Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1901393&r1=1901392&r2=1901393&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon May 30 02:47:37 2022
@@ -1,180 +1,185 @@
-# Using score set 0 logs for revision 1901314 from:
-# ham-darxus.r1901314.log ham-ena-week0.r1901314.log ham-ena-week1.r1901314.log ham-ena-week2.r1901314.log ham-ena-week3.r1901314.log ham-ena-week4.r1901314.log ham-giovanni-ham.r1901314.log ham-giovanni-spammy.r1901314.log ham-giovanni-spam.r1901314.log ham-grenier.r1901314.log ham-hege.r1901314.log ham-jhardin.r1901314.log ham-llanga.r1901314.log ham-mmiroslaw-mails-ham.r1901314.log ham-mmiroslaw-mails-spam.r1901314.log ham-spamsponge.r1901314.log ham-thendrikx.r1901314.log ham-tsz-spam-corpus.r1901314.log spam-darxus.r1901314.log spam-ena-week0.r1901314.log spam-ena-week1.r1901314.log spam-ena-week2.r1901314.log spam-ena-week3.r1901314.log spam-ena-week4.r1901314.log spam-giovanni-ham.r1901314.log spam-giovanni-spammy.r1901314.log spam-giovanni-spam.r1901314.log spam-grenier.r1901314.log spam-hege.r1901314.log spam-jhardin.r1901314.log spam-llanga.r1901314.log spam-mmiroslaw-mails-ham.r1901314.log spam-mmiroslaw-mails-spam.r1901314.log spam-spamsponge.r1901314.log spam-thendrikx.
r1901314.log spam-tsz-spam-corpus.r1901314.log
+# Using score set 0 logs for revision 1901380 from:
+# ham-darxus.r1901380.log ham-ena-week0.r1901380.log ham-ena-week1.r1901380.log ham-ena-week2.r1901380.log ham-ena-week3.r1901380.log ham-ena-week4.r1901380.log ham-giovanni-ham.r1901380.log ham-giovanni-spammy.r1901380.log ham-giovanni-spam.r1901380.log ham-grenier.r1901380.log ham-hege.r1901380.log ham-jhardin.r1901380.log ham-llanga.r1901380.log ham-mmiroslaw-mails-ham.r1901380.log ham-mmiroslaw-mails-spam.r1901380.log ham-spamsponge.r1901380.log ham-thendrikx.r1901380.log ham-tsz-spam-corpus.r1901380.log spam-darxus.r1901380.log spam-ena-week0.r1901380.log spam-ena-week1.r1901380.log spam-ena-week2.r1901380.log spam-ena-week3.r1901380.log spam-ena-week4.r1901380.log spam-giovanni-ham.r1901380.log spam-giovanni-spammy.r1901380.log spam-giovanni-spam.r1901380.log spam-grenier.r1901380.log spam-hege.r1901380.log spam-jhardin.r1901380.log spam-llanga.r1901380.log spam-mmiroslaw-mails-ham.r1901380.log spam-mmiroslaw-mails-spam.r1901380.log spam-spamsponge.r1901380.log spam-thendrikx.
r1901380.log spam-tsz-spam-corpus.r1901380.log
+score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 3.100
+score ADMITS_SPAM 2.999
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.147
score ADVANCE_FEE_3_NEW_MONEY 2.699
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.812
-score ADVANCE_FEE_5_NEW 2.299
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.513
-score ADVANCE_FEE_5_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW_MONEY 1.805
+score ADVANCE_FEE_5_NEW 2.399
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
score AD_PREFS 0.499
+score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 1.000
+score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 1.465
+score BIGNUM_EMAILS_FREEM 2.999
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 4.501
+score BITCOIN_EXTORT_01 4.500
score BITCOIN_ONAN 2.999
+score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.500
-score BITCOIN_SPAM_09 1.253
-score BITCOIN_XPRIO 2.289
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_09 0.001
+score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.949
+score BODY_SINGLE_URI 2.352
score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.060
+score DEAR_BENEFICIARY 2.899
score DX_TEXT_03 1.399
score ENCRYPTED_MESSAGE -0.999
-score FACEBOOK_IMG_NOT_RCVD_FB 2.000
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
score FILL_THIS_FORM 1.099
-score FONT_INVIS_DIRECT 0.001 # force non-zero
-score FONT_INVIS_MSGID 0.588
-score FONT_INVIS_POSTEXTRAS 1.653
+score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_MSGID 1.579
+score FONT_INVIS_POSTEXTRAS 2.746
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_2_EMAILS_SHORT 1.624
+score FROM_2_EMAILS_SHORT 0.001 # force non-zero
score FROM_ADDR_WS 2.999
-score FROM_MISSPACED 0.702
-score FROM_MISSP_DYNIP 1.915
-score FROM_MISSP_EH_MATCH 1.972
-score FROM_MISSP_FREEMAIL 3.399
-score FROM_MISSP_MSFT 0.001 # force non-zero
-score FROM_MISSP_TO_UNDISC 2.399
+score FROM_MISSPACED 0.292
+score FROM_MISSP_DYNIP 1.703
+score FROM_MISSP_EH_MATCH 1.999
+score FROM_MISSP_FREEMAIL 1.872
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_TO_UNDISC 2.299
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_MULTI_NORDNS 0.130
-score FROM_NTLD_REPLY_FREEMAIL 1.139
+score FROM_MULTI_NORDNS 0.234
+score FROM_NTLD_REPLY_FREEMAIL 1.079
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_SUSPICIOUS_NTLD_FP 2.000
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.200
+score FSL_NEW_HELO_USER 0.001 # force non-zero
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.499
score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_MALWARE_DNLD 4.557
-score GOOG_REDIR_NORDNS 2.603
+score GOOG_MALWARE_DNLD 2.708
+score GOOG_REDIR_NORDNS 2.600
score GOOG_STO_EMAIL_PHISH 2.999
-score GOOG_STO_IMG_NOHTML 2.499
+score GOOG_STO_IMG_NOHTML 2.500
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 1.999
-score HDRS_LCASE_IMGONLY 0.001 # force non-zero
-score HDRS_MISSP 1.689
-score HDR_ORDER_FTSDMCXX_DIRECT 0.655
+score HAS_X_OUTGOING_SPAM_STAT 1.609
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 1.687
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 0.999
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.429
-score HK_WIN 0.860
-score HOSTED_IMG_DIRECT_MX 2.600
+score HK_SCAM 0.001
+score HK_WIN 1.000
+score HOSTED_IMG_DIRECT_MX 2.398
score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI_PUB_01 2.999
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.999
-score HTML_OFF_PAGE 2.999
-score HTML_TAG_BALANCE_CENTER 2.198
-score HTML_TEXT_INVISIBLE_STYLE 1.987
+score HTML_FONT_TINY_NORDNS 2.000
+score HTML_OFF_PAGE 3.000
+score HTML_TAG_BALANCE_CENTER 2.417
+score HTML_TEXT_INVISIBLE_STYLE 1.765
score JH_SPAMMY_HEADERS 3.499
-score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.690
-score LONG_INVISIBLE_TEXT 0.542
+score LONGLN_LOW_CONTRAST 2.500
+score LONG_HEX_URI 3.000
+score LONG_IMG_URI 1.689
+score LONG_INVISIBLE_TEXT 0.537
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
+score MALFORMED_FREEMAIL 3.099
score MALWARE_NORDNS 2.102
-score MALWARE_PASSWORD 0.528
-score MALW_ATTACH 2.300
+score MALWARE_PASSWORD 0.001
+score MALW_ATTACH 2.299
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.801
-score MIMEOLE_DIRECT_TO_MX 1.554
+score MILLION_USD 0.761
+score MIMEOLE_DIRECT_TO_MX 0.160
score MIME_NO_TEXT 1.999
-score MIXED_ES 3.099
+score MIXED_ES 3.000
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.115
-score MONEY_FRAUD_8 0.001 # force non-zero
+score MONEY_FRAUD_5 0.231
+score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 3.000
-score MONEY_FROM_41 2.000
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MSGID_HDR_MALF 3.499
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 2.928
-score NA_DOLLARS 0.239
-score NICE_REPLY_A -3.687
+score NAME_EMAIL_DIFF 2.927
