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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/06/16 02:48:55 UTC
svn commit: r1901957 [2/2] - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1901957&r1=1901956&r2=1901957&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Jun 16 02:48:55 2022
@@ -1,19 +1,20 @@
-# Using score set 0 logs for revision 1901694 from:
-# ham-darxus.r1901694.log ham-ena-week0.r1901694.log ham-ena-week1.r1901694.log ham-ena-week2.r1901694.log ham-ena-week3.r1901694.log ham-ena-week4.r1901694.log ham-giovanni-ham.r1901694.log ham-giovanni-spammy.r1901694.log ham-giovanni-spam.r1901694.log ham-grenier.r1901694.log ham-hege.r1901694.log ham-jhardin.r1901694.log ham-llanga.r1901694.log ham-mmiroslaw-mails-ham.r1901694.log ham-mmiroslaw-mails-spam.r1901694.log ham-spamsponge.r1901694.log ham-thendrikx.r1901694.log ham-tsz-spam-corpus.r1901694.log spam-darxus.r1901694.log spam-ena-week0.r1901694.log spam-ena-week1.r1901694.log spam-ena-week2.r1901694.log spam-ena-week3.r1901694.log spam-ena-week4.r1901694.log spam-giovanni-ham.r1901694.log spam-giovanni-spammy.r1901694.log spam-giovanni-spam.r1901694.log spam-grenier.r1901694.log spam-hege.r1901694.log spam-jhardin.r1901694.log spam-llanga.r1901694.log spam-mmiroslaw-mails-ham.r1901694.log spam-mmiroslaw-mails-spam.r1901694.log spam-spamsponge.r1901694.log spam-thendrikx.
r1901694.log spam-tsz-spam-corpus.r1901694.log
+# Using score set 0 logs for revision 1901931 from:
+# ham-darxus.r1901931.log ham-ena-week0.r1901931.log ham-ena-week1.r1901931.log ham-ena-week2.r1901931.log ham-ena-week3.r1901931.log ham-ena-week4.r1901931.log ham-giovanni-ham.r1901931.log ham-giovanni-spammy.r1901931.log ham-giovanni-spam.r1901931.log ham-grenier.r1901931.log ham-hege.r1901931.log ham-jhardin.r1901931.log ham-llanga.r1901931.log ham-mmiroslaw-mails-ham.r1901931.log ham-mmiroslaw-mails-spam.r1901931.log ham-spamsponge.r1901931.log ham-thendrikx.r1901931.log ham-tsz-spam-corpus.r1901931.log spam-darxus.r1901931.log spam-ena-week0.r1901931.log spam-ena-week1.r1901931.log spam-ena-week2.r1901931.log spam-ena-week3.r1901931.log spam-ena-week4.r1901931.log spam-giovanni-ham.r1901931.log spam-giovanni-spammy.r1901931.log spam-giovanni-spam.r1901931.log spam-grenier.r1901931.log spam-hege.r1901931.log spam-jhardin.r1901931.log spam-llanga.r1901931.log spam-mmiroslaw-mails-ham.r1901931.log spam-mmiroslaw-mails-spam.r1901931.log spam-spamsponge.r1901931.log spam-thendrikx.
