Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1892030&r1=1892029&r2=1892030&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Aug 6 02:46:15 2021
@@ -1,236 +1,234 @@
-# Using score set 0 logs for revision 1891974 from:
-# ham-darxus.r1891974.log ham-ena-week0.r1891974.log ham-ena-week1.r1891974.log ham-ena-week2.r1891974.log ham-ena-week3.r1891974.log ham-ena-week4.r1891974.log ham-giovanni-ham.r1891974.log ham-giovanni-spammy.r1891974.log ham-giovanni-spam.r1891974.log ham-grenier.r1891974.log ham-hege.r1891974.log ham-jhardin.r1891974.log ham-llanga.r1891974.log ham-mmiroslaw-mails-ham.r1891974.log ham-mmiroslaw-mails-spam.r1891974.log ham-pds.r1891974.log ham-spamsponge.r1891974.log ham-thendrikx.r1891974.log ham-tsz-spam-corpus.r1891974.log spam-darxus.r1891974.log spam-ena-week0.r1891974.log spam-ena-week1.r1891974.log spam-ena-week2.r1891974.log spam-ena-week3.r1891974.log spam-ena-week4.r1891974.log spam-giovanni-ham.r1891974.log spam-giovanni-spammy.r1891974.log spam-giovanni-spam.r1891974.log spam-grenier.r1891974.log spam-hege.r1891974.log spam-jhardin.r1891974.log spam-llanga.r1891974.log spam-mmiroslaw-mails-ham.r1891974.log spam-mmiroslaw-mails-spam.r1891974.log spam-pds.r1891974.log s
pam-spamsponge.r1891974.log spam-thendrikx.r1891974.log spam-tsz-spam-corpus.r1891974.log
+# Using score set 0 logs for revision 1892026 from:
+# ham-darxus.r1892026.log ham-ena-week0.r1892026.log ham-ena-week1.r1892026.log ham-ena-week2.r1892026.log ham-ena-week3.r1892026.log ham-ena-week4.r1892026.log ham-giovanni-ham.r1892026.log ham-giovanni-spammy.r1892026.log ham-giovanni-spam.r1892026.log ham-grenier.r1892026.log ham-hege.r1892026.log ham-jhardin.r1892026.log ham-llanga.r1892026.log ham-mmiroslaw-mails-ham.r1892026.log ham-mmiroslaw-mails-spam.r1892026.log ham-pds.r1892026.log ham-spamsponge.r1892026.log ham-thendrikx.r1892026.log ham-tsz-spam-corpus.r1892026.log spam-darxus.r1892026.log spam-ena-week0.r1892026.log spam-ena-week1.r1892026.log spam-ena-week2.r1892026.log spam-ena-week3.r1892026.log spam-ena-week4.r1892026.log spam-giovanni-ham.r1892026.log spam-giovanni-spammy.r1892026.log spam-giovanni-spam.r1892026.log spam-grenier.r1892026.log spam-hege.r1892026.log spam-jhardin.r1892026.log spam-llanga.r1892026.log spam-mmiroslaw-mails-ham.r1892026.log spam-mmiroslaw-mails-spam.r1892026.log spam-pds.r1892026.log s
pam-spamsponge.r1892026.log spam-thendrikx.r1892026.log spam-tsz-spam-corpus.r1892026.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.790
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.899
-score ADMITS_SPAM 3.600
-score ADVANCE_FEE_2_NEW_FORM 1.999
+score AC_HTML_NONSENSE_TAGS 1.901
+score ADMITS_SPAM 3.599
+score ADVANCE_FEE_2_NEW_FORM 0.750
score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
-score ADVANCE_FEE_2_NEW_MONEY 0.768
+score ADVANCE_FEE_2_NEW_MONEY 1.108
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.154
-score ADVANCE_FEE_3_NEW_MONEY 2.700
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.869
+score ADVANCE_FEE_3_NEW_MONEY 3.099
score ADVANCE_FEE_4_NEW 2.599
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.023
-score ADVANCE_FEE_5_NEW 2.500
+score ADVANCE_FEE_4_NEW_MONEY 0.496
+score ADVANCE_FEE_5_NEW 2.602
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 0.825
-score AD_PREFS 0.188
+score ADVANCE_FEE_5_NEW_MONEY 0.228
+score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.749
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.660
-score BEBEE_IMG_NOT_RCVD_BB 2.000
-score BIGNUM_EMAILS_FREEM 3.000
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.436
+score BEBEE_IMG_NOT_RCVD_BB 1.999
+score BIGNUM_EMAILS_FREEM 2.999
score BIGNUM_EMAILS_MANY 2.999
score BITCOIN_MALF_HTML 3.499
-score BITCOIN_ONAN 2.995
+score BITCOIN_ONAN 2.142
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 3.499
-score BITCOIN_XPRIO 1.901
+score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.671
-score BULK_RE_SUSP_NTLD 1.000
-score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML 2.499
+score BOGUS_MSM_HDRS 2.727
+score BULK_RE_SUSP_NTLD 0.999
+score CK_HELO_GENERIC 0.250
+score CONTENT_AFTER_HTML 2.500
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.538
+score DEAR_BENEFICIARY 0.537
score DETAILS_OF_PRODUCT 1.250
-score DX_TEXT_03 0.699
-score EBAY_IMG_NOT_RCVD_EBAY 1.704
+score DX_TEXT_03 0.799
+score EBAY_IMG_NOT_RCVD_EBAY 1.875
score ENCRYPTED_MESSAGE -0.999
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
score FAKE_REPLY_A1 3.999
-score FAKE_REPLY_B 3.999
-score FILL_THIS_FORM 1.197
-score FONT_INVIS_DIRECT 2.399
+score FAKE_REPLY_B 3.899
+score FILL_THIS_FORM 1.198
+score FONT_INVIS_DIRECT 2.476
score FONT_INVIS_HTML_NOHTML 2.999
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 2.230
-score FORM_FRAUD_5 1.734
+score FONT_INVIS_MSGID 2.421
+score FONT_INVIS_NORDNS 2.482
+score FORM_FRAUD_5 1.245
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 3.099
-score FROM_2_EMAILS_SHORT 2.726
+score FROM_2_EMAILS_SHORT 1.001
score FROM_ADDR_WS 2.999
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 1.354
-score FROM_MISSP_EH_MATCH 1.999
+score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 3.499
-score FROM_MISSP_MSFT 1.857
-score FROM_MISSP_PHISH 2.576
-score FROM_MISSP_USER 1.233
-score FROM_MULTI_NORDNS 0.354
-score FROM_NAME_EQ_TO_G_DRIVE 0.630
-score FROM_NTLD_REPLY_FREEMAIL 1.494
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_CTYPE_WIN1251 3.377
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 2.578
+score FROM_MISSP_USER 0.001
+score FROM_MULTI_NORDNS 0.765
+score FROM_NAME_EQ_TO_G_DRIVE 1.320
+score FROM_NTLD_REPLY_FREEMAIL 1.459
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_HELO_FAKE 3.099
-score FSL_NEW_HELO_USER 1.999
-score FUZZY_AMAZON 2.299
-score FUZZY_CLICK_HERE 1.788
-score GB_FAKE_RF_SHORT 0.305
+score FSL_NEW_HELO_USER 0.001
+score FUZZY_AMAZON 2.399
+score FUZZY_CLICK_HERE 1.787
+score GB_FAKE_RF_SHORT 1.883
score GB_FREEMAIL_DISPTO 0.499
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GOOGLE_DOC_SUSP 2.499
-score GOOG_REDIR_NORDNS 2.599
-score GOOG_STO_EMAIL_PHISH 2.395
-score GOOG_STO_HTML_PHISH 2.740
-score GOOG_STO_HTML_PHISH_MANY 2.716
+score GB_GOOGLE_OBFUR 0.749
+score GOOGLE_DOC_SUSP 2.497
+score GOOG_REDIR_NORDNS 2.604
+score GOOG_STO_EMAIL_PHISH 2.871
+score GOOG_STO_HTML_PHISH 2.751
+score GOOG_STO_HTML_PHISH_MANY 2.943
score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_NOIMG_HTML 3.000
+score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 1.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.247
-score HDR_ORDER_FTSDMCXX_DIRECT 1.079
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HDRS_MISSP 1.564
+score HDR_ORDER_FTSDMCXX_DIRECT 0.410
+score HDR_ORDER_FTSDMCXX_NORDNS 0.640
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.001
+score HK_LOTTO 0.001 # force non-zero
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.339
-score HOSTED_IMG_DIRECT_MX 2.974
+score HK_SCAM 1.246
+score HOSTED_IMG_DIRECT_MX 2.978
score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI 2.409
+score HOSTED_IMG_MULTI 2.999
score HOSTED_IMG_MULTI_PUB_01 2.999
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.499