+score NA_DOLLARS 0.535
+score NICE_REPLY_A -3.548
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.905
-score NUMBEREND_LINKBAIT 0.315
-score OBFU_TEXT_ATTACH 0.928
-score ODD_FREEM_REPTO 2.999
+score NSL_RCVD_HELO_USER 1.825
+score NUMBEREND_LINKBAIT 0.193
+score OBFU_TEXT_ATTACH 1.126
+score ODD_FREEM_REPTO 3.000
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_OTHER_BAD_TLD 1.999
score PDS_PHPEXP_BOT 1.499
-score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PDS_TINYSUBJ_URISHRT 1.500
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
score PHOTO_EDITING_DIRECT 2.999
-score PHP_ORIG_SCRIPT 2.500
+score PHP_ORIG_SCRIPT 2.499
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RAND_MKTG_HEADER 1.999
-score RDNS_NUM_TLD_XM 2.276
+score RAND_MKTG_HEADER 2.000
+score RDNS_NUM_TLD_XM 1.230
+score REPTO_419_FRAUD_GM 2.999
score REPTO_INFONUMSCOM 2.999
-score SCC_BODY_URI_ONLY 2.700
+score SCC_BODY_URI_ONLY 2.699
score SCC_CANSPAM_2 2.500
-score SCC_ISEMM_LID_1 2.846
-score SCC_SPAMMER_ADDR_2 2.219
-score SCRIPT_GIBBERISH 3.099
+score SCC_ISEMM_LID_1 2.048
+score SCC_SPAMMER_ADDR_2 2.239
+score SCC_THREE_WORD_MONTY 3.199
+score SCRIPT_GIBBERISH 2.999
score SENDGRID_REDIR 1.500
-score SERGIO_SUBJECT_VIAGRA01 3.757
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.038
+score SERGIO_SUBJECT_VIAGRA01 4.432
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.044
score SHORT_IMG_SUSP_NTLD 0.001
-score STATIC_XPRIO_OLE 0.001 # force non-zero
+score STATIC_XPRIO_OLE 0.690
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_MANY 3.000
+score SUSP_UTF8_WORD_MANY 2.837
score THIS_AD 0.999
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_NAME_SUBJ_NO_RDNS 1.129
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NAME_SUBJ_NO_RDNS 0.224
+score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NO_BRKTS_HTML_IMG 2.000
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_NORDNS_HTML 1.540
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 2.287
+score TO_NO_BRKTS_NORDNS_HTML 1.745
+score TO_NO_BRKTS_PCNT 2.500
+score TVD_RCVD_SPACE_BRACKET 1.885
score UNDISC_FREEM 3.099
-score UNDISC_MONEY 2.176
+score UNDISC_MONEY 2.381
score UPPERCASE_URI 3.299
-score URI_DOTEDU 0.302
+score URI_DOTEDU 1.999
score URI_FIREBASEAPP 2.999
score URI_GOOGLE_PROXY 2.299
score URI_OBFU_DOM 2.399
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 2.000
+score URI_TRY_3LD 1.999
score URI_WP_HACKED_2 2.499
-score WORD_INVIS_MANY 2.999
+score WORD_INVIS_MANY 3.000
score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 1.977
+score XM_DIGITS_ONLY 0.985
score XM_RANDOM 2.499
-score XM_RECPTID 3.000
-score AC_BR_BONANZA 0.001
+score XM_RECPTID 2.999
+score YOU_INHERIT 1.534
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -187,8 +192,6 @@ score AC_SPAMMY_URI_PATTERNS8 1.0
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADULT_DATING_COMPANY 10.000
score ADVANCE_FEE_2_NEW_FORM 1.000
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
-score ALIBABA_IMG_NOT_RCVD_ALI 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
@@ -198,7 +201,6 @@ score BITCOIN_EXTORT_02 1.0
score BITCOIN_IMGUR 1.000
score BITCOIN_MALWARE 1.000
score BITCOIN_OBFU_SUBJ 1.000
-score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
@@ -216,8 +218,10 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
+score COMPENSATION 1.000
score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
+score DETAILS_OF_PRODUCT 1.000
score DOTGOV_IMAGE 1.000
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
@@ -234,6 +238,7 @@ score FOUND_YOU 1.0
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_MISSP_PHISH 1.000
+score FROM_MISSP_REPLYTO 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
@@ -266,6 +271,7 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -280,7 +286,6 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score PDS_FROM_2_EMAILS 1.000
score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
@@ -301,7 +306,6 @@ score REPTO_419_FRAUD 1.0
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
-score REPTO_419_FRAUD_GM 1.000
score REPTO_419_FRAUD_GM_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
@@ -325,6 +329,9 @@ score THIS_IS_ADV_SUSP_NTLD 1.0
score TONLINE_FAKE_DKIM 1.000
score TO_EQ_FM_DIRECT_MX 1.000
score TO_IN_SUBJ 0.100
+score TO_NO_BRKTS_MSFT 1.000
+score TVD_SPACE_ENCODED 1.000
+score TVD_SPACE_RATIO_MINFP 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ASC 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1901393&r1=1901392&r2=1901393&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon May 30 02:47:37 2022
@@ -2,213 +2,212 @@
# ham-net-darxus.r1901343.log ham-net-ena-week0.r1901343.log ham-net-ena-week1.r1901343.log ham-net-ena-week2.r1901343.log ham-net-ena-week3.r1901343.log ham-net-ena-week4.r1901343.log ham-net-giovanni-ham.r1901343.log ham-net-giovanni-spammy.r1901343.log ham-net-giovanni-spam.r1901343.log ham-net-grenier.r1901343.log ham-net-hege.r1901343.log ham-net-jhardin.r1901343.log ham-net-llanga.r1901343.log ham-net-mmiroslaw-mails-ham.r1901343.log ham-net-mmiroslaw-mails-spam.r1901343.log ham-net-spamsponge.r1901343.log ham-net-thendrikx.r1901343.log ham-net-tsz-spam-corpus.r1901343.log spam-net-darxus.r1901343.log spam-net-ena-week0.r1901343.log spam-net-ena-week1.r1901343.log spam-net-ena-week2.r1901343.log spam-net-ena-week3.r1901343.log spam-net-ena-week4.r1901343.log spam-net-giovanni-ham.r1901343.log spam-net-giovanni-spammy.r1901343.log spam-net-giovanni-spam.r1901343.log spam-net-grenier.r1901343.log spam-net-hege.r1901343.log spam-net-jhardin.r1901343.log spam-net-llanga.r1901343.l
og spam-net-mmiroslaw-mails-ham.r1901343.log spam-net-mmiroslaw-mails-spam.r1901343.log spam-net-spamsponge.r1901343.log spam-net-thendrikx.r1901343.log spam-net-tsz-spam-corpus.r1901343.log
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.999
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.819
-score ADVANCE_FEE_3_NEW_MONEY 2.699
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.299
-score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW 2.299
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.871
-score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
-score AD_PREFS 0.001 # force non-zero
-score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.158
-score APOSTROPHE_TOCC 0.999
+score AC_FROM_MANY_DOTS 2.996
+score AC_HTML_NONSENSE_TAGS 1.997
+score ADMITS_SPAM 2.896
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.497
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.202
+score ADVANCE_FEE_3_NEW_MONEY 2.696
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.090
+score ADVANCE_FEE_4_NEW_MONEY 2.696
+score ADVANCE_FEE_5_NEW 2.297
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.735
+score ADVANCE_FEE_5_NEW_MONEY 0.001
+score AD_PREFS 0.001
+score ALIBABA_IMG_NOT_RCVD_ALI 2.497
+score AMAZON_IMG_NOT_RCVD_AMZN 1.165
+score APOSTROPHE_TOCC 0.998
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 0.119
-score BITCOIN_DEADLINE 0.663
-score BITCOIN_EXTORT_01 3.256
+score BIGNUM_EMAILS_FREEM 0.121
+score BITCOIN_DEADLINE 0.639
+score BITCOIN_EXTORT_01 3.251
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.999
