Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1915554&r1=1915553&r2=1915554&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Feb 3 02:43:29 2024
@@ -1,5 +1,5 @@
-# Using score set 0 logs for revision 1915507 from:
-# ham-ena-week0.r1915507.log ham-ena-week1.r1915507.log ham-ena-week2.r1915507.log ham-ena-week3.r1915507.log ham-ena-week4.r1915507.log ham-giovanni-ham.r1915507.log ham-giovanni-spammy.r1915507.log ham-giovanni-spam.r1915507.log ham-grenier.r1915507.log ham-hege.r1915507.log ham-jhardin.r1915507.log ham-llanga.r1915507.log ham-mmiroslaw-mails-ham.r1915507.log ham-mmiroslaw-mails-spam.r1915507.log ham-spamsponge.r1915507.log ham-tsz-corpus.r1915507.log ham-whyscream.r1915507.log spam-ena-week0.r1915507.log spam-ena-week1.r1915507.log spam-ena-week2.r1915507.log spam-ena-week3.r1915507.log spam-ena-week4.r1915507.log spam-giovanni-ham.r1915507.log spam-giovanni-spammy.r1915507.log spam-giovanni-spam.r1915507.log spam-grenier.r1915507.log spam-hege.r1915507.log spam-jhardin.r1915507.log spam-llanga.r1915507.log spam-mmiroslaw-mails-ham.r1915507.log spam-mmiroslaw-mails-spam.r1915507.log spam-spamsponge.r1915507.log spam-tsz-corpus.r1915507.log spam-whyscream.r1915507.log
+# Using score set 0 logs for revision 1915529 from:
+# ham-ena-week0.r1915529.log ham-ena-week1.r1915529.log ham-ena-week2.r1915529.log ham-ena-week3.r1915529.log ham-ena-week4.r1915529.log ham-giovanni-ham.r1915529.log ham-giovanni-spammy.r1915529.log ham-giovanni-spam.r1915529.log ham-grenier.r1915529.log ham-hege.r1915529.log ham-jhardin.r1915529.log ham-llanga.r1915529.log ham-mmiroslaw-mails-ham.r1915529.log ham-mmiroslaw-mails-spam.r1915529.log ham-spamsponge.r1915529.log ham-tsz-corpus.r1915529.log ham-whyscream.r1915529.log spam-ena-week0.r1915529.log spam-ena-week1.r1915529.log spam-ena-week2.r1915529.log spam-ena-week3.r1915529.log spam-ena-week4.r1915529.log spam-giovanni-ham.r1915529.log spam-giovanni-spammy.r1915529.log spam-giovanni-spam.r1915529.log spam-grenier.r1915529.log spam-hege.r1915529.log spam-jhardin.r1915529.log spam-llanga.r1915529.log spam-mmiroslaw-mails-ham.r1915529.log spam-mmiroslaw-mails-spam.r1915529.log spam-spamsponge.r1915529.log spam-tsz-corpus.r1915529.log spam-whyscream.r1915529.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
@@ -7,229 +7,233 @@ 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 2.700
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.294
+score ADMITS_SPAM 2.699
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.451
-score ADVANCE_FEE_3_NEW_MONEY 0.385
-score ADVANCE_FEE_4_NEW_MONEY 0.160
+score ADVANCE_FEE_3_NEW 3.000
+score ADVANCE_FEE_3_NEW_MONEY 0.381
+score ADVANCE_FEE_4_NEW 2.250
+score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.199
-score BITCOIN_DEADLINE 0.748
-score BITCOIN_EXTORT_01 4.251
-score BITCOIN_MALF_HTML 0.001 # force non-zero
-score BITCOIN_PAY_ME 1.355
+score BITCOIN_DEADLINE 0.476
+score BITCOIN_EXTORT_01 4.252
+score BITCOIN_MALF_HTML 0.001
+score BITCOIN_PAY_ME 1.626
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 0.513
-score BITCOIN_SPAM_07 1.441
+score BITCOIN_SPAM_03 1.998
+score BITCOIN_SPAM_07 1.061
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 1.573
+score BITCOIN_TOEQFM 1.939
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.988
+score BODY_SINGLE_URI 2.004
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.628
-score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.499
+score BODY_URI_ONLY 0.001
+score CK_HELO_GENERIC 0.250
+score COMPENSATION 0.715
score CTE_8BIT_MISMATCH 0.999
score DEAR_BENEFICIARY 2.899
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.803
+score FILL_THIS_FORM 1.000
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 3.296
-score FORM_FRAUD 0.304
-score FORM_FRAUD_3 2.348
+score FONT_INVIS_POSTEXTRAS 2.874
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 1.493
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 3.099
-score FROM_ADDR_WS 2.058
-score FROM_IN_TO_AND_SUBJ 0.577
+score FROMSPACE 3.199
+score FROM_ADDR_WS 2.051
+score FROM_IN_TO_AND_SUBJ 1.599
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001 # force non-zero
+score FROM_MISSP_DYNIP 2.676
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.088
+score FROM_MISSP_FREEMAIL 2.695
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.316
+score FROM_MISSP_TO_UNDISC 1.153
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.640
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 1.890
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.399
-score FROM_WSP_TRAIL 2.799
+score FROM_WSP_TRAIL 2.800
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 3.099
-score FSL_NEW_HELO_USER 0.001
+score FSL_NEW_HELO_USER 0.001 # force non-zero
score FUZZY_IMPORTANT 1.187
-score FUZZY_PRIVACY 2.799
+score FUZZY_PRIVACY 2.899
score FUZZY_SECURITY 2.499
-score FUZZY_SPRM 1.792
-score GB_BITCOIN_CP 2.258
-score GB_BITCOIN_NH 2.999
+score GB_BITCOIN_CP 2.022
+score GB_BITCOIN_NH 0.937
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.941
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_FAKE_RF_SHORT 1.940
+score GB_FREEMAIL_DISPTO 0.001
score GOOG_REDIR_NORDNS 2.399
score GOOG_STO_IMG_HTML 2.500
-score GOOG_STO_NOIMG_HTML 2.752
+score GOOG_STO_NOIMG_HTML 2.821
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 2.000
-score HDR_ORDER_FTSDMCXX_NORDNS 0.889
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 3.471
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.854
+score HK_NAME_FM_MR_MRS 0.001
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_ENVFROM 0.990
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HK_SPAMMY_FILENAME 2.799
-score HOSTED_IMG_DIRECT_MX 3.415
+score HK_SPAMMY_FILENAME 2.800
+score HOSTED_IMG_DIRECT_MX 2.957
score HOSTED_IMG_FREEM 2.288
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 2.499
score HTML_BADATTR 0.999
+score HTML_ENTITY_ASCII 2.475
score HTML_ENTITY_ASCII_TINY 0.001
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.500
-score HTML_TEXT_INVISIBLE_FONT 1.353
-score HTML_TEXT_INVISIBLE_STYLE 1.160
+score HTML_TEXT_INVISIBLE_FONT 1.485
+score HTML_TEXT_INVISIBLE_STYLE 1.582
score JH_SPAMMY_HEADERS 3.499
+score KHOP_FAKE_EBAY 0.799
score KHOP_HELO_FCRDNS 0.399
-score LONGLN_LOW_CONTRAST 2.051
+score LIST_PARTIAL_SHORT_MSG 1.812
+score LONGLN_LOW_CONTRAST 2.092
score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.234
+score LONG_INVISIBLE_TEXT 2.189
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
+score LOTTO_DEPT 1.904
score MANY_SUBDOM 3.499
-score MILLION_EUR 1.945
+score MILLION_EUR 0.552
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.704
-score MIMEOLE_DIRECT_TO_MX 2.000
+score MILLION_USD 0.712
+score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_AREA_CASE 0.001