score HTML_OFF_PAGE 2.999
-score HTML_TAG_BALANCE_CENTER 1.953
-score HTML_TEXT_INVISIBLE_STYLE 2.231
-score IMG_ONLY_FM_DOM_INFO 1.117
+score HTML_TAG_BALANCE_CENTER 2.359
+score HTML_TEXT_INVISIBLE_STYLE 1.825
+score IMG_ONLY_FM_DOM_INFO 1.127
score JH_SPAMMY_HEADERS 3.499
-score LINKEDIN_IMG_NOT_RCVD_LNKN 2.500
+score LINKEDIN_IMG_NOT_RCVD_LNKN 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.399
+score LONG_IMG_URI 0.886
+score LONG_INVISIBLE_TEXT 1.884
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
-score MALWARE_NORDNS 2.103
+score MALWARE_NORDNS 2.102
score MANY_SPAN_IN_TEXT 2.499
score MILLION_HUNDRED 3.199
-score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.519
-score MIXED_AREA_CASE 0.261
+score MILLION_USD 1.021
+score MIMEOLE_DIRECT_TO_MX 1.508
+score MIXED_AREA_CASE 1.627
score MIXED_CENTER_CASE 2.499
score MIXED_ES 3.599
-score MIXED_FONT_CASE 1.384
-score MIXED_HREF_CASE 0.206
-score MIXED_IMG_CASE 0.505
-score MONEY_12LTRDOM 0.100
-score MONEY_ATM_CARD 0.927
-score MONEY_FORM 0.001 # force non-zero
+score MIXED_FONT_CASE 0.927
+score MIXED_HREF_CASE 0.001
+score MIXED_IMG_CASE 0.736
+score MONEY_ATM_CARD 1.898
+score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.976
-score MONEY_FRAUD_5 0.465
+score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_5 0.155
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 3.000
+score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.788
-score MONEY_NOHTML 1.824
-score MSMAIL_PRI_ABNORMAL 1.192
-score NAME_EMAIL_DIFF 1.771
+score MONEY_FROM_MISSP 1.999
+score MONEY_NOHTML 1.497
+score MSMAIL_PRI_ABNORMAL 0.630
+score NAME_EMAIL_DIFF 1.728
score NA_DOLLARS 0.001
score NEW_PRODUCTS 1.249
-score NICE_REPLY_A -0.245
+score NICE_REPLY_A -0.243
score NOT_SPAM 3.199
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.724
-score NSL_RCVD_HELO_USER 1.818
-score NUMBEREND_LINKBAIT 0.198
+score NO_FM_NAME_IP_HOSTN 0.044
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 1.860
+score NUMBEREND_LINKBAIT 0.999
score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.999
-score OFFER_ONLY_AMERICA 1.216
-score ONLINE_MKTG_CNSLT 2.499
-score ORDER_TODAY 2.499
+score OFFER_ONLY_AMERICA 0.600
+score ORDER_TODAY 1.560
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 1.423
+score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS_SHRTNER 1.346
-score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_FROM_2_EMAILS_SHRTNER 0.648
+score PDS_FROM_NAME_TO_DOMAIN 2.000
score PDS_HP_HELO_NORDNS 0.999
-score PDS_OTHER_BAD_TLD 2.000
+score PDS_OTHER_BAD_TLD 1.999
score PDS_PHP_EVAL 1.499
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 1.034
+score PDS_SHORT_BOGUS_MSM_HDRS 0.433
score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TO_EQ_FROM_NAME 3.199
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.400
+score PDS_TO_EQ_FROM_NAME 3.089
score PHP_ORIG_SCRIPT 1.501
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RAND_HEADER_LIST_SPOOF 3.000
+score RAND_HEADER_LIST_SPOOF 2.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.601
-score RDNS_NUM_TLD_XM 2.471
-score READY_TO_SHIP 1.250
-score REPTO_419_FRAUD 2.645
-score REPTO_419_FRAUD_GM 3.000
+score RATWARE_NO_RDNS 2.410
+score RDNS_NUM_TLD_XM 0.771
+score READY_TO_SHIP 1.249
+score REPTO_419_FRAUD 2.967
+score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 3.100
-score SCC_NEWBIE_HASBEENS 0.683
-score SCRIPT_GIBBERISH 2.899
-score SENDGRID_REDIR 1.499
+score RISK_FREE 3.099
+score SCC_NEWBIE_HASBEENS 1.610
+score SCRIPT_GIBBERISH 2.799
+score SENDGRID_REDIR 1.500
score SEO_SUSP_NTLD 1.199
-score SERGIO_SUBJECT_VIAGRA01 3.418
+score SERGIO_SUBJECT_VIAGRA01 3.045
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.919
-score SHORT_SHORTNER 1.999
-score STATIC_XPRIO_OLE 0.878
+score SHORTENER_SHORT_IMG 1.486
+score SHORT_SHORTNER 2.000
+score STATIC_XPRIO_OLE 0.845
score TAGSTAT_IMG_NOT_RCVD_TGST 1.999
score TARINGANET_IMG_NOT_RCVD_TN 1.999
-score THIS_AD 1.099
-score THIS_IS_ADV_SUSP_NTLD 1.443
+score THIS_AD 1.100
+score THIS_IS_ADV_SUSP_NTLD 1.053
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.100
-score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_IN_SUBJ 0.099
+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 1.999
score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
score TVD_PH_BODY_META 3.099
-score TVD_RCVD_SPACE_BRACKET 1.793
-score UNDISC_FREEM 2.999
+score TVD_RCVD_SPACE_BRACKET 2.799
+score UNDISC_FREEM 3.099
score UNDISC_MONEY 3.499
-score URI_DEOBFU_INSTR 4.300
-score URI_DOTEDU 0.769
+score URI_DEOBFU_INSTR 4.299
+score URI_DOTEDU 0.294
score URI_FIREBASEAPP 3.000
-score URI_GOOGLE_PROXY 2.999
+score URI_GOOGLE_PROXY 2.899
score URI_GOOG_STO_SPAMMY 2.999
score URI_LONG_REPEAT 2.499
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_WPADMIN 2.599
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.999
-score WALMART_IMG_NOT_RCVD_WAL 0.655
+score VFY_ACCT_NORDNS 2.612
+score WALMART_IMG_NOT_RCVD_WAL 2.155
score WANT_TO_ORDER 2.749
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 2.500
+score XM_DIGITS_ONLY 0.683
+score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO_URL_SHORTNER 1.000
-score YOUR_DELIVERY_ADDRESS 0.034
+score XPRIO_URL_SHORTNER 0.999
+score YOUR_DELIVERY_ADDRESS 0.035
score YOU_INHERIT 2.699
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -280,11 +278,11 @@ score FORM_FRAUD 1.0
score FORM_LOW_CONTRAST 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 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
score GB_FORGED_MUA_POSTFIX 1.000
-score GB_GOOGLE_OBFUR 0.750
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
@@ -309,6 +307,7 @@ score LOTTO_AGENT 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -318,9 +317,8 @@ score MSGID_DOLLARS_URI_IMG 1.0
score MSGID_HDR_MALF 1.000
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
+score NORDNS_LOW_CONTRAST 1.000
score OBFU_BITCOIN 1.000
-score PDS_BTC_NTLD 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
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1892030&r1=1892029&r2=1892030&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Aug 6 02:46:15 2021
@@ -4,106 +4,107 @@
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.492
-score AC_HTML_NONSENSE_TAGS 0.198
-score ADMITS_SPAM 3.397
-score ADVANCE_FEE_2_NEW_FORM 0.705
+score AC_FROM_MANY_DOTS 1.849
+score AC_HTML_NONSENSE_TAGS 0.716
+score ADMITS_SPAM 3.396
+score ADVANCE_FEE_2_NEW_FORM 0.940
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 0.006
-score ADVANCE_FEE_3_NEW 2.859
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.466
-score ADVANCE_FEE_3_NEW_MONEY 1.466
+score ADVANCE_FEE_2_NEW_MONEY 0.856
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.773
+score ADVANCE_FEE_3_NEW_MONEY 1.380
score ADVANCE_FEE_4_NEW 2.397
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 2.497
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.990
-score AD_PREFS 0.498
+score ADVANCE_FEE_5_NEW_MONEY 1.034
+score AD_PREFS 0.339
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 0.861
+score APP_DEVELOPMENT_NORDNS 0.900
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.666