-score BITCOIN_PAY_ME 1.240
-score BITCOIN_SPAM_02 2.146
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.524
+score BITCOIN_ONAN 2.997
+score BITCOIN_PAY_ME 1.405
+score BITCOIN_SPAM_02 2.144
+score BITCOIN_SPAM_03 2.498
+score BITCOIN_SPAM_05 1.519
score BITCOIN_SPAM_09 0.001
-score BITCOIN_XPRIO 1.445
-score BITCOIN_YOUR_INFO 1.757
-score BODY_SINGLE_URI 0.068
+score BITCOIN_XPRIO 1.444
+score BITCOIN_YOUR_INFO 1.777
+score BODY_SINGLE_URI 0.470
score BODY_URI_ONLY 0.001
-score CONTENT_AFTER_HTML 2.500
+score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -0.745
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.197
-score DX_TEXT_03 1.499
-score ENCRYPTED_MESSAGE -0.414
-score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.999
+score DKIMWL_WL_HIGH -0.577
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.773
+score DX_TEXT_03 1.498
+score ENCRYPTED_MESSAGE -0.672
+score END_FUTURE_EMAILS 2.497
+score FACEBOOK_IMG_NOT_RCVD_FB 1.997
+score FILL_THIS_FORM 0.924
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_POSTEXTRAS 2.181
+score FONT_INVIS_POSTEXTRAS 2.172
score FORGED_SPF_HELO 0.001 # force non-zero
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_2_EMAILS_SHORT 1.858
-score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM 1.499
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_2_EMAILS_SHORT 1.610
+score FROM_ADDR_WS 2.996
+score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.677
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.464
score FROM_GOV_SPOOF 0.999
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.089
+score FROM_MISSP_DYNIP 2.297
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.638
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_SPF_FAIL 0.830
-score FROM_MISSP_TO_UNDISC 1.985
-score FROM_MISSP_USER 0.001
+score FROM_MISSP_FREEMAIL 1.640
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_SPF_FAIL 0.829
+score FROM_MISSP_TO_UNDISC 1.583
+score FROM_MISSP_USER 0.001 # force non-zero
score FROM_MISSP_XPRIO 0.001
-score FROM_MULTI_NORDNS 1.002
-score FROM_NTLD_REPLY_FREEMAIL 1.793
-score FROM_PAYPAL_SPOOF 0.762
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.174
+score FROM_MULTI_NORDNS 1.001
+score FROM_NTLD_REPLY_FREEMAIL 0.718
+score FROM_PAYPAL_SPOOF 1.290
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.998
+score FSL_BULK_SIG 0.007
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.199
-score GB_FAKE_RF_SHORT 1.999
+score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.499
-score GB_HASHBL_BTC 1.774
-score GB_URI_FLEEK_STO_HTM 1.000
-score GOOG_MALWARE_DNLD 2.883
-score GOOG_REDIR_NORDNS 3.128
-score GOOG_STO_EMAIL_PHISH 2.148
-score GOOG_STO_IMG_NOHTML 2.499
-score GOOG_STO_NOIMG_HTML 2.999
+score GB_HASHBL_BTC 1.773
+score GB_URI_FLEEK_STO_HTM 0.998
+score GOOG_MALWARE_DNLD 4.636
+score GOOG_REDIR_NORDNS 3.124
+score GOOG_STO_EMAIL_PHISH 1.767
+score GOOG_STO_IMG_NOHTML 2.497
+score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 0.001
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 1.552
+score HDRS_MISSP 1.553
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.404
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.001 # force non-zero
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 1.000
+score HK_LOTTO 0.998
+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 0.001
+score HK_WIN 0.998
+score HOSTED_IMG_DIRECT_MX 0.228
score HOSTED_IMG_FREEM 2.214
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.837
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.650
-score HTML_TAG_BALANCE_CENTER 2.799
-score HTML_TEXT_INVISIBLE_FONT 1.342
-score HTML_TEXT_INVISIBLE_STYLE 2.088
-score JH_SPAMMY_HEADERS 3.499
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_ENTITY_ASCII 2.996
+score HTML_FONT_TINY_NORDNS 1.913
+score HTML_OFF_PAGE 2.996
+score HTML_SINGLET_MANY 1.652
+score HTML_TAG_BALANCE_CENTER 2.796
+score HTML_TEXT_INVISIBLE_FONT 0.758
+score HTML_TEXT_INVISIBLE_STYLE 2.008
+score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.001
score LONGLN_LOW_CONTRAST 2.248
-score LONG_HEX_URI 1.615
-score LONG_IMG_URI 1.147
+score LONG_HEX_URI 1.612
+score LONG_IMG_URI 1.434
score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.666
-score MALFORMED_FREEMAIL 2.052
-score MALWARE_NORDNS 0.001
-score MALWARE_PASSWORD 0.001
-score MALW_ATTACH 2.300
+score LOTTO_AGENT 1.338
+score MALFORMED_FREEMAIL 2.054
+score MALWARE_NORDNS 0.001 # force non-zero
+score MALWARE_PASSWORD 0.001 # force non-zero
+score MALW_ATTACH 2.297
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.978
+score MILLION_USD 1.987
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.999
-score MIXED_ES 2.593
+score MIME_NO_TEXT 1.997
+score MIXED_ES 2.572
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.708
-score MONEY_FRAUD_5 0.687
+score MONEY_FRAUD_3 0.680
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 1.987
-score MONEY_FROM_41 1.999
+score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MSGID_HDR_MALF 3.499
+score MSGID_HDR_MALF 3.496
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 0.578
+score NAME_EMAIL_DIFF 0.850
score NA_DOLLARS 0.001
-score NICE_REPLY_A -1.876
-score NORDNS_LOW_CONTRAST 0.369
+score NICE_REPLY_A -0.476
+score NORDNS_LOW_CONTRAST 0.326
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.454
-score NUMBEREND_LINKBAIT 0.854
-score OBFU_TEXT_ATTACH 1.194
-score ODD_FREEM_REPTO 2.946
+score NSL_RCVD_HELO_USER 1.608
+score NUMBEREND_LINKBAIT 0.823
+score OBFU_TEXT_ATTACH 0.649
+score ODD_FREEM_REPTO 2.941
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001 # force non-zero
-score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FROM_2_EMAILS 3.499
-score PDS_OTHER_BAD_TLD 1.999
+score PDS_BTC_MSGID 0.001
+score PDS_DBL_URL_TNB_RUNON 1.998
+score PDS_OTHER_BAD_TLD 1.997
score PDS_PHPEXP_BOT 1.216
-score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PHOTO_EDITING_DIRECT 2.999
-score PHP_ORIG_SCRIPT 2.348
-score PHP_SCRIPT 2.499
+score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
+score PHOTO_EDITING_DIRECT 2.996
+score PHP_ORIG_SCRIPT 2.337
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
+score RAND_MKTG_HEADER 1.997
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.018
-score REPTO_INFONUMSCOM 2.999
-score SCC_BODY_URI_ONLY 1.596
-score SCC_CANSPAM_2 1.736
-score SCC_ISEMM_LID_1 2.547
-score SCC_SPAMMER_ADDR_2 2.020
-score SCC_THREE_WORD_MONTY 2.701
-score SCRIPT_GIBBERISH 2.999
-score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 3.751
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score RDNS_NUM_TLD_XM 2.006
+score REPTO_INFONUMSCOM 2.996
+score SCC_BODY_URI_ONLY 1.594
+score SCC_CANSPAM_2 2.230
+score SCC_ISEMM_LID_1 2.008
+score SCC_SPAMMER_ADDR_2 1.349
+score SCC_THREE_WORD_MONTY 2.695
+score SCRIPT_GIBBERISH 2.896
+score SENDGRID_REDIR 1.498
+score SERGIO_SUBJECT_VIAGRA01 3.120
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORT_IMG_SUSP_NTLD 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.547
+score SPOOFED_FREEM_REPTO 0.979
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 0.001 # force non-zero
