUZZY_BITCOIN 1.728
+score FUZZY_IMPORTANT 2.475
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.256
+score GB_BITCOIN_CP 1.035
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.290
-score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 2.886
-score GOOG_REDIR_NORDNS 1.999
+score GB_FAKE_RF_SHORT 1.292
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GOOG_MALWARE_DNLD 1.350
+score GOOG_REDIR_NORDNS 2.036
score GOOG_STO_IMG_HTML 2.500
-score GOOG_STO_NOIMG_HTML 2.682
+score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
+score HDRS_MISSP 2.500
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.249
+score HELO_MISC_IP 0.250
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.241
-score HK_SPAMMY_FILENAME 2.299
-score HOSTED_IMG_DIRECT_MX 2.901
+score HK_SPAMMY_FILENAME 2.399
+score HOSTED_IMG_DIRECT_MX 2.902
score HOSTED_IMG_FREEM 2.288
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.150
-score HTML_BADATTR 0.999
+score HREF_EMPTY_NORDNS 0.147
+score HTML_BADATTR 1.000
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.637
+score HTML_FONT_TINY_NORDNS 1.639
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.342
-score HTML_TEXT_INVISIBLE_STYLE 1.341
+score HTML_TEXT_INVISIBLE_FONT 1.350
+score HTML_TEXT_INVISIBLE_STYLE 1.354
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.400
-score LIST_PARTIAL_SHORT_MSG 2.500
+score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.638
+score LONG_IMG_URI 1.641
score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.435
+score MALFORMED_FREEMAIL 2.434
score MANY_SUBDOM 3.099
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.491
+score MILLION_USD 0.676
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_CENTER_CASE 2.499
score MIXED_ES 2.099
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 2.594
+score MONEY_ATM_CARD 2.599
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 0.784
-score MONEY_FRAUD_5 2.899
-score MONEY_FRAUD_8 0.520
-score MONEY_FREEMAIL_REPTO 3.000
-score MONEY_FROM_41 0.942
+score MONEY_FRAUD_3 0.793
+score MONEY_FRAUD_5 2.799
+score MONEY_FRAUD_8 2.199
+score MONEY_FREEMAIL_REPTO 2.999
+score MONEY_FROM_41 0.938
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.684
-score NO_FM_NAME_IP_HOSTN 1.616
+score NICE_REPLY_A -3.084
+score NO_FM_NAME_IP_HOSTN 1.461
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001 # force non-zero
-score NUMBERONLY_BITCOIN_EXP 0.249
-score OBFU_BITCOIN 0.504
+score NSL_RCVD_HELO_USER 0.001
+score NUMBERONLY_BITCOIN_EXP 1.372
+score OBFU_BITCOIN 0.375
score OBFU_TEXT_ATTACH 1.499
score OBFU_UNSUB_UL 2.699
score ODD_FREEM_REPTO 2.999
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.001
+score PDS_BTC_MSGID 0.001 # force non-zero
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.036
-score PDS_FROM_NAME_TO_DOMAIN 1.202
+score PDS_FRNOM_TODOM_NAKED_TO 1.141
+score PDS_FROM_NAME_TO_DOMAIN 1.045
score PDS_HP_HELO_NORDNS 0.999
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHP_EVAL 0.452
+score PDS_PHP_EVAL 0.904
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_X_PHP_WELLKNOWN 0.999
-score PHP_ORIG_SCRIPT_EVAL 1.198
+score PHP_ORIG_SCRIPT_EVAL 0.888
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.951
-score REPTO_419_FRAUD_GM_LOOSE 0.998
+score RATWARE_NO_RDNS 1.404
+score REPTO_419_FRAUD_GM_LOOSE 0.774
score RISK_FREE 0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_1 2.299
score SCC_CANSPAM_2 3.799
score SCC_ISEMM_LID_1B 1.499
-score SCC_NEWBIE_HASBEENS 2.001
-score SCC_SPAMMER_ADDR_2 2.101
+score SCC_NEWBIE_HASBEENS 2.012
+score SCC_SPAMMER_ADDR_2 1.913
score SENDGRID_REDIR 1.499
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.086
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.088
score SHORTENED_URL_SRC 2.599
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.869
+score SPOOFED_FREEMAIL_NO_RDNS 0.867
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.416
-score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_FROM 2.000
+score STATIC_XPRIO_OLE 1.420
+score SUBJ_ATTENTION 0.500
+score SUSP_UTF8_WORD_FROM 1.999
score THIS_AD 1.299
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 2.299
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.526
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.519
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.759
+score TO_NO_BRKTS_HTML_IMG 1.778
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.497
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_HEX 2.300
-score TVD_SPACE_ENCODED 2.497
-score TVD_SPACE_RATIO_MINFP 2.500
+score TO_NO_BRKTS_PCNT 2.500
+score TVD_SPACE_ENCODED 2.499
+score TVD_SPACE_RATIO_MINFP 2.499
score UNDISC_FREEM 2.799
score UNDISC_MONEY 2.999
-score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
-score URI_AZURE_CLOUDAPP 2.999
-score URI_DOTEDU 0.305
+score UNICODE_OBFU_ZW_MANY 0.001
+score URI_AZURE_CLOUDAPP 3.000
+score URI_DOTEDU 0.306
score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 4.000
+score URI_PHISH 3.999
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
+score URI_WP_HACKED 3.500
score VFY_ACCT_NORDNS 2.999
-score VISTA_TONOM_EQ_TOLOC 2.500
+score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 3.199
-score WORD_INVIS 1.582
+score WORD_INVIS 1.583
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 2.013
+score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XM_DIGITS_ONLY 0.725
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XM_UC_ONLY 2.499
-score XPRIO 2.121
+score XPRIO 1.468
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -362,7 +359,6 @@ score TAGSTAT_IMG_NOT_RCVD_TGST 1.0
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ASC 1.000
@@ -380,6 +376,7 @@ score URI_OPTOUT_3LD 1.0
score URI_PHP_REDIR 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 VISTA_COST 1.000
score VPS_NO_NTLD 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914901&r1=1914900&r2=1914901&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Dec 24 02:42:48 2023
@@ -1,205 +1,203 @@
-# Using score set 1 logs for revision 1914705 from:
-# ham-net-ena-week0.r1914705.log ham-net-ena-week1.r1914705.log ham-net-ena-week3.r1914705.log ham-net-ena-week4.r1914705.log ham-net-giovanni-ham.r1914705.log ham-net-giovanni-spammy.r1914705.log ham-net-giovanni-spam.r1914705.log ham-net-grenier.r1914705.log ham-net-hege.r1914705.log ham-net-jhardin.r1914705.log ham-net-llanga.r1914705.log ham-net-mmiroslaw-mails-ham.r1914705.log ham-net-mmiroslaw-mails-spam.r1914705.log ham-net-spamsponge.r1914705.log ham-net-whyscream.r1914705.log spam-net-ena-week0.r1914705.log spam-net-ena-week1.r1914705.log spam-net-ena-week3.r1914705.log spam-net-ena-week4.r1914705.log spam-net-giovanni-ham.r1914705.log spam-net-giovanni-spammy.r1914705.log spam-net-giovanni-spam.r1914705.log spam-net-grenier.r1914705.log spam-net-hege.r1914705.log spam-net-jhardin.r1914705.log spam-net-llanga.r1914705.log spam-net-mmiroslaw-mails-ham.r1914705.log spam-net-mmiroslaw-mails-spam.r1914705.log spam-net-spamsponge.r1914705.log spam-net-whyscream.r1914705.log
+# Using score set 1 logs for revision 1914880 from:
+# ham-net-ena-week0.r1914880.log ham-net-ena-week1.r1914880.log ham-net-ena-week2.r1914880.log ham-net-ena-week3.r1914880.log ham-net-ena-week4.r1914880.log ham-net-giovanni-ham.r1914880.log ham-net-giovanni-spammy.r1914880.log ham-net-giovanni-spam.r1914880.log ham-net-grenier.r1914880.log ham-net-hege.r1914880.log ham-net-jhardin.r1914880.log ham-net-llanga.r1914880.log ham-net-mmiroslaw-mails-ham.r1914880.log ham-net-mmiroslaw-mails-spam.r1914880.log ham-net-spamsponge.r1914880.log ham-net-whyscream.r1914880.log spam-net-ena-week0.r1914880.log spam-net-ena-week1.r1914880.log spam-net-ena-week2.r1914880.log spam-net-ena-week3.r1914880.log spam-net-ena-week4.r1914880.log spam-net-giovanni-ham.r1914880.log spam-net-giovanni-spammy.r1914880.log spam-net-giovanni-spam.r1914880.log spam-net-grenier.r1914880.log spam-net-hege.r1914880.log spam-net-jhardin.r1914880.log spam-net-llanga.r1914880.log spam-net-mmiroslaw-mails-ham.r1914880.log spam-net-mmiroslaw-mails-spam.r1914880.log spam-n
et-spamsponge.r1914880.log spam-net-whyscream.r1914880.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 1.624
-score ADMITS_SPAM 2.400
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 1.503
+score ADMITS_SPAM 1.697
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.284
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.199
-score ADVANCE_FEE_4_NEW_MONEY 2.400
+score ADVANCE_FEE_4_NEW_MONEY 0.695
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.169
-score AD_PREFS 0.122
+score ADVANCE_FEE_5_NEW_MONEY 1.108
+score AD_PREFS 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 0.300
-score BITCOIN_EXTORT_02 1.733
-score BITCOIN_MALF_HTML 0.001
-score BITCOIN_ONAN 2.267
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 1.927
-score BITCOIN_SPAM_07 1.382
-score BITCOIN_TOEQFM 1.779
+score BITCOIN_EXTORT_01 2.008
+score BITCOIN_MALF_HTML 2.812
+score BITCOIN_ONAN 1.933
+score BITCOIN_SPAM_02 2.497
+score BITCOIN_SPAM_05 1.327
+score BITCOIN_SPAM_07 0.001
+score BITCOIN_TOEQFM 2.498
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.442
-score BITCOIN_YOUR_INFO 3.000
+score BITCOIN_XPRIO 1.467
+score BITCOIN_YOUR_INFO 2.706
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.691
-score CK_HELO_GENERIC 0.249
+score BODY_URI_ONLY 0.213
+score CK_HELO_GENERIC 0.248
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.866
-score DKIMWL_WL_HIGH -0.061
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DEAR_BENEFICIARY 1.873
+score DKIMWL_WL_HIGH -2.594
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 3.956
-score END_FUTURE_EMAILS 2.500
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.499
+score DYNAMIC_IMGUR 3.530
+score END_FUTURE_EMAILS 2.497
+score FILL_THIS_FORM 0.458
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.227
-score FONT_INVIS_NORDNS 1.075
-score FONT_INVIS_POSTEXTRAS 2.189
-score FORGED_SPF_HELO 3.000
-score FORM_FRAUD 0.999
-score FORM_FRAUD_5 1.537
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.325
-score FROM_IN_TO_AND_SUBJ 1.499
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.332
+score FONT_INVIS_LONG_LINE 2.996
+score FONT_INVIS_MSGID 1.255
+score FONT_INVIS_NORDNS 1.247
+score FONT_INVIS_POSTEXTRAS 2.305
+score FORGED_SPF_HELO 2.979
+score FORM_FRAUD 0.998
+score FORM_FRAUD_5 1.228
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 2.996
+score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.456
+score FROM_IN_TO_AND_SUBJ 1.383
+score FROM_MISSPACED 1.997
+score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 1.649
-score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 3.820
+score FROM_MISSP_MSFT 1.345
+score FROM_MISSP_REPLYTO 1.647
+score FROM_MISSP_SPF_FAIL 1.579
+score FROM_MISSP_TO_UNDISC 3.673
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.499
-score FROM_PAYPAL_SPOOF 0.625
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.299
-score FROM_WSP_TRAIL 2.299
-score FSL_BULK_SIG 1.585
+score FROM_MISSP_XPRIO 0.938
+score FROM_PAYPAL_SPOOF 0.410
+score FROM_SUSPICIOUS_NTLD 0.259
+score FROM_SUSPICIOUS_NTLD_FP 1.455
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.399
-score FSL_HELO_FAKE 1.299
-score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FUZZY_AMAZON 2.499
-score FUZZY_BITCOIN 2.018
-score FUZZY_IMPORTANT 2.399
-score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 0.788
-score GB_CUSTOM_HTM_URI 1.399
-score GB_FAKE_RF_SHORT 1.094
+score FSL_HAS_TINYURL 2.397
+score FSL_HELO_FAKE 1.198
+score FSL_NEW_HELO_USER 0.001
+score FUZZY_AMAZON 2.497
+score FUZZY_BITCOIN 1.243
+score FUZZY_IMPORTANT 0.031
+score FUZZY_WALLET 1.797
+score GB_BITCOIN_CP 1.734
+score GB_CUSTOM_HTM_URI 1.498
+score GB_FAKE_RF_SHORT 1.131
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 0.001
-score GOOG_REDIR_NORDNS 0.267
-score GOOG_STO_IMG_HTML 2.722
-score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
+score GB_HASHBL_BTC 0.359
+score GOOG_REDIR_NORDNS 0.001
+score GOOG_STO_IMG_HTML 2.522
+score GOOG_STO_NOIMG_HTML 2.996
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.250
+score HELO_MISC_IP 0.248
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 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.959
-score HOSTED_IMG_FREEM 2.431
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 0.999
+score HK_NAME_FM_MR_MRS 1.498
+score HK_NAME_MR_MRS 0.998
+score HK_RANDOM_ENVFROM 0.998
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
+score HK_SCAM 1.997
+score HOSTED_IMG_DIRECT_MX 3.497
+score HOSTED_IMG_FREEM 3.007
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_BADATTR 0.998