-score BEBEE_IMG_NOT_RCVD_BB 1.350
-score BIGNUM_EMAILS_FREEM 2.800
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.846
+score BEBEE_IMG_NOT_RCVD_BB 1.049
+score BIGNUM_EMAILS_FREEM 2.446
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_MALF_HTML 3.497
score BITCOIN_MALWARE 0.001
score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 1.703
+score BITCOIN_SPAM_02 1.784
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_05 0.001
+score BITCOIN_SPAM_05 0.001 # force non-zero
score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 0.001
+score BITCOIN_XPRIO 0.001 # force non-zero
score BITCOIN_YOUR_INFO 2.996
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.072
-score BOGUS_MSM_HDRS 0.338
-score CK_HELO_GENERIC 0.248
-score CONTENT_AFTER_HTML 2.498
+score BOGUS_MIME_VERSION 2.835
+score BOGUS_MSM_HDRS 1.284
+score CK_HELO_GENERIC 0.249
+score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.144
+score DEAR_BENEFICIARY 0.287
score DETAILS_OF_PRODUCT 1.248
-score DKIMWL_BL 2.312
+score DKIMWL_BL 2.311
score DKIMWL_WL_HIGH -0.700
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 0.598
-score EBAY_IMG_NOT_RCVD_EBAY 2.111
+score EBAY_IMG_NOT_RCVD_EBAY 0.732
score ENCRYPTED_MESSAGE -0.998
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FAKE_REPLY_A1 0.284
-score FAKE_REPLY_B 2.439
+score FAKE_REPLY_A1 0.415
+score FAKE_REPLY_B 3.695
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_LONG_LINE 2.560
-score FONT_INVIS_MSGID 1.486
-score FONT_INVIS_NORDNS 1.889
-score FORGED_SPF_HELO 1.372
+score FONT_INVIS_LONG_LINE 2.559
+score FONT_INVIS_MSGID 1.495
+score FONT_INVIS_NORDNS 2.497
+score FORGED_SPF_HELO 1.498
score FORM_FRAUD 0.998
-score FORM_FRAUD_3 2.313
+score FORM_FRAUD_3 1.554
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.253
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 1.735
+score FOUND_YOU 2.980
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 1.586
score FROM_2_EMAILS_SHORT 2.996
score FROM_ADDR_WS 2.996
score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.554
-score FROM_GOV_SPOOF 0.999
+score FROM_GOV_DKIM_AU -0.560
+score FROM_GOV_SPOOF 0.998
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.097
+score FROM_MISSP_DYNIP 1.579
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 3.126
-score FROM_MISSP_PHISH 3.496
+score FROM_MISSP_MSFT 3.121
+score FROM_MISSP_PHISH 1.580
+score FROM_MISSP_REPLYTO 0.491
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.283
-score FROM_NAME_EQ_TO_G_DRIVE 1.493
-score FROM_NTLD_REPLY_FREEMAIL 0.113
+score FROM_MULTI_NORDNS 1.024
+score FROM_NAME_EQ_TO_G_DRIVE 0.750
+score FROM_NTLD_REPLY_FREEMAIL 1.672
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.927
-score FSL_BULK_SIG 2.494
+score FROM_SUSPICIOUS_NTLD_FP 0.919
+score FSL_BULK_SIG 2.498
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 2.896
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.097
-score FUZZY_CLICK_HERE 2.170
+score FUZZY_AMAZON 2.197
+score FUZZY_CLICK_HERE 2.896
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOGLE_DOC_SUSP 0.001 # force non-zero
+score GOOGLE_DOC_SUSP 0.001
score GOOG_REDIR_NORDNS 3.096
-score GOOG_STO_EMAIL_PHISH 2.358
-score GOOG_STO_HTML_PHISH 2.255
-score GOOG_STO_HTML_PHISH_MANY 1.001
+score GOOG_STO_EMAIL_PHISH 2.409
+score GOOG_STO_HTML_PHISH 2.425
+score GOOG_STO_HTML_PHISH_MANY 3.138
score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.997
-score HAS_X_OUTGOING_SPAM_STAT 1.791
+score GOOG_STO_NOIMG_HTML 2.996
+score HAS_X_OUTGOING_SPAM_STAT 1.789
score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
@@ -116,150 +117,147 @@ score HK_NAME_MR_MRS 0.9
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.130
-score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 2.121
+score HK_SCAM 0.099
+score HOSTED_IMG_DIRECT_MX 1.799
score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI 1.750
+score HOSTED_IMG_MULTI 0.551
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 2.492
-score HTML_FONT_TINY_NORDNS 1.498
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 0.061
-score HTML_TAG_BALANCE_CENTER 1.833
-score HTML_TEXT_INVISIBLE_FONT 0.401
-score HTML_TEXT_INVISIBLE_STYLE 2.784
-score IMG_ONLY_FM_DOM_INFO 0.589
+score HTML_ENTITY_ASCII 2.047
+score HTML_OFF_PAGE 2.068
+score HTML_SINGLET_MANY 0.066
+score HTML_TAG_BALANCE_CENTER 1.831
+score HTML_TEXT_INVISIBLE_FONT 0.720
+score HTML_TEXT_INVISIBLE_STYLE 2.800
+score IMG_ONLY_FM_DOM_INFO 0.593
score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.399
-score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
-score LONG_HEX_URI 0.949
+score LINKEDIN_IMG_NOT_RCVD_LNKN 2.436
+score LONG_HEX_URI 0.953
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.686
+score LONG_INVISIBLE_TEXT 1.684
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 0.001
score MALWARE_NORDNS 0.001
score MANY_SPAN_IN_TEXT 2.297
-score MILLION_HUNDRED 1.919
+score MILLION_HUNDRED 2.388
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.168
-score MIXED_CENTER_CASE 0.210
-score MIXED_ES 2.493
-score MIXED_FONT_CASE 0.817
-score MIXED_HREF_CASE 1.248
-score MIXED_IMG_CASE 2.365
-score MONEY_12LTRDOM 0.098
+score MIXED_AREA_CASE 0.416
+score MIXED_CENTER_CASE 1.687
+score MIXED_ES 2.458
+score MIXED_FONT_CASE 2.028
+score MIXED_HREF_CASE 1.455
+score MIXED_IMG_CASE 0.371
score MONEY_ATM_CARD 2.596
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.497
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.268
-score MONEY_FREEMAIL_REPTO 2.413
-score MONEY_FROM_41 1.997
+score MONEY_FRAUD_8 0.222
+score MONEY_FREEMAIL_REPTO 2.373
+score MONEY_FROM_41 1.998
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 0.985
-score MSMAIL_PRI_ABNORMAL 0.250
-score NAME_EMAIL_DIFF 0.001
-score NA_DOLLARS 0.781
+score MONEY_NOHTML 1.025
+score MSMAIL_PRI_ABNORMAL 0.919
+score NAME_EMAIL_DIFF 0.265
+score NA_DOLLARS 0.636
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.007
+score NICE_REPLY_A -2.619
score NOT_SPAM 2.996
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.183
+score NUMBEREND_LINKBAIT 0.878
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.084
+score ODD_FREEM_REPTO 1.745
score ONLINE_MKTG_CNSLT 2.297
-score ORDER_TODAY 0.157
-score PDS_BTC_ID 0.191
+score ORDER_TODAY 1.509
+score PDS_BTC_ID 0.207
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_TNB_RUNON 0.763
+score PDS_DBL_URL_TNB_RUNON 0.617
score PDS_FRNOM_TODOM_DBL_URL 1.498
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.708
-score PDS_FROM_2_EMAILS_SHRTNER 1.499
+score PDS_FROM_2_EMAILS_SHRTNER 1.341
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.823
+score PDS_HP_HELO_NORDNS 0.998
score PDS_OTHER_BAD_TLD 1.997
score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 1.432
-score PDS_SHORT_BOGUS_MSM_HDRS 0.885
+score PDS_SHORTFWD_URISHRT_FP 1.498
+score PDS_SHORT_BOGUS_MSM_HDRS 1.792
score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.151
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.152
score PDS_TO_EQ_FROM_NAME 3.096
score PHP_ORIG_SCRIPT 0.001
score PHP_ORIG_SCRIPT_EVAL 2.996
-score PHP_SCRIPT 0.599
+score PHP_SCRIPT 0.627
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.743