+score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_MANY 2.041
-score THIS_AD 0.999
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
+score THIS_AD 0.998
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_NAME_SUBJ_NO_RDNS 0.001 # force non-zero
-score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_NORDNS_HTML 1.201
-score TO_NO_BRKTS_PCNT 2.500
-score TVD_RCVD_SPACE_BRACKET 0.689
+score TO_NAME_SUBJ_NO_RDNS 0.001
+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_NORDNS_HTML 1.197
+score TO_NO_BRKTS_PCNT 2.497
+score TVD_RCVD_SPACE_BRACKET 1.323
score TVD_SPACE_ENCODED 0.001
-score UNDISC_FREEM 2.896
-score UNDISC_MONEY 0.012
-score UPPERCASE_URI 3.199
-score URI_DOTEDU 1.999
-score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.299
-score URI_OBFU_DOM 2.400
-score URI_ONLY_MSGID_MALF 1.160
-score URI_PHISH 2.250
-score URI_PHP_REDIR 3.172
-score URI_TRY_3LD 0.209
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 1.000
-score XM_DIGITS_ONLY 2.593
-score XM_RANDOM 2.499
-score XM_RECPTID 2.999
+score UNDISC_FREEM 2.743
+score UNDISC_MONEY 0.033
+score UPPERCASE_URI 3.196
+score URI_DOTEDU 1.997
+score URI_FIREBASEAPP 2.996
+score URI_GOOGLE_PROXY 2.297
+score URI_OBFU_DOM 2.397
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 2.255
+score URI_PHP_REDIR 3.170
+score URI_TRY_3LD 0.206
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.998
+score XM_DIGITS_ONLY 2.100
+score XM_RANDOM 2.497
+score XM_RECPTID 2.997
score XPRIO 0.001
score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
@@ -223,7 +222,6 @@ score AC_SPAMMY_URI_PATTERNS8 1.0
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADULT_DATING_COMPANY 10.000
score ADVANCE_FEE_2_NEW_FORM 1.000
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
@@ -289,7 +287,6 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1901393&r1=1901392&r2=1901393&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon May 30 02:47:37 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 320288 53.233% (99.637% of non-spam corpus)
-# Correctly spam: 225437 37.468% (80.450% of spam corpus)
-# False positives: 1168 0.194% (0.363% of nonspam, 31277 weighted)
-# False negatives: 54782 9.105% (19.550% of spam, 99493 weighted)
-# Average score for spam: 12.4 nonspam: 0.5
-# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 601675 100.00%
+# Correctly non-spam: 324348 52.436% (99.628% of non-spam corpus)
+# Correctly spam: 235505 38.073% (80.376% of spam corpus)
+# False positives: 1211 0.196% (0.372% of nonspam, 38097 weighted)
+# False negatives: 57498 9.295% (19.624% of spam, 105191 weighted)
+# Average score for spam: 12.2 nonspam: 0.5
+# Average for false-pos: 7.0 false-neg: 1.8
+# TOTAL: 618562 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39917 99.72%
-# Correctly spam: 28170 80.37%
-# False positives: 113 0.28%
-# False negatives: 6882 19.63%
-# TCR(l=50): 2.797000 SpamRecall: 80.366% SpamPrec: 99.600%
+# Correctly non-spam: 40443 99.71%
+# Correctly spam: 29343 80.21%
+# False positives: 119 0.29%
+# False negatives: 7240 19.79%
+# TCR(l=50): 2.773541 SpamRecall: 80.209% SpamPrec: 99.596%
##### 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: 312070 97.08%
-# Correctly spam: 199164 71.07%
-# False positives: 9386 2.92%
-# False negatives: 81055 28.93%
-# TCR(l=50): 0.509160 SpamRecall: 71.074% SpamPrec: 95.499%
+# Correctly non-spam: 316145 97.11%
+# Correctly spam: 208212 71.06%
+# False positives: 9414 2.89%
+# False negatives: 84791 28.94%
+# TCR(l=50): 0.527467 SpamRecall: 71.061% SpamPrec: 95.674%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 38830 97.00%
-# Correctly spam: 24868 70.95%
-# False positives: 1200 3.00%
-# False negatives: 10184 29.05%
-# TCR(l=50): 0.499430 SpamRecall: 70.946% SpamPrec: 95.397%
+# Correctly non-spam: 39361 97.04%
+# Correctly spam: 25969 70.99%
+# False positives: 1201 2.96%
+# False negatives: 10614 29.01%
+# TCR(l=50): 0.517703 SpamRecall: 70.987% SpamPrec: 95.580%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1901393&r1=1901392&r2=1901393&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon May 30 02:47:37 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 324835 52.808% (99.496% of non-spam corpus)
-# Correctly spam: 249252 40.520% (86.352% of spam corpus)
-# False positives: 1644 0.267% (0.504% of nonspam, 91600 weighted)
-# False negatives: 39396 6.405% (13.648% of spam, 69294 weighted)
-# Average score for spam: 18.1 nonspam: -0.7
+# Correctly non-spam: 324818 52.805% (99.491% of non-spam corpus)
+# Correctly spam: 248571 40.410% (86.116% of spam corpus)
+# False positives: 1661 0.270% (0.509% of nonspam, 92188 weighted)
+# False negatives: 40075 6.515% (13.884% of spam, 72380 weighted)
+# Average score for spam: 17.7 nonspam: -0.6
# Average for false-pos: 6.3 false-neg: 1.8
-# TOTAL: 615127 100.00%
+# TOTAL: 615125 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 40443 99.39%
-# Correctly spam: 31146 86.33%
-# False positives: 248 0.61%
-# False negatives: 4932 13.67%
-# TCR(l=50): 2.081583 SpamRecall: 86.330% SpamPrec: 99.210%
+# Correctly non-spam: 40441 99.39%
+# Correctly spam: 31104 86.21%
+# False positives: 250 0.61%
+# False negatives: 4974 13.79%
+# TCR(l=50): 2.064668 SpamRecall: 86.213% SpamPrec: 99.203%
##### 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: 325320 99.65%
-# Correctly spam: 208758 72.32%
+# Correctly spam: 208727 72.31%
# False positives: 1159 0.35%
-# False negatives: 79890 27.68%
-# TCR(l=50): 2.094080 SpamRecall: 72.323% SpamPrec: 99.448%
+# False negatives: 79919 27.69%
+# TCR(l=50): 2.093625 SpamRecall: 72.312% SpamPrec: 99.448%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 40518 99.57%
-# Correctly spam: 26064 72.24%
+# Correctly spam: 26084 72.30%
# False positives: 173 0.43%
-# False negatives: 10014 27.76%
-# TCR(l=50): 1.933026 SpamRecall: 72.243% SpamPrec: 99.341%
+# False negatives: 9994 27.70%
+# TCR(l=50): 1.935100 SpamRecall: 72.299% SpamPrec: 99.341%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1901393&r1=1901392&r2=1901393&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon May 30 02:47:37 2022
@@ -1,180 +1,185 @@
-# Using score set 0 logs for revision 1901314 from:
-# ham-darxus.r1901314.log ham-ena-week0.r1901314.log ham-ena-week1.r1901314.log ham-ena-week2.r1901314.log ham-ena-week3.r1901314.log ham-ena-week4.r1901314.log ham-giovanni-ham.r1901314.log ham-giovanni-spammy.r1901314.log ham-giovanni-spam.r1901314.log ham-grenier.r1901314.log ham-hege.r1901314.log ham-jhardin.r1901314.log ham-llanga.r1901314.log ham-mmiroslaw-mails-ham.r1901314.log ham-mmiroslaw-mails-spam.r1901314.log ham-spamsponge.r1901314.log ham-thendrikx.r1901314.log ham-tsz-spam-corpus.r1901314.log spam-darxus.r1901314.log spam-ena-week0.r1901314.log spam-ena-week1.r1901314.log spam-ena-week2.r1901314.log spam-ena-week3.r1901314.log spam-ena-week4.r1901314.log spam-giovanni-ham.r1901314.log spam-giovanni-spammy.r1901314.log spam-giovanni-spam.r1901314.log spam-grenier.r1901314.log spam-hege.r1901314.log spam-jhardin.r1901314.log spam-llanga.r1901314.log spam-mmiroslaw-mails-ham.r1901314.log spam-mmiroslaw-mails-spam.r1901314.log spam-spamsponge.r1901314.log spam-thendrikx.