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.299
-score MIXED_FONT_CASE 0.278
+score MIXED_ES 2.200
+score MIXED_FONT_CASE 0.791
score MIXED_HREF_CASE 1.940
score MIXED_IMG_CASE 0.001
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001
+score MONEY_FORM 1.527
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.020
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.882
+score MONEY_FRAUD_3 2.029
+score MONEY_FRAUD_5 2.747
+score MONEY_FRAUD_8 3.012
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 1.002
-score MSM_PRIO_REPTO 2.058
-score NA_DOLLARS 0.798
-score NICE_REPLY_A -3.495
-score NORDNS_LOW_CONTRAST 1.391
+score MSM_PRIO_REPTO 0.680
+score NA_DOLLARS 0.791
+score NICE_REPLY_A -2.909
+score NORDNS_LOW_CONTRAST 1.388
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
score NSL_RCVD_HELO_USER 0.001
-score OBFU_TEXT_ATTACH 1.500
-score PDS_BTC_ID 0.499
+score OBFU_TEXT_ATTACH 1.599
+score ODD_FREEM_REPTO 2.999
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 0.353
-score PDS_FROM_NAME_TO_DOMAIN 1.999
-score PDS_HP_HELO_NORDNS 0.913
-score PDS_NAKED_TO_NUMERO 2.000
-score PDS_PHP_EVAL 1.500
-score PDS_TINYSUBJ_URISHRT 0.833
+score PDS_FROM_2_EMAILS 0.354
+score PDS_FROM_NAME_TO_DOMAIN 2.000
+score PDS_HP_HELO_NORDNS 0.546
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_PHP_EVAL 1.499
+score PDS_TINYSUBJ_URISHRT 0.813
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PHP_ORIG_SCRIPT_EVAL 3.000
-score PHP_SCRIPT 2.500
-score POSTCARD_03 2.600
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PHP_ORIG_SCRIPT_EVAL 2.999
+score PHP_SCRIPT 2.499
+score POSTCARD_03 2.599
+score POSTCARD_05 2.445
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RCVD_DOTEDU_SUSP 1.297
-score RCVD_DOTEDU_SUSP_URI 0.600
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score REPTO_419_FRAUD_YJ 2.070
-score RISK_FREE 1.172
-score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
-score SCC_BODY_URI_ONLY 2.498
+score RCVD_DOTEDU_SUSP 0.830
+score RCVD_DOTEDU_SUSP_URI 2.999
+score REPTO_419_FRAUD_GM_LOOSE 1.000
+score REPTO_419_FRAUD_YJ 1.134
+score RISK_FREE 1.167
+score SCC_BODY_SINGLE_WORD 0.001
+score SCC_BODY_URI_ONLY 2.496
score SCC_CANSPAM_2 2.598
-score SCC_ISEMM_LID_1B 1.500
-score SCC_NEWBIE_HASBEENS 2.400
-score SCC_SPAMMER_ADDR_2 2.013
+score SCC_ISEMM_LID_1B 1.499
+score SCC_SPAMMER_ADDR_2 1.569
score SENDGRID_REDIR 1.499
score SERGIO_SUBJECT_PORN014 3.099
-score SHARE_50_50 2.619
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
+score SHARE_50_50 0.747
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 3.099
score SHORTENER_SHORT_IMG 0.001
score SHORTENER_SHORT_SUBJ 2.999
score SHORT_SHORTNER 1.999
-score SPAM_CWINDOWSNET 0.038
-score SPOOFED_FREEMAIL_NO_RDNS 1.134
+score SPAM_CWINDOWSNET 1.202
+score SPOOFED_FREEMAIL_NO_RDNS 1.498
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.205
-score SUSP_UTF8_WORD_COMBO 3.000
-score SUSP_UTF8_WORD_FROM 2.000
-score THIS_AD 1.099
-score THIS_IS_ADV_SUSP_NTLD 0.528
+score STATIC_XPRIO_OLE 0.133
+score SUSP_UTF8_WORD_COMBO 2.999
+score SUSP_UTF8_WORD_FROM 1.999
+score THIS_AD 1.100
+score THIS_IS_ADV_SUSP_NTLD 1.264
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.350
+score TO_EQ_FM_DOM_HTML_IMG 2.399
+score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.100
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.749
+score TO_NO_BRKTS_HTML_IMG 1.600
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_PH_BODY_ACCOUNTS_POST 0.966
-score TVD_PH_BODY_META_ALL 1.581
-score TVD_RCVD_SPACE_BRACKET 3.175
-score TVD_SPACE_ENCODED 2.498
-score TVD_SPACE_RATIO_MINFP 2.499
-score UNDISC_FREEM 2.699
+score TVD_PH_BODY_ACCOUNTS_POST 1.036
+score TVD_PH_BODY_META_ALL 1.507
+score TVD_RCVD_SPACE_BRACKET 2.393
+score TVD_SPACE_ENCODED 2.497
+score TVD_SPACE_RATIO_MINFP 2.500
+score UNDISC_FREEM 2.799
score UNDISC_MONEY 3.099
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_AZURE_CLOUDAPP 2.999
score URI_DOTEDU 1.999
score URI_DQ_UNSUB 2.399
-score URI_GOOGLE_PROXY 2.099
+score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 0.001
+score URI_IMG_CWINDOWSNET 0.001 # force non-zero
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 2.901
+score URI_PHISH 3.999
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.599
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.402
-score VFY_ACCT_NORDNS 2.516
-score VISTA_COST 2.499
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.999
+score VISTA_COST 2.115
score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 3.299
+score WIKI_IMG 3.400
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XM_UC_ONLY 2.500
-score XPRIO 0.698
+score XM_UC_ONLY 2.499
+score XPRIO 0.453
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -308,7 +312,6 @@ score HOSTED_IMG_MULTI 1.0
score HREF_EMPTY_PHPMAIL 1.000
score HREF_EMPTY_XANTIABUSE 1.000
score HREF_EMPTY_XAUTHED 1.000
-score HTML_ENTITY_ASCII 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
score JH_SPAMMY_PATTERN01 1.000
@@ -320,6 +323,7 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -331,8 +335,6 @@ score MSGID_HDR_MALF 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score ODD_FREEM_REPTO 1.000
-score PDS_BTC_NTLD 1.000
score PDS_X_PHP_WELLKNOWN 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915554&r1=1915553&r2=1915554&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Feb 3 02:43:29 2024
@@ -3,204 +3,206 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.870
-score ADMITS_SPAM 1.999
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 1.802
-score ADVANCE_FEE_3_NEW_MONEY 2.085
-score ADVANCE_FEE_4_NEW_MONEY 1.439
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 0.818
+score ADMITS_SPAM 1.897
+score ADVANCE_FEE_2_NEW_MONEY 1.998
+score ADVANCE_FEE_3_NEW 1.911
+score ADVANCE_FEE_3_NEW_MONEY 2.062
+score ADVANCE_FEE_4_NEW_MONEY 1.647
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.095
+score ADVANCE_FEE_5_NEW_MONEY 0.100
score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.299
-score BITCOIN_DEADLINE 1.499
-score BITCOIN_EXTORT_01 2.469
+score AXB_X_FF_SEZ_S 3.296
+score BITCOIN_DEADLINE 2.428
+score BITCOIN_EXTORT_01 2.554
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_PAY_ME 1.802
-score BITCOIN_SPAM_02 2.025
-score BITCOIN_SPAM_05 1.587
-score BITCOIN_SPAM_07 0.754
-score BITCOIN_SPAM_09 1.171
+score BITCOIN_PAY_ME 1.005
+score BITCOIN_SPAM_02 1.693
+score BITCOIN_SPAM_05 0.001
+score BITCOIN_SPAM_07 0.001
+score BITCOIN_SPAM_09 1.204
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.987
-score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 0.714
+score BITCOIN_XPRIO 2.497
+score BITCOIN_YOUR_INFO 2.993
+score BODY_SINGLE_URI 0.569