+score RAND_MKTG_HEADER 1.998
+score RATWARE_NO_RDNS 1.276
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.756
+score RDNS_NUM_TLD_XM 0.650
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 1.764
-score REPTO_419_FRAUD_GM 2.720
+score REPTO_419_FRAUD 2.901
+score REPTO_419_FRAUD_GM 2.470
score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 2.796
-score SCC_NEWBIE_HASBEENS 1.817
+score RISK_FREE 2.896
+score SCC_NEWBIE_HASBEENS 1.481
score SENDGRID_REDIR 1.310
score SERGIO_SUBJECT_VIAGRA01 4.095
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.816
-score SHORT_SHORTNER 1.740
+score SHORTENER_SHORT_IMG 0.990
+score SHORT_SHORTNER 1.539
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.447
+score SPOOFED_FREEMAIL 1.288
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.611
-score SPOOFED_FREEM_REPTO_CHN 0.410
-score SPOOF_GMAIL_MID 0.874
-score STATIC_XPRIO_OLE 0.203
+score SPOOFED_FREEM_REPTO 0.513
+score SPOOFED_FREEM_REPTO_CHN 0.237
+score SPOOF_GMAIL_MID 1.034
+score STATIC_XPRIO_OLE 0.206
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
-score TARINGANET_IMG_NOT_RCVD_TN 1.176
-score THIS_AD 0.899
+score TARINGANET_IMG_NOT_RCVD_TN 0.809
+score THIS_AD 0.898
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
-score TO_EQ_FM_DOM_SPF_FAIL 0.039
+score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DOM_HTML_ONLY 0.891
+score TO_EQ_FM_DOM_SPF_FAIL 0.036
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NO_BRKTS_FROM_MSSP 2.003
+score TO_NO_BRKTS_FROM_MSSP 2.391
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_NORDNS_HTML 1.204
score TO_NO_BRKTS_PCNT 2.497
-score TRANSFORM_LIFE 1.988
-score TVD_PH_BODY_META 2.796
-score TVD_RCVD_SPACE_BRACKET 0.430
+score TRANSFORM_LIFE 1.961
+score TVD_PH_BODY_META 2.896
+score TVD_RCVD_SPACE_BRACKET 0.768
score UNDISC_FREEM 2.796
-score UNDISC_MONEY 3.087
+score UNDISC_MONEY 2.619
score URI_DEOBFU_INSTR 4.295
score URI_DOTEDU 1.997
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 2.696
score URI_GOOG_STO_SPAMMY 2.996
-score URI_LONG_REPEAT 2.184
+score URI_LONG_REPEAT 2.244
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.568
-score URI_PHP_REDIR 3.177
+score URI_PHISH 3.512
+score URI_PHP_REDIR 3.180
score URI_TRY_3LD 1.997
score URI_WPADMIN 2.297
-score URI_WP_HACKED 2.497
+score URI_WP_HACKED 2.325
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.999
-score WALMART_IMG_NOT_RCVD_WAL 2.336
+score VFY_ACCT_NORDNS 2.716
+score WALMART_IMG_NOT_RCVD_WAL 2.132
score WANT_TO_ORDER 2.746
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.161
+score XFER_LOTSA_MONEY 0.001
score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 0.381
-score XM_RECPTID 2.989
-score XPRIO_URL_SHORTNER 0.999
-score YOUR_DELIVERY_ADDRESS 0.054
-score YOU_INHERIT 1.854
+score XM_RANDOM 0.428
+score XM_RECPTID 2.987
+score XPRIO_URL_SHORTNER 0.219
+score YOUR_DELIVERY_ADDRESS 0.101
+score YOU_INHERIT 1.619
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1892030&r1=1892029&r2=1892030&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Aug 6 02:46:15 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 233905 38.972% (99.721% of non-spam corpus)
-# Correctly spam: 277502 46.236% (75.898% of spam corpus)
-# False positives: 655 0.109% (0.279% of nonspam, 30530 weighted)
-# False negatives: 88125 14.683% (24.102% of spam, 132957 weighted)
-# Average score for spam: 12.1 nonspam: 0.6
+# Correctly non-spam: 235687 39.238% (99.725% of non-spam corpus)
+# Correctly spam: 274628 45.721% (75.379% of spam corpus)
+# False positives: 649 0.108% (0.275% of nonspam, 30098 weighted)
+# False negatives: 89702 14.934% (24.621% of spam, 134118 weighted)
+# Average score for spam: 11.6 nonspam: 0.6
# Average for false-pos: 6.0 false-neg: 1.5
-# TOTAL: 600187 100.00%
+# TOTAL: 600666 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29263 99.67%
-# Correctly spam: 34538 75.79%
-# False positives: 96 0.33%
-# False negatives: 11032 24.21%
-# TCR(l=50): 2.878348 SpamRecall: 75.791% SpamPrec: 99.723%
+# Correctly non-spam: 29478 99.70%
+# Correctly spam: 34449 75.83%
+# False positives: 88 0.30%
+# False negatives: 10979 24.17%
+# TCR(l=50): 2.953898 SpamRecall: 75.832% SpamPrec: 99.745%
##### 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: 225183 96.00%
-# Correctly spam: 201518 55.12%
-# False positives: 9377 4.00%
-# False negatives: 164109 44.88%
-# TCR(l=50): 0.577647 SpamRecall: 55.116% SpamPrec: 95.554%
+# Correctly non-spam: 226889 96.00%
+# Correctly spam: 200482 55.03%
+# False positives: 9447 4.00%
+# False negatives: 163848 44.97%
+# TCR(l=50): 0.572668 SpamRecall: 55.028% SpamPrec: 95.500%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28179 95.98%
-# Correctly spam: 25039 54.95%
-# False positives: 1180 4.02%
-# False negatives: 20531 45.05%
-# TCR(l=50): 0.572984 SpamRecall: 54.946% SpamPrec: 95.499%
+# Correctly non-spam: 28422 96.13%
+# Correctly spam: 25183 55.43%
+# False positives: 1144 3.87%
+# False negatives: 20245 44.57%
+# TCR(l=50): 0.586584 SpamRecall: 55.435% SpamPrec: 95.655%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1892030&r1=1892029&r2=1892030&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Aug 6 02:46:15 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 227949 37.001% (99.467% of non-spam corpus)
-# Correctly spam: 338537 54.951% (87.501% of spam corpus)
-# False positives: 1222 0.198% (0.533% of nonspam, 139466 weighted)
-# False negatives: 48360 7.850% (12.499% of spam, 91101 weighted)
-# Average score for spam: 16.9 nonspam: -0.6
+# Correctly non-spam: 227970 37.004% (99.476% of non-spam corpus)
+# Correctly spam: 338313 54.915% (87.443% of spam corpus)
+# False positives: 1201 0.195% (0.524% of nonspam, 137601 weighted)
+# False negatives: 48583 7.886% (12.557% of spam, 90995 weighted)
+# Average score for spam: 16.8 nonspam: -0.7
# Average for false-pos: 6.8 false-neg: 1.9
-# TOTAL: 616068 100.00%
+# TOTAL: 616067 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28526 99.35%
-# Correctly spam: 42101 87.37%
-# False positives: 188 0.65%
-# False negatives: 6085 12.63%
-# TCR(l=50): 3.111786 SpamRecall: 87.372% SpamPrec: 99.555%
+# Correctly non-spam: 28525 99.34%
+# Correctly spam: 42153 87.48%
+# False positives: 189 0.66%
+# False negatives: 6033 12.52%
+# TCR(l=50): 3.112188 SpamRecall: 87.480% SpamPrec: 99.554%
##### 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: 228271 99.61%
-# Correctly spam: 263931 68.22%
+# Correctly spam: 263773 68.18%
# False positives: 900 0.39%
-# False negatives: 122966 31.78%
-# TCR(l=50): 2.303425 SpamRecall: 68.217% SpamPrec: 99.660%
+# False negatives: 123123 31.82%
+# TCR(l=50): 2.301268 SpamRecall: 68.177% SpamPrec: 99.660%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 28601 99.61%
-# Correctly spam: 32961 68.40%
+# Correctly spam: 33042 68.57%
# False positives: 113 0.39%
-# False negatives: 15225 31.60%
-# TCR(l=50): 2.308311 SpamRecall: 68.404% SpamPrec: 99.658%
+# False negatives: 15144 31.43%
+# TCR(l=50): 2.317303 SpamRecall: 68.572% SpamPrec: 99.659%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1892030&r1=1892029&r2=1892030&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Aug 6 02:46:15 2021