r1901314.log spam-tsz-spam-corpus.r1901314.log
+# Using score set 0 logs for revision 1901380 from:
+# ham-darxus.r1901380.log ham-ena-week0.r1901380.log ham-ena-week1.r1901380.log ham-ena-week2.r1901380.log ham-ena-week3.r1901380.log ham-ena-week4.r1901380.log ham-giovanni-ham.r1901380.log ham-giovanni-spammy.r1901380.log ham-giovanni-spam.r1901380.log ham-grenier.r1901380.log ham-hege.r1901380.log ham-jhardin.r1901380.log ham-llanga.r1901380.log ham-mmiroslaw-mails-ham.r1901380.log ham-mmiroslaw-mails-spam.r1901380.log ham-spamsponge.r1901380.log ham-thendrikx.r1901380.log ham-tsz-spam-corpus.r1901380.log spam-darxus.r1901380.log spam-ena-week0.r1901380.log spam-ena-week1.r1901380.log spam-ena-week2.r1901380.log spam-ena-week3.r1901380.log spam-ena-week4.r1901380.log spam-giovanni-ham.r1901380.log spam-giovanni-spammy.r1901380.log spam-giovanni-spam.r1901380.log spam-grenier.r1901380.log spam-hege.r1901380.log spam-jhardin.r1901380.log spam-llanga.r1901380.log spam-mmiroslaw-mails-ham.r1901380.log spam-mmiroslaw-mails-spam.r1901380.log spam-spamsponge.r1901380.log spam-thendrikx.
r1901380.log spam-tsz-spam-corpus.r1901380.log
+score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 3.100
+score ADMITS_SPAM 2.999
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.147
score ADVANCE_FEE_3_NEW_MONEY 2.699
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.812
-score ADVANCE_FEE_5_NEW 2.299
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.513
-score ADVANCE_FEE_5_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW_MONEY 1.805
+score ADVANCE_FEE_5_NEW 2.399
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
score AD_PREFS 0.499
+score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 1.000
+score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 1.465
+score BIGNUM_EMAILS_FREEM 2.999
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 4.501
+score BITCOIN_EXTORT_01 4.500
score BITCOIN_ONAN 2.999
+score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.500
-score BITCOIN_SPAM_09 1.253
-score BITCOIN_XPRIO 2.289
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_09 0.001
+score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.949
+score BODY_SINGLE_URI 2.352
score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.060
+score DEAR_BENEFICIARY 2.899
score DX_TEXT_03 1.399
score ENCRYPTED_MESSAGE -0.999
-score FACEBOOK_IMG_NOT_RCVD_FB 2.000
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
score FILL_THIS_FORM 1.099
-score FONT_INVIS_DIRECT 0.001 # force non-zero
-score FONT_INVIS_MSGID 0.588
-score FONT_INVIS_POSTEXTRAS 1.653
+score FONT_INVIS_DIRECT 0.001
+score FONT_INVIS_MSGID 1.579
+score FONT_INVIS_POSTEXTRAS 2.746
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_2_EMAILS_SHORT 1.624
+score FROM_2_EMAILS_SHORT 0.001 # force non-zero
score FROM_ADDR_WS 2.999
-score FROM_MISSPACED 0.702
-score FROM_MISSP_DYNIP 1.915
-score FROM_MISSP_EH_MATCH 1.972
-score FROM_MISSP_FREEMAIL 3.399
-score FROM_MISSP_MSFT 0.001 # force non-zero
-score FROM_MISSP_TO_UNDISC 2.399
+score FROM_MISSPACED 0.292
+score FROM_MISSP_DYNIP 1.703
+score FROM_MISSP_EH_MATCH 1.999
+score FROM_MISSP_FREEMAIL 1.872
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_TO_UNDISC 2.299
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_MULTI_NORDNS 0.130
-score FROM_NTLD_REPLY_FREEMAIL 1.139
+score FROM_MULTI_NORDNS 0.234
+score FROM_NTLD_REPLY_FREEMAIL 1.079
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_SUSPICIOUS_NTLD_FP 2.000
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.200
+score FSL_NEW_HELO_USER 0.001 # force non-zero
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.499
score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_MALWARE_DNLD 4.557
-score GOOG_REDIR_NORDNS 2.603
+score GOOG_MALWARE_DNLD 2.708
+score GOOG_REDIR_NORDNS 2.600
score GOOG_STO_EMAIL_PHISH 2.999
-score GOOG_STO_IMG_NOHTML 2.499
+score GOOG_STO_IMG_NOHTML 2.500
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 1.999
-score HDRS_LCASE_IMGONLY 0.001 # force non-zero
-score HDRS_MISSP 1.689
-score HDR_ORDER_FTSDMCXX_DIRECT 0.655
+score HAS_X_OUTGOING_SPAM_STAT 1.609
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 1.687
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 0.999
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.429
-score HK_WIN 0.860
-score HOSTED_IMG_DIRECT_MX 2.600
+score HK_SCAM 0.001
+score HK_WIN 1.000
+score HOSTED_IMG_DIRECT_MX 2.398
score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI_PUB_01 2.999
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.999
-score HTML_OFF_PAGE 2.999
-score HTML_TAG_BALANCE_CENTER 2.198
-score HTML_TEXT_INVISIBLE_STYLE 1.987
+score HTML_FONT_TINY_NORDNS 2.000
+score HTML_OFF_PAGE 3.000
+score HTML_TAG_BALANCE_CENTER 2.417
+score HTML_TEXT_INVISIBLE_STYLE 1.765
score JH_SPAMMY_HEADERS 3.499
-score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 2.999
-score LONG_IMG_URI 1.690
-score LONG_INVISIBLE_TEXT 0.542
+score LONGLN_LOW_CONTRAST 2.500
+score LONG_HEX_URI 3.000
+score LONG_IMG_URI 1.689
+score LONG_INVISIBLE_TEXT 0.537
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
+score MALFORMED_FREEMAIL 3.099
score MALWARE_NORDNS 2.102
-score MALWARE_PASSWORD 0.528
-score MALW_ATTACH 2.300
+score MALWARE_PASSWORD 0.001
+score MALW_ATTACH 2.299
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.801
-score MIMEOLE_DIRECT_TO_MX 1.554
+score MILLION_USD 0.761
+score MIMEOLE_DIRECT_TO_MX 0.160
score MIME_NO_TEXT 1.999
-score MIXED_ES 3.099
+score MIXED_ES 3.000
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.115
-score MONEY_FRAUD_8 0.001 # force non-zero
+score MONEY_FRAUD_5 0.231
+score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 3.000
-score MONEY_FROM_41 2.000
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MSGID_HDR_MALF 3.499
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 2.928
-score NA_DOLLARS 0.239
-score NICE_REPLY_A -3.687
+score NAME_EMAIL_DIFF 2.927
+score NA_DOLLARS 0.535
+score NICE_REPLY_A -3.548
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.905
-score NUMBEREND_LINKBAIT 0.315
-score OBFU_TEXT_ATTACH 0.928
-score ODD_FREEM_REPTO 2.999
+score NSL_RCVD_HELO_USER 1.825
+score NUMBEREND_LINKBAIT 0.193
+score OBFU_TEXT_ATTACH 1.126
+score ODD_FREEM_REPTO 3.000
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_OTHER_BAD_TLD 1.999
score PDS_PHPEXP_BOT 1.499
-score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PDS_TINYSUBJ_URISHRT 1.500
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
score PHOTO_EDITING_DIRECT 2.999
-score PHP_ORIG_SCRIPT 2.500