+score BODY_SINGLE_WORD 0.144
score BODY_URI_ONLY 0.001
-score CK_HELO_GENERIC 0.250
+score CK_HELO_GENERIC 0.248
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.248
-score DKIMWL_WL_HIGH -2.276
+score DEAR_BENEFICIARY 2.246
+score DKIMWL_WL_HIGH -2.137
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.237
+score END_FUTURE_EMAILS 2.497
+score FILL_THIS_FORM 0.160
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 0.552
-score FONT_INVIS_POSTEXTRAS 2.927
-score FORGED_SPF_HELO 3.099
-score FORM_FRAUD_5 0.900
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 0.088
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.885
-score FROM_IN_TO_AND_SUBJ 0.797
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.490
-score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 3.099
+score FONT_INVIS_POSTEXTRAS 2.972
+score FORGED_SPF_HELO 3.096
+score FORM_FRAUD_5 0.698
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_ADDR_WS 0.099
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.825
+score FROM_IN_TO_AND_SUBJ 0.311
+score FROM_MISSPACED 1.997
+score FROM_MISSP_DYNIP 0.465
+score FROM_MISSP_EH_MATCH 1.997
+score FROM_MISSP_FREEMAIL 3.096
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.902
-score FROM_MISSP_SPF_FAIL 1.703
-score FROM_MISSP_TO_UNDISC 3.435
+score FROM_MISSP_REPLYTO 0.928
+score FROM_MISSP_SPF_FAIL 1.999
+score FROM_MISSP_TO_UNDISC 2.359
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_PAYPAL_SPOOF 1.516
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 1.933
+score FROM_PAYPAL_SPOOF 0.007
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FSL_BULK_SIG 1.929
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 0.599
+score FUZZY_BITCOIN 1.746
score FUZZY_IMPORTANT 1.995
-score FUZZY_PRIVACY 2.899
-score FUZZY_SPRM 2.399
-score FUZZY_WALLET 0.094
-score GB_BITCOIN_CP 1.631
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.345
-score GB_FREEMAIL_DISPTO 0.001
+score FUZZY_PRIVACY 2.896
+score FUZZY_SPRM 2.397
+score FUZZY_WALLET 0.107
+score GB_BITCOIN_CP 2.853
+score GB_CUSTOM_HTM_URI 1.498
+score GB_FAKE_RF_SHORT 1.406
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_HASHBL_BTC 0.001
-score GOOG_REDIR_NORDNS 1.943
-score GOOG_STO_IMG_HTML 2.728
-score GOOG_STO_NOIMG_HTML 2.717
+score GOOG_REDIR_NORDNS 1.941
+score GOOG_STO_IMG_HTML 2.726
+score GOOG_STO_NOIMG_HTML 2.658
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.990
-score HDR_ORDER_FTSDMCXX_DIRECT 1.865
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
+score HDRS_MISSP 0.986
+score HDR_ORDER_FTSDMCXX_DIRECT 1.831
+score HDR_ORDER_FTSDMCXX_NORDNS 2.117
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.414
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 1.000
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 2.787
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 0.999
-score HTML_FONT_TINY_NORDNS 1.725
-score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 2.106
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
-score LONGLN_LOW_CONTRAST 2.190
-score LONG_HEX_URI 1.803
+score HELO_NO_DOMAIN 0.446
+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 3.496
+score HOSTED_IMG_FREEM 2.794
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_BADATTR 0.998
+score HTML_FONT_TINY_NORDNS 1.717
+score HTML_SINGLET_MANY 2.497
+score HTML_TEXT_INVISIBLE_FONT 1.997
+score HTML_TEXT_INVISIBLE_STYLE 2.110
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_HELO_FCRDNS 0.001
+score LIST_PARTIAL_SHORT_MSG 2.497
+score LONGLN_LOW_CONTRAST 2.192
+score LONG_HEX_URI 1.789
score LONG_IMG_URI 0.442
-score LONG_INVISIBLE_TEXT 2.479
+score LONG_INVISIBLE_TEXT 2.412
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
-score MANY_SUBDOM 3.299
+score LOTTO_DEPT 1.998
+score MANY_SUBDOM 3.296
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001 # force non-zero
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.199
-score MIXED_FONT_CASE 1.913
-score MIXED_HREF_CASE 1.999
+score MIXED_CENTER_CASE 2.497
+score MIXED_ES 2.197
+score MIXED_FONT_CASE 1.547
+score MIXED_HREF_CASE 1.997
score MIXED_IMG_CASE 0.001
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 1.098
+score MONEY_FORM 1.014
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.964
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 2.599
-score MONEY_FREEMAIL_REPTO 1.086
+score MONEY_FRAUD_3 1.938
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 2.596
+score MONEY_FREEMAIL_REPTO 1.081
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.499
-score NA_DOLLARS 0.800
-score NICE_REPLY_A -0.481
-score NORDNS_LOW_CONTRAST 0.226
-score NO_FM_NAME_IP_HOSTN 0.449
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.403
-score OBFU_BITCOIN 2.697
-score OBFU_TEXT_ATTACH 0.001
+score MONEY_NOHTML 2.497
+score NA_DOLLARS 0.807
+score NICE_REPLY_A -0.509
+score NORDNS_LOW_CONTRAST 0.244
+score NO_FM_NAME_IP_HOSTN 0.836
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.298
+score OBFU_BITCOIN 1.286
+score OBFU_TEXT_ATTACH 0.428
score PDS_BTC_ID 0.001
-score PDS_BTC_MSGID 0.001
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 0.452
-score PDS_FROM_NAME_TO_DOMAIN 1.127
-score PDS_HELO_SPF_FAIL 1.999
+score PDS_BTC_MSGID 0.554
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.507
+score PDS_FROM_NAME_TO_DOMAIN 1.078
+score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PHP_SCRIPT 1.654
-score POSTCARD_03 2.599
+score PHP_SCRIPT 1.747
+score POSTCARD_03 2.596
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.612
-score RATWARE_NO_RDNS 2.013
-score RCVD_DOTEDU_SUSP 1.720
-score RCVD_DOTEDU_SUSP_URI 2.169
+score RAND_MKTG_HEADER 1.592
+score RATWARE_NO_RDNS 1.964
+score RCVD_DOTEDU_SUSP 1.515
+score RCVD_DOTEDU_SUSP_URI 0.042
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.799
-score SCC_CANSPAM_2 2.900
-score SCC_ISEMM_LID_1B 1.499
-score SCC_NEWBIE_HASBEENS 2.300
+score SCC_BODY_URI_ONLY 2.797
+score SCC_CANSPAM_2 2.893
+score SCC_ISEMM_LID_1B 1.498
+score SCC_NEWBIE_HASBEENS 2.297
score SENDGRID_REDIR 0.001
-score SERGIO_SUBJECT_PORN014 3.099
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 1.246
-score SHORTENER_SHORT_IMG 0.899
-score SHORT_SHORTNER 1.999
+score SERGIO_SUBJECT_PORN014 3.096
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENED_URL_SRC 1.256
+score SHORTENER_SHORT_IMG 0.895
+score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.078
-score STATIC_XPRIO_OLE 0.576
-score SUSP_UTF8_WORD_COMBO 3.000
-score THIS_AD 0.999
-score TO_EQ_FM_DIRECT_MX 1.673
-score TO_EQ_FM_DOM_SPF_FAIL 0.236
-score TO_EQ_FM_SPF_FAIL 1.333
-score TO_IN_SUBJ 0.100
-score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 1.793
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.029
-score TO_NO_BRKTS_NORDNS_HTML 1.812