r1901931.log spam-tsz-spam-corpus.r1901931.log
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
score ADMITS_SPAM 3.096
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.027
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.997
score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_MONEY 2.368
-score ADVANCE_FEE_4_NEW 2.297
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.504
+score ADVANCE_FEE_3_NEW_MONEY 2.796
+score ADVANCE_FEE_4_NEW 2.197
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.233
-score ADVANCE_FEE_5_NEW 2.497
+score ADVANCE_FEE_4_NEW_MONEY 1.323
+score ADVANCE_FEE_5_NEW 2.397
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.498
@@ -21,164 +22,177 @@ score ALIBABA_IMG_NOT_RCVD_ALI 2.4
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score APOSTROPHE_TOCC 0.998
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.996
-score BITCOIN_EXTORT_01 4.490
+score BIGNUM_EMAILS_FREEM 2.999
+score BITCOIN_DEADLINE 2.996
+score BITCOIN_EXTORT_01 4.495
score BITCOIN_MALF_HTML 3.496
score BITCOIN_ONAN 2.996
+score BITCOIN_PAY_ME 2.996
score BITCOIN_SPAM_01 2.497
score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_09 0.011
-score BITCOIN_XPRIO 2.379
+score BITCOIN_SPAM_03 1.502
+score BITCOIN_SPAM_09 0.005
+score BITCOIN_XPRIO 2.497
score BITCOIN_YOUR_INFO 2.996
-score BODY_EMAIL_419_FRAUD_GM 0.049
+score BODY_EMAIL_419_FRAUD_GM 2.497
score BODY_SINGLE_URI 0.001
-score BOGUS_MSM_HDRS 1.971
-score CONTENT_AFTER_HTML 2.498
+score BODY_SINGLE_WORD 0.001
+score BOGUS_MSM_HDRS 2.270
+score CONTENT_AFTER_HTML 2.497
score CONTENT_AFTER_HTML_WEAK 1.498
score CTE_8BIT_MISMATCH 0.998
score DEAR_BENEFICIARY 0.001
-score DX_TEXT_03 1.498
+score DX_TEXT_03 1.298
score ENCRYPTED_MESSAGE -0.998
-score FILL_THIS_FORM 0.845
-score FONT_INVIS_DIRECT 0.538
-score FONT_INVIS_MSGID 1.929
-score FONT_INVIS_POSTEXTRAS 2.743
+score FILL_THIS_FORM 0.854
+score FONT_INVIS_DIRECT 0.149
+score FONT_INVIS_MSGID 1.926
+score FONT_INVIS_NORDNS 0.155
+score FONT_INVIS_POSTEXTRAS 1.650
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 2.996
-score FROM_MISSPACED 0.289
-score FROM_MISSP_DYNIP 0.301
+score FROM_MISSPACED 0.533
+score FROM_MISSP_DYNIP 0.232
score FROM_MISSP_EH_MATCH 1.997
-score FROM_MISSP_FREEMAIL 1.870
+score FROM_MISSP_FREEMAIL 1.888
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_TO_UNDISC 2.497
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.346
-score FROM_NTLD_LINKBAIT 1.133
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_MULTI_NORDNS 0.351
+score FROM_NTLD_LINKBAIT 0.979
+score FROM_NTLD_REPLY_FREEMAIL 1.610
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FROM_WSP_TRAIL 2.197
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FSL_NEW_HELO_USER 0.001
+score FUZZY_AMAZON 2.197
score GB_BITCOIN_CP 2.996
score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.499
+score GB_FREEMAIL_DISPTO 0.498
score GB_URI_FLEEK_STO_HTM 0.998
-score GOOG_MALWARE_DNLD 4.495
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 2.613
+score GOOG_REDIR_NORDNS 3.103
score GOOG_STO_EMAIL_PHISH 2.996
score GOOG_STO_IMG_NOHTML 2.497
score GOOG_STO_NOIMG_HTML 2.996
score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 1.692
-score HDR_ORDER_FTSDMCXX_DIRECT 0.915
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_DIRECT 0.198
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.998
+score HK_LOTTO 0.001
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 HOSTED_IMG_DIRECT_MX 2.865
+score HOSTED_IMG_DIRECT_MX 3.496
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_ENTITY_ASCII 2.996
score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 2.416
-score HTML_TEXT_INVISIBLE_STYLE 1.766
+score HTML_TAG_BALANCE_CENTER 2.207
+score HTML_TEXT_INVISIBLE_STYLE 1.951