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.424
-score HTML_TEXT_INVISIBLE_STYLE 3.499
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.260
-score LIST_PARTIAL_SHORT_MSG 2.170
-score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.999
-score LONG_INVISIBLE_TEXT 2.730
+score HTML_SINGLET_MANY 2.497
+score HTML_TEXT_INVISIBLE_FONT 1.299
+score HTML_TEXT_INVISIBLE_STYLE 2.416
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_HELO_FCRDNS 0.258
+score LIST_PARTIAL_SHORT_MSG 1.540
+score LONG_HEX_URI 2.996
+score LONG_IMG_URI 2.996
+score LONG_INVISIBLE_TEXT 2.692
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.199
-score MALWARE_NORDNS 1.002
+score LOTTO_DEPT 1.997
+score MALFORMED_FREEMAIL 2.397
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.742
+score MILLION_USD 1.997
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.199
-score MIXED_ES 2.099
-score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 2.144
+score MIXED_CENTER_CASE 1.637
+score MIXED_ES 2.197
+score MIXED_HREF_CASE 1.997
+score MONEY_ATM_CARD 1.309
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
+score MONEY_FORM_SHORT 2.497
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.599
-score MONEY_FRAUD_8 1.327
-score MONEY_FREEMAIL_REPTO 1.986
+score MONEY_FRAUD_5 2.596
+score MONEY_FRAUD_8 1.176
+score MONEY_FREEMAIL_REPTO 1.391
score MONEY_FROM_MISSP 0.001
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.840
+score NA_DOLLARS 1.498
+score NICE_REPLY_A -1.463
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.354
-score OBFU_BITCOIN 1.704
-score OBFU_TEXT_ATTACH 1.599
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.001 # force non-zero
-score PDS_BTC_MSGID 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.300
+score OBFU_BITCOIN 1.450
+score OBFU_TEXT_ATTACH 1.597
+score ODD_FREEM_REPTO 2.244
+score PDS_BAD_THREAD_QP_64 0.998
+score PDS_BTC_ID 0.036
+score PDS_BTC_MSGID 0.001
score PDS_EMPTYSUBJ_URISHRT 1.499
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_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
-score PDS_NAKED_TO_NUMERO 2.000
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_TINYSUBJ_URISHRT 1.499
-score PHP_SCRIPT 2.400
+score PDS_FRNOM_TODOM_NAKED_TO 1.498
+score PDS_FROM_2_EMAILS 1.098
+score PDS_FROM_NAME_TO_DOMAIN 1.997
+score PDS_HELO_SPF_FAIL 1.997
+score PDS_HP_HELO_NORDNS 0.001
+score PDS_NAKED_TO_NUMERO 1.997
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_TINYSUBJ_URISHRT 1.498
+score PHP_SCRIPT 2.293
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.175
-score RCVD_IN_MSPIKE_H2 -0.001
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 0.762
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_2 2.900
-score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 0.717
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 1.472
-score SHORT_SHORTNER 2.000
+score SCC_BODY_URI_ONLY 2.053
+score SCC_CANSPAM_2 2.996
+score SCC_ISEMM_LID_1B 1.498
+score SCC_NEWBIE_HASBEENS 2.891
+score SCC_SPAMMER_ADDR_2 0.130
+score SENDGRID_REDIR 1.065
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENED_URL_SRC 2.397
+score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 0.001
-score STATIC_XPRIO_OLE 1.271
-score SUBJ_ATTENTION 0.500
-score THIS_AD 0.799
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.499
-score TO_EQ_FM_DOM_SPF_FAIL 0.735
-score TO_EQ_FM_SPF_FAIL 0.165
-score TO_IN_SUBJ 0.099
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.904
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.227
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEM_REPTO 1.540
+score STATIC_XPRIO_OLE 0.773
+score SUBJ_ATTENTION 0.498
+score THIS_AD 0.698
+score TO_EQ_FM_DIRECT_MX 2.497
+score TO_EQ_FM_DOM_SPF_FAIL 1.134
+score TO_EQ_FM_HTML_ONLY 0.132
+score TO_EQ_FM_SPF_FAIL 0.478
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.929
+score TO_NO_BRKTS_FROM_MSSP 2.497
+score TO_NO_BRKTS_HTML_IMG 1.997
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_MSFT 2.273
+score TO_NO_BRKTS_NORDNS_HTML 1.997
+score TO_NO_BRKTS_PCNT 2.443
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.599
-score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ZW_MANY 2.999
-score URI_DOTEDU 0.144
-score URI_GOOGLE_PROXY 1.699
-score URI_PHISH 3.999
-score URI_PHP_REDIR 2.269
-score URI_TRY_3LD 1.999
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 2.499
-score VISTA_TONOM_EQ_TOLOC 2.500
-score WIKI_IMG 2.099
-score WORD_INVIS 1.895
-score WORD_INVIS_MANY 3.000
+score UNDISC_FREEM 2.596
+score UNDISC_MONEY 2.796
+score UNICODE_OBFU_ZW_MANY 0.491
+score URI_DOTEDU 1.997
+score URI_GOOGLE_PROXY 1.697
+score URI_PHISH 3.995
+score URI_TRY_3LD 1.997
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.996
+score VISTA_TONOM_EQ_TOLOC 2.497
+score WIKI_IMG 1.997
+score WORD_INVIS 1.912
+score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001 # force non-zero
-score XM_DIGITS_ONLY 1.327
-score XM_RANDOM 2.499
-score XM_UC_ONLY 2.499
+score XM_DIGITS_ONLY 2.129
+score XM_RANDOM 2.497
+score XM_UC_ONLY 2.497
score XPRIO 0.001
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -223,6 +221,7 @@ score BIGNUM_EMAILS_FREEM 1.0
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_DEADLINE 1.000
+score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_MALWARE 1.000
score BITCOIN_OBFU_SUBJ 1.000
@@ -256,6 +255,7 @@ score DSN_NO_MIMEVERSION 1.0
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENCRYPTED_MESSAGE -1.000
score ENVFROM_GOOG_TRIX 1.000
+score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
@@ -265,7 +265,7 @@ 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_NEWDOM14 1.000
+score FROM_FMBLA_NEWDOM 1.000
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_GOV_SPOOF 1.000
score FROM_NEWDOM_BTC 1.000
@@ -286,6 +286,7 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
+score HAS_X_OUTGOING_SPAM_STAT 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -307,9 +308,11 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
+score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
+score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
-score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
@@ -323,7 +326,6 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score NUMBERONLY_BITCOIN_EXP 1.000
-score ODD_FREEM_REPTO 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