-score TO_NO_BRKTS_PCNT 2.180
-score TVD_PH_BODY_ACCOUNTS_POST 0.718
-score TVD_PH_BODY_META_ALL 2.585
-score TVD_SPACE_RATIO_MINFP 0.001 # force non-zero
-score UNDISC_FREEM 2.399
-score UNDISC_MONEY 2.899
-score UNICODE_OBFU_ASC 2.500
+score SPOOFED_FREEM_REPTO 2.074
+score STATIC_XPRIO_OLE 0.616
+score SUSP_UTF8_WORD_COMBO 2.996
+score THIS_AD 0.998
+score TO_EQ_FM_DIRECT_MX 1.249
+score TO_EQ_FM_DOM_SPF_FAIL 0.064
+score TO_EQ_FM_SPF_FAIL 1.511
+score TO_IN_SUBJ 0.098
+score TO_NO_BRKTS_FROM_MSSP 2.498
+score TO_NO_BRKTS_HTML_IMG 1.997
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_MSFT 2.027
+score TO_NO_BRKTS_NORDNS_HTML 1.776
+score TO_NO_BRKTS_PCNT 1.986
+score TVD_PH_BODY_ACCOUNTS_POST 0.616
+score TVD_PH_BODY_META_ALL 2.573
+score TVD_SPACE_RATIO_MINFP 0.001
+score UNDISC_FREEM 2.397
+score UNDISC_MONEY 2.896
+score UNICODE_OBFU_ASC 2.497
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_DOTEDU 1.999
-score URI_DQ_UNSUB 2.399
-score URI_GOOGLE_PROXY 1.799
-score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 1.267
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.901
-score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.399
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score WIKI_IMG 2.199
-score WORD_INVIS_MANY 2.547
+score URI_DOTEDU 1.997
+score URI_DQ_UNSUB 2.297
+score URI_GOOGLE_PROXY 1.797
+score URI_GOOG_STO_SPAMMY 2.996
+score URI_IMG_CWINDOWSNET 1.259
+score URI_ONLY_MSGID_MALF 1.484
+score URI_PHISH 3.898
+score URI_TRY_3LD 1.997
+score URI_WPADMIN 2.397
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score VISTA_TONOM_EQ_TOLOC 1.997
+score WIKI_IMG 2.197
+score WORD_INVIS_MANY 2.546
score XFER_LOTSA_MONEY 0.001
-score XM_RANDOM 2.499
-score XPRIO 0.001 # force non-zero
+score XM_RANDOM 2.497
+score XPRIO 0.001
score ACCT_PHISHING_MANY 1.000
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -317,6 +319,7 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -329,7 +332,6 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score ODD_FREEM_REPTO 1.000
-score PDS_BTC_NTLD 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
score PDS_NAKED_TO_NUMERO 1.000
score PDS_PHP_EVAL 1.000
@@ -406,7 +408,6 @@ score URI_WP_DIRINDEX 1.0
score USB_DRIVES 1.000
score VFY_ACCT_NORDNS 1.000
score VISTA_COST 1.000
-score VISTA_TONOM_EQ_TOLOC 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915554&r1=1915553&r2=1915554&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Feb 3 02:43:29 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 466856 65.774% (99.243% of non-spam corpus)
-# Correctly spam: 171956 24.226% (71.835% of spam corpus)
-# False positives: 3559 0.501% (0.757% of nonspam, 54980 weighted)
-# False negatives: 67419 9.498% (28.165% of spam, 126363 weighted)
-# Average score for spam: 7.0 nonspam: 0.5
-# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 709790 100.00%
+# Correctly non-spam: 472107 66.323% (99.359% of non-spam corpus)
+# Correctly spam: 168919 23.730% (71.372% of spam corpus)
+# False positives: 3048 0.428% (0.641% of nonspam, 47845 weighted)
+# False negatives: 67754 9.518% (28.628% of spam, 126336 weighted)
+# Average score for spam: 7.1 nonspam: 0.5
+# Average for false-pos: 6.3 false-neg: 1.9
+# TOTAL: 711828 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 58302 99.34%
-# Correctly spam: 21446 71.60%
-# False positives: 387 0.66%
-# False negatives: 8506 28.40%
-# TCR(l=50): 1.075244 SpamRecall: 71.601% SpamPrec: 98.227%
+# Correctly non-spam: 58858 99.27%
+# Correctly spam: 21009 70.94%
+# False positives: 431 0.73%
+# False negatives: 8606 29.06%
+# TCR(l=50): 0.982060 SpamRecall: 70.940% SpamPrec: 97.990%
##### 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: 461095 98.02%
-# Correctly spam: 139356 58.22%
-# False positives: 9320 1.98%
-# False negatives: 100019 41.78%
-# TCR(l=50): 0.422910 SpamRecall: 58.217% SpamPrec: 93.731%
+# Correctly non-spam: 465813 98.03%
+# Correctly spam: 136913 57.85%
+# False positives: 9342 1.97%
+# False negatives: 99760 42.15%
+# TCR(l=50): 0.417516 SpamRecall: 57.849% SpamPrec: 93.613%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57506 97.98%
-# Correctly spam: 17419 58.16%
-# False positives: 1183 2.02%
-# False negatives: 12533 41.84%
-# TCR(l=50): 0.417840 SpamRecall: 58.156% SpamPrec: 93.640%
+# Correctly non-spam: 58109 98.01%
+# Correctly spam: 17179 58.01%
+# False positives: 1180 1.99%
+# False negatives: 12436 41.99%
+# TCR(l=50): 0.414567 SpamRecall: 58.008% SpamPrec: 93.573%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915554&r1=1915553&r2=1915554&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Feb 3 02:43:29 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 433440 75.770% (99.479% of non-spam corpus)
-# Correctly spam: 93337 16.316% (68.461% of spam corpus)
-# False positives: 2270 0.397% (0.521% of nonspam, 45097 weighted)
-# False negatives: 43000 7.517% (31.539% of spam, 96634 weighted)
-# Average score for spam: 7.6 nonspam: -1.4
-# Average for false-pos: 6.3 false-neg: 2.2
-# TOTAL: 572047 100.00%
+# Correctly non-spam: 433477 75.777% (99.488% of non-spam corpus)
+# Correctly spam: 92986 16.255% (68.204% of spam corpus)
+# False positives: 2233 0.390% (0.512% of nonspam, 44526 weighted)
+# False negatives: 43349 7.578% (31.796% of spam, 98384 weighted)
+# Average score for spam: 7.5 nonspam: -1.4
+# Average for false-pos: 6.4 false-neg: 2.3
+# TOTAL: 572045 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54061 99.52%
-# Correctly spam: 11634 68.14%
-# False positives: 259 0.48%
-# False negatives: 5439 31.86%
-# TCR(l=50): 0.928435 SpamRecall: 68.143% SpamPrec: 97.822%
+# Correctly non-spam: 54062 99.53%
+# Correctly spam: 11635 68.15%
+# False positives: 258 0.47%
+# False negatives: 5438 31.85%
+# TCR(l=50): 0.931018 SpamRecall: 68.149% SpamPrec: 97.831%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 434173 99.65%
-# Correctly spam: 22305 16.36%
+# Correctly spam: 22295 16.35%
# False positives: 1537 0.35%
-# False negatives: 114032 83.64%
-# TCR(l=50): 0.714248 SpamRecall: 16.360% SpamPrec: 93.553%
+# False negatives: 114040 83.65%
+# TCR(l=50): 0.714207 SpamRecall: 16.353% SpamPrec: 93.551%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 54139 99.67%
-# Correctly spam: 2783 16.30%
+# Correctly spam: 2774 16.25%
# False positives: 181 0.33%
-# False negatives: 14290 83.70%
-# TCR(l=50): 0.731491 SpamRecall: 16.301% SpamPrec: 93.893%
+# False negatives: 14299 83.75%
+# TCR(l=50): 0.731209 SpamRecall: 16.248% SpamPrec: 93.875%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1915554&r1=1915553&r2=1915554&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Feb 3 02:43:29 2024
@@ -1,5 +1,5 @@
-# Using score set 0 logs for revision 1915507 from:
-# ham-ena-week0.r1915507.log ham-ena-week1.r1915507.log ham-ena-week2.r1915507.log ham-ena-week3.r1915507.log ham-ena-week4.r1915507.log ham-giovanni-ham.r1915507.log ham-giovanni-spammy.r1915507.log ham-giovanni-spam.r1915507.log ham-grenier.r1915507.log ham-hege.r1915507.log ham-jhardin.r1915507.log ham-llanga.r1915507.log ham-mmiroslaw-mails-ham.r1915507.log ham-mmiroslaw-mails-spam.r1915507.log ham-spamsponge.r1915507.log ham-tsz-corpus.r1915507.log ham-whyscream.r1915507.log spam-ena-week0.r1915507.log spam-ena-week1.r1915507.log spam-ena-week2.r1915507.log spam-ena-week3.r1915507.log spam-ena-week4.r1915507.log spam-giovanni-ham.r1915507.log spam-giovanni-spammy.r1915507.log spam-giovanni-spam.r1915507.log spam-grenier.r1915507.log spam-hege.r1915507.log spam-jhardin.r1915507.log spam-llanga.r1915507.log spam-mmiroslaw-mails-ham.r1915507.log spam-mmiroslaw-mails-spam.r1915507.log spam-spamsponge.r1915507.log spam-tsz-corpus.r1915507.log spam-whyscream.r1915507.log
+# Using score set 0 logs for revision 1915529 from:
+# ham-ena-week0.r1915529.log ham-ena-week1.r1915529.log ham-ena-week2.r1915529.log ham-ena-week3.r1915529.log ham-ena-week4.r1915529.log ham-giovanni-ham.r1915529.log ham-giovanni-spammy.r1915529.log ham-giovanni-spam.r1915529.log ham-grenier.r1915529.log ham-hege.r1915529.log ham-jhardin.r1915529.log ham-llanga.r1915529.log ham-mmiroslaw-mails-ham.r1915529.log ham-mmiroslaw-mails-spam.r1915529.log ham-spamsponge.r1915529.log ham-tsz-corpus.r1915529.log ham-whyscream.r1915529.log spam-ena-week0.r1915529.log spam-ena-week1.r1915529.log spam-ena-week2.r1915529.log spam-ena-week3.r1915529.log spam-ena-week4.r1915529.log spam-giovanni-ham.r1915529.log spam-giovanni-spammy.r1915529.log spam-giovanni-spam.r1915529.log spam-grenier.r1915529.log spam-hege.r1915529.log spam-jhardin.r1915529.log spam-llanga.r1915529.log spam-mmiroslaw-mails-ham.r1915529.log spam-mmiroslaw-mails-spam.r1915529.log spam-spamsponge.r1915529.log spam-tsz-corpus.r1915529.log spam-whyscream.r1915529.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
@@ -7,229 +7,233 @@ 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 2.700
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.294
+score ADMITS_SPAM 2.699
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.451
-score ADVANCE_FEE_3_NEW_MONEY 0.385
-score ADVANCE_FEE_4_NEW_MONEY 0.160
+score ADVANCE_FEE_3_NEW 3.000
+score ADVANCE_FEE_3_NEW_MONEY 0.381
+score ADVANCE_FEE_4_NEW 2.250
+score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.199
-score BITCOIN_DEADLINE 0.748
-score BITCOIN_EXTORT_01 4.251
-score BITCOIN_MALF_HTML 0.001 # force non-zero
-score BITCOIN_PAY_ME 1.355
+score BITCOIN_DEADLINE 0.476
+score BITCOIN_EXTORT_01 4.252
+score BITCOIN_MALF_HTML 0.001
+score BITCOIN_PAY_ME 1.626
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 0.513
-score BITCOIN_SPAM_07 1.441
+score BITCOIN_SPAM_03 1.998
+score BITCOIN_SPAM_07 1.061
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 1.573
+score BITCOIN_TOEQFM 1.939
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.988
+score BODY_SINGLE_URI 2.004
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.628
-score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.499
+score BODY_URI_ONLY 0.001
+score CK_HELO_GENERIC 0.250
+score COMPENSATION 0.715
score CTE_8BIT_MISMATCH 0.999
score DEAR_BENEFICIARY 2.899
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.803
+score FILL_THIS_FORM 1.000
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.500
+score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 3.296
-score FORM_FRAUD 0.304
-score FORM_FRAUD_3 2.348
+score FONT_INVIS_POSTEXTRAS 2.874
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 1.493
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 3.099
-score FROM_ADDR_WS 2.058
-score FROM_IN_TO_AND_SUBJ 0.577
+score FROMSPACE 3.199
+score FROM_ADDR_WS 2.051
+score FROM_IN_TO_AND_SUBJ 1.599
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.001 # force non-zero
+score FROM_MISSP_DYNIP 2.676
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.088
+score FROM_MISSP_FREEMAIL 2.695
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.316
+score FROM_MISSP_TO_UNDISC 1.153
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_REPLY_FREEMAIL 1.640
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 1.890
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.399
-score FROM_WSP_TRAIL 2.799
+score FROM_WSP_TRAIL 2.800
score FSL_CTYPE_WIN1251 0.001
score FSL_HAS_TINYURL 3.099
-score FSL_NEW_HELO_USER 0.001
+score FSL_NEW_HELO_USER 0.001 # force non-zero
score FUZZY_IMPORTANT 1.187
-score FUZZY_PRIVACY 2.799
+score FUZZY_PRIVACY 2.899
score FUZZY_SECURITY 2.499
-score FUZZY_SPRM 1.792
-score GB_BITCOIN_CP 2.258
-score GB_BITCOIN_NH 2.999
+score GB_BITCOIN_CP 2.022
+score GB_BITCOIN_NH 0.937
score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.941
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_FAKE_RF_SHORT 1.940
+score GB_FREEMAIL_DISPTO 0.001
score GOOG_REDIR_NORDNS 2.399
score GOOG_STO_IMG_HTML 2.500
-score GOOG_STO_NOIMG_HTML 2.752
+score GOOG_STO_NOIMG_HTML 2.821
score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 2.000
-score HDR_ORDER_FTSDMCXX_NORDNS 0.889
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 3.471
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.854
+score HK_NAME_FM_MR_MRS 0.001
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_ENVFROM 0.990
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HK_SPAMMY_FILENAME 2.799
-score HOSTED_IMG_DIRECT_MX 3.415
+score HK_SPAMMY_FILENAME 2.800
+score HOSTED_IMG_DIRECT_MX 2.957
score HOSTED_IMG_FREEM 2.288
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 2.499
score HTML_BADATTR 0.999
+score HTML_ENTITY_ASCII 2.475
score HTML_ENTITY_ASCII_TINY 0.001
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.500
-score HTML_TEXT_INVISIBLE_FONT 1.353
-score HTML_TEXT_INVISIBLE_STYLE 1.160
+score HTML_TEXT_INVISIBLE_FONT 1.485
+score HTML_TEXT_INVISIBLE_STYLE 1.582
score JH_SPAMMY_HEADERS 3.499
+score KHOP_FAKE_EBAY 0.799
score KHOP_HELO_FCRDNS 0.399
-score LONGLN_LOW_CONTRAST 2.051
+score LIST_PARTIAL_SHORT_MSG 1.812
+score LONGLN_LOW_CONTRAST 2.092
score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.234
+score LONG_INVISIBLE_TEXT 2.189
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
+score LOTTO_DEPT 1.904
score MANY_SUBDOM 3.499
-score MILLION_EUR 1.945
+score MILLION_EUR 0.552
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.704
-score MIMEOLE_DIRECT_TO_MX 2.000
+score MILLION_USD 0.712
+score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_AREA_CASE 0.001
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.299
-score MIXED_FONT_CASE 0.278