score JH_SPAMMY_HEADERS 3.496
+score JH_SPAMMY_PATTERN01 1.147
score LONGLN_LOW_CONTRAST 2.497
-score LONG_HEX_URI 2.996
-score LONG_IMG_URI 1.687
-score LONG_INVISIBLE_TEXT 1.436
+score LONG_HEX_URI 2.699
+score LONG_IMG_URI 1.689
+score LONG_INVISIBLE_TEXT 1.445
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.498
-score MALWARE_NORDNS 3.251
-score MALW_ATTACH 2.397
+score LOTTO_DEPT 1.997
+score MALFORMED_FREEMAIL 2.896
+score MALW_ATTACH 2.297
+score MANY_SPAN_IN_TEXT 3.369
score MILLION_HUNDRED 0.001
-score MILLION_USD 0.813
-score MIMEOLE_DIRECT_TO_MX 1.038
-score MIXED_ES 2.297
+score MILLION_USD 0.116
+score MIMEOLE_DIRECT_TO_MX 1.836
+score MIXED_ES 2.796
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001 # force non-zero
-score MONEY_FRAUD_5 0.237
+score MONEY_FRAUD_3 3.096
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
-score MSGID_HDR_MALF 3.496
-score MSMAIL_PRI_ABNORMAL 0.001
-score MSM_PRIO_REPTO 0.001
-score NAME_EMAIL_DIFF 2.646
-score NICE_REPLY_A -0.382
-score NORDNS_LOW_CONTRAST 1.246
+score MSMAIL_PRI_ABNORMAL 1.181
+score MSM_PRIO_REPTO 2.497
+score NAME_EMAIL_DIFF 2.943
+score NICE_REPLY_A -4.199
+score NORDNS_LOW_CONTRAST 1.634
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 3.196
-score NUMBEREND_LINKBAIT 0.999
-score OBFU_TEXT_ATTACH 1.102
+score NSL_RCVD_HELO_USER 3.096
+score NUMBEREND_LINKBAIT 0.182
score ODD_FREEM_REPTO 2.996
score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.162
+score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_OTHER_BAD_TLD 1.997
score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PHP_ORIG_SCRIPT 2.497
score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.998
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.997
-score RDNS_NUM_TLD_XM 2.171
+score RATWARE_NO_RDNS 0.817
+score RDNS_NUM_TLD_XM 1.908
score REPTO_419_FRAUD_GM 2.996
-score REPTO_INFONUMSCOM 2.997
-score RISK_FREE 2.298
-score SCC_BODY_URI_ONLY 2.797
+score REPTO_419_FRAUD_GM_LOOSE 0.998
+score REPTO_INFONUMSCOM 2.996
+score RISK_FREE 0.326
+score SCC_BODY_SINGLE_WORD 0.789
+score SCC_BODY_URI_ONLY 2.697
score SCC_CANSPAM_2 2.596
-score SCC_SPAMMER_ADDR_2 2.268
+score SCC_ISEMM_LID_1 1.986
score SCC_THREE_WORD_MONTY 3.196
-score SCRIPT_GIBBERISH 3.096
-score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 3.395
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.031
+score SENDGRID_REDIR 1.498
+score SERGIO_SUBJECT_VIAGRA01 3.708
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.034
+score SHORTENED_URL_SRC 2.197
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.001
+score SHORT_IMG_SUSP_NTLD 0.006
score SHORT_SHORTNER 1.997
score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.499
-score THIS_AD 1.099
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.199
-score TO_NAME_SUBJ_NO_RDNS 0.738
+score SUBJ_ATTENTION 0.498
+score THIS_AD 1.098
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.346
+score TO_NAME_SUBJ_NO_RDNS 0.547
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 0.541
+score TO_NO_BRKTS_NORDNS_HTML 1.292
score TO_NO_BRKTS_PCNT 2.497
-score TVD_LONG_WORD5 3.096
-score TVD_RCVD_SPACE_BRACKET 0.936
-score UNDISC_FREEM 3.196
-score UNDISC_MONEY 2.671
-score UPPERCASE_URI 3.196
-score URI_DOTEDU 1.992
-score URI_FIREBASEAPP 2.997
-score URI_GOOGLE_PROXY 2.398
-score URI_OBFU_DOM 2.497
+score TVD_LONG_WORD5 1.112
+score TVD_RCVD_SPACE_BRACKET 2.064
+score UNDISC_FREEM 3.096
+score UNDISC_MONEY 3.296
+score UNICODE_OBFU_ASC 2.497
+score UPPERCASE_URI 2.896
+score URI_DOTEDU 1.997
+score URI_FIREBASEAPP 2.996
+score URI_GOOGLE_PROXY 2.596
+score URI_GOOG_STO_SPAMMY 2.996
+score URI_OBFU_DOM 2.297
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.951
+score URI_TRY_3LD 1.997
+score URI_WPADMIN 2.197
score URI_WP_HACKED_2 2.497
