Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1901377&r1=1901376&r2=1901377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun May 29 02:50:39 2022
@@ -2,129 +2,128 @@
# ham-darxus.r1901314.log ham-ena-week0.r1901314.log ham-ena-week1.r1901314.log ham-ena-week2.r1901314.log ham-ena-week3.r1901314.log ham-ena-week4.r1901314.log ham-giovanni-ham.r1901314.log ham-giovanni-spammy.r1901314.log ham-giovanni-spam.r1901314.log ham-grenier.r1901314.log ham-hege.r1901314.log ham-jhardin.r1901314.log ham-llanga.r1901314.log ham-mmiroslaw-mails-ham.r1901314.log ham-mmiroslaw-mails-spam.r1901314.log ham-spamsponge.r1901314.log ham-thendrikx.r1901314.log ham-tsz-spam-corpus.r1901314.log spam-darxus.r1901314.log spam-ena-week0.r1901314.log spam-ena-week1.r1901314.log spam-ena-week2.r1901314.log spam-ena-week3.r1901314.log spam-ena-week4.r1901314.log spam-giovanni-ham.r1901314.log spam-giovanni-spammy.r1901314.log spam-giovanni-spam.r1901314.log spam-grenier.r1901314.log spam-hege.r1901314.log spam-jhardin.r1901314.log spam-llanga.r1901314.log spam-mmiroslaw-mails-ham.r1901314.log spam-mmiroslaw-mails-spam.r1901314.log spam-spamsponge.r1901314.log spam-thendrikx.
r1901314.log spam-tsz-spam-corpus.r1901314.log
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 3.000
+score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 3.100
-score ADVANCE_FEE_2_NEW_MONEY 2.000
+score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.506
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.147
score ADVANCE_FEE_3_NEW_MONEY 2.699
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.312
-score ADVANCE_FEE_5_NEW 2.399
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.499
+score ADVANCE_FEE_4_NEW_MONEY 1.812
+score ADVANCE_FEE_5_NEW 2.299
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.513
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.500
+score AD_PREFS 0.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 1.202
+score BIGNUM_EMAILS_FREEM 1.465
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 4.500
+score BITCOIN_EXTORT_01 4.501
score BITCOIN_ONAN 2.999
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_09 1.251
-score BITCOIN_XPRIO 2.498
+score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_09 1.253
+score BITCOIN_XPRIO 2.289
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 1.949
-score CONTENT_AFTER_HTML 2.500
+score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.205
+score DEAR_BENEFICIARY 0.060
score DX_TEXT_03 1.399
score ENCRYPTED_MESSAGE -0.999
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FACEBOOK_IMG_NOT_RCVD_FB 2.000
score FILL_THIS_FORM 1.099
-score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_MSGID 0.592
-score FONT_INVIS_POSTEXTRAS 1.652
+score FONT_INVIS_DIRECT 0.001 # force non-zero
+score FONT_INVIS_MSGID 0.588
+score FONT_INVIS_POSTEXTRAS 1.653
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_2_EMAILS_SHORT 0.839
+score FROM_2_EMAILS_SHORT 1.624
score FROM_ADDR_WS 2.999
-score FROM_MISSPACED 0.348
-score FROM_MISSP_DYNIP 1.581
-score FROM_MISSP_EH_MATCH 1.959
+score FROM_MISSPACED 0.702
+score FROM_MISSP_DYNIP 1.915
+score FROM_MISSP_EH_MATCH 1.972
score FROM_MISSP_FREEMAIL 3.399
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_TO_UNDISC 2.299
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_TO_UNDISC 2.399
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001 # force non-zero
-score FROM_MULTI_NORDNS 0.339
-score FROM_NTLD_REPLY_FREEMAIL 1.528
+score FROM_MISSP_XPRIO 0.001
+score FROM_MULTI_NORDNS 0.130
+score FROM_NTLD_REPLY_FREEMAIL 1.139
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.200
score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.500
-score GB_PAYPAL_IMG_NOT_RCVD_PAYP 2.499
+score GB_FREEMAIL_DISPTO 0.499
score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_MALWARE_DNLD 3.253
-score GOOG_REDIR_NORDNS 2.600
+score GOOG_MALWARE_DNLD 4.557
+score GOOG_REDIR_NORDNS 2.603
score GOOG_STO_EMAIL_PHISH 2.999
score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 1.999
-score HDRS_LCASE_IMGONLY 0.001
-score HDRS_MISSP 1.688
-score HDR_ORDER_FTSDMCXX_DIRECT 0.913
+score HDRS_LCASE_IMGONLY 0.001 # force non-zero
+score HDRS_MISSP 1.689
+score HDR_ORDER_FTSDMCXX_DIRECT 0.655
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 1.000
+score HK_NAME_MR_MRS 1.000
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 0.610
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 2.597