+score PHP_ORIG_SCRIPT 2.499
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RAND_MKTG_HEADER 1.999
-score RDNS_NUM_TLD_XM 2.276
+score RAND_MKTG_HEADER 2.000
+score RDNS_NUM_TLD_XM 1.230
+score REPTO_419_FRAUD_GM 2.999
score REPTO_INFONUMSCOM 2.999
-score SCC_BODY_URI_ONLY 2.700
+score SCC_BODY_URI_ONLY 2.699
score SCC_CANSPAM_2 2.500
-score SCC_ISEMM_LID_1 2.846
-score SCC_SPAMMER_ADDR_2 2.219
-score SCRIPT_GIBBERISH 3.099
+score SCC_ISEMM_LID_1 2.048
+score SCC_SPAMMER_ADDR_2 2.239
+score SCC_THREE_WORD_MONTY 3.199
+score SCRIPT_GIBBERISH 2.999
score SENDGRID_REDIR 1.500
-score SERGIO_SUBJECT_VIAGRA01 3.757
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.038
+score SERGIO_SUBJECT_VIAGRA01 4.432
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.044
score SHORT_IMG_SUSP_NTLD 0.001
-score STATIC_XPRIO_OLE 0.001 # force non-zero
+score STATIC_XPRIO_OLE 0.690
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_MANY 3.000
+score SUSP_UTF8_WORD_MANY 2.837
score THIS_AD 0.999
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_NAME_SUBJ_NO_RDNS 1.129
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NAME_SUBJ_NO_RDNS 0.224
+score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NO_BRKTS_HTML_IMG 2.000
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_NORDNS_HTML 1.540
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 2.287
+score TO_NO_BRKTS_NORDNS_HTML 1.745
+score TO_NO_BRKTS_PCNT 2.500
+score TVD_RCVD_SPACE_BRACKET 1.885
score UNDISC_FREEM 3.099
-score UNDISC_MONEY 2.176
+score UNDISC_MONEY 2.381
score UPPERCASE_URI 3.299
-score URI_DOTEDU 0.302
+score URI_DOTEDU 1.999
score URI_FIREBASEAPP 2.999
score URI_GOOGLE_PROXY 2.299
score URI_OBFU_DOM 2.399
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 2.000
+score URI_TRY_3LD 1.999
score URI_WP_HACKED_2 2.499
-score WORD_INVIS_MANY 2.999
+score WORD_INVIS_MANY 3.000
score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 1.977
+score XM_DIGITS_ONLY 0.985
score XM_RANDOM 2.499
-score XM_RECPTID 3.000
-score AC_BR_BONANZA 0.001
+score XM_RECPTID 2.999
+score YOU_INHERIT 1.534
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -187,8 +192,6 @@ score AC_SPAMMY_URI_PATTERNS8 1.0
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADULT_DATING_COMPANY 10.000
score ADVANCE_FEE_2_NEW_FORM 1.000
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
-score ALIBABA_IMG_NOT_RCVD_ALI 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
@@ -198,7 +201,6 @@ score BITCOIN_EXTORT_02 1.0
score BITCOIN_IMGUR 1.000
score BITCOIN_MALWARE 1.000
score BITCOIN_OBFU_SUBJ 1.000
-score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
@@ -216,8 +218,10 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
+score COMPENSATION 1.000
score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
+score DETAILS_OF_PRODUCT 1.000
score DOTGOV_IMAGE 1.000
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
@@ -234,6 +238,7 @@ score FOUND_YOU 1.0
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_MISSP_PHISH 1.000
+score FROM_MISSP_REPLYTO 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
@@ -266,6 +271,7 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
+score MANY_HDRS_LCASE 0.100
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -280,7 +286,6 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score PDS_FROM_2_EMAILS 1.000
score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
@@ -301,7 +306,6 @@ score REPTO_419_FRAUD 1.0
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
-score REPTO_419_FRAUD_GM 1.000
score REPTO_419_FRAUD_GM_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
@@ -325,6 +329,9 @@ score THIS_IS_ADV_SUSP_NTLD 1.0
score TONLINE_FAKE_DKIM 1.000
score TO_EQ_FM_DIRECT_MX 1.000
score TO_IN_SUBJ 0.100
+score TO_NO_BRKTS_MSFT 1.000
+score TVD_SPACE_ENCODED 1.000
+score TVD_SPACE_RATIO_MINFP 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ASC 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1901393&r1=1901392&r2=1901393&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon May 30 02:47:37 2022
@@ -2,213 +2,212 @@
# ham-net-darxus.r1901343.log ham-net-ena-week0.r1901343.log ham-net-ena-week1.r1901343.log ham-net-ena-week2.r1901343.log ham-net-ena-week3.r1901343.log ham-net-ena-week4.r1901343.log ham-net-giovanni-ham.r1901343.log ham-net-giovanni-spammy.r1901343.log ham-net-giovanni-spam.r1901343.log ham-net-grenier.r1901343.log ham-net-hege.r1901343.log ham-net-jhardin.r1901343.log ham-net-llanga.r1901343.log ham-net-mmiroslaw-mails-ham.r1901343.log ham-net-mmiroslaw-mails-spam.r1901343.log ham-net-spamsponge.r1901343.log ham-net-thendrikx.r1901343.log ham-net-tsz-spam-corpus.r1901343.log spam-net-darxus.r1901343.log spam-net-ena-week0.r1901343.log spam-net-ena-week1.r1901343.log spam-net-ena-week2.r1901343.log spam-net-ena-week3.r1901343.log spam-net-ena-week4.r1901343.log spam-net-giovanni-ham.r1901343.log spam-net-giovanni-spammy.r1901343.log spam-net-giovanni-spam.r1901343.log spam-net-grenier.r1901343.log spam-net-hege.r1901343.log spam-net-jhardin.r1901343.log spam-net-llanga.r1901343.l
og spam-net-mmiroslaw-mails-ham.r1901343.log spam-net-mmiroslaw-mails-spam.r1901343.log spam-net-spamsponge.r1901343.log spam-net-thendrikx.r1901343.log spam-net-tsz-spam-corpus.r1901343.log
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.999
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.819
-score ADVANCE_FEE_3_NEW_MONEY 2.699
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.299
-score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW 2.299
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.871
-score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
-score AD_PREFS 0.001 # force non-zero
-score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.158
-score APOSTROPHE_TOCC 0.999
+score AC_FROM_MANY_DOTS 2.996
+score AC_HTML_NONSENSE_TAGS 1.997
+score ADMITS_SPAM 2.896
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.497
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.202
+score ADVANCE_FEE_3_NEW_MONEY 2.696
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.090
+score ADVANCE_FEE_4_NEW_MONEY 2.696
+score ADVANCE_FEE_5_NEW 2.297
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.735
+score ADVANCE_FEE_5_NEW_MONEY 0.001
+score AD_PREFS 0.001
+score ALIBABA_IMG_NOT_RCVD_ALI 2.497
+score AMAZON_IMG_NOT_RCVD_AMZN 1.165
+score APOSTROPHE_TOCC 0.998
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 0.119
-score BITCOIN_DEADLINE 0.663
-score BITCOIN_EXTORT_01 3.256
+score BIGNUM_EMAILS_FREEM 0.121
+score BITCOIN_DEADLINE 0.639
+score BITCOIN_EXTORT_01 3.251