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 0.262
-score XM_RANDOM 2.497
-score XM_RECPTID 2.996
+score XM_DIGITS_ONLY 0.513
+score XM_RANDOM 2.498
+score XM_RECPTID 2.997
score YOUR_DELIVERY_ADDRESS 1.248
+score YOU_INHERIT 2.299
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -196,12 +210,10 @@ score APP_DEVELOPMENT_NORDNS 1.0
score BEBEE_IMG_NOT_RCVD_BB 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
-score BITCOIN_DEADLINE 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_MALWARE 1.000
score BITCOIN_OBFU_SUBJ 1.000
-score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_07 1.000
@@ -230,7 +242,6 @@ score FBI_SPOOF 1.0
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 1.000
score FONT_INVIS_LONG_LINE 1.000
-score FONT_INVIS_NORDNS 1.000
score FORM_FRAUD 1.000
score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
@@ -246,6 +257,7 @@ score GOOGLE_DOCS_PHISH 1.0
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
+score GOOG_MALWARE_DNLD 1.000
score GOOG_STO_HTML_PHISH 1.000
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
@@ -263,7 +275,6 @@ score HTML_SHRT_CMNT_OBFU_MANY 1.0
score HTML_SINGLET_MANY 1.000
score HTML_TEXT_INVISIBLE_FONT 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
-score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score KHOP_HELO_FCRDNS 0.400
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
@@ -271,6 +282,7 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
+score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
@@ -284,9 +296,11 @@ score MONERO_EXTORT_01 1.0
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
score MSGID_DOLLARS_URI_IMG 1.000
+score MSGID_HDR_MALF 1.000
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 PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -306,7 +320,6 @@ 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_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
@@ -315,7 +328,6 @@ score REPTO_419_FRAUD_YH 1.0
score REPTO_419_FRAUD_YH_LOOSE 1.000
score REPTO_419_FRAUD_YJ 1.000
score REPTO_419_FRAUD_YN 1.000
-score SCC_ISEMM_LID_1 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
score SPOOFED_FREEMAIL_NO_RDNS 1.000
@@ -329,12 +341,11 @@ 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 TUMBLR_IMG_NOT_RCVD_TUMB 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
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
@@ -342,7 +353,6 @@ score URI_AZURE_CLOUDAPP 1.0
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
-score URI_GOOG_STO_SPAMMY 3.000
score URI_HEX_IP 1.000
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1901957&r1=1901956&r2=1901957&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jun 16 02:48:55 2022
@@ -1,222 +1,227 @@
-# Using score set 1 logs for revision 1901610 from:
-# ham-net-darxus.r1901610.log ham-net-ena-week0.r1901610.log ham-net-ena-week1.r1901610.log ham-net-ena-week2.r1901610.log ham-net-ena-week3.r1901610.log ham-net-ena-week4.r1901610.log ham-net-giovanni-ham.r1901610.log ham-net-giovanni-spammy.r1901610.log ham-net-giovanni-spam.r1901610.log ham-net-grenier.r1901610.log ham-net-hege.r1901610.log ham-net-jhardin.r1901610.log ham-net-llanga.r1901610.log ham-net-mmiroslaw-mails-ham.r1901610.log ham-net-mmiroslaw-mails-spam.r1901610.log ham-net-thendrikx.r1901610.log ham-net-tsz-spam-corpus.r1901610.log spam-net-darxus.r1901610.log spam-net-ena-week0.r1901610.log spam-net-ena-week1.r1901610.log spam-net-ena-week2.r1901610.log spam-net-ena-week3.r1901610.log spam-net-ena-week4.r1901610.log spam-net-giovanni-ham.r1901610.log spam-net-giovanni-spammy.r1901610.log spam-net-giovanni-spam.r1901610.log spam-net-grenier.r1901610.log spam-net-hege.r1901610.log spam-net-jhardin.r1901610.log spam-net-llanga.r1901610.log spam-net-mmiroslaw-mails-ham.