@@ -1,236 +1,234 @@
-# Using score set 0 logs for revision 1891974 from:
-# ham-darxus.r1891974.log ham-ena-week0.r1891974.log ham-ena-week1.r1891974.log ham-ena-week2.r1891974.log ham-ena-week3.r1891974.log ham-ena-week4.r1891974.log ham-giovanni-ham.r1891974.log ham-giovanni-spammy.r1891974.log ham-giovanni-spam.r1891974.log ham-grenier.r1891974.log ham-hege.r1891974.log ham-jhardin.r1891974.log ham-llanga.r1891974.log ham-mmiroslaw-mails-ham.r1891974.log ham-mmiroslaw-mails-spam.r1891974.log ham-pds.r1891974.log ham-spamsponge.r1891974.log ham-thendrikx.r1891974.log ham-tsz-spam-corpus.r1891974.log spam-darxus.r1891974.log spam-ena-week0.r1891974.log spam-ena-week1.r1891974.log spam-ena-week2.r1891974.log spam-ena-week3.r1891974.log spam-ena-week4.r1891974.log spam-giovanni-ham.r1891974.log spam-giovanni-spammy.r1891974.log spam-giovanni-spam.r1891974.log spam-grenier.r1891974.log spam-hege.r1891974.log spam-jhardin.r1891974.log spam-llanga.r1891974.log spam-mmiroslaw-mails-ham.r1891974.log spam-mmiroslaw-mails-spam.r1891974.log spam-pds.r1891974.log s
pam-spamsponge.r1891974.log spam-thendrikx.r1891974.log spam-tsz-spam-corpus.r1891974.log
+# Using score set 0 logs for revision 1892026 from:
+# ham-darxus.r1892026.log ham-ena-week0.r1892026.log ham-ena-week1.r1892026.log ham-ena-week2.r1892026.log ham-ena-week3.r1892026.log ham-ena-week4.r1892026.log ham-giovanni-ham.r1892026.log ham-giovanni-spammy.r1892026.log ham-giovanni-spam.r1892026.log ham-grenier.r1892026.log ham-hege.r1892026.log ham-jhardin.r1892026.log ham-llanga.r1892026.log ham-mmiroslaw-mails-ham.r1892026.log ham-mmiroslaw-mails-spam.r1892026.log ham-pds.r1892026.log ham-spamsponge.r1892026.log ham-thendrikx.r1892026.log ham-tsz-spam-corpus.r1892026.log spam-darxus.r1892026.log spam-ena-week0.r1892026.log spam-ena-week1.r1892026.log spam-ena-week2.r1892026.log spam-ena-week3.r1892026.log spam-ena-week4.r1892026.log spam-giovanni-ham.r1892026.log spam-giovanni-spammy.r1892026.log spam-giovanni-spam.r1892026.log spam-grenier.r1892026.log spam-hege.r1892026.log spam-jhardin.r1892026.log spam-llanga.r1892026.log spam-mmiroslaw-mails-ham.r1892026.log spam-mmiroslaw-mails-spam.r1892026.log spam-pds.r1892026.log s
pam-spamsponge.r1892026.log spam-thendrikx.r1892026.log spam-tsz-spam-corpus.r1892026.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.790
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.899
-score ADMITS_SPAM 3.600
-score ADVANCE_FEE_2_NEW_FORM 1.999
+score AC_HTML_NONSENSE_TAGS 1.901
+score ADMITS_SPAM 3.599
+score ADVANCE_FEE_2_NEW_FORM 0.750
score ADVANCE_FEE_2_NEW_FRM_MNY 2.499
-score ADVANCE_FEE_2_NEW_MONEY 0.768
+score ADVANCE_FEE_2_NEW_MONEY 1.108
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 2.154
-score ADVANCE_FEE_3_NEW_MONEY 2.700
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.869
+score ADVANCE_FEE_3_NEW_MONEY 3.099
score ADVANCE_FEE_4_NEW 2.599
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.023
-score ADVANCE_FEE_5_NEW 2.500
+score ADVANCE_FEE_4_NEW_MONEY 0.496
+score ADVANCE_FEE_5_NEW 2.602
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 0.825
-score AD_PREFS 0.188
+score ADVANCE_FEE_5_NEW_MONEY 0.228
+score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.749
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.660
-score BEBEE_IMG_NOT_RCVD_BB 2.000
-score BIGNUM_EMAILS_FREEM 3.000
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.436
+score BEBEE_IMG_NOT_RCVD_BB 1.999
+score BIGNUM_EMAILS_FREEM 2.999
score BIGNUM_EMAILS_MANY 2.999
score BITCOIN_MALF_HTML 3.499
-score BITCOIN_ONAN 2.995
+score BITCOIN_ONAN 2.142
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 3.499
-score BITCOIN_XPRIO 1.901
+score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.671
-score BULK_RE_SUSP_NTLD 1.000
-score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML 2.499
+score BOGUS_MSM_HDRS 2.727
+score BULK_RE_SUSP_NTLD 0.999
+score CK_HELO_GENERIC 0.250
+score CONTENT_AFTER_HTML 2.500
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.538
+score DEAR_BENEFICIARY 0.537
score DETAILS_OF_PRODUCT 1.250
-score DX_TEXT_03 0.699
-score EBAY_IMG_NOT_RCVD_EBAY 1.704
+score DX_TEXT_03 0.799
+score EBAY_IMG_NOT_RCVD_EBAY 1.875
score ENCRYPTED_MESSAGE -0.999
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
score FAKE_REPLY_A1 3.999
-score FAKE_REPLY_B 3.999
-score FILL_THIS_FORM 1.197
-score FONT_INVIS_DIRECT 2.399
+score FAKE_REPLY_B 3.899
+score FILL_THIS_FORM 1.198
+score FONT_INVIS_DIRECT 2.476
score FONT_INVIS_HTML_NOHTML 2.999
score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 2.230
-score FORM_FRAUD_5 1.734
+score FONT_INVIS_MSGID 2.421
+score FONT_INVIS_NORDNS 2.482
+score FORM_FRAUD_5 1.245
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 3.099
-score FROM_2_EMAILS_SHORT 2.726
+score FROM_2_EMAILS_SHORT 1.001
score FROM_ADDR_WS 2.999
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 1.354
-score FROM_MISSP_EH_MATCH 1.999
+score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 3.499
-score FROM_MISSP_MSFT 1.857
-score FROM_MISSP_PHISH 2.576
-score FROM_MISSP_USER 1.233
-score FROM_MULTI_NORDNS 0.354
-score FROM_NAME_EQ_TO_G_DRIVE 0.630
-score FROM_NTLD_REPLY_FREEMAIL 1.494
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_CTYPE_WIN1251 3.377
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_PHISH 2.578
+score FROM_MISSP_USER 0.001
+score FROM_MULTI_NORDNS 0.765
+score FROM_NAME_EQ_TO_G_DRIVE 1.320
+score FROM_NTLD_REPLY_FREEMAIL 1.459
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_HELO_FAKE 3.099
-score FSL_NEW_HELO_USER 1.999
-score FUZZY_AMAZON 2.299
-score FUZZY_CLICK_HERE 1.788
-score GB_FAKE_RF_SHORT 0.305
+score FSL_NEW_HELO_USER 0.001
+score FUZZY_AMAZON 2.399
+score FUZZY_CLICK_HERE 1.787
+score GB_FAKE_RF_SHORT 1.883
score GB_FREEMAIL_DISPTO 0.499
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GOOGLE_DOC_SUSP 2.499
-score GOOG_REDIR_NORDNS 2.599
-score GOOG_STO_EMAIL_PHISH 2.395
-score GOOG_STO_HTML_PHISH 2.740
-score GOOG_STO_HTML_PHISH_MANY 2.716
+score GB_GOOGLE_OBFUR 0.749
+score GOOGLE_DOC_SUSP 2.497
+score GOOG_REDIR_NORDNS 2.604
+score GOOG_STO_EMAIL_PHISH 2.871
+score GOOG_STO_HTML_PHISH 2.751
+score GOOG_STO_HTML_PHISH_MANY 2.943
score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_NOIMG_HTML 3.000
+score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 1.999
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.247
-score HDR_ORDER_FTSDMCXX_DIRECT 1.079
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HDRS_MISSP 1.564
+score HDR_ORDER_FTSDMCXX_DIRECT 0.410
+score HDR_ORDER_FTSDMCXX_NORDNS 0.640
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.001
+score HK_LOTTO 0.001 # force non-zero
score HK_NAME_FM_MR_MRS 1.499
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.339
-score HOSTED_IMG_DIRECT_MX 2.974
+score HK_SCAM 1.246
+score HOSTED_IMG_DIRECT_MX 2.978
score HOSTED_IMG_FREEM 3.499
-score HOSTED_IMG_MULTI 2.409
+score HOSTED_IMG_MULTI 2.999
score HOSTED_IMG_MULTI_PUB_01 2.999
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.499
score HTML_OFF_PAGE 2.999
-score HTML_TAG_BALANCE_CENTER 1.953
-score HTML_TEXT_INVISIBLE_STYLE 2.231