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 0.429
+score HK_WIN 0.860
+score HOSTED_IMG_DIRECT_MX 2.600
score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI_PUB_01 2.999
+score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
-score HTML_OFF_PAGE 3.000
-score HTML_TAG_BALANCE_CENTER 2.200
-score HTML_TEXT_INVISIBLE_STYLE 1.984
+score HTML_OFF_PAGE 2.999
+score HTML_TAG_BALANCE_CENTER 2.198
+score HTML_TEXT_INVISIBLE_STYLE 1.987
score JH_SPAMMY_HEADERS 3.499
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 3.000
+score LONG_HEX_URI 2.999
score LONG_IMG_URI 1.690
-score LONG_INVISIBLE_TEXT 0.537
+score LONG_INVISIBLE_TEXT 0.542
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
score MALWARE_NORDNS 2.102
-score MALWARE_PASSWORD 1.423
-score MALW_ATTACH 2.299
+score MALWARE_PASSWORD 0.528
+score MALW_ATTACH 2.300
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.807
-score MIMEOLE_DIRECT_TO_MX 1.088
+score MILLION_USD 1.801
+score MIMEOLE_DIRECT_TO_MX 1.554
score MIME_NO_TEXT 1.999
-score MIXED_ES 3.100
-score MONEY_ATM_CARD 0.001 # force non-zero
+score MIXED_ES 3.099
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.516
-score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.999
+score MONEY_FRAUD_5 0.115
+score MONEY_FRAUD_8 0.001 # force non-zero
+score MONEY_FREEMAIL_REPTO 3.000
score MONEY_FROM_41 2.000
score MONEY_FROM_MISSP 0.001
score MSGID_HDR_MALF 3.499
-score MSMAIL_PRI_ABNORMAL 0.001 # force non-zero
-score NAME_EMAIL_DIFF 2.941
-score NA_DOLLARS 0.251
-score NICE_REPLY_A -4.199
+score MSMAIL_PRI_ABNORMAL 0.001
+score NAME_EMAIL_DIFF 2.928
+score NA_DOLLARS 0.239
+score NICE_REPLY_A -3.687
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.464
-score NUMBEREND_LINKBAIT 0.964
-score OBFU_TEXT_ATTACH 0.001
+score NSL_RCVD_HELO_USER 1.905
+score NUMBEREND_LINKBAIT 0.315
+score OBFU_TEXT_ATTACH 0.928
score ODD_FREEM_REPTO 2.999
-score PDS_BTC_ID 0.500
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_OTHER_BAD_TLD 1.999
@@ -132,49 +131,49 @@ score PDS_PHPEXP_BOT 1.4
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
score PHOTO_EDITING_DIRECT 2.999
-score PHP_ORIG_SCRIPT 2.499
+score PHP_ORIG_SCRIPT 2.500
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
-score RDNS_NUM_TLD_XM 2.565
+score RDNS_NUM_TLD_XM 2.276
score REPTO_INFONUMSCOM 2.999
-score SCC_BODY_URI_ONLY 2.699
-score SCC_CANSPAM_2 2.499
-score SCC_ISEMM_LID_1 2.753
-score SCC_SPAMMER_ADDR_2 2.278
+score SCC_BODY_URI_ONLY 2.700
+score SCC_CANSPAM_2 2.500
+score SCC_ISEMM_LID_1 2.846
+score SCC_SPAMMER_ADDR_2 2.219
score SCRIPT_GIBBERISH 3.099
-score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 2.761
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.040
+score SENDGRID_REDIR 1.500
+score SERGIO_SUBJECT_VIAGRA01 3.757
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.038
score SHORT_IMG_SUSP_NTLD 0.001
-score STATIC_XPRIO_OLE 0.001
+score STATIC_XPRIO_OLE 0.001 # force non-zero
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_MANY 2.999
+score SUSP_UTF8_WORD_MANY 3.000
score THIS_AD 0.999
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_NAME_SUBJ_NO_RDNS 0.071
+score TO_NAME_SUBJ_NO_RDNS 1.129
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_NORDNS_HTML 1.537
+score TO_NO_BRKTS_NORDNS_HTML 1.540
score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 0.144
+score TVD_RCVD_SPACE_BRACKET 2.287
score UNDISC_FREEM 3.099
-score UNDISC_MONEY 2.380
-score UPPERCASE_URI 3.300
-score URI_DOTEDU 1.865
+score UNDISC_MONEY 2.176
+score UPPERCASE_URI 3.299
+score URI_DOTEDU 0.302
score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.300
+score URI_GOOGLE_PROXY 2.299
score URI_OBFU_DOM 2.399
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.999
+score URI_TRY_3LD 2.000
score URI_WP_HACKED_2 2.499
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 1.475
+score XM_DIGITS_ONLY 1.977
score XM_RANDOM 2.499
-score XM_RECPTID 2.999
+score XM_RECPTID 3.000
score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -231,10 +230,10 @@ score FONT_INVIS_HTML_NOHTML 1.0
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
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_MISSP_PHISH 1.000
-score FROM_MISSP_REPLYTO 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
@@ -254,7 +253,6 @@ score HK_CTE_RAW 1.0
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
-score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score HTML_SINGLET_MANY 1.000