r1901610.log spam-net-mmiroslaw-mails-spam.r1901610.log spam-net-thendrikx.r1901610.log spam-net-tsz-spam-corpus.r1901610.log
+# Using score set 1 logs for revision 1901821 from:
+# ham-net-darxus.r1901821.log ham-net-ena-week0.r1901821.log ham-net-ena-week1.r1901821.log ham-net-ena-week2.r1901821.log ham-net-ena-week3.r1901821.log ham-net-ena-week4.r1901821.log ham-net-giovanni-ham.r1901821.log ham-net-giovanni-spammy.r1901821.log ham-net-giovanni-spam.r1901821.log ham-net-grenier.r1901821.log ham-net-hege.r1901821.log ham-net-jhardin.r1901821.log ham-net-llanga.r1901821.log ham-net-mmiroslaw-mails-ham.r1901821.log ham-net-mmiroslaw-mails-spam.r1901821.log ham-net-spamsponge.r1901821.log ham-net-thendrikx.r1901821.log ham-net-tsz-spam-corpus.r1901821.log spam-net-darxus.r1901821.log spam-net-ena-week0.r1901821.log spam-net-ena-week1.r1901821.log spam-net-ena-week2.r1901821.log spam-net-ena-week3.r1901821.log spam-net-ena-week4.r1901821.log spam-net-giovanni-ham.r1901821.log spam-net-giovanni-spammy.r1901821.log spam-net-giovanni-spam.r1901821.log spam-net-grenier.r1901821.log spam-net-hege.r1901821.log spam-net-jhardin.r1901821.log spam-net-llanga.r1901821.l
og spam-net-mmiroslaw-mails-ham.r1901821.log spam-net-mmiroslaw-mails-spam.r1901821.log spam-net-spamsponge.r1901821.log spam-net-thendrikx.r1901821.log spam-net-tsz-spam-corpus.r1901821.log
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
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 0.641
+score ADMITS_SPAM 2.996
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.284
score ADVANCE_FEE_2_NEW_MONEY 1.997
score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_MONEY 2.696
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.854
+score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 2.297
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.786
-score ADVANCE_FEE_5_NEW 2.497
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.812
+score ADVANCE_FEE_4_NEW_MONEY 2.697
+score ADVANCE_FEE_5_NEW 2.397
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
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 2.497
+score AMAZON_IMG_NOT_RCVD_AMZN 1.964
score APOSTROPHE_TOCC 0.998
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 2.594
-score BITCOIN_EXTORT_01 4.279
-score BITCOIN_MALWARE 0.001
+score BIGNUM_EMAILS_FREEM 1.430
+score BITCOIN_EXTORT_01 3.893
+score BITCOIN_MALF_HTML 3.496
+score BITCOIN_MALWARE 3.496
score BITCOIN_ONAN 2.996
-score BITCOIN_PAY_ME 2.296
+score BITCOIN_PAY_ME 0.961
score BITCOIN_SPAM_01 2.497
-score BITCOIN_SPAM_02 1.066
-score BITCOIN_SPAM_03 2.497
+score BITCOIN_SPAM_02 1.441
+score BITCOIN_SPAM_03 2.181
score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_09 0.716
-score BITCOIN_XPRIO 0.336
-score BITCOIN_YOUR_INFO 2.996
-score BODY_EMAIL_419_FRAUD_GM 0.151
+score BITCOIN_SPAM_09 0.605
+score BITCOIN_XPRIO 0.716
+score BITCOIN_YOUR_INFO 2.316
+score BODY_EMAIL_419_FRAUD_GM 2.497
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 0.969
-score BOGUS_MSM_HDRS 2.215
-score COMPENSATION 1.210
+score BODY_SINGLE_WORD 0.001
+score BODY_URI_ONLY 0.901
+score BOGUS_MSM_HDRS 2.494
score CONTENT_AFTER_HTML 2.497
score CONTENT_AFTER_HTML_WEAK 1.498
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -1.148
+score DKIMWL_WL_HIGH -0.571
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.631
-score DX_TEXT_03 1.597
+score DKIMWL_WL_MEDHI -0.999
+score DX_TEXT_03 1.398
score ENCRYPTED_MESSAGE -0.998
score END_FUTURE_EMAILS 2.497
-score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.372
+score FILL_THIS_FORM 0.001 # force non-zero
+score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_POSTEXTRAS 2.179
-score FORGED_SPF_HELO 0.076
+score FONT_INVIS_POSTEXTRAS 2.181
+score FORGED_SPF_HELO 0.001
score FORM_FRAUD 0.998
-score FORM_FRAUD_3 1.819
+score FORM_FRAUD_3 2.498
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROM_2_EMAILS_SHORT 2.999
score FROM_ADDR_WS 2.996
-score FROM_FMBLA_NEWDOM 1.498
+score FROM_FMBLA_NEWDOM 0.302
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.672
+score FROM_GOV_DKIM_AU -0.397
score FROM_GOV_SPOOF 0.998