score PDS_PHP_EVAL 1.000
score PDS_X_PHP_WELLKNOWN 1.000
@@ -377,7 +379,6 @@ score TAGSTAT_IMG_NOT_RCVD_TGST 1.0
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
-score TO_NAME_SUBJ_NO_RDNS 1.000
score TVD_SPACE_ENCODED 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
@@ -396,10 +397,11 @@ score URI_IMG_WP_REDIR 1.0
score URI_LONG_REPEAT 1.000
score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
+score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
-score URI_WP_HACKED 1.000
score USB_DRIVES 1.000
+score VISTA_COST 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score XM_LIGHT_HEAVY 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914901&r1=1914900&r2=1914901&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Dec 24 02:42:48 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 464248 61.751% (99.216% of non-spam corpus)
-# Correctly spam: 177942 23.669% (62.679% of spam corpus)
-# False positives: 3667 0.488% (0.784% of nonspam, 73815 weighted)
-# False negatives: 105952 14.093% (37.321% of spam, 216221 weighted)
-# Average score for spam: 7.0 nonspam: 0.6
+# Correctly non-spam: 464215 61.746% (99.209% of non-spam corpus)
+# Correctly spam: 177974 23.673% (62.691% of spam corpus)
+# False positives: 3700 0.492% (0.791% of nonspam, 74028 weighted)
+# False negatives: 105919 14.089% (37.309% of spam, 215761 weighted)
+# Average score for spam: 6.9 nonspam: 0.6
# Average for false-pos: 6.6 false-neg: 2.0
-# TOTAL: 751809 100.00%
+# TOTAL: 751808 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57936 99.22%
-# Correctly spam: 22021 62.02%
-# False positives: 453 0.78%
-# False negatives: 13487 37.98%
-# TCR(l=50): 0.982594 SpamRecall: 62.017% SpamPrec: 97.984%
+# Correctly non-spam: 57931 99.22%
+# Correctly spam: 21946 61.81%
+# False positives: 458 0.78%
+# False negatives: 13562 38.19%
+# TCR(l=50): 0.973836 SpamRecall: 61.806% SpamPrec: 97.956%
##### 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: 455439 97.33%
-# Correctly spam: 116314 40.97%
+# Correctly spam: 116443 41.02%
# False positives: 12476 2.67%
-# False negatives: 167580 59.03%
-# TCR(l=50): 0.358733 SpamRecall: 40.971% SpamPrec: 90.313%
+# False negatives: 167450 58.98%
+# TCR(l=50): 0.358791 SpamRecall: 41.017% SpamPrec: 90.323%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 56789 97.26%
-# Correctly spam: 14506 40.85%
+# Correctly spam: 14486 40.80%
# False positives: 1600 2.74%
-# False negatives: 21002 59.15%
-# TCR(l=50): 0.351557 SpamRecall: 40.853% SpamPrec: 90.066%
+# False negatives: 21022 59.20%
+# TCR(l=50): 0.351488 SpamRecall: 40.796% SpamPrec: 90.053%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914901&r1=1914900&r2=1914901&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Dec 24 02:42:48 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 407068 84.615% (99.328% of non-spam corpus)
-# Correctly spam: 30271 6.292% (42.481% of spam corpus)
-# False positives: 2754 0.572% (0.672% of nonspam, 30633 weighted)
-# False negatives: 40987 8.520% (57.519% of spam, 67354 weighted)
-# Average score for spam: 5.9 nonspam: -0.9
-# Average for false-pos: 6.4 false-neg: 1.6
-# TOTAL: 481080 100.00%
+# Correctly non-spam: 443116 82.686% (99.363% of non-spam corpus)
+# Correctly spam: 47624 8.887% (52.946% of spam corpus)
+# False positives: 2841 0.530% (0.637% of nonspam, 36962 weighted)
+# False negatives: 42324 7.898% (47.054% of spam, 66173 weighted)
+# Average score for spam: 6.4 nonspam: -1.5
+# Average for false-pos: 6.5 false-neg: 1.6
+# TOTAL: 535905 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 50763 99.34%
-# Correctly spam: 3839 42.74%
-# False positives: 339 0.66%
-# False negatives: 5143 57.26%
-# TCR(l=50): 0.406554 SpamRecall: 42.741% SpamPrec: 91.886%
+# Correctly non-spam: 55263 99.38%
+# Correctly spam: 5973 52.53%
+# False positives: 346 0.62%
+# False negatives: 5398 47.47%
+# TCR(l=50): 0.500969 SpamRecall: 52.528% SpamPrec: 94.524%
##### 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: 408145 99.59%
-# Correctly spam: 14675 20.59%
-# False positives: 1677 0.41%
-# False negatives: 56583 79.41%
-# TCR(l=50): 0.507416 SpamRecall: 20.594% SpamPrec: 89.744%
+# Correctly non-spam: 444141 99.59%
+# Correctly spam: 19539 21.72%
+# False positives: 1816 0.41%
+# False negatives: 70409 78.28%
+# TCR(l=50): 0.557959 SpamRecall: 21.723% SpamPrec: 91.496%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 50903 99.61%
-# Correctly spam: 1852 20.62%
-# False positives: 199 0.39%
-# False negatives: 7130 79.38%
-# TCR(l=50): 0.525878 SpamRecall: 20.619% SpamPrec: 90.297%
+# Correctly non-spam: 55381 99.59%
+# Correctly spam: 2480 21.81%
+# False positives: 228 0.41%
+# False negatives: 8891 78.19%
+# TCR(l=50): 0.560396 SpamRecall: 21.810% SpamPrec: 91.581%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1914901&r1=1914900&r2=1914901&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Dec 24 02:42:48 2023
@@ -7,214 +7,211 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 2.599
+score ADMITS_SPAM 2.699
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.004
+score ADVANCE_FEE_3_NEW 3.005
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.253
+score ADVANCE_FEE_4_NEW 2.399
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.195
-score AD_PREFS 0.456
+score ADVANCE_FEE_5_NEW_MONEY 0.001
+score AD_PREFS 0.062
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 2.812
-score BITCOIN_MALF_HTML 0.001
+score BITCOIN_EXTORT_01 2.809
+score BITCOIN_MALF_HTML 0.001 # force non-zero
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_07 0.001
score BITCOIN_TOEQFM 3.499
-score BITCOIN_VISTA 0.304
-score BITCOIN_XPRIO 1.828
-score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 0.001 # force non-zero
+score BITCOIN_VISTA 0.550
+score BITCOIN_XPRIO 2.480
+score BODY_SINGLE_URI 2.497
+score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 2.999
-score BOGUS_MIME_VERSION 3.499
+score BOGUS_MIME_VERSION 2.798
score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
-score CONTENT_AFTER_HTML 1.936
+score CONTENT_AFTER_HTML 1.938
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.972
+score DEAR_BENEFICIARY 0.974
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 3.494
-score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.499
+score DYNAMIC_IMGUR 2.489
+score ENCRYPTED_MESSAGE -1.000