-score IMG_ONLY_FM_DOM_INFO 1.117
+score HTML_TAG_BALANCE_CENTER 2.359
+score HTML_TEXT_INVISIBLE_STYLE 1.825
+score IMG_ONLY_FM_DOM_INFO 1.127
score JH_SPAMMY_HEADERS 3.499
-score LINKEDIN_IMG_NOT_RCVD_LNKN 2.500
+score LINKEDIN_IMG_NOT_RCVD_LNKN 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.399
+score LONG_IMG_URI 0.886
+score LONG_INVISIBLE_TEXT 1.884
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.999
-score MALWARE_NORDNS 2.103
+score MALWARE_NORDNS 2.102
score MANY_SPAN_IN_TEXT 2.499
score MILLION_HUNDRED 3.199
-score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.519
-score MIXED_AREA_CASE 0.261
+score MILLION_USD 1.021
+score MIMEOLE_DIRECT_TO_MX 1.508
+score MIXED_AREA_CASE 1.627
score MIXED_CENTER_CASE 2.499
score MIXED_ES 3.599
-score MIXED_FONT_CASE 1.384
-score MIXED_HREF_CASE 0.206
-score MIXED_IMG_CASE 0.505
-score MONEY_12LTRDOM 0.100
-score MONEY_ATM_CARD 0.927
-score MONEY_FORM 0.001 # force non-zero
+score MIXED_FONT_CASE 0.927
+score MIXED_HREF_CASE 0.001
+score MIXED_IMG_CASE 0.736
+score MONEY_ATM_CARD 1.898
+score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.976
-score MONEY_FRAUD_5 0.465
+score MONEY_FRAUD_3 0.001
+score MONEY_FRAUD_5 0.155
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 3.000
+score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.788
-score MONEY_NOHTML 1.824
-score MSMAIL_PRI_ABNORMAL 1.192
-score NAME_EMAIL_DIFF 1.771
+score MONEY_FROM_MISSP 1.999
+score MONEY_NOHTML 1.497
+score MSMAIL_PRI_ABNORMAL 0.630
+score NAME_EMAIL_DIFF 1.728
score NA_DOLLARS 0.001
score NEW_PRODUCTS 1.249
-score NICE_REPLY_A -0.245
+score NICE_REPLY_A -0.243
score NOT_SPAM 3.199
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.724
-score NSL_RCVD_HELO_USER 1.818
-score NUMBEREND_LINKBAIT 0.198
+score NO_FM_NAME_IP_HOSTN 0.044
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 1.860
+score NUMBEREND_LINKBAIT 0.999
score OBFU_TEXT_ATTACH 0.001
score ODD_FREEM_REPTO 2.999
-score OFFER_ONLY_AMERICA 1.216
-score ONLINE_MKTG_CNSLT 2.499
-score ORDER_TODAY 2.499
+score OFFER_ONLY_AMERICA 0.600
+score ORDER_TODAY 1.560
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 1.423
+score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS_SHRTNER 1.346
-score PDS_FROM_NAME_TO_DOMAIN 1.999
+score PDS_FROM_2_EMAILS_SHRTNER 0.648
+score PDS_FROM_NAME_TO_DOMAIN 2.000
score PDS_HP_HELO_NORDNS 0.999
-score PDS_OTHER_BAD_TLD 2.000
+score PDS_OTHER_BAD_TLD 1.999
score PDS_PHP_EVAL 1.499
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORTFWD_URISHRT_FP 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 1.034
+score PDS_SHORT_BOGUS_MSM_HDRS 0.433
score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TO_EQ_FROM_NAME 3.199
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.400
+score PDS_TO_EQ_FROM_NAME 3.089
score PHP_ORIG_SCRIPT 1.501
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RAND_HEADER_LIST_SPOOF 3.000
+score RAND_HEADER_LIST_SPOOF 2.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.601
-score RDNS_NUM_TLD_XM 2.471
-score READY_TO_SHIP 1.250
-score REPTO_419_FRAUD 2.645
-score REPTO_419_FRAUD_GM 3.000
+score RATWARE_NO_RDNS 2.410
+score RDNS_NUM_TLD_XM 0.771
+score READY_TO_SHIP 1.249
+score REPTO_419_FRAUD 2.967
+score REPTO_419_FRAUD_GM 2.999
score REPTO_419_FRAUD_GM_LOOSE 0.999
-score RISK_FREE 3.100
-score SCC_NEWBIE_HASBEENS 0.683
-score SCRIPT_GIBBERISH 2.899
-score SENDGRID_REDIR 1.499
+score RISK_FREE 3.099
+score SCC_NEWBIE_HASBEENS 1.610
+score SCRIPT_GIBBERISH 2.799
+score SENDGRID_REDIR 1.500
score SEO_SUSP_NTLD 1.199
-score SERGIO_SUBJECT_VIAGRA01 3.418
+score SERGIO_SUBJECT_VIAGRA01 3.045
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.919
-score SHORT_SHORTNER 1.999
-score STATIC_XPRIO_OLE 0.878
+score SHORTENER_SHORT_IMG 1.486
+score SHORT_SHORTNER 2.000
+score STATIC_XPRIO_OLE 0.845
score TAGSTAT_IMG_NOT_RCVD_TGST 1.999
score TARINGANET_IMG_NOT_RCVD_TN 1.999
-score THIS_AD 1.099
-score THIS_IS_ADV_SUSP_NTLD 1.443
+score THIS_AD 1.100
+score THIS_IS_ADV_SUSP_NTLD 1.053
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_IN_SUBJ 0.100
-score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_IN_SUBJ 0.099
+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 1.999
score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
score TVD_PH_BODY_META 3.099
-score TVD_RCVD_SPACE_BRACKET 1.793
-score UNDISC_FREEM 2.999
+score TVD_RCVD_SPACE_BRACKET 2.799
+score UNDISC_FREEM 3.099
score UNDISC_MONEY 3.499
-score URI_DEOBFU_INSTR 4.300
-score URI_DOTEDU 0.769
+score URI_DEOBFU_INSTR 4.299
+score URI_DOTEDU 0.294
score URI_FIREBASEAPP 3.000
-score URI_GOOGLE_PROXY 2.999
+score URI_GOOGLE_PROXY 2.899
score URI_GOOG_STO_SPAMMY 2.999
score URI_LONG_REPEAT 2.499
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_WPADMIN 2.599
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.999
-score WALMART_IMG_NOT_RCVD_WAL 0.655
+score VFY_ACCT_NORDNS 2.612
+score WALMART_IMG_NOT_RCVD_WAL 2.155
score WANT_TO_ORDER 2.749
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 2.500
+score XM_DIGITS_ONLY 0.683
+score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO_URL_SHORTNER 1.000
-score YOUR_DELIVERY_ADDRESS 0.034
+score XPRIO_URL_SHORTNER 0.999
+score YOUR_DELIVERY_ADDRESS 0.035
score YOU_INHERIT 2.699
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -280,11 +278,11 @@ score FORM_FRAUD 1.0
score FORM_LOW_CONTRAST 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 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
score GB_FORGED_MUA_POSTFIX 1.000
-score GB_GOOGLE_OBFUR 0.750
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
@@ -309,6 +307,7 @@ score LOTTO_AGENT 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
@@ -318,9 +317,8 @@ score MSGID_DOLLARS_URI_IMG 1.0
score MSGID_HDR_MALF 1.000
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
+score NORDNS_LOW_CONTRAST 1.000
score OBFU_BITCOIN 1.000
-score PDS_BTC_NTLD 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
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1892030&r1=1892029&r2=1892030&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Aug 6 02:46:15 2021
@@ -4,106 +4,107 @@
score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.492
-score AC_HTML_NONSENSE_TAGS 0.198
-score ADMITS_SPAM 3.397
-score ADVANCE_FEE_2_NEW_FORM 0.705
+score AC_FROM_MANY_DOTS 1.849
+score AC_HTML_NONSENSE_TAGS 0.716
+score ADMITS_SPAM 3.396
+score ADVANCE_FEE_2_NEW_FORM 0.940
score ADVANCE_FEE_2_NEW_FRM_MNY 2.497
-score ADVANCE_FEE_2_NEW_MONEY 0.006
-score ADVANCE_FEE_3_NEW 2.859
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.466
-score ADVANCE_FEE_3_NEW_MONEY 1.466
+score ADVANCE_FEE_2_NEW_MONEY 0.856
+score ADVANCE_FEE_3_NEW 3.496
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.773
+score ADVANCE_FEE_3_NEW_MONEY 1.380
score ADVANCE_FEE_4_NEW 2.397
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 2.497
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.990
-score AD_PREFS 0.498
+score ADVANCE_FEE_5_NEW_MONEY 1.034
+score AD_PREFS 0.339
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 0.861
+score APP_DEVELOPMENT_NORDNS 0.900
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.666