@@ -282,7 +280,6 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score PDS_DBL_URL_HELO_NODOM 1.000
score PDS_FROM_2_EMAILS 1.000
score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
@@ -297,7 +294,6 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_LIST_SPOOF 1.000
score RAND_HEADER_MANY 1.000
-score RATWARE_NO_RDNS 1.000
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1901377&r1=1901376&r2=1901377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun May 29 02:50:39 2022
@@ -1,238 +1,215 @@
-# Using score set 1 logs for revision 1901095 from:
-# ham-net-darxus.r1901095.log ham-net-ena-week0.r1901095.log ham-net-ena-week1.r1901095.log ham-net-ena-week2.r1901095.log ham-net-ena-week3.r1901095.log ham-net-ena-week4.r1901095.log ham-net-giovanni-ham.r1901095.log ham-net-giovanni-spammy.r1901095.log ham-net-giovanni-spam.r1901095.log ham-net-grenier.r1901095.log ham-net-hege.r1901095.log ham-net-jhardin.r1901095.log ham-net-llanga.r1901095.log ham-net-mmiroslaw-mails-ham.r1901095.log ham-net-mmiroslaw-mails-spam.r1901095.log ham-net-pds.r1901095.log ham-net-spamsponge.r1901095.log ham-net-thendrikx.r1901095.log ham-net-tsz-spam-corpus.r1901095.log spam-net-darxus.r1901095.log spam-net-ena-week0.r1901095.log spam-net-ena-week1.r1901095.log spam-net-ena-week2.r1901095.log spam-net-ena-week3.r1901095.log spam-net-ena-week4.r1901095.log spam-net-giovanni-ham.r1901095.log spam-net-giovanni-spammy.r1901095.log spam-net-giovanni-spam.r1901095.log spam-net-grenier.r1901095.log spam-net-hege.r1901095.log spam-net-jhardin.r1901095.log s
pam-net-llanga.r1901095.log spam-net-mmiroslaw-mails-ham.r1901095.log spam-net-mmiroslaw-mails-spam.r1901095.log spam-net-pds.r1901095.log spam-net-spamsponge.r1901095.log spam-net-thendrikx.r1901095.log spam-net-tsz-spam-corpus.r1901095.log
+# Using score set 1 logs for revision 1901343 from:
+# ham-net-darxus.r1901343.log ham-net-ena-week0.r1901343.log ham-net-ena-week1.r1901343.log ham-net-ena-week2.r1901343.log ham-net-ena-week3.r1901343.log ham-net-ena-week4.r1901343.log ham-net-giovanni-ham.r1901343.log ham-net-giovanni-spammy.r1901343.log ham-net-giovanni-spam.r1901343.log ham-net-grenier.r1901343.log ham-net-hege.r1901343.log ham-net-jhardin.r1901343.log ham-net-llanga.r1901343.log ham-net-mmiroslaw-mails-ham.r1901343.log ham-net-mmiroslaw-mails-spam.r1901343.log ham-net-spamsponge.r1901343.log ham-net-thendrikx.r1901343.log ham-net-tsz-spam-corpus.r1901343.log spam-net-darxus.r1901343.log spam-net-ena-week0.r1901343.log spam-net-ena-week1.r1901343.log spam-net-ena-week2.r1901343.log spam-net-ena-week3.r1901343.log spam-net-ena-week4.r1901343.log spam-net-giovanni-ham.r1901343.log spam-net-giovanni-spammy.r1901343.log spam-net-giovanni-spam.r1901343.log spam-net-grenier.r1901343.log spam-net-hege.r1901343.log spam-net-jhardin.r1901343.log spam-net-llanga.r1901343.l
og spam-net-mmiroslaw-mails-ham.r1901343.log spam-net-mmiroslaw-mails-spam.r1901343.log spam-net-spamsponge.r1901343.log spam-net-thendrikx.r1901343.log spam-net-tsz-spam-corpus.r1901343.log
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.996
-score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 3.396
-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_FRM_MNY 1.412
-score ADVANCE_FEE_3_NEW_MONEY 2.796
-score ADVANCE_FEE_4_NEW 2.297
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.653
-score ADVANCE_FEE_5_NEW 2.497
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 0.110
-score APOSTROPHE_TOCC 0.998
-score APP_DEVELOPMENT_NORDNS 0.100
+score AC_FROM_MANY_DOTS 2.999
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADMITS_SPAM 2.999
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.819
+score ADVANCE_FEE_3_NEW_MONEY 2.699
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.299
+score ADVANCE_FEE_4_NEW_MONEY 2.699
+score ADVANCE_FEE_5_NEW 2.299
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.871
+score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
+score AD_PREFS 0.001 # force non-zero
+score ALIBABA_IMG_NOT_RCVD_ALI 2.499
+score AMAZON_IMG_NOT_RCVD_AMZN 1.158
+score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 1.643
-score BITCOIN_EXTORT_01 4.245
-score BITCOIN_IMGUR 3.044
+score BIGNUM_EMAILS_FREEM 0.119
+score BITCOIN_DEADLINE 0.663
+score BITCOIN_EXTORT_01 3.256
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 1.731
-score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_05 0.001
+score BITCOIN_ONAN 2.999
+score BITCOIN_PAY_ME 1.240