+score END_FUTURE_EMAILS 2.500
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.388
-score FONT_INVIS_DIRECT 0.148
+score FILL_THIS_FORM 0.390
+score FONT_INVIS_DIRECT 0.146
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 0.861
+score FONT_INVIS_NORDNS 0.859
score FONT_INVIS_POSTEXTRAS 2.884
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.001 # force non-zero
-score FORM_FRAUD_5 2.408
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 2.444
-score FROM_IN_TO_AND_SUBJ 1.599
+score FORM_FRAUD_3 0.001
+score FORM_FRAUD_5 2.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 2.151
+score FROM_IN_TO_AND_SUBJ 1.600
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 2.680
-score FROM_MISSP_EH_MATCH 0.001 # force non-zero
+score FROM_MISSP_DYNIP 0.543
+score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 3.399
-score FROM_MISSP_MSFT 0.834
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.802
+score FROM_MISSP_TO_UNDISC 2.570
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 0.001 # force non-zero
+score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.305
+score FROM_UNBAL1 2.599
score FROM_WSP_TRAIL 2.499
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 2.999
score FSL_HELO_FAKE 2.699
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 1.956
-score FUZZY_BITCOIN 1.613
-score FUZZY_IMPORTANT 2.458
+score FUZZY_AMAZON 2.160
+score FUZZY_BITCOIN 1.728
+score FUZZY_IMPORTANT 2.475
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.256
+score GB_BITCOIN_CP 1.035
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.290
-score GB_FREEMAIL_DISPTO 0.001
-score GOOG_MALWARE_DNLD 2.886
-score GOOG_REDIR_NORDNS 1.999
+score GB_FAKE_RF_SHORT 1.292
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GOOG_MALWARE_DNLD 1.350
+score GOOG_REDIR_NORDNS 2.036
score GOOG_STO_IMG_HTML 2.500
-score GOOG_STO_NOIMG_HTML 2.682
+score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
+score HDRS_MISSP 2.500
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.249
+score HELO_MISC_IP 0.250
score HELO_NO_DOMAIN 0.001
score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.241
-score HK_SPAMMY_FILENAME 2.299
-score HOSTED_IMG_DIRECT_MX 2.901
+score HK_SPAMMY_FILENAME 2.399
+score HOSTED_IMG_DIRECT_MX 2.902
score HOSTED_IMG_FREEM 2.288
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HREF_EMPTY_NORDNS 0.150
-score HTML_BADATTR 0.999
+score HREF_EMPTY_NORDNS 0.147
+score HTML_BADATTR 1.000
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.637
+score HTML_FONT_TINY_NORDNS 1.639
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.342
-score HTML_TEXT_INVISIBLE_STYLE 1.341
+score HTML_TEXT_INVISIBLE_FONT 1.350
+score HTML_TEXT_INVISIBLE_STYLE 1.354
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.400
-score LIST_PARTIAL_SHORT_MSG 2.500
+score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.638
+score LONG_IMG_URI 1.641
score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.435
+score MALFORMED_FREEMAIL 2.434
score MANY_SUBDOM 3.099
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.491
+score MILLION_USD 0.676
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_CENTER_CASE 2.499
score MIXED_ES 2.099
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 2.594
+score MONEY_ATM_CARD 2.599
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 0.784
-score MONEY_FRAUD_5 2.899
-score MONEY_FRAUD_8 0.520
-score MONEY_FREEMAIL_REPTO 3.000
-score MONEY_FROM_41 0.942
+score MONEY_FRAUD_3 0.793
+score MONEY_FRAUD_5 2.799
+score MONEY_FRAUD_8 2.199
+score MONEY_FREEMAIL_REPTO 2.999
+score MONEY_FROM_41 0.938
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.684
-score NO_FM_NAME_IP_HOSTN 1.616
+score NICE_REPLY_A -3.084
+score NO_FM_NAME_IP_HOSTN 1.461
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001 # force non-zero
-score NUMBERONLY_BITCOIN_EXP 0.249
-score OBFU_BITCOIN 0.504
+score NSL_RCVD_HELO_USER 0.001
+score NUMBERONLY_BITCOIN_EXP 1.372
+score OBFU_BITCOIN 0.375
score OBFU_TEXT_ATTACH 1.499
score OBFU_UNSUB_UL 2.699
score ODD_FREEM_REPTO 2.999
score PDS_BAD_THREAD_QP_64 0.999
score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.001
+score PDS_BTC_MSGID 0.001 # force non-zero
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.036
-score PDS_FROM_NAME_TO_DOMAIN 1.202
+score PDS_FRNOM_TODOM_NAKED_TO 1.141
+score PDS_FROM_NAME_TO_DOMAIN 1.045
score PDS_HP_HELO_NORDNS 0.999
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHP_EVAL 0.452
+score PDS_PHP_EVAL 0.904
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_X_PHP_WELLKNOWN 0.999
-score PHP_ORIG_SCRIPT_EVAL 1.198
+score PHP_ORIG_SCRIPT_EVAL 0.888
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.951
-score REPTO_419_FRAUD_GM_LOOSE 0.998
+score RATWARE_NO_RDNS 1.404
+score REPTO_419_FRAUD_GM_LOOSE 0.774
score RISK_FREE 0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_1 2.299
score SCC_CANSPAM_2 3.799
score SCC_ISEMM_LID_1B 1.499
-score SCC_NEWBIE_HASBEENS 2.001
-score SCC_SPAMMER_ADDR_2 2.101
+score SCC_NEWBIE_HASBEENS 2.012
+score SCC_SPAMMER_ADDR_2 1.913
score SENDGRID_REDIR 1.499
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.086
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.088
score SHORTENED_URL_SRC 2.599
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.869
+score SPOOFED_FREEMAIL_NO_RDNS 0.867
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.416
-score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_FROM 2.000
+score STATIC_XPRIO_OLE 1.420
+score SUBJ_ATTENTION 0.500
+score SUSP_UTF8_WORD_FROM 1.999
score THIS_AD 1.299
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 2.299
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.526
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.519
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.759
+score TO_NO_BRKTS_HTML_IMG 1.778
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.497
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_HEX 2.300
-score TVD_SPACE_ENCODED 2.497
-score TVD_SPACE_RATIO_MINFP 2.500
+score TO_NO_BRKTS_PCNT 2.500
+score TVD_SPACE_ENCODED 2.499
+score TVD_SPACE_RATIO_MINFP 2.499
score UNDISC_FREEM 2.799
score UNDISC_MONEY 2.999
-score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
-score URI_AZURE_CLOUDAPP 2.999
-score URI_DOTEDU 0.305
+score UNICODE_OBFU_ZW_MANY 0.001