-score BEBEE_IMG_NOT_RCVD_BB 1.350
-score BIGNUM_EMAILS_FREEM 2.800
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.846
+score BEBEE_IMG_NOT_RCVD_BB 1.049
+score BIGNUM_EMAILS_FREEM 2.446
score BIGNUM_EMAILS_MANY 2.996
score BITCOIN_MALF_HTML 3.497
score BITCOIN_MALWARE 0.001
score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 1.703
+score BITCOIN_SPAM_02 1.784
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_05 0.001
+score BITCOIN_SPAM_05 0.001 # force non-zero
score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 0.001
+score BITCOIN_XPRIO 0.001 # force non-zero
score BITCOIN_YOUR_INFO 2.996
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.072
-score BOGUS_MSM_HDRS 0.338
-score CK_HELO_GENERIC 0.248
-score CONTENT_AFTER_HTML 2.498
+score BOGUS_MIME_VERSION 2.835
+score BOGUS_MSM_HDRS 1.284
+score CK_HELO_GENERIC 0.249
+score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.144
+score DEAR_BENEFICIARY 0.287
score DETAILS_OF_PRODUCT 1.248
-score DKIMWL_BL 2.312
+score DKIMWL_BL 2.311
score DKIMWL_WL_HIGH -0.700
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 0.598
-score EBAY_IMG_NOT_RCVD_EBAY 2.111
+score EBAY_IMG_NOT_RCVD_EBAY 0.732
score ENCRYPTED_MESSAGE -0.998
score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FAKE_REPLY_A1 0.284
-score FAKE_REPLY_B 2.439
+score FAKE_REPLY_A1 0.415
+score FAKE_REPLY_B 3.695
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_LONG_LINE 2.560
-score FONT_INVIS_MSGID 1.486
-score FONT_INVIS_NORDNS 1.889
-score FORGED_SPF_HELO 1.372
+score FONT_INVIS_LONG_LINE 2.559
+score FONT_INVIS_MSGID 1.495
+score FONT_INVIS_NORDNS 2.497
+score FORGED_SPF_HELO 1.498
score FORM_FRAUD 0.998
-score FORM_FRAUD_3 2.313
+score FORM_FRAUD_3 1.554
score FORM_FRAUD_5 0.001
-score FOUND_YOU 2.253
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 1.735
+score FOUND_YOU 2.980
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 1.586
score FROM_2_EMAILS_SHORT 2.996
score FROM_ADDR_WS 2.996
score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.554
-score FROM_GOV_SPOOF 0.999
+score FROM_GOV_DKIM_AU -0.560
+score FROM_GOV_SPOOF 0.998
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.097
+score FROM_MISSP_DYNIP 1.579
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 3.126
-score FROM_MISSP_PHISH 3.496
+score FROM_MISSP_MSFT 3.121
+score FROM_MISSP_PHISH 1.580
+score FROM_MISSP_REPLYTO 0.491
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.283
-score FROM_NAME_EQ_TO_G_DRIVE 1.493
-score FROM_NTLD_REPLY_FREEMAIL 0.113
+score FROM_MULTI_NORDNS 1.024
+score FROM_NAME_EQ_TO_G_DRIVE 0.750
+score FROM_NTLD_REPLY_FREEMAIL 1.672
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.927
-score FSL_BULK_SIG 2.494
+score FROM_SUSPICIOUS_NTLD_FP 0.919
+score FSL_BULK_SIG 2.498
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 2.896
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.097
-score FUZZY_CLICK_HERE 2.170
+score FUZZY_AMAZON 2.197
+score FUZZY_CLICK_HERE 2.896
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
-score GOOGLE_DOC_SUSP 0.001 # force non-zero
+score GOOGLE_DOC_SUSP 0.001
score GOOG_REDIR_NORDNS 3.096
-score GOOG_STO_EMAIL_PHISH 2.358
-score GOOG_STO_HTML_PHISH 2.255
-score GOOG_STO_HTML_PHISH_MANY 1.001
+score GOOG_STO_EMAIL_PHISH 2.409
+score GOOG_STO_HTML_PHISH 2.425
+score GOOG_STO_HTML_PHISH_MANY 3.138
score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_NOIMG_HTML 2.997
-score HAS_X_OUTGOING_SPAM_STAT 1.791
+score GOOG_STO_NOIMG_HTML 2.996
+score HAS_X_OUTGOING_SPAM_STAT 1.789
score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
@@ -116,150 +117,147 @@ score HK_NAME_MR_MRS 0.9
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.130
-score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 2.121
+score HK_SCAM 0.099
+score HOSTED_IMG_DIRECT_MX 1.799
score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI 1.750
+score HOSTED_IMG_MULTI 0.551
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 2.492
-score HTML_FONT_TINY_NORDNS 1.498
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 0.061
-score HTML_TAG_BALANCE_CENTER 1.833
-score HTML_TEXT_INVISIBLE_FONT 0.401
-score HTML_TEXT_INVISIBLE_STYLE 2.784
-score IMG_ONLY_FM_DOM_INFO 0.589
+score HTML_ENTITY_ASCII 2.047
+score HTML_OFF_PAGE 2.068
+score HTML_SINGLET_MANY 0.066
+score HTML_TAG_BALANCE_CENTER 1.831
+score HTML_TEXT_INVISIBLE_FONT 0.720
+score HTML_TEXT_INVISIBLE_STYLE 2.800
+score IMG_ONLY_FM_DOM_INFO 0.593
score JH_SPAMMY_HEADERS 3.496
score KHOP_HELO_FCRDNS 0.399
-score LINKEDIN_IMG_NOT_RCVD_LNKN 2.497
-score LONG_HEX_URI 0.949
+score LINKEDIN_IMG_NOT_RCVD_LNKN 2.436
+score LONG_HEX_URI 0.953
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.686
+score LONG_INVISIBLE_TEXT 1.684
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 0.001
score MALWARE_NORDNS 0.001
score MANY_SPAN_IN_TEXT 2.297
-score MILLION_HUNDRED 1.919
+score MILLION_HUNDRED 2.388
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.168
-score MIXED_CENTER_CASE 0.210
-score MIXED_ES 2.493
-score MIXED_FONT_CASE 0.817
-score MIXED_HREF_CASE 1.248
-score MIXED_IMG_CASE 2.365
-score MONEY_12LTRDOM 0.098
+score MIXED_AREA_CASE 0.416
+score MIXED_CENTER_CASE 1.687
+score MIXED_ES 2.458
+score MIXED_FONT_CASE 2.028
+score MIXED_HREF_CASE 1.455
+score MIXED_IMG_CASE 0.371
score MONEY_ATM_CARD 2.596
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.497
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.268
-score MONEY_FREEMAIL_REPTO 2.413
-score MONEY_FROM_41 1.997
+score MONEY_FRAUD_8 0.222
+score MONEY_FREEMAIL_REPTO 2.373
+score MONEY_FROM_41 1.998
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 0.985
-score MSMAIL_PRI_ABNORMAL 0.250
-score NAME_EMAIL_DIFF 0.001
-score NA_DOLLARS 0.781
+score MONEY_NOHTML 1.025
+score MSMAIL_PRI_ABNORMAL 0.919
+score NAME_EMAIL_DIFF 0.265
+score NA_DOLLARS 0.636
score NEW_PRODUCTS 1.248
-score NICE_REPLY_A -0.007
+score NICE_REPLY_A -2.619
score NOT_SPAM 2.996
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.183
+score NUMBEREND_LINKBAIT 0.878
score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.084
+score ODD_FREEM_REPTO 1.745
score ONLINE_MKTG_CNSLT 2.297
-score ORDER_TODAY 0.157
-score PDS_BTC_ID 0.191
+score ORDER_TODAY 1.509
+score PDS_BTC_ID 0.207
score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_TNB_RUNON 0.763
+score PDS_DBL_URL_TNB_RUNON 0.617
score PDS_FRNOM_TODOM_DBL_URL 1.498
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.708
-score PDS_FROM_2_EMAILS_SHRTNER 1.499
+score PDS_FROM_2_EMAILS_SHRTNER 1.341
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.823
+score PDS_HP_HELO_NORDNS 0.998
score PDS_OTHER_BAD_TLD 1.997
score PDS_PHP_EVAL 1.498
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP 1.432
-score PDS_SHORT_BOGUS_MSM_HDRS 0.885
+score PDS_SHORTFWD_URISHRT_FP 1.498
+score PDS_SHORT_BOGUS_MSM_HDRS 1.792
score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.151
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.152
score PDS_TO_EQ_FROM_NAME 3.096
score PHP_ORIG_SCRIPT 0.001
score PHP_ORIG_SCRIPT_EVAL 2.996
-score PHP_SCRIPT 0.599
+score PHP_SCRIPT 0.627