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.297
-score FROM_MISSP_EH_MATCH 0.075
+score FROM_MISSP_DYNIP 0.563
+score FROM_MISSP_EH_MATCH 0.596
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.841
+score FROM_MISSP_SPF_FAIL 0.274
score FROM_MISSP_TO_UNDISC 0.001 # force non-zero
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.071
-score FROM_NTLD_REPLY_FREEMAIL 0.353
-score FROM_PAYPAL_SPOOF 0.596
+score FROM_MULTI_NORDNS 1.887
+score FROM_NTLD_LINKBAIT 1.476
+score FROM_NTLD_REPLY_FREEMAIL 1.582
+score FROM_PAYPAL_SPOOF 0.043
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score GB_BITCOIN_CP 2.996
+score GB_BITCOIN_CP 2.997
score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.498
-score GB_HASHBL_BTC 2.657
+score GB_FREEMAIL_DISPTO 0.451
+score GB_HASHBL_BTC 1.777
score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_MALWARE_DNLD 2.630
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 3.396
-score GOOG_STO_EMAIL_PHISH 2.996
+score GOOG_REDIR_NORDNS 3.122
+score GOOG_STO_EMAIL_PHISH 2.997
score GOOG_STO_IMG_NOHTML 2.497
-score GOOG_STO_NOIMG_HTML 2.942
-score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE 0.098
+score GOOG_STO_NOIMG_HTML 2.996
score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 1.312
+score HDRS_MISSP 0.811
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.248
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.998
-score HK_NAME_MR_MRS 0.799
+score HK_LOTTO 0.001
+score HK_NAME_MR_MRS 0.001
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 2.764
-score HOSTED_IMG_FREEM 0.914
+score HOSTED_IMG_DIRECT_MX 3.496
+score HOSTED_IMG_FREEM 2.038
score HOSTED_IMG_MULTI_PUB_01 2.996
score HTML_ENTITY_ASCII 2.996
score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 1.971
-score HTML_TAG_BALANCE_CENTER 2.796
+score HTML_SINGLET_MANY 1.649
+score HTML_TAG_BALANCE_CENTER 2.896
score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 3.496
+score HTML_TEXT_INVISIBLE_STYLE 2.691
score JH_SPAMMY_HEADERS 3.496
+score JH_SPAMMY_PATTERN01 2.360
score KHOP_HELO_FCRDNS 0.001
score LONGLN_LOW_CONTRAST 2.497
-score LONG_HEX_URI 1.534
-score LONG_IMG_URI 1.833
-score LONG_INVISIBLE_TEXT 0.001
+score LONG_HEX_URI 1.514
+score LONG_IMG_URI 1.024
+score LONG_INVISIBLE_TEXT 0.857
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.498
-score MALWARE_NORDNS 0.001
+score LOTTO_DEPT 1.997
+score MALFORMED_FREEMAIL 1.895
score MALW_ATTACH 2.297
-score MILLION_HUNDRED 0.001 # force non-zero
-score MILLION_USD 1.997
+score MANY_SPAN_IN_TEXT 1.133
+score MILLION_HUNDRED 0.001
+score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 1.890
+score MIXED_ES 1.894
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.537
+score MONEY_FRAUD_3 2.454
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 1.985
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
score MSGID_HDR_MALF 3.496
-score MSMAIL_PRI_ABNORMAL 0.001 # force non-zero
-score MSM_PRIO_REPTO 2.193
+score MSMAIL_PRI_ABNORMAL 1.499
+score MSM_PRIO_REPTO 2.499
score NAME_EMAIL_DIFF 0.001
-score NICE_REPLY_A -1.732
-score NORDNS_LOW_CONTRAST 1.223
+score NICE_REPLY_A -2.570
+score NORDNS_LOW_CONTRAST 0.998
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.967
-score NUMBEREND_LINKBAIT 0.365
-score OBFU_TEXT_ATTACH 1.444
-score ODD_FREEM_REPTO 2.937
-score PDS_BTC_ID 0.001
+score NSL_RCVD_HELO_USER 1.839
+score NUMBEREND_LINKBAIT 0.217
+score ODD_FREEM_REPTO 2.538
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_DBL_URL_TNB_RUNON 1.998
+score PDS_FROM_2_EMAILS 3.496
+score PDS_HELO_SPF_FAIL 1.076
score PDS_OTHER_BAD_TLD 1.997
score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PHP_ORIG_SCRIPT 2.084
-score PHP_SCRIPT 2.498
+score PHP_ORIG_SCRIPT 2.151
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
+score RAND_MKTG_HEADER 1.998
+score RATWARE_NO_RDNS 1.732
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.379
+score RDNS_NUM_TLD_XM 0.380
score REPTO_419_FRAUD_GM 2.996
+score REPTO_419_FRAUD_GM_LOOSE 0.999
score REPTO_INFONUMSCOM 2.996
-score RISK_FREE 1.608
-score SCC_BODY_URI_ONLY 2.691
-score SCC_CANSPAM_2 2.497
-score SCC_ISEMM_LID_1 1.733