+score URI_AZURE_CLOUDAPP 3.000
+score URI_DOTEDU 0.306
score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 4.000
+score URI_PHISH 3.999
score URI_TRY_3LD 1.999
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
+score URI_WP_HACKED 3.500
score VFY_ACCT_NORDNS 2.999
-score VISTA_TONOM_EQ_TOLOC 2.500
+score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 3.199
-score WORD_INVIS 1.582
+score WORD_INVIS 1.583
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 2.013
+score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XM_DIGITS_ONLY 0.725
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XM_UC_ONLY 2.499
-score XPRIO 2.121
+score XPRIO 1.468
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -362,7 +359,6 @@ score TAGSTAT_IMG_NOT_RCVD_TGST 1.0
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ASC 1.000
@@ -380,6 +376,7 @@ score URI_OPTOUT_3LD 1.0
score URI_PHP_REDIR 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 VISTA_COST 1.000
score VPS_NO_NTLD 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1914901&r1=1914900&r2=1914901&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Dec 24 02:42:48 2023
@@ -1,205 +1,203 @@
-# Using score set 1 logs for revision 1914705 from:
-# ham-net-ena-week0.r1914705.log ham-net-ena-week1.r1914705.log ham-net-ena-week3.r1914705.log ham-net-ena-week4.r1914705.log ham-net-giovanni-ham.r1914705.log ham-net-giovanni-spammy.r1914705.log ham-net-giovanni-spam.r1914705.log ham-net-grenier.r1914705.log ham-net-hege.r1914705.log ham-net-jhardin.r1914705.log ham-net-llanga.r1914705.log ham-net-mmiroslaw-mails-ham.r1914705.log ham-net-mmiroslaw-mails-spam.r1914705.log ham-net-spamsponge.r1914705.log ham-net-whyscream.r1914705.log spam-net-ena-week0.r1914705.log spam-net-ena-week1.r1914705.log spam-net-ena-week3.r1914705.log spam-net-ena-week4.r1914705.log spam-net-giovanni-ham.r1914705.log spam-net-giovanni-spammy.r1914705.log spam-net-giovanni-spam.r1914705.log spam-net-grenier.r1914705.log spam-net-hege.r1914705.log spam-net-jhardin.r1914705.log spam-net-llanga.r1914705.log spam-net-mmiroslaw-mails-ham.r1914705.log spam-net-mmiroslaw-mails-spam.r1914705.log spam-net-spamsponge.r1914705.log spam-net-whyscream.r1914705.log
+# Using score set 1 logs for revision 1914880 from:
+# ham-net-ena-week0.r1914880.log ham-net-ena-week1.r1914880.log ham-net-ena-week2.r1914880.log ham-net-ena-week3.r1914880.log ham-net-ena-week4.r1914880.log ham-net-giovanni-ham.r1914880.log ham-net-giovanni-spammy.r1914880.log ham-net-giovanni-spam.r1914880.log ham-net-grenier.r1914880.log ham-net-hege.r1914880.log ham-net-jhardin.r1914880.log ham-net-llanga.r1914880.log ham-net-mmiroslaw-mails-ham.r1914880.log ham-net-mmiroslaw-mails-spam.r1914880.log ham-net-spamsponge.r1914880.log ham-net-whyscream.r1914880.log spam-net-ena-week0.r1914880.log spam-net-ena-week1.r1914880.log spam-net-ena-week2.r1914880.log spam-net-ena-week3.r1914880.log spam-net-ena-week4.r1914880.log spam-net-giovanni-ham.r1914880.log spam-net-giovanni-spammy.r1914880.log spam-net-giovanni-spam.r1914880.log spam-net-grenier.r1914880.log spam-net-hege.r1914880.log spam-net-jhardin.r1914880.log spam-net-llanga.r1914880.log spam-net-mmiroslaw-mails-ham.r1914880.log spam-net-mmiroslaw-mails-spam.r1914880.log spam-n
et-spamsponge.r1914880.log spam-net-whyscream.r1914880.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 1.624
-score ADMITS_SPAM 2.400
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 1.503
+score ADMITS_SPAM 1.697
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.284
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.199
-score ADVANCE_FEE_4_NEW_MONEY 2.400
+score ADVANCE_FEE_4_NEW_MONEY 0.695
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.169
-score AD_PREFS 0.122
+score ADVANCE_FEE_5_NEW_MONEY 1.108
+score AD_PREFS 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 0.300
-score BITCOIN_EXTORT_02 1.733
-score BITCOIN_MALF_HTML 0.001
-score BITCOIN_ONAN 2.267
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 1.927
-score BITCOIN_SPAM_07 1.382
-score BITCOIN_TOEQFM 1.779
+score BITCOIN_EXTORT_01 2.008
+score BITCOIN_MALF_HTML 2.812
+score BITCOIN_ONAN 1.933
+score BITCOIN_SPAM_02 2.497
+score BITCOIN_SPAM_05 1.327
+score BITCOIN_SPAM_07 0.001
+score BITCOIN_TOEQFM 2.498
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 1.442
-score BITCOIN_YOUR_INFO 3.000
+score BITCOIN_XPRIO 1.467
+score BITCOIN_YOUR_INFO 2.706
score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.691
-score CK_HELO_GENERIC 0.249
+score BODY_URI_ONLY 0.213
+score CK_HELO_GENERIC 0.248
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 1.866
-score DKIMWL_WL_HIGH -0.061
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DEAR_BENEFICIARY 1.873
+score DKIMWL_WL_HIGH -2.594
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DYNAMIC_IMGUR 3.956
-score END_FUTURE_EMAILS 2.500
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.499
+score DYNAMIC_IMGUR 3.530
+score END_FUTURE_EMAILS 2.497
+score FILL_THIS_FORM 0.458
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.227
-score FONT_INVIS_NORDNS 1.075
-score FONT_INVIS_POSTEXTRAS 2.189
-score FORGED_SPF_HELO 3.000
-score FORM_FRAUD 0.999
-score FORM_FRAUD_5 1.537
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.325
-score FROM_IN_TO_AND_SUBJ 1.499
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.332
+score FONT_INVIS_LONG_LINE 2.996
+score FONT_INVIS_MSGID 1.255
+score FONT_INVIS_NORDNS 1.247
+score FONT_INVIS_POSTEXTRAS 2.305
+score FORGED_SPF_HELO 2.979
+score FORM_FRAUD 0.998
+score FORM_FRAUD_5 1.228
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROM_ADDR_WS 2.996
+score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.456
+score FROM_IN_TO_AND_SUBJ 1.383
+score FROM_MISSPACED 1.997
+score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 1.649
-score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 3.820
+score FROM_MISSP_MSFT 1.345
+score FROM_MISSP_REPLYTO 1.647
+score FROM_MISSP_SPF_FAIL 1.579
+score FROM_MISSP_TO_UNDISC 3.673
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 2.499
-score FROM_PAYPAL_SPOOF 0.625
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.299
-score FROM_WSP_TRAIL 2.299
-score FSL_BULK_SIG 1.585
+score FROM_MISSP_XPRIO 0.938
+score FROM_PAYPAL_SPOOF 0.410
+score FROM_SUSPICIOUS_NTLD 0.259
+score FROM_SUSPICIOUS_NTLD_FP 1.455