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_HEADER_LIST_SPOOF 2.996
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.743
+score RAND_MKTG_HEADER 1.998
+score RATWARE_NO_RDNS 1.276
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.756
+score RDNS_NUM_TLD_XM 0.650
score READY_TO_SHIP 1.248
-score REPTO_419_FRAUD 1.764
-score REPTO_419_FRAUD_GM 2.720
+score REPTO_419_FRAUD 2.901
+score REPTO_419_FRAUD_GM 2.470
score REPTO_419_FRAUD_GM_LOOSE 0.998
-score RISK_FREE 2.796
-score SCC_NEWBIE_HASBEENS 1.817
+score RISK_FREE 2.896
+score SCC_NEWBIE_HASBEENS 1.481
score SENDGRID_REDIR 1.310
score SERGIO_SUBJECT_VIAGRA01 4.095
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.816
-score SHORT_SHORTNER 1.740
+score SHORTENER_SHORT_IMG 0.990
+score SHORT_SHORTNER 1.539
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.447
+score SPOOFED_FREEMAIL 1.288
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.611
-score SPOOFED_FREEM_REPTO_CHN 0.410
-score SPOOF_GMAIL_MID 0.874
-score STATIC_XPRIO_OLE 0.203
+score SPOOFED_FREEM_REPTO 0.513
+score SPOOFED_FREEM_REPTO_CHN 0.237
+score SPOOF_GMAIL_MID 1.034
+score STATIC_XPRIO_OLE 0.206
score TAGSTAT_IMG_NOT_RCVD_TGST 1.997
-score TARINGANET_IMG_NOT_RCVD_TN 1.176
-score THIS_AD 0.899
+score TARINGANET_IMG_NOT_RCVD_TN 0.809
+score THIS_AD 0.898
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
-score TO_EQ_FM_DIRECT_MX 0.001 # force non-zero
-score TO_EQ_FM_DOM_SPF_FAIL 0.039
+score TO_EQ_FM_DIRECT_MX 0.001
+score TO_EQ_FM_DOM_HTML_ONLY 0.891
+score TO_EQ_FM_DOM_SPF_FAIL 0.036
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.099
-score TO_NO_BRKTS_FROM_MSSP 2.003
+score TO_NO_BRKTS_FROM_MSSP 2.391
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_NORDNS_HTML 1.204
score TO_NO_BRKTS_PCNT 2.497
-score TRANSFORM_LIFE 1.988
-score TVD_PH_BODY_META 2.796
-score TVD_RCVD_SPACE_BRACKET 0.430
+score TRANSFORM_LIFE 1.961
+score TVD_PH_BODY_META 2.896
+score TVD_RCVD_SPACE_BRACKET 0.768
score UNDISC_FREEM 2.796
-score UNDISC_MONEY 3.087
+score UNDISC_MONEY 2.619
score URI_DEOBFU_INSTR 4.295
score URI_DOTEDU 1.997
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 2.696
score URI_GOOG_STO_SPAMMY 2.996
-score URI_LONG_REPEAT 2.184
+score URI_LONG_REPEAT 2.244
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.568
-score URI_PHP_REDIR 3.177
+score URI_PHISH 3.512
+score URI_PHP_REDIR 3.180
score URI_TRY_3LD 1.997
score URI_WPADMIN 2.297
-score URI_WP_HACKED 2.497
+score URI_WP_HACKED 2.325
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.999
-score WALMART_IMG_NOT_RCVD_WAL 2.336
+score VFY_ACCT_NORDNS 2.716
+score WALMART_IMG_NOT_RCVD_WAL 2.132
score WANT_TO_ORDER 2.746
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.161
+score XFER_LOTSA_MONEY 0.001
score XM_DIGITS_ONLY 0.001
-score XM_RANDOM 0.381
-score XM_RECPTID 2.989
-score XPRIO_URL_SHORTNER 0.999
-score YOUR_DELIVERY_ADDRESS 0.054
-score YOU_INHERIT 1.854
+score XM_RANDOM 0.428
+score XM_RECPTID 2.987
+score XPRIO_URL_SHORTNER 0.219
+score YOUR_DELIVERY_ADDRESS 0.101
+score YOU_INHERIT 1.619
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1892030&r1=1892029&r2=1892030&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Aug 6 02:46:15 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 233905 38.972% (99.721% of non-spam corpus)
-# Correctly spam: 277502 46.236% (75.898% of spam corpus)
-# False positives: 655 0.109% (0.279% of nonspam, 30530 weighted)
-# False negatives: 88125 14.683% (24.102% of spam, 132957 weighted)
-# Average score for spam: 12.1 nonspam: 0.6
+# Correctly non-spam: 235687 39.238% (99.725% of non-spam corpus)
+# Correctly spam: 274628 45.721% (75.379% of spam corpus)
+# False positives: 649 0.108% (0.275% of nonspam, 30098 weighted)
+# False negatives: 89702 14.934% (24.621% of spam, 134118 weighted)
+# Average score for spam: 11.6 nonspam: 0.6
# Average for false-pos: 6.0 false-neg: 1.5
-# TOTAL: 600187 100.00%
+# TOTAL: 600666 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 29263 99.67%
-# Correctly spam: 34538 75.79%
-# False positives: 96 0.33%
-# False negatives: 11032 24.21%
-# TCR(l=50): 2.878348 SpamRecall: 75.791% SpamPrec: 99.723%
+# Correctly non-spam: 29478 99.70%
+# Correctly spam: 34449 75.83%
+# False positives: 88 0.30%
+# False negatives: 10979 24.17%
+# TCR(l=50): 2.953898 SpamRecall: 75.832% SpamPrec: 99.745%
##### 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: 225183 96.00%
-# Correctly spam: 201518 55.12%
-# False positives: 9377 4.00%
-# False negatives: 164109 44.88%
-# TCR(l=50): 0.577647 SpamRecall: 55.116% SpamPrec: 95.554%
+# Correctly non-spam: 226889 96.00%
+# Correctly spam: 200482 55.03%
+# False positives: 9447 4.00%
+# False negatives: 163848 44.97%
+# TCR(l=50): 0.572668 SpamRecall: 55.028% SpamPrec: 95.500%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28179 95.98%
-# Correctly spam: 25039 54.95%
-# False positives: 1180 4.02%
-# False negatives: 20531 45.05%
-# TCR(l=50): 0.572984 SpamRecall: 54.946% SpamPrec: 95.499%
+# Correctly non-spam: 28422 96.13%
+# Correctly spam: 25183 55.43%
+# False positives: 1144 3.87%
+# False negatives: 20245 44.57%
+# TCR(l=50): 0.586584 SpamRecall: 55.435% SpamPrec: 95.655%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1892030&r1=1892029&r2=1892030&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Aug 6 02:46:15 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 227949 37.001% (99.467% of non-spam corpus)
-# Correctly spam: 338537 54.951% (87.501% of spam corpus)
-# False positives: 1222 0.198% (0.533% of nonspam, 139466 weighted)
-# False negatives: 48360 7.850% (12.499% of spam, 91101 weighted)
-# Average score for spam: 16.9 nonspam: -0.6
+# Correctly non-spam: 227970 37.004% (99.476% of non-spam corpus)
+# Correctly spam: 338313 54.915% (87.443% of spam corpus)
+# False positives: 1201 0.195% (0.524% of nonspam, 137601 weighted)
+# False negatives: 48583 7.886% (12.557% of spam, 90995 weighted)
+# Average score for spam: 16.8 nonspam: -0.7
# Average for false-pos: 6.8 false-neg: 1.9
-# TOTAL: 616068 100.00%
+# TOTAL: 616067 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28526 99.35%
-# Correctly spam: 42101 87.37%
-# False positives: 188 0.65%
-# False negatives: 6085 12.63%
-# TCR(l=50): 3.111786 SpamRecall: 87.372% SpamPrec: 99.555%
+# Correctly non-spam: 28525 99.34%
+# Correctly spam: 42153 87.48%
+# False positives: 189 0.66%
+# False negatives: 6033 12.52%
+# TCR(l=50): 3.112188 SpamRecall: 87.480% SpamPrec: 99.554%
##### 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: 228271 99.61%
-# Correctly spam: 263931 68.22%
+# Correctly spam: 263773 68.18%
# False positives: 900 0.39%
-# False negatives: 122966 31.78%
-# TCR(l=50): 2.303425 SpamRecall: 68.217% SpamPrec: 99.660%
+# False negatives: 123123 31.82%
+# TCR(l=50): 2.301268 SpamRecall: 68.177% SpamPrec: 99.660%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 28601 99.61%
-# Correctly spam: 32961 68.40%
+# Correctly spam: 33042 68.57%
# False positives: 113 0.39%
-# False negatives: 15225 31.60%
-# TCR(l=50): 2.308311 SpamRecall: 68.404% SpamPrec: 99.658%
+# False negatives: 15144 31.43%
+# TCR(l=50): 2.317303 SpamRecall: 68.572% SpamPrec: 99.659%