+score MIXED_ES 2.200
+score MIXED_FONT_CASE 0.791
score MIXED_HREF_CASE 1.940
score MIXED_IMG_CASE 0.001
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001
+score MONEY_FORM 1.527
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.020
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.882
+score MONEY_FRAUD_3 2.029
+score MONEY_FRAUD_5 2.747
+score MONEY_FRAUD_8 3.012
score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 1.002
-score MSM_PRIO_REPTO 2.058
-score NA_DOLLARS 0.798
-score NICE_REPLY_A -3.495
-score NORDNS_LOW_CONTRAST 1.391
+score MSM_PRIO_REPTO 0.680
+score NA_DOLLARS 0.791
+score NICE_REPLY_A -2.909
+score NORDNS_LOW_CONTRAST 1.388
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
score NSL_RCVD_HELO_USER 0.001
-score OBFU_TEXT_ATTACH 1.500
-score PDS_BTC_ID 0.499
+score OBFU_TEXT_ATTACH 1.599
+score ODD_FREEM_REPTO 2.999
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 0.353
-score PDS_FROM_NAME_TO_DOMAIN 1.999
-score PDS_HP_HELO_NORDNS 0.913
-score PDS_NAKED_TO_NUMERO 2.000
-score PDS_PHP_EVAL 1.500
-score PDS_TINYSUBJ_URISHRT 0.833
+score PDS_FROM_2_EMAILS 0.354
+score PDS_FROM_NAME_TO_DOMAIN 2.000
+score PDS_HP_HELO_NORDNS 0.546
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_PHP_EVAL 1.499
+score PDS_TINYSUBJ_URISHRT 0.813
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PHP_ORIG_SCRIPT_EVAL 3.000
-score PHP_SCRIPT 2.500
-score POSTCARD_03 2.600
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PHP_ORIG_SCRIPT_EVAL 2.999
+score PHP_SCRIPT 2.499
+score POSTCARD_03 2.599
+score POSTCARD_05 2.445
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RCVD_DOTEDU_SUSP 1.297
-score RCVD_DOTEDU_SUSP_URI 0.600
-score REPTO_419_FRAUD_GM_LOOSE 0.999
-score REPTO_419_FRAUD_YJ 2.070
-score RISK_FREE 1.172
-score SCC_BODY_SINGLE_WORD 0.001 # force non-zero
-score SCC_BODY_URI_ONLY 2.498
+score RCVD_DOTEDU_SUSP 0.830
+score RCVD_DOTEDU_SUSP_URI 2.999
+score REPTO_419_FRAUD_GM_LOOSE 1.000
+score REPTO_419_FRAUD_YJ 1.134
+score RISK_FREE 1.167
+score SCC_BODY_SINGLE_WORD 0.001
+score SCC_BODY_URI_ONLY 2.496
score SCC_CANSPAM_2 2.598
-score SCC_ISEMM_LID_1B 1.500
-score SCC_NEWBIE_HASBEENS 2.400
-score SCC_SPAMMER_ADDR_2 2.013
+score SCC_ISEMM_LID_1B 1.499
+score SCC_SPAMMER_ADDR_2 1.569
score SENDGRID_REDIR 1.499
score SERGIO_SUBJECT_PORN014 3.099
-score SHARE_50_50 2.619
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
+score SHARE_50_50 0.747
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENED_URL_SRC 3.099
score SHORTENER_SHORT_IMG 0.001
score SHORTENER_SHORT_SUBJ 2.999
score SHORT_SHORTNER 1.999
-score SPAM_CWINDOWSNET 0.038
-score SPOOFED_FREEMAIL_NO_RDNS 1.134
+score SPAM_CWINDOWSNET 1.202
+score SPOOFED_FREEMAIL_NO_RDNS 1.498
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.205
-score SUSP_UTF8_WORD_COMBO 3.000
-score SUSP_UTF8_WORD_FROM 2.000
-score THIS_AD 1.099
-score THIS_IS_ADV_SUSP_NTLD 0.528
+score STATIC_XPRIO_OLE 0.133
+score SUSP_UTF8_WORD_COMBO 2.999
+score SUSP_UTF8_WORD_FROM 1.999
+score THIS_AD 1.100
+score THIS_IS_ADV_SUSP_NTLD 1.264
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.350
+score TO_EQ_FM_DOM_HTML_IMG 2.399
+score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.100
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.749
+score TO_NO_BRKTS_HTML_IMG 1.600
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_PH_BODY_ACCOUNTS_POST 0.966
-score TVD_PH_BODY_META_ALL 1.581
-score TVD_RCVD_SPACE_BRACKET 3.175
-score TVD_SPACE_ENCODED 2.498
-score TVD_SPACE_RATIO_MINFP 2.499
-score UNDISC_FREEM 2.699
+score TVD_PH_BODY_ACCOUNTS_POST 1.036
+score TVD_PH_BODY_META_ALL 1.507
+score TVD_RCVD_SPACE_BRACKET 2.393
+score TVD_SPACE_ENCODED 2.497
+score TVD_SPACE_RATIO_MINFP 2.500
+score UNDISC_FREEM 2.799
score UNDISC_MONEY 3.099
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_AZURE_CLOUDAPP 2.999
score URI_DOTEDU 1.999
score URI_DQ_UNSUB 2.399
-score URI_GOOGLE_PROXY 2.099
+score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 0.001
+score URI_IMG_CWINDOWSNET 0.001 # force non-zero
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 2.901
+score URI_PHISH 3.999
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.599
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.402
-score VFY_ACCT_NORDNS 2.516
-score VISTA_COST 2.499
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.999
+score VISTA_COST 2.115
score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 3.299
+score WIKI_IMG 3.400
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XM_UC_ONLY 2.500
-score XPRIO 0.698
+score XM_UC_ONLY 2.499
+score XPRIO 0.453
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -308,7 +312,6 @@ score HOSTED_IMG_MULTI 1.0
score HREF_EMPTY_PHPMAIL 1.000
score HREF_EMPTY_XANTIABUSE 1.000
score HREF_EMPTY_XAUTHED 1.000
-score HTML_ENTITY_ASCII 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
score JH_SPAMMY_PATTERN01 1.000
@@ -320,6 +323,7 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -331,8 +335,6 @@ score MSGID_HDR_MALF 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score ODD_FREEM_REPTO 1.000
-score PDS_BTC_NTLD 1.000
score PDS_X_PHP_WELLKNOWN 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915554&r1=1915553&r2=1915554&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Feb 3 02:43:29 2024
@@ -3,204 +3,206 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_HTML_NONSENSE_TAGS 1.999
-score AC_POST_EXTRAS 0.870
-score ADMITS_SPAM 1.999
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 1.802
-score ADVANCE_FEE_3_NEW_MONEY 2.085
-score ADVANCE_FEE_4_NEW_MONEY 1.439
+score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 0.818
+score ADMITS_SPAM 1.897
+score ADVANCE_FEE_2_NEW_MONEY 1.998
+score ADVANCE_FEE_3_NEW 1.911
+score ADVANCE_FEE_3_NEW_MONEY 2.062
+score ADVANCE_FEE_4_NEW_MONEY 1.647
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.095
+score ADVANCE_FEE_5_NEW_MONEY 0.100
score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
+score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.299
-score BITCOIN_DEADLINE 1.499
-score BITCOIN_EXTORT_01 2.469
+score AXB_X_FF_SEZ_S 3.296
+score BITCOIN_DEADLINE 2.428
+score BITCOIN_EXTORT_01 2.554
score BITCOIN_MALF_HTML 0.001
-score BITCOIN_PAY_ME 1.802
-score BITCOIN_SPAM_02 2.025
-score BITCOIN_SPAM_05 1.587
-score BITCOIN_SPAM_07 0.754
-score BITCOIN_SPAM_09 1.171
+score BITCOIN_PAY_ME 1.005
+score BITCOIN_SPAM_02 1.693
+score BITCOIN_SPAM_05 0.001
+score BITCOIN_SPAM_07 0.001
+score BITCOIN_SPAM_09 1.204
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.987
-score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 0.714
+score BITCOIN_XPRIO 2.497
+score BITCOIN_YOUR_INFO 2.993
+score BODY_SINGLE_URI 0.569
+score BODY_SINGLE_WORD 0.144
score BODY_URI_ONLY 0.001