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.399
-score FSL_HELO_FAKE 1.299
-score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FUZZY_AMAZON 2.499
-score FUZZY_BITCOIN 2.018
-score FUZZY_IMPORTANT 2.399
-score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 0.788
-score GB_CUSTOM_HTM_URI 1.399
-score GB_FAKE_RF_SHORT 1.094
+score FSL_HAS_TINYURL 2.397
+score FSL_HELO_FAKE 1.198
+score FSL_NEW_HELO_USER 0.001
+score FUZZY_AMAZON 2.497
+score FUZZY_BITCOIN 1.243
+score FUZZY_IMPORTANT 0.031
+score FUZZY_WALLET 1.797
+score GB_BITCOIN_CP 1.734
+score GB_CUSTOM_HTM_URI 1.498
+score GB_FAKE_RF_SHORT 1.131
score GB_FREEMAIL_DISPTO 0.001
-score GB_HASHBL_BTC 0.001
-score GOOG_REDIR_NORDNS 0.267
-score GOOG_STO_IMG_HTML 2.722
-score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
+score GB_HASHBL_BTC 0.359
+score GOOG_REDIR_NORDNS 0.001
+score GOOG_STO_IMG_HTML 2.522
+score GOOG_STO_NOIMG_HTML 2.996
+score HDRS_LCASE_IMGONLY 0.098
+score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.250
+score HELO_MISC_IP 0.248
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 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.959
-score HOSTED_IMG_FREEM 2.431
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 0.999
+score HK_NAME_FM_MR_MRS 1.498
+score HK_NAME_MR_MRS 0.998
+score HK_RANDOM_ENVFROM 0.998
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
+score HK_SCAM 1.997
+score HOSTED_IMG_DIRECT_MX 3.497
+score HOSTED_IMG_FREEM 3.007
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_BADATTR 0.998
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.424
-score HTML_TEXT_INVISIBLE_STYLE 3.499
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.260
-score LIST_PARTIAL_SHORT_MSG 2.170
-score LONG_HEX_URI 2.999
-score LONG_IMG_URI 2.999
-score LONG_INVISIBLE_TEXT 2.730
+score HTML_SINGLET_MANY 2.497
+score HTML_TEXT_INVISIBLE_FONT 1.299
+score HTML_TEXT_INVISIBLE_STYLE 2.416
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_HELO_FCRDNS 0.258
+score LIST_PARTIAL_SHORT_MSG 1.540
+score LONG_HEX_URI 2.996
+score LONG_IMG_URI 2.996
+score LONG_INVISIBLE_TEXT 2.692
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 2.199
-score MALWARE_NORDNS 1.002
+score LOTTO_DEPT 1.997
+score MALFORMED_FREEMAIL 2.397
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.742
+score MILLION_USD 1.997
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.199
-score MIXED_ES 2.099
-score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 2.144
+score MIXED_CENTER_CASE 1.637
+score MIXED_ES 2.197
+score MIXED_HREF_CASE 1.997
+score MONEY_ATM_CARD 1.309
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
+score MONEY_FORM_SHORT 2.497
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.599
-score MONEY_FRAUD_8 1.327
-score MONEY_FREEMAIL_REPTO 1.986
+score MONEY_FRAUD_5 2.596
+score MONEY_FRAUD_8 1.176
+score MONEY_FREEMAIL_REPTO 1.391
score MONEY_FROM_MISSP 0.001
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -1.840
+score NA_DOLLARS 1.498
+score NICE_REPLY_A -1.463
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.354
-score OBFU_BITCOIN 1.704
-score OBFU_TEXT_ATTACH 1.599
-score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.001 # force non-zero
-score PDS_BTC_MSGID 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.300
+score OBFU_BITCOIN 1.450
+score OBFU_TEXT_ATTACH 1.597
+score ODD_FREEM_REPTO 2.244
+score PDS_BAD_THREAD_QP_64 0.998
+score PDS_BTC_ID 0.036
+score PDS_BTC_MSGID 0.001
score PDS_EMPTYSUBJ_URISHRT 1.499
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_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
-score PDS_NAKED_TO_NUMERO 2.000
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_TINYSUBJ_URISHRT 1.499
-score PHP_SCRIPT 2.400
+score PDS_FRNOM_TODOM_NAKED_TO 1.498
+score PDS_FROM_2_EMAILS 1.098
+score PDS_FROM_NAME_TO_DOMAIN 1.997
+score PDS_HELO_SPF_FAIL 1.997
+score PDS_HP_HELO_NORDNS 0.001
+score PDS_NAKED_TO_NUMERO 1.997
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_TINYSUBJ_URISHRT 1.498
+score PHP_SCRIPT 2.293
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.175
-score RCVD_IN_MSPIKE_H2 -0.001
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 0.762
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_2 2.900
-score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 0.717
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 1.472
-score SHORT_SHORTNER 2.000
+score SCC_BODY_URI_ONLY 2.053
+score SCC_CANSPAM_2 2.996
+score SCC_ISEMM_LID_1B 1.498
+score SCC_NEWBIE_HASBEENS 2.891
+score SCC_SPAMMER_ADDR_2 0.130
+score SENDGRID_REDIR 1.065
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENED_URL_SRC 2.397
+score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 0.001
-score STATIC_XPRIO_OLE 1.271
-score SUBJ_ATTENTION 0.500
-score THIS_AD 0.799
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.499
-score TO_EQ_FM_DOM_SPF_FAIL 0.735
-score TO_EQ_FM_SPF_FAIL 0.165
-score TO_IN_SUBJ 0.099
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.904
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.227
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEM_REPTO 1.540
+score STATIC_XPRIO_OLE 0.773
+score SUBJ_ATTENTION 0.498
+score THIS_AD 0.698
+score TO_EQ_FM_DIRECT_MX 2.497
+score TO_EQ_FM_DOM_SPF_FAIL 1.134
+score TO_EQ_FM_HTML_ONLY 0.132
+score TO_EQ_FM_SPF_FAIL 0.478
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.929
+score TO_NO_BRKTS_FROM_MSSP 2.497
+score TO_NO_BRKTS_HTML_IMG 1.997
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_MSFT 2.273
+score TO_NO_BRKTS_NORDNS_HTML 1.997
+score TO_NO_BRKTS_PCNT 2.443
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.599
-score UNDISC_MONEY 2.799
-score UNICODE_OBFU_ZW_MANY 2.999
-score URI_DOTEDU 0.144
-score URI_GOOGLE_PROXY 1.699
-score URI_PHISH 3.999
-score URI_PHP_REDIR 2.269
-score URI_TRY_3LD 1.999
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 2.499
-score VISTA_TONOM_EQ_TOLOC 2.500
-score WIKI_IMG 2.099
-score WORD_INVIS 1.895
-score WORD_INVIS_MANY 3.000
+score UNDISC_FREEM 2.596
+score UNDISC_MONEY 2.796
+score UNICODE_OBFU_ZW_MANY 0.491
+score URI_DOTEDU 1.997
+score URI_GOOGLE_PROXY 1.697
+score URI_PHISH 3.995
+score URI_TRY_3LD 1.997
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.996
+score VISTA_TONOM_EQ_TOLOC 2.497
+score WIKI_IMG 1.997