-score SCC_THREE_WORD_MONTY 2.775
+score RISK_FREE 0.001
+score SCC_BODY_SINGLE_WORD 0.001
+score SCC_BODY_URI_ONLY 2.690
+score SCC_CANSPAM_2 2.596
+score SCC_ISEMM_LID_1 2.847
+score SCC_THREE_WORD_MONTY 3.096
score SCRIPT_GIBBERISH 2.896
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 3.499
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.101
+score SERGIO_SUBJECT_VIAGRA01 3.707
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.082
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_IMG_SUSP_NTLD 0.760
score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 1.678
+score SPOOFED_FREEMAIL 1.997
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.497
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 1.866
+score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.498
score THIS_AD 1.098
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.290
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.226
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_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_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.203
+score TO_NO_BRKTS_NORDNS_HTML 1.202
score TO_NO_BRKTS_PCNT 2.497
-score TVD_LONG_WORD5 2.996
-score TVD_RCVD_SPACE_BRACKET 2.766
-score UNDISC_FREEM 2.297
-score UNDISC_MONEY 0.672
-score UPPERCASE_URI 2.422
-score URI_DOTEDU 1.997
+score TVD_LONG_WORD5 2.896
+score TVD_RCVD_SPACE_BRACKET 2.728
+score UNDISC_FREEM 2.196
+score UNDISC_MONEY 0.747
+score UPPERCASE_URI 2.390
+score URI_DOTEDU 1.686
score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.297
+score URI_GOOGLE_PROXY 1.782
score URI_OBFU_DOM 2.397
-score URI_ONLY_MSGID_MALF 1.106
-score URI_PHISH 2.370
-score URI_PHP_REDIR 3.169
-score URI_TRY_3LD 0.634
+score URI_ONLY_MSGID_MALF 1.355
+score URI_PHISH 2.368
+score URI_PHP_REDIR 3.170
+score URI_TRY_3LD 0.151
+score URI_WPADMIN 2.197
score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 1.949
+score URI_WP_HACKED_2 2.497
score WORD_INVIS_MANY 2.996
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 2.999
-score XM_RANDOM 2.497
-score XM_RECPTID 2.997
+score XM_DIGITS_ONLY 1.116
+score XM_RANDOM 2.498
+score XM_RECPTID 2.996
score XPRIO 0.001
score YOUR_DELIVERY_ADDRESS 1.248
+score YOU_INHERIT 2.197
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -260,12 +265,14 @@ score DOTGOV_IMAGE 1.0
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
+score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 1.000
score FONT_INVIS_LONG_LINE 1.000
score FONT_INVIS_NORDNS 1.000
+score FOUND_YOU 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_BANK_NOAUTH 1.000
@@ -273,7 +280,6 @@ score FROM_FMBLA_NDBLOCKED 0.0
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_MISSP_PHISH 1.000
score FROM_NEWDOM_BTC 1.000
-score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
@@ -284,10 +290,12 @@ score GOOGLE_DOCS_PHISH 1.0
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
+score GOOG_MALWARE_DNLD 1.000
score GOOG_STO_HTML_PHISH 1.000
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
+score HAS_X_OUTGOING_SPAM_STAT 1.000
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -297,15 +305,14 @@ score HOSTED_IMG_MULTI 1.0
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
-score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
score LIST_PRTL_PUMPDUMP 1.000
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
+score MALWARE_NORDNS 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
@@ -320,7 +327,6 @@ score MSGID_DOLLARS_URI_IMG 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score PDS_HELO_SPF_FAIL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -340,7 +346,6 @@ 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_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
@@ -362,6 +367,7 @@ 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 TUMBLR_IMG_NOT_RCVD_TUMB 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/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1901957&r1=1901956&r2=1901957&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jun 16 02:48:55 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 334221 48.843% (99.670% of non-spam corpus)