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.999
-score BITCOIN_PAY_ME 1.240
-score BITCOIN_SPAM_02 2.146
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.524
+score BITCOIN_ONAN 2.997
+score BITCOIN_PAY_ME 1.405
+score BITCOIN_SPAM_02 2.144
+score BITCOIN_SPAM_03 2.498
+score BITCOIN_SPAM_05 1.519
score BITCOIN_SPAM_09 0.001
-score BITCOIN_XPRIO 1.445
-score BITCOIN_YOUR_INFO 1.757
-score BODY_SINGLE_URI 0.068
+score BITCOIN_XPRIO 1.444
+score BITCOIN_YOUR_INFO 1.777
+score BODY_SINGLE_URI 0.470
score BODY_URI_ONLY 0.001
-score CONTENT_AFTER_HTML 2.500
+score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -0.745
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.197
-score DX_TEXT_03 1.499
-score ENCRYPTED_MESSAGE -0.414
-score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FILL_THIS_FORM 0.999
+score DKIMWL_WL_HIGH -0.577
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.773
+score DX_TEXT_03 1.498
+score ENCRYPTED_MESSAGE -0.672
+score END_FUTURE_EMAILS 2.497
+score FACEBOOK_IMG_NOT_RCVD_FB 1.997
+score FILL_THIS_FORM 0.924
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_POSTEXTRAS 2.181
+score FONT_INVIS_POSTEXTRAS 2.172
score FORGED_SPF_HELO 0.001 # force non-zero
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_2_EMAILS_SHORT 1.858
-score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM 1.499
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_2_EMAILS_SHORT 1.610
+score FROM_ADDR_WS 2.996
+score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.677
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.464
score FROM_GOV_SPOOF 0.999
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.089
+score FROM_MISSP_DYNIP 2.297
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.638
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_SPF_FAIL 0.830
-score FROM_MISSP_TO_UNDISC 1.985
-score FROM_MISSP_USER 0.001
+score FROM_MISSP_FREEMAIL 1.640
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_SPF_FAIL 0.829
+score FROM_MISSP_TO_UNDISC 1.583
+score FROM_MISSP_USER 0.001 # force non-zero
score FROM_MISSP_XPRIO 0.001
-score FROM_MULTI_NORDNS 1.002
-score FROM_NTLD_REPLY_FREEMAIL 1.793
-score FROM_PAYPAL_SPOOF 0.762
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.174
+score FROM_MULTI_NORDNS 1.001
+score FROM_NTLD_REPLY_FREEMAIL 0.718
+score FROM_PAYPAL_SPOOF 1.290
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.998
+score FSL_BULK_SIG 0.007
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.199
-score GB_FAKE_RF_SHORT 1.999
+score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.499
-score GB_HASHBL_BTC 1.774
-score GB_URI_FLEEK_STO_HTM 1.000
-score GOOG_MALWARE_DNLD 2.883
-score GOOG_REDIR_NORDNS 3.128
-score GOOG_STO_EMAIL_PHISH 2.148
-score GOOG_STO_IMG_NOHTML 2.499
-score GOOG_STO_NOIMG_HTML 2.999
+score GB_HASHBL_BTC 1.773
+score GB_URI_FLEEK_STO_HTM 0.998
+score GOOG_MALWARE_DNLD 4.636
+score GOOG_REDIR_NORDNS 3.124
+score GOOG_STO_EMAIL_PHISH 1.767
+score GOOG_STO_IMG_NOHTML 2.497
+score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 0.001
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 1.552
+score HDRS_MISSP 1.553
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.404
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.001 # force non-zero
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 1.000
+score HK_LOTTO 0.998
+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 0.001
+score HK_WIN 0.998
+score HOSTED_IMG_DIRECT_MX 0.228
score HOSTED_IMG_FREEM 2.214
-score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.837
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.650
-score HTML_TAG_BALANCE_CENTER 2.799
-score HTML_TEXT_INVISIBLE_FONT 1.342
-score HTML_TEXT_INVISIBLE_STYLE 2.088
-score JH_SPAMMY_HEADERS 3.499
+score HOSTED_IMG_MULTI_PUB_01 2.996
+score HTML_ENTITY_ASCII 2.996
+score HTML_FONT_TINY_NORDNS 1.913
+score HTML_OFF_PAGE 2.996
+score HTML_SINGLET_MANY 1.652
+score HTML_TAG_BALANCE_CENTER 2.796
+score HTML_TEXT_INVISIBLE_FONT 0.758
+score HTML_TEXT_INVISIBLE_STYLE 2.008
+score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.001
score LONGLN_LOW_CONTRAST 2.248
-score LONG_HEX_URI 1.615
-score LONG_IMG_URI 1.147
+score LONG_HEX_URI 1.612
+score LONG_IMG_URI 1.434
score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.666
-score MALFORMED_FREEMAIL 2.052
-score MALWARE_NORDNS 0.001
-score MALWARE_PASSWORD 0.001
-score MALW_ATTACH 2.300
+score LOTTO_AGENT 1.338
+score MALFORMED_FREEMAIL 2.054
+score MALWARE_NORDNS 0.001 # force non-zero
+score MALWARE_PASSWORD 0.001 # force non-zero
+score MALW_ATTACH 2.297
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.978
+score MILLION_USD 1.987
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.999
-score MIXED_ES 2.593
+score MIME_NO_TEXT 1.997
+score MIXED_ES 2.572
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.708
-score MONEY_FRAUD_5 0.687
+score MONEY_FRAUD_3 0.680
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 1.987
-score MONEY_FROM_41 1.999
+score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MSGID_HDR_MALF 3.499
+score MSGID_HDR_MALF 3.496
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 0.578
+score NAME_EMAIL_DIFF 0.850
score NA_DOLLARS 0.001
-score NICE_REPLY_A -1.876
-score NORDNS_LOW_CONTRAST 0.369
+score NICE_REPLY_A -0.476
+score NORDNS_LOW_CONTRAST 0.326
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.454
-score NUMBEREND_LINKBAIT 0.854
-score OBFU_TEXT_ATTACH 1.194
-score ODD_FREEM_REPTO 2.946
+score NSL_RCVD_HELO_USER 1.608
+score NUMBEREND_LINKBAIT 0.823
+score OBFU_TEXT_ATTACH 0.649
+score ODD_FREEM_REPTO 2.941
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001 # force non-zero
-score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FROM_2_EMAILS 3.499
-score PDS_OTHER_BAD_TLD 1.999
+score PDS_BTC_MSGID 0.001
+score PDS_DBL_URL_TNB_RUNON 1.998
+score PDS_OTHER_BAD_TLD 1.997
score PDS_PHPEXP_BOT 1.216
-score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PHOTO_EDITING_DIRECT 2.999
-score PHP_ORIG_SCRIPT 2.348
-score PHP_SCRIPT 2.499
+score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
+score PHOTO_EDITING_DIRECT 2.996
+score PHP_ORIG_SCRIPT 2.337
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
+score RAND_MKTG_HEADER 1.997
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.018
-score REPTO_INFONUMSCOM 2.999
-score SCC_BODY_URI_ONLY 1.596
-score SCC_CANSPAM_2 1.736
-score SCC_ISEMM_LID_1 2.547
-score SCC_SPAMMER_ADDR_2 2.020
-score SCC_THREE_WORD_MONTY 2.701
-score SCRIPT_GIBBERISH 2.999
-score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 3.751