+score WORD_INVIS 1.912
+score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.001 # force non-zero
-score XM_DIGITS_ONLY 1.327
-score XM_RANDOM 2.499
-score XM_UC_ONLY 2.499
+score XM_DIGITS_ONLY 2.129
+score XM_RANDOM 2.497
+score XM_UC_ONLY 2.497
score XPRIO 0.001
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -223,6 +221,7 @@ score BIGNUM_EMAILS_FREEM 1.0
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_DEADLINE 1.000
+score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_MALWARE 1.000
score BITCOIN_OBFU_SUBJ 1.000
@@ -256,6 +255,7 @@ score DSN_NO_MIMEVERSION 1.0
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENCRYPTED_MESSAGE -1.000
score ENVFROM_GOOG_TRIX 1.000
+score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
@@ -265,7 +265,7 @@ 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_NEWDOM14 1.000
+score FROM_FMBLA_NEWDOM 1.000
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_GOV_SPOOF 1.000
score FROM_NEWDOM_BTC 1.000
@@ -286,6 +286,7 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
+score HAS_X_OUTGOING_SPAM_STAT 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -307,9 +308,11 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
+score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
+score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
-score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
@@ -323,7 +326,6 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score NUMBERONLY_BITCOIN_EXP 1.000
-score ODD_FREEM_REPTO 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
score PDS_PHP_EVAL 1.000
score PDS_X_PHP_WELLKNOWN 1.000
@@ -377,7 +379,6 @@ score TAGSTAT_IMG_NOT_RCVD_TGST 1.0
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
-score TO_NAME_SUBJ_NO_RDNS 1.000
score TVD_SPACE_ENCODED 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
@@ -396,10 +397,11 @@ score URI_IMG_WP_REDIR 1.0
score URI_LONG_REPEAT 1.000
score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
+score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
-score URI_WP_HACKED 1.000
score USB_DRIVES 1.000
+score VISTA_COST 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score XM_LIGHT_HEAVY 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1914901&r1=1914900&r2=1914901&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Dec 24 02:42:48 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 464248 61.751% (99.216% of non-spam corpus)
-# Correctly spam: 177942 23.669% (62.679% of spam corpus)
-# False positives: 3667 0.488% (0.784% of nonspam, 73815 weighted)
-# False negatives: 105952 14.093% (37.321% of spam, 216221 weighted)
-# Average score for spam: 7.0 nonspam: 0.6
+# Correctly non-spam: 464215 61.746% (99.209% of non-spam corpus)
+# Correctly spam: 177974 23.673% (62.691% of spam corpus)
+# False positives: 3700 0.492% (0.791% of nonspam, 74028 weighted)
+# False negatives: 105919 14.089% (37.309% of spam, 215761 weighted)
+# Average score for spam: 6.9 nonspam: 0.6
# Average for false-pos: 6.6 false-neg: 2.0
-# TOTAL: 751809 100.00%
+# TOTAL: 751808 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57936 99.22%
-# Correctly spam: 22021 62.02%
-# False positives: 453 0.78%
-# False negatives: 13487 37.98%
-# TCR(l=50): 0.982594 SpamRecall: 62.017% SpamPrec: 97.984%
+# Correctly non-spam: 57931 99.22%
+# Correctly spam: 21946 61.81%
+# False positives: 458 0.78%
+# False negatives: 13562 38.19%
+# TCR(l=50): 0.973836 SpamRecall: 61.806% SpamPrec: 97.956%
##### 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: 455439 97.33%
-# Correctly spam: 116314 40.97%
+# Correctly spam: 116443 41.02%
# False positives: 12476 2.67%
-# False negatives: 167580 59.03%
-# TCR(l=50): 0.358733 SpamRecall: 40.971% SpamPrec: 90.313%
+# False negatives: 167450 58.98%
+# TCR(l=50): 0.358791 SpamRecall: 41.017% SpamPrec: 90.323%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 56789 97.26%
-# Correctly spam: 14506 40.85%
+# Correctly spam: 14486 40.80%
# False positives: 1600 2.74%
-# False negatives: 21002 59.15%
-# TCR(l=50): 0.351557 SpamRecall: 40.853% SpamPrec: 90.066%
+# False negatives: 21022 59.20%
+# TCR(l=50): 0.351488 SpamRecall: 40.796% SpamPrec: 90.053%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1914901&r1=1914900&r2=1914901&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Dec 24 02:42:48 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 407068 84.615% (99.328% of non-spam corpus)
-# Correctly spam: 30271 6.292% (42.481% of spam corpus)
-# False positives: 2754 0.572% (0.672% of nonspam, 30633 weighted)
-# False negatives: 40987 8.520% (57.519% of spam, 67354 weighted)
-# Average score for spam: 5.9 nonspam: -0.9
-# Average for false-pos: 6.4 false-neg: 1.6
-# TOTAL: 481080 100.00%
+# Correctly non-spam: 443116 82.686% (99.363% of non-spam corpus)
+# Correctly spam: 47624 8.887% (52.946% of spam corpus)
+# False positives: 2841 0.530% (0.637% of nonspam, 36962 weighted)
+# False negatives: 42324 7.898% (47.054% of spam, 66173 weighted)
+# Average score for spam: 6.4 nonspam: -1.5
+# Average for false-pos: 6.5 false-neg: 1.6
+# TOTAL: 535905 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 50763 99.34%
-# Correctly spam: 3839 42.74%
-# False positives: 339 0.66%
-# False negatives: 5143 57.26%
-# TCR(l=50): 0.406554 SpamRecall: 42.741% SpamPrec: 91.886%
+# Correctly non-spam: 55263 99.38%
+# Correctly spam: 5973 52.53%
+# False positives: 346 0.62%
+# False negatives: 5398 47.47%
+# TCR(l=50): 0.500969 SpamRecall: 52.528% SpamPrec: 94.524%
##### 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: 408145 99.59%
-# Correctly spam: 14675 20.59%
-# False positives: 1677 0.41%
-# False negatives: 56583 79.41%
-# TCR(l=50): 0.507416 SpamRecall: 20.594% SpamPrec: 89.744%
+# Correctly non-spam: 444141 99.59%
+# Correctly spam: 19539 21.72%
+# False positives: 1816 0.41%
+# False negatives: 70409 78.28%
+# TCR(l=50): 0.557959 SpamRecall: 21.723% SpamPrec: 91.496%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 50903 99.61%
-# Correctly spam: 1852 20.62%
-# False positives: 199 0.39%
-# False negatives: 7130 79.38%
-# TCR(l=50): 0.525878 SpamRecall: 20.619% SpamPrec: 90.297%
+# Correctly non-spam: 55381 99.59%
+# Correctly spam: 2480 21.81%
+# False positives: 228 0.41%
+# False negatives: 8891 78.19%
+# TCR(l=50): 0.560396 SpamRecall: 21.810% SpamPrec: 91.581%