+score BITCOIN_SPAM_02 2.146
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 1.524
score BITCOIN_SPAM_09 0.001
-score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.996
-score BODY_SINGLE_URI 1.945
+score BITCOIN_XPRIO 1.445
+score BITCOIN_YOUR_INFO 1.757
+score BODY_SINGLE_URI 0.068
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.184
-score CONTENT_AFTER_HTML 2.497
+score CONTENT_AFTER_HTML 2.500
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.801
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.977
-score DX_TEXT_03 1.498
-score ENCRYPTED_MESSAGE -0.998
-score END_FUTURE_EMAILS 2.497
-score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FILL_THIS_FORM 0.320
+score DKIMWL_WL_HIGH -0.745
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.197
+score DX_TEXT_03 1.499
+score ENCRYPTED_MESSAGE -0.414
+score END_FUTURE_EMAILS 2.499
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FILL_THIS_FORM 0.999
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_LONG_LINE 2.220
score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_NORDNS 1.475
-score FONT_INVIS_POSTEXTRAS 3.497
-score FORGED_SPF_HELO 0.473
-score FORM_FRAUD 0.998
-score FORM_FRAUD_3 1.655
+score FONT_INVIS_POSTEXTRAS 2.181
+score FORGED_SPF_HELO 0.001 # force non-zero
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 2.193
-score FROM_ADDR_WS 2.357
-score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.999
-score FROM_GOV_SPOOF 0.900
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROM_2_EMAILS_SHORT 1.858
+score FROM_ADDR_WS 2.999
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.677
+score FROM_GOV_SPOOF 0.999
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.745
+score FROM_MISSP_DYNIP 2.089
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.697
+score FROM_MISSP_FREEMAIL 1.638
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.499
-score FROM_MISSP_SPF_FAIL 0.822
-score FROM_MISSP_TO_UNDISC 1.847
+score FROM_MISSP_SPF_FAIL 0.830
+score FROM_MISSP_TO_UNDISC 1.985
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.000
-score FROM_NTLD_REPLY_FREEMAIL 1.060
-score FROM_PAYPAL_SPOOF 1.597
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.965
-score FSL_BULK_SIG 0.717
+score FROM_MISSP_XPRIO 0.001
+score FROM_MULTI_NORDNS 1.002
+score FROM_NTLD_REPLY_FREEMAIL 1.793
+score FROM_PAYPAL_SPOOF 0.762
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FSL_BULK_SIG 0.174
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 1.871
-score FUZZY_CLICK_HERE 1.373
-score FUZZY_WALLET 2.398
-score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.498
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_PAYPAL_IMG_NOT_RCVD_PAYP 2.497
-score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_MALWARE_DNLD 4.739
-score GOOG_REDIR_NORDNS 3.122
-score GOOG_STO_EMAIL_PHISH 2.003
-score GOOG_STO_IMG_NOHTML 2.497
-score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.001 # force non-zero
+score FUZZY_AMAZON 2.199
+score GB_FAKE_RF_SHORT 1.999
+score GB_FREEMAIL_DISPTO 0.499
+score GB_HASHBL_BTC 1.774
+score GB_URI_FLEEK_STO_HTM 1.000
+score GOOG_MALWARE_DNLD 2.883
+score GOOG_REDIR_NORDNS 3.128
+score GOOG_STO_EMAIL_PHISH 2.148
+score GOOG_STO_IMG_NOHTML 2.499
+score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 0.001
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.617
+score HDRS_MISSP 1.552
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 # force non-zero
-score HK_LOTTO 0.998
-score HK_NAME_MR_MRS 0.997
-score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.110
-score HK_WIN 0.998
-score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_FONT_TINY_NORDNS 1.704
-score HTML_OFF_PAGE 2.325
-score HTML_SINGLET_MANY 1.649
-score HTML_TAG_BALANCE_CENTER 3.096
-score HTML_TEXT_INVISIBLE_FONT 0.068
-score HTML_TEXT_INVISIBLE_STYLE 2.217
-score JH_SPAMMY_HEADERS 3.496
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 0.001
+score HK_LOTTO 0.404
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 0.001 # force non-zero
+score HK_WIN 0.999
+score HOSTED_IMG_DIRECT_MX 1.000
+score HOSTED_IMG_FREEM 2.214
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HTML_ENTITY_ASCII 2.999
+score HTML_FONT_TINY_NORDNS 1.837
+score HTML_OFF_PAGE 2.999
+score HTML_SINGLET_MANY 1.650
+score HTML_TAG_BALANCE_CENTER 2.799
+score HTML_TEXT_INVISIBLE_FONT 1.342
+score HTML_TEXT_INVISIBLE_STYLE 2.088
+score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.001