-score CK_HELO_GENERIC 0.250
+score CK_HELO_GENERIC 0.248
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 2.248
-score DKIMWL_WL_HIGH -2.276
+score DEAR_BENEFICIARY 2.246
+score DKIMWL_WL_HIGH -2.137
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.237
+score END_FUTURE_EMAILS 2.497
+score FILL_THIS_FORM 0.160
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 0.552
-score FONT_INVIS_POSTEXTRAS 2.927
-score FORGED_SPF_HELO 3.099
-score FORM_FRAUD_5 0.900
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_ADDR_WS 0.088
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.885
-score FROM_IN_TO_AND_SUBJ 0.797
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 0.490
-score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 3.099
+score FONT_INVIS_POSTEXTRAS 2.972
+score FORGED_SPF_HELO 3.096
+score FORM_FRAUD_5 0.698
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_ADDR_WS 0.099
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.825
+score FROM_IN_TO_AND_SUBJ 0.311
+score FROM_MISSPACED 1.997
+score FROM_MISSP_DYNIP 0.465
+score FROM_MISSP_EH_MATCH 1.997
+score FROM_MISSP_FREEMAIL 3.096
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.902
-score FROM_MISSP_SPF_FAIL 1.703
-score FROM_MISSP_TO_UNDISC 3.435
+score FROM_MISSP_REPLYTO 0.928
+score FROM_MISSP_SPF_FAIL 1.999
+score FROM_MISSP_TO_UNDISC 2.359
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_PAYPAL_SPOOF 1.516
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 1.933
+score FROM_PAYPAL_SPOOF 0.007
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FSL_BULK_SIG 1.929
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 0.599
+score FUZZY_BITCOIN 1.746
score FUZZY_IMPORTANT 1.995
-score FUZZY_PRIVACY 2.899
-score FUZZY_SPRM 2.399
-score FUZZY_WALLET 0.094
-score GB_BITCOIN_CP 1.631
-score GB_CUSTOM_HTM_URI 1.499
-score GB_FAKE_RF_SHORT 1.345
-score GB_FREEMAIL_DISPTO 0.001
+score FUZZY_PRIVACY 2.896
+score FUZZY_SPRM 2.397
+score FUZZY_WALLET 0.107
+score GB_BITCOIN_CP 2.853
+score GB_CUSTOM_HTM_URI 1.498
+score GB_FAKE_RF_SHORT 1.406
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_HASHBL_BTC 0.001
-score GOOG_REDIR_NORDNS 1.943
-score GOOG_STO_IMG_HTML 2.728
-score GOOG_STO_NOIMG_HTML 2.717
+score GOOG_REDIR_NORDNS 1.941
+score GOOG_STO_IMG_HTML 2.726
+score GOOG_STO_NOIMG_HTML 2.658
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.990
-score HDR_ORDER_FTSDMCXX_DIRECT 1.865
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
+score HDRS_MISSP 0.986
+score HDR_ORDER_FTSDMCXX_DIRECT 1.831
+score HDR_ORDER_FTSDMCXX_NORDNS 2.117
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.414
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 1.000
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 2.787
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_BADATTR 0.999
-score HTML_FONT_TINY_NORDNS 1.725
-score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 2.106
-score JH_SPAMMY_HEADERS 3.499
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
-score LONGLN_LOW_CONTRAST 2.190
-score LONG_HEX_URI 1.803
+score HELO_NO_DOMAIN 0.446
+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 3.496
+score HOSTED_IMG_FREEM 2.794
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_BADATTR 0.998
+score HTML_FONT_TINY_NORDNS 1.717
+score HTML_SINGLET_MANY 2.497
+score HTML_TEXT_INVISIBLE_FONT 1.997
+score HTML_TEXT_INVISIBLE_STYLE 2.110
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_HELO_FCRDNS 0.001
+score LIST_PARTIAL_SHORT_MSG 2.497
+score LONGLN_LOW_CONTRAST 2.192
+score LONG_HEX_URI 1.789
score LONG_IMG_URI 0.442
-score LONG_INVISIBLE_TEXT 2.479
+score LONG_INVISIBLE_TEXT 2.412
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 1.999
-score MANY_SUBDOM 3.299
+score LOTTO_DEPT 1.998
+score MANY_SUBDOM 3.296
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001 # force non-zero
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_AREA_CASE 0.001
-score MIXED_CENTER_CASE 2.499
-score MIXED_ES 2.199
-score MIXED_FONT_CASE 1.913
-score MIXED_HREF_CASE 1.999
+score MIXED_CENTER_CASE 2.497
+score MIXED_ES 2.197
+score MIXED_FONT_CASE 1.547
+score MIXED_HREF_CASE 1.997
score MIXED_IMG_CASE 0.001
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 1.098
+score MONEY_FORM 1.014
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.964
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 2.599
-score MONEY_FREEMAIL_REPTO 1.086
+score MONEY_FRAUD_3 1.938
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 2.596
+score MONEY_FREEMAIL_REPTO 1.081
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.499
-score NA_DOLLARS 0.800
-score NICE_REPLY_A -0.481
-score NORDNS_LOW_CONTRAST 0.226
-score NO_FM_NAME_IP_HOSTN 0.449
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.403
-score OBFU_BITCOIN 2.697
-score OBFU_TEXT_ATTACH 0.001
+score MONEY_NOHTML 2.497
+score NA_DOLLARS 0.807
+score NICE_REPLY_A -0.509
+score NORDNS_LOW_CONTRAST 0.244
+score NO_FM_NAME_IP_HOSTN 0.836
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.298
+score OBFU_BITCOIN 1.286
+score OBFU_TEXT_ATTACH 0.428
score PDS_BTC_ID 0.001
-score PDS_BTC_MSGID 0.001
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 0.452
-score PDS_FROM_NAME_TO_DOMAIN 1.127
-score PDS_HELO_SPF_FAIL 1.999
+score PDS_BTC_MSGID 0.554
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.507
+score PDS_FROM_NAME_TO_DOMAIN 1.078
+score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PHP_SCRIPT 1.654
-score POSTCARD_03 2.599
+score PHP_SCRIPT 1.747
+score POSTCARD_03 2.596
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.612
-score RATWARE_NO_RDNS 2.013
-score RCVD_DOTEDU_SUSP 1.720
-score RCVD_DOTEDU_SUSP_URI 2.169
+score RAND_MKTG_HEADER 1.592
+score RATWARE_NO_RDNS 1.964
+score RCVD_DOTEDU_SUSP 1.515
+score RCVD_DOTEDU_SUSP_URI 0.042
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 2.799
-score SCC_CANSPAM_2 2.900
-score SCC_ISEMM_LID_1B 1.499
-score SCC_NEWBIE_HASBEENS 2.300
+score SCC_BODY_URI_ONLY 2.797
+score SCC_CANSPAM_2 2.893
+score SCC_ISEMM_LID_1B 1.498
+score SCC_NEWBIE_HASBEENS 2.297
score SENDGRID_REDIR 0.001
-score SERGIO_SUBJECT_PORN014 3.099
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENED_URL_SRC 1.246
-score SHORTENER_SHORT_IMG 0.899
-score SHORT_SHORTNER 1.999
+score SERGIO_SUBJECT_PORN014 3.096
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENED_URL_SRC 1.256
+score SHORTENER_SHORT_IMG 0.895
+score SHORT_SHORTNER 1.997
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.078
-score STATIC_XPRIO_OLE 0.576
-score SUSP_UTF8_WORD_COMBO 3.000
-score THIS_AD 0.999
-score TO_EQ_FM_DIRECT_MX 1.673
-score TO_EQ_FM_DOM_SPF_FAIL 0.236
-score TO_EQ_FM_SPF_FAIL 1.333
-score TO_IN_SUBJ 0.100
-score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 1.793