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score RDNS_NUM_TLD_XM 2.006
+score REPTO_INFONUMSCOM 2.996
+score SCC_BODY_URI_ONLY 1.594
+score SCC_CANSPAM_2 2.230
+score SCC_ISEMM_LID_1 2.008
+score SCC_SPAMMER_ADDR_2 1.349
+score SCC_THREE_WORD_MONTY 2.695
+score SCRIPT_GIBBERISH 2.896
+score SENDGRID_REDIR 1.498
+score SERGIO_SUBJECT_VIAGRA01 3.120
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORT_IMG_SUSP_NTLD 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.547
+score SPOOFED_FREEM_REPTO 0.979
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 0.001 # force non-zero
+score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_MANY 2.041
-score THIS_AD 0.999
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
+score THIS_AD 0.998
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_NAME_SUBJ_NO_RDNS 0.001 # force non-zero
-score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_NORDNS_HTML 1.201
-score TO_NO_BRKTS_PCNT 2.500
-score TVD_RCVD_SPACE_BRACKET 0.689
+score TO_NAME_SUBJ_NO_RDNS 0.001
+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_NORDNS_HTML 1.197
+score TO_NO_BRKTS_PCNT 2.497
+score TVD_RCVD_SPACE_BRACKET 1.323
score TVD_SPACE_ENCODED 0.001
-score UNDISC_FREEM 2.896
-score UNDISC_MONEY 0.012
-score UPPERCASE_URI 3.199
-score URI_DOTEDU 1.999
-score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.299
-score URI_OBFU_DOM 2.400
-score URI_ONLY_MSGID_MALF 1.160
-score URI_PHISH 2.250
-score URI_PHP_REDIR 3.172
-score URI_TRY_3LD 0.209
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 1.000
-score XM_DIGITS_ONLY 2.593
-score XM_RANDOM 2.499
-score XM_RECPTID 2.999
+score UNDISC_FREEM 2.743
+score UNDISC_MONEY 0.033
+score UPPERCASE_URI 3.196
+score URI_DOTEDU 1.997
+score URI_FIREBASEAPP 2.996
+score URI_GOOGLE_PROXY 2.297
+score URI_OBFU_DOM 2.397
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 2.255
+score URI_PHP_REDIR 3.170
+score URI_TRY_3LD 0.206
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score WORD_INVIS_MANY 2.996
+score XFER_LOTSA_MONEY 0.998
+score XM_DIGITS_ONLY 2.100
+score XM_RANDOM 2.497
+score XM_RECPTID 2.997
score XPRIO 0.001
score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
@@ -223,7 +222,6 @@ score AC_SPAMMY_URI_PATTERNS8 1.0
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADULT_DATING_COMPANY 10.000
score ADVANCE_FEE_2_NEW_FORM 1.000
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
@@ -289,7 +287,6 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1901393&r1=1901392&r2=1901393&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon May 30 02:47:37 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 320288 53.233% (99.637% of non-spam corpus)
-# Correctly spam: 225437 37.468% (80.450% of spam corpus)
-# False positives: 1168 0.194% (0.363% of nonspam, 31277 weighted)
-# False negatives: 54782 9.105% (19.550% of spam, 99493 weighted)
-# Average score for spam: 12.4 nonspam: 0.5
-# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 601675 100.00%
+# Correctly non-spam: 324348 52.436% (99.628% of non-spam corpus)
+# Correctly spam: 235505 38.073% (80.376% of spam corpus)
+# False positives: 1211 0.196% (0.372% of nonspam, 38097 weighted)
+# False negatives: 57498 9.295% (19.624% of spam, 105191 weighted)
+# Average score for spam: 12.2 nonspam: 0.5
+# Average for false-pos: 7.0 false-neg: 1.8
+# TOTAL: 618562 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39917 99.72%
-# Correctly spam: 28170 80.37%
-# False positives: 113 0.28%
-# False negatives: 6882 19.63%
-# TCR(l=50): 2.797000 SpamRecall: 80.366% SpamPrec: 99.600%
+# Correctly non-spam: 40443 99.71%
+# Correctly spam: 29343 80.21%
+# False positives: 119 0.29%
+# False negatives: 7240 19.79%
+# TCR(l=50): 2.773541 SpamRecall: 80.209% SpamPrec: 99.596%
##### 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: 312070 97.08%
-# Correctly spam: 199164 71.07%
-# False positives: 9386 2.92%
-# False negatives: 81055 28.93%
-# TCR(l=50): 0.509160 SpamRecall: 71.074% SpamPrec: 95.499%
+# Correctly non-spam: 316145 97.11%
+# Correctly spam: 208212 71.06%
+# False positives: 9414 2.89%
+# False negatives: 84791 28.94%
+# TCR(l=50): 0.527467 SpamRecall: 71.061% SpamPrec: 95.674%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 38830 97.00%
-# Correctly spam: 24868 70.95%
-# False positives: 1200 3.00%
-# False negatives: 10184 29.05%
-# TCR(l=50): 0.499430 SpamRecall: 70.946% SpamPrec: 95.397%
+# Correctly non-spam: 39361 97.04%
+# Correctly spam: 25969 70.99%
+# False positives: 1201 2.96%
+# False negatives: 10614 29.01%
+# TCR(l=50): 0.517703 SpamRecall: 70.987% SpamPrec: 95.580%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1901393&r1=1901392&r2=1901393&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon May 30 02:47:37 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 324835 52.808% (99.496% of non-spam corpus)
-# Correctly spam: 249252 40.520% (86.352% of spam corpus)
-# False positives: 1644 0.267% (0.504% of nonspam, 91600 weighted)
-# False negatives: 39396 6.405% (13.648% of spam, 69294 weighted)
-# Average score for spam: 18.1 nonspam: -0.7
+# Correctly non-spam: 324818 52.805% (99.491% of non-spam corpus)
+# Correctly spam: 248571 40.410% (86.116% of spam corpus)
+# False positives: 1661 0.270% (0.509% of nonspam, 92188 weighted)
+# False negatives: 40075 6.515% (13.884% of spam, 72380 weighted)
+# Average score for spam: 17.7 nonspam: -0.6
# Average for false-pos: 6.3 false-neg: 1.8
-# TOTAL: 615127 100.00%
+# TOTAL: 615125 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 40443 99.39%
-# Correctly spam: 31146 86.33%
-# False positives: 248 0.61%
-# False negatives: 4932 13.67%
-# TCR(l=50): 2.081583 SpamRecall: 86.330% SpamPrec: 99.210%
+# Correctly non-spam: 40441 99.39%
+# Correctly spam: 31104 86.21%
+# False positives: 250 0.61%
+# False negatives: 4974 13.79%
+# TCR(l=50): 2.064668 SpamRecall: 86.213% SpamPrec: 99.203%
##### 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: 325320 99.65%
-# Correctly spam: 208758 72.32%
+# Correctly spam: 208727 72.31%
# False positives: 1159 0.35%
-# False negatives: 79890 27.68%
-# TCR(l=50): 2.094080 SpamRecall: 72.323% SpamPrec: 99.448%
+# False negatives: 79919 27.69%
+# TCR(l=50): 2.093625 SpamRecall: 72.312% SpamPrec: 99.448%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 40518 99.57%
-# Correctly spam: 26064 72.24%
+# Correctly spam: 26084 72.30%
# False positives: 173 0.43%
-# False negatives: 10014 27.76%
-# TCR(l=50): 1.933026 SpamRecall: 72.243% SpamPrec: 99.341%
+# False negatives: 9994 27.70%
+# TCR(l=50): 1.935100 SpamRecall: 72.299% SpamPrec: 99.341%