-# Correctly spam: 279424 40.835% (80.075% of spam corpus)
-# False positives: 1108 0.162% (0.330% of nonspam, 35820 weighted)
-# False negatives: 69527 10.161% (19.925% of spam, 132915 weighted)
-# Average score for spam: 12.2 nonspam: 0.6
-# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 684280 100.00%
+# Correctly non-spam: 349106 49.047% (99.691% of non-spam corpus)
+# Correctly spam: 278794 39.169% (77.101% of spam corpus)
+# False positives: 1081 0.152% (0.309% of nonspam, 34203 weighted)
+# False negatives: 82800 11.633% (22.899% of spam, 160697 weighted)
+# Average score for spam: 12.4 nonspam: 0.4
+# Average for false-pos: 6.1 false-neg: 1.9
+# TOTAL: 711781 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 41648 99.67%
-# Correctly spam: 34806 80.03%
-# False positives: 139 0.33%
-# False negatives: 8686 19.97%
-# TCR(l=50): 2.781530 SpamRecall: 80.029% SpamPrec: 99.602%
+# Correctly non-spam: 43509 99.69%
+# Correctly spam: 34727 77.09%
+# False positives: 134 0.31%
+# False negatives: 10322 22.91%
+# TCR(l=50): 2.646516 SpamRecall: 77.087% SpamPrec: 99.616%
##### 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: 325880 97.18%
-# Correctly spam: 252083 72.24%
-# False positives: 9449 2.82%
-# False negatives: 96868 27.76%
-# TCR(l=50): 0.612928 SpamRecall: 72.240% SpamPrec: 96.387%
+# Correctly non-spam: 340963 97.37%
+# Correctly spam: 255413 70.64%
+# False positives: 9224 2.63%
+# False negatives: 106181 29.36%
+# TCR(l=50): 0.637304 SpamRecall: 70.635% SpamPrec: 96.514%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 40580 97.11%
-# Correctly spam: 31417 72.24%
-# False positives: 1207 2.89%
-# False negatives: 12075 27.76%
-# TCR(l=50): 0.600511 SpamRecall: 72.236% SpamPrec: 96.300%
+# Correctly non-spam: 42499 97.38%
+# Correctly spam: 31959 70.94%
+# False positives: 1144 2.62%
+# False negatives: 13090 29.06%
+# TCR(l=50): 0.640902 SpamRecall: 70.943% SpamPrec: 96.544%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1901957&r1=1901956&r2=1901957&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jun 16 02:48:55 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 335460 50.150% (99.458% of non-spam corpus)
-# Correctly spam: 288519 43.132% (87.001% of spam corpus)
-# False positives: 1829 0.273% (0.542% of nonspam, 123570 weighted)
-# False negatives: 43109 6.445% (12.999% of spam, 81268 weighted)
-# Average score for spam: 17.7 nonspam: -0.8
-# Average for false-pos: 6.9 false-neg: 1.9
-# TOTAL: 668917 100.00%
+# Correctly non-spam: 343987 48.662% (99.489% of non-spam corpus)
+# Correctly spam: 311843 44.114% (86.349% of spam corpus)
+# False positives: 1768 0.250% (0.511% of nonspam, 124771 weighted)
+# False negatives: 49298 6.974% (13.651% of spam, 103595 weighted)
+# Average score for spam: 19.2 nonspam: -0.8
+# Average for false-pos: 6.8 false-neg: 2.1
+# TOTAL: 706896 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 41801 99.43%
-# Correctly spam: 36010 87.13%
-# False positives: 241 0.57%
-# False negatives: 5321 12.87%
-# TCR(l=50): 2.379310 SpamRecall: 87.126% SpamPrec: 99.335%
+# Correctly non-spam: 42888 99.50%
+# Correctly spam: 38996 86.71%
+# False positives: 215 0.50%
+# False negatives: 5976 13.29%
+# TCR(l=50): 2.688748 SpamRecall: 86.712% SpamPrec: 99.452%
##### 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: 335787 99.55%
-# Correctly spam: 240617 72.56%
-# False positives: 1502 0.45%
-# False negatives: 91011 27.44%
-# TCR(l=50): 1.996424 SpamRecall: 72.556% SpamPrec: 99.380%
+# Correctly non-spam: 344198 99.55%
+# Correctly spam: 265820 73.61%
+# False positives: 1557 0.45%
+# False negatives: 95321 26.39%
+# TCR(l=50): 2.085459 SpamRecall: 73.606% SpamPrec: 99.418%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 41847 99.54%
-# Correctly spam: 30103 72.83%
-# False positives: 195 0.46%
-# False negatives: 11228 27.17%
-# TCR(l=50): 1.970207 SpamRecall: 72.834% SpamPrec: 99.356%
+# Correctly non-spam: 42896 99.52%
+# Correctly spam: 33198 73.82%
+# False positives: 207 0.48%
+# False negatives: 11774 26.18%
+# TCR(l=50): 2.032725 SpamRecall: 73.819% SpamPrec: 99.380%