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.029
-score TO_NO_BRKTS_NORDNS_HTML 1.812
-score TO_NO_BRKTS_PCNT 2.180
-score TVD_PH_BODY_ACCOUNTS_POST 0.718
-score TVD_PH_BODY_META_ALL 2.585
-score TVD_SPACE_RATIO_MINFP 0.001 # force non-zero
-score UNDISC_FREEM 2.399
-score UNDISC_MONEY 2.899
-score UNICODE_OBFU_ASC 2.500
+score SPOOFED_FREEM_REPTO 2.074
+score STATIC_XPRIO_OLE 0.616
+score SUSP_UTF8_WORD_COMBO 2.996
+score THIS_AD 0.998
+score TO_EQ_FM_DIRECT_MX 1.249
+score TO_EQ_FM_DOM_SPF_FAIL 0.064
+score TO_EQ_FM_SPF_FAIL 1.511
+score TO_IN_SUBJ 0.098
+score TO_NO_BRKTS_FROM_MSSP 2.498
+score TO_NO_BRKTS_HTML_IMG 1.997
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_MSFT 2.027
+score TO_NO_BRKTS_NORDNS_HTML 1.776
+score TO_NO_BRKTS_PCNT 1.986
+score TVD_PH_BODY_ACCOUNTS_POST 0.616
+score TVD_PH_BODY_META_ALL 2.573
+score TVD_SPACE_RATIO_MINFP 0.001
+score UNDISC_FREEM 2.397
+score UNDISC_MONEY 2.896
+score UNICODE_OBFU_ASC 2.497
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_DOTEDU 1.999
-score URI_DQ_UNSUB 2.399
-score URI_GOOGLE_PROXY 1.799
-score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 1.267
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.901
-score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.399
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score WIKI_IMG 2.199
-score WORD_INVIS_MANY 2.547
+score URI_DOTEDU 1.997
+score URI_DQ_UNSUB 2.297
+score URI_GOOGLE_PROXY 1.797
+score URI_GOOG_STO_SPAMMY 2.996
+score URI_IMG_CWINDOWSNET 1.259
+score URI_ONLY_MSGID_MALF 1.484
+score URI_PHISH 3.898
+score URI_TRY_3LD 1.997
+score URI_WPADMIN 2.397
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score VISTA_TONOM_EQ_TOLOC 1.997
+score WIKI_IMG 2.197
+score WORD_INVIS_MANY 2.546
score XFER_LOTSA_MONEY 0.001
-score XM_RANDOM 2.499
-score XPRIO 0.001 # force non-zero
+score XM_RANDOM 2.497
+score XPRIO 0.001
score ACCT_PHISHING_MANY 1.000
score AC_FROM_MANY_DOTS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -317,6 +319,7 @@ score LUCRATIVE 1.0
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -329,7 +332,6 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score ODD_FREEM_REPTO 1.000
-score PDS_BTC_NTLD 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
score PDS_NAKED_TO_NUMERO 1.000
score PDS_PHP_EVAL 1.000
@@ -406,7 +408,6 @@ score URI_WP_DIRINDEX 1.0
score USB_DRIVES 1.000
score VFY_ACCT_NORDNS 1.000
score VISTA_COST 1.000
-score VISTA_TONOM_EQ_TOLOC 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1915554&r1=1915553&r2=1915554&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Feb 3 02:43:29 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 466856 65.774% (99.243% of non-spam corpus)
-# Correctly spam: 171956 24.226% (71.835% of spam corpus)
-# False positives: 3559 0.501% (0.757% of nonspam, 54980 weighted)
-# False negatives: 67419 9.498% (28.165% of spam, 126363 weighted)
-# Average score for spam: 7.0 nonspam: 0.5
-# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 709790 100.00%
+# Correctly non-spam: 472107 66.323% (99.359% of non-spam corpus)
+# Correctly spam: 168919 23.730% (71.372% of spam corpus)
+# False positives: 3048 0.428% (0.641% of nonspam, 47845 weighted)
+# False negatives: 67754 9.518% (28.628% of spam, 126336 weighted)
+# Average score for spam: 7.1 nonspam: 0.5
+# Average for false-pos: 6.3 false-neg: 1.9
+# TOTAL: 711828 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 58302 99.34%
-# Correctly spam: 21446 71.60%
-# False positives: 387 0.66%
-# False negatives: 8506 28.40%
-# TCR(l=50): 1.075244 SpamRecall: 71.601% SpamPrec: 98.227%
+# Correctly non-spam: 58858 99.27%
+# Correctly spam: 21009 70.94%
+# False positives: 431 0.73%
+# False negatives: 8606 29.06%
+# TCR(l=50): 0.982060 SpamRecall: 70.940% SpamPrec: 97.990%
##### 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: 461095 98.02%
-# Correctly spam: 139356 58.22%
-# False positives: 9320 1.98%
-# False negatives: 100019 41.78%
-# TCR(l=50): 0.422910 SpamRecall: 58.217% SpamPrec: 93.731%
+# Correctly non-spam: 465813 98.03%
+# Correctly spam: 136913 57.85%
+# False positives: 9342 1.97%
+# False negatives: 99760 42.15%
+# TCR(l=50): 0.417516 SpamRecall: 57.849% SpamPrec: 93.613%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57506 97.98%
-# Correctly spam: 17419 58.16%
-# False positives: 1183 2.02%
-# False negatives: 12533 41.84%
-# TCR(l=50): 0.417840 SpamRecall: 58.156% SpamPrec: 93.640%
+# Correctly non-spam: 58109 98.01%
+# Correctly spam: 17179 58.01%
+# False positives: 1180 1.99%
+# False negatives: 12436 41.99%
+# TCR(l=50): 0.414567 SpamRecall: 58.008% SpamPrec: 93.573%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915554&r1=1915553&r2=1915554&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Feb 3 02:43:29 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 433440 75.770% (99.479% of non-spam corpus)
-# Correctly spam: 93337 16.316% (68.461% of spam corpus)
-# False positives: 2270 0.397% (0.521% of nonspam, 45097 weighted)
-# False negatives: 43000 7.517% (31.539% of spam, 96634 weighted)
-# Average score for spam: 7.6 nonspam: -1.4
-# Average for false-pos: 6.3 false-neg: 2.2
-# TOTAL: 572047 100.00%
+# Correctly non-spam: 433477 75.777% (99.488% of non-spam corpus)
+# Correctly spam: 92986 16.255% (68.204% of spam corpus)
+# False positives: 2233 0.390% (0.512% of nonspam, 44526 weighted)
+# False negatives: 43349 7.578% (31.796% of spam, 98384 weighted)
+# Average score for spam: 7.5 nonspam: -1.4
+# Average for false-pos: 6.4 false-neg: 2.3
+# TOTAL: 572045 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54061 99.52%
-# Correctly spam: 11634 68.14%
-# False positives: 259 0.48%
-# False negatives: 5439 31.86%
-# TCR(l=50): 0.928435 SpamRecall: 68.143% SpamPrec: 97.822%
+# Correctly non-spam: 54062 99.53%
+# Correctly spam: 11635 68.15%
+# False positives: 258 0.47%
+# False negatives: 5438 31.85%
+# TCR(l=50): 0.931018 SpamRecall: 68.149% SpamPrec: 97.831%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
# SUMMARY for threshold 5.0:
# Correctly non-spam: 434173 99.65%
-# Correctly spam: 22305 16.36%
+# Correctly spam: 22295 16.35%
# False positives: 1537 0.35%
-# False negatives: 114032 83.64%
-# TCR(l=50): 0.714248 SpamRecall: 16.360% SpamPrec: 93.553%
+# False negatives: 114040 83.65%
+# TCR(l=50): 0.714207 SpamRecall: 16.353% SpamPrec: 93.551%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 54139 99.67%
-# Correctly spam: 2783 16.30%
+# Correctly spam: 2774 16.25%
# False positives: 181 0.33%
-# False negatives: 14290 83.70%
-# TCR(l=50): 0.731491 SpamRecall: 16.301% SpamPrec: 93.893%
+# False negatives: 14299 83.75%
+# TCR(l=50): 0.731209 SpamRecall: 16.248% SpamPrec: 93.875%