-score LONGLN_LOW_CONTRAST 1.379
-score LONG_HEX_URI 1.515
-score LONG_IMG_URI 1.124
-score LONG_INVISIBLE_TEXT 0.862
+score LONGLN_LOW_CONTRAST 2.248
+score LONG_HEX_URI 1.615
+score LONG_IMG_URI 1.147
+score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.922
+score LOTTO_AGENT 0.666
+score MALFORMED_FREEMAIL 2.052
score MALWARE_NORDNS 0.001
-score MALWARE_PASSWORD 0.499
-score MALW_ATTACH 2.397
+score MALWARE_PASSWORD 0.001
+score MALW_ATTACH 2.300
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.751
-score MIMEOLE_DIRECT_TO_MX 1.997
+score MILLION_USD 1.978
+score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MIXED_AREA_CASE 1.471
-score MIXED_CENTER_CASE 2.497
-score MIXED_ES 0.997
-score MIXED_HREF_CASE 0.838
-score MIXED_IMG_CASE 2.735
+score MIXED_ES 2.593
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.351
-score MONEY_FRAUD_5 0.241
+score MONEY_FRAUD_3 0.708
+score MONEY_FRAUD_5 0.687
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.697
-score MONEY_FROM_41 1.997
+score MONEY_FREEMAIL_REPTO 1.987
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MSGID_HDR_MALF 3.496
+score MSGID_HDR_MALF 3.499
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 0.001 # force non-zero
+score NAME_EMAIL_DIFF 0.578
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.192
-score NICE_REPLY_B -0.001
-score NORDNS_LOW_CONTRAST 0.535
+score NICE_REPLY_A -1.876
+score NORDNS_LOW_CONTRAST 0.369
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.120
-score NUMBEREND_LINKBAIT 0.764
-score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.573
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_HELO_NODOM 0.866
-score PDS_DBL_URL_TNB_RUNON 1.098
-score PDS_FROM_2_EMAILS 3.496
-score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 1.498
-score PDS_PHP_EVAL 1.499
+score NSL_RCVD_HELO_USER 0.454
+score NUMBEREND_LINKBAIT 0.854
+score OBFU_TEXT_ATTACH 1.194
+score ODD_FREEM_REPTO 2.946
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_FROM_2_EMAILS 3.499
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_PHPEXP_BOT 1.216
score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PHP_ORIG_SCRIPT 2.347
-score PHP_ORIG_SCRIPT_EVAL 2.041
-score PHP_SCRIPT 2.497
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PHOTO_EDITING_DIRECT 2.999
+score PHP_ORIG_SCRIPT 2.348
+score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.360
+score RAND_MKTG_HEADER 1.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.748
-score REPLYTO_EMPTY 2.397
-score REPTO_419_FRAUD 2.996
-score REPTO_INFONUMSCOM 2.996
-score SCC_BODY_URI_ONLY 2.401
-score SCC_CANSPAM_2 2.896
-score SCC_ISEMM_LID_1 2.537
-score SCC_SPAMMER_ADDR_2 2.213
-score SCRIPT_GIBBERISH 3.196
-score SENDGRID_REDIR 0.001
-score SERGIO_SUBJECT_VIAGRA01 2.884
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SPOOFED_FREEMAIL 1.053
+score RDNS_NUM_TLD_XM 0.018
+score REPTO_INFONUMSCOM 2.999
+score SCC_BODY_URI_ONLY 1.596
+score SCC_CANSPAM_2 1.736
+score SCC_ISEMM_LID_1 2.547
+score SCC_SPAMMER_ADDR_2 2.020
+score SCC_THREE_WORD_MONTY 2.701
+score SCRIPT_GIBBERISH 2.999
+score SENDGRID_REDIR 1.499
+score SERGIO_SUBJECT_VIAGRA01 3.751
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORT_IMG_SUSP_NTLD 0.001
+score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.497
-score SPOOF_GMAIL_MID 1.167
-score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_MANY 0.001
-score THIS_AD 1.198
+score SPOOFED_FREEM_REPTO 1.547
+score SPOOF_GMAIL_MID 0.001
+score STATIC_XPRIO_OLE 0.001 # force non-zero
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_MANY 2.041
+score THIS_AD 0.999
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 1.997
-score TO_NO_BRKTS_HTML_IMG 1.975
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_NORDNS_HTML 1.200
-score TO_NO_BRKTS_PCNT 2.202
-score TVD_RCVD_SPACE_BRACKET 1.698
-score UNDISC_FREEM 3.296
-score UNDISC_MONEY 0.958
-score UNICODE_OBFU_ASC 2.497
-score UPPERCASE_URI 3.045
-score URI_DOTEDU 0.241
-score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.284
-score URI_GOOG_STO_SPAMMY 2.892
-score URI_IN_URI_10 3.107
-score URI_OBFU_DOM 2.397
-score URI_ONLY_MSGID_MALF 1.396
-score URI_PHISH 2.581
-score URI_PHP_REDIR 3.169
-score URI_TRY_3LD 1.846
-score URI_WPADMIN 2.397
-score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 1.377
-score VFY_ACCT_NORDNS 2.999
-score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 0.422
-score XM_RANDOM 2.497
-score XM_RECPTID 2.996
+score TO_NAME_SUBJ_NO_RDNS 0.001 # force non-zero
+score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_NORDNS_HTML 1.201
+score TO_NO_BRKTS_PCNT 2.500
+score TVD_RCVD_SPACE_BRACKET 0.689
+score TVD_SPACE_ENCODED 0.001
+score UNDISC_FREEM 2.896
+score UNDISC_MONEY 0.012
+score UPPERCASE_URI 3.199
+score URI_DOTEDU 1.999
+score URI_FIREBASEAPP 2.999
+score URI_GOOGLE_PROXY 2.299
+score URI_OBFU_DOM 2.400
+score URI_ONLY_MSGID_MALF 1.160
+score URI_PHISH 2.250
+score URI_PHP_REDIR 3.172
+score URI_TRY_3LD 0.209
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score WORD_INVIS_MANY 2.999
+score XFER_LOTSA_MONEY 1.000
+score XM_DIGITS_ONLY 2.593
+score XM_RANDOM 2.499
+score XM_RECPTID 2.999
score XPRIO 0.001
-score YOU_INHERIT 2.497
score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -246,14 +223,15 @@ score AC_SPAMMY_URI_PATTERNS8 1.0
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADULT_DATING_COMPANY 10.000
score ADVANCE_FEE_2_NEW_FORM 1.000
-score ALIBABA_IMG_NOT_RCVD_ALI 1.000
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
score APP_DEVELOPMENT_FREEM 1.000
+score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
+score BITCOIN_IMGUR 1.000
score BITCOIN_OBFU_SUBJ 1.000
-score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
@@ -263,6 +241,7 @@ score BITCOIN_SPAM_10 1.0
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BITCOIN_SPF_ONLYALL 1.000
+score BOGUS_MIME_VERSION 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -270,8 +249,11 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
+score COMPENSATION 1.000
score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
+score DETAILS_OF_PRODUCT 1.000
+score DKIMWL_BL 1.000
score DKIMWL_BLOCKED 0.001
score DOTGOV_IMAGE 1.000
score DYNAMIC_IMGUR 1.000
@@ -280,17 +262,24 @@ score ENVFROM_GOOG_TRIX 1.0
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 FORM_FRAUD 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
score FROM_FMBLA_NDBLOCKED 0.001
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
score GB_FORGED_MUA_POSTFIX 1.000
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
@@ -300,12 +289,12 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
-score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
@@ -316,7 +305,12 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
+score MANY_HDRS_LCASE 0.100
+score MIXED_AREA_CASE 1.000
+score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
+score MIXED_HREF_CASE 1.000
+score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
@@ -327,11 +321,12 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
score PDS_HELO_SPF_FAIL 1.000
+score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
-score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
+score PHP_ORIG_SCRIPT_EVAL 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -342,6 +337,7 @@ score RAND_HEADER_MANY 1.0
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
+score REPTO_419_FRAUD 1.000
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
@@ -358,7 +354,6 @@ score REPTO_419_FRAUD_YN 1.0
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
score SHORTENER_SHORT_IMG 1.000
-score SHORT_IMG_SUSP_NTLD 1.000
score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
@@ -372,6 +367,7 @@ score TO_EQ_FM_DIRECT_MX 1.0
score TO_IN_SUBJ 0.100
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
@@ -379,6 +375,7 @@ 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
@@ -386,6 +383,7 @@ score URI_OPTOUT_3LD 1.0
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
score USB_DRIVES 1.000
+score VFY_ACCT_NORDNS 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1901377&r1=1901376&r2=1901377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun May 29 02:50:39 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 320268 53.229% (99.630% of non-spam corpus)
-# Correctly spam: 225556 37.488% (80.492% of spam corpus)
-# False positives: 1188 0.197% (0.370% of nonspam, 31777 weighted)
-# False negatives: 54666 9.086% (19.508% of spam, 98941 weighted)
-# Average score for spam: 12.3 nonspam: 0.5
+# Correctly non-spam: 320288 53.233% (99.637% of non-spam corpus)
+# Correctly spam: 225437 37.468% (80.450% of spam corpus)
+# False positives: 1168 0.194% (0.363% of nonspam, 31277 weighted)
+# False negatives: 54782 9.105% (19.550% of spam, 99493 weighted)
+# Average score for spam: 12.4 nonspam: 0.5
# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 601678 100.00%
+# TOTAL: 601675 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39914 99.71%
-# Correctly spam: 28178 80.39%
-# False positives: 116 0.29%
-# False negatives: 6874 19.61%
-# TCR(l=50): 2.765662 SpamRecall: 80.389% SpamPrec: 99.590%
+# Correctly non-spam: 39917 99.72%
+# Correctly spam: 28170 80.37%
+# False positives: 113 0.28%
+# False negatives: 6882 19.63%
+# TCR(l=50): 2.797000 SpamRecall: 80.366% SpamPrec: 99.600%
##### 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: 312070 97.08%
-# Correctly spam: 199149 71.07%
+# Correctly spam: 199164 71.07%
# False positives: 9386 2.92%
-# False negatives: 81073 28.93%
-# TCR(l=50): 0.509149 SpamRecall: 71.068% SpamPrec: 95.499%
+# False negatives: 81055 28.93%
+# TCR(l=50): 0.509160 SpamRecall: 71.074% SpamPrec: 95.499%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 38830 97.00%
-# Correctly spam: 24862 70.93%
+# Correctly spam: 24868 70.95%
# False positives: 1200 3.00%
-# False negatives: 10190 29.07%
-# TCR(l=50): 0.499387 SpamRecall: 70.929% SpamPrec: 95.396%
+# False negatives: 10184 29.05%
+# TCR(l=50): 0.499430 SpamRecall: 70.946% SpamPrec: 95.397%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1901377&r1=1901376&r2=1901377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun May 29 02:50:39 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 318487 48.269% (99.546% of non-spam corpus)
-# Correctly spam: 291335 44.154% (85.717% of spam corpus)
-# False positives: 1452 0.220% (0.454% of nonspam, 100039 weighted)
-# False negatives: 48545 7.357% (14.283% of spam, 92245 weighted)
-# Average score for spam: 17.6 nonspam: -0.7
-# Average for false-pos: 6.5 false-neg: 1.9
-# TOTAL: 659819 100.00%
+# Correctly non-spam: 324835 52.808% (99.496% of non-spam corpus)
+# Correctly spam: 249252 40.520% (86.352% of spam corpus)
+# False positives: 1644 0.267% (0.504% of nonspam, 91600 weighted)
+# False negatives: 39396 6.405% (13.648% of spam, 69294 weighted)
+# Average score for spam: 18.1 nonspam: -0.7
+# Average for false-pos: 6.3 false-neg: 1.8
+# TOTAL: 615127 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39677 99.55%
-# Correctly spam: 36488 86.16%
-# False positives: 178 0.45%
-# False negatives: 5859 13.84%
-# TCR(l=50): 2.869232 SpamRecall: 86.164% SpamPrec: 99.515%
+# Correctly non-spam: 40443 99.39%
+# Correctly spam: 31146 86.33%
+# False positives: 248 0.61%
+# False negatives: 4932 13.67%
+# TCR(l=50): 2.081583 SpamRecall: 86.330% SpamPrec: 99.210%
##### 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: 318748 99.63%
-# Correctly spam: 238316 70.12%
-# False positives: 1191 0.37%
-# False negatives: 101564 29.88%
-# TCR(l=50): 2.109562 SpamRecall: 70.118% SpamPrec: 99.503%
+# Correctly non-spam: 325320 99.65%
+# Correctly spam: 208758 72.32%
+# False positives: 1159 0.35%
+# False negatives: 79890 27.68%
+# TCR(l=50): 2.094080 SpamRecall: 72.323% SpamPrec: 99.448%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39726 99.68%
-# Correctly spam: 29896 70.60%
-# False positives: 129 0.32%
-# False negatives: 12451 29.40%
-# TCR(l=50): 2.240463 SpamRecall: 70.598% SpamPrec: 99.570%
+# Correctly non-spam: 40518 99.57%
+# Correctly spam: 26064 72.24%
+# False positives: 173 0.43%
+# False negatives: 10014 27.76%
+# TCR(l=50): 1.933026 SpamRecall: 72.243% SpamPrec: 99.341%
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1901377&r1=1901376&r2=1901377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun May 29 02:50:39 2022
@@ -2,129 +2,128 @@
# ham-darxus.r1901314.log ham-ena-week0.r1901314.log ham-ena-week1.r1901314.log ham-ena-week2.r1901314.log ham-ena-week3.r1901314.log ham-ena-week4.r1901314.log ham-giovanni-ham.r1901314.log ham-giovanni-spammy.r1901314.log ham-giovanni-spam.r1901314.log ham-grenier.r1901314.log ham-hege.r1901314.log ham-jhardin.r1901314.log ham-llanga.r1901314.log ham-mmiroslaw-mails-ham.r1901314.log ham-mmiroslaw-mails-spam.r1901314.log ham-spamsponge.r1901314.log ham-thendrikx.r1901314.log ham-tsz-spam-corpus.r1901314.log spam-darxus.r1901314.log spam-ena-week0.r1901314.log spam-ena-week1.r1901314.log spam-ena-week2.r1901314.log spam-ena-week3.r1901314.log spam-ena-week4.r1901314.log spam-giovanni-ham.r1901314.log spam-giovanni-spammy.r1901314.log spam-giovanni-spam.r1901314.log spam-grenier.r1901314.log spam-hege.r1901314.log spam-jhardin.r1901314.log spam-llanga.r1901314.log spam-mmiroslaw-mails-ham.r1901314.log spam-mmiroslaw-mails-spam.r1901314.log spam-spamsponge.r1901314.log spam-thendrikx.
r1901314.log spam-tsz-spam-corpus.r1901314.log
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 3.000
+score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 3.100
-score ADVANCE_FEE_2_NEW_MONEY 2.000
+score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.506
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.147
score ADVANCE_FEE_3_NEW_MONEY 2.699
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.312
-score ADVANCE_FEE_5_NEW 2.399
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.499
+score ADVANCE_FEE_4_NEW_MONEY 1.812
+score ADVANCE_FEE_5_NEW 2.299
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.513
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.500
+score AD_PREFS 0.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 1.202
+score BIGNUM_EMAILS_FREEM 1.465
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 4.500
+score BITCOIN_EXTORT_01 4.501
score BITCOIN_ONAN 2.999
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_09 1.251
-score BITCOIN_XPRIO 2.498
+score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_09 1.253
+score BITCOIN_XPRIO 2.289
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 1.949
-score CONTENT_AFTER_HTML 2.500
+score CONTENT_AFTER_HTML 2.499
score CTE_8BIT_MISMATCH 0.999
-score DEAR_BENEFICIARY 0.205
+score DEAR_BENEFICIARY 0.060
score DX_TEXT_03 1.399
score ENCRYPTED_MESSAGE -0.999
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FACEBOOK_IMG_NOT_RCVD_FB 2.000
score FILL_THIS_FORM 1.099
-score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_MSGID 0.592
-score FONT_INVIS_POSTEXTRAS 1.652
+score FONT_INVIS_DIRECT 0.001 # force non-zero
+score FONT_INVIS_MSGID 0.588
+score FONT_INVIS_POSTEXTRAS 1.653
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROM_2_EMAILS_SHORT 0.839
+score FROM_2_EMAILS_SHORT 1.624
score FROM_ADDR_WS 2.999
-score FROM_MISSPACED 0.348
-score FROM_MISSP_DYNIP 1.581
-score FROM_MISSP_EH_MATCH 1.959
+score FROM_MISSPACED 0.702
+score FROM_MISSP_DYNIP 1.915
+score FROM_MISSP_EH_MATCH 1.972
score FROM_MISSP_FREEMAIL 3.399
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_TO_UNDISC 2.299
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_TO_UNDISC 2.399
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001 # force non-zero
-score FROM_MULTI_NORDNS 0.339
-score FROM_NTLD_REPLY_FREEMAIL 1.528
+score FROM_MISSP_XPRIO 0.001
+score FROM_MULTI_NORDNS 0.130
+score FROM_NTLD_REPLY_FREEMAIL 1.139
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.200
score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.500
-score GB_PAYPAL_IMG_NOT_RCVD_PAYP 2.499
+score GB_FREEMAIL_DISPTO 0.499
score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_MALWARE_DNLD 3.253
-score GOOG_REDIR_NORDNS 2.600
+score GOOG_MALWARE_DNLD 4.557
+score GOOG_REDIR_NORDNS 2.603
score GOOG_STO_EMAIL_PHISH 2.999
score GOOG_STO_IMG_NOHTML 2.499
score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 1.999
-score HDRS_LCASE_IMGONLY 0.001
-score HDRS_MISSP 1.688
-score HDR_ORDER_FTSDMCXX_DIRECT 0.913
+score HDRS_LCASE_IMGONLY 0.001 # force non-zero
+score HDRS_MISSP 1.689
+score HDR_ORDER_FTSDMCXX_DIRECT 0.655
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 1.000
+score HK_NAME_MR_MRS 1.000
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 0.610
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 2.597
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 0.429
+score HK_WIN 0.860
+score HOSTED_IMG_DIRECT_MX 2.600
score HOSTED_IMG_FREEM 3.499
score HOSTED_IMG_MULTI_PUB_01 2.999
+score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
-score HTML_OFF_PAGE 3.000
-score HTML_TAG_BALANCE_CENTER 2.200
-score HTML_TEXT_INVISIBLE_STYLE 1.984
+score HTML_OFF_PAGE 2.999
+score HTML_TAG_BALANCE_CENTER 2.198
+score HTML_TEXT_INVISIBLE_STYLE 1.987
score JH_SPAMMY_HEADERS 3.499
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 3.000
+score LONG_HEX_URI 2.999
score LONG_IMG_URI 1.690
-score LONG_INVISIBLE_TEXT 0.537
+score LONG_INVISIBLE_TEXT 0.542
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
score MALWARE_NORDNS 2.102
-score MALWARE_PASSWORD 1.423
-score MALW_ATTACH 2.299
+score MALWARE_PASSWORD 0.528
+score MALW_ATTACH 2.300
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.807
-score MIMEOLE_DIRECT_TO_MX 1.088
+score MILLION_USD 1.801
+score MIMEOLE_DIRECT_TO_MX 1.554
score MIME_NO_TEXT 1.999
-score MIXED_ES 3.100
-score MONEY_ATM_CARD 0.001 # force non-zero
+score MIXED_ES 3.099
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.516
-score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.999
+score MONEY_FRAUD_5 0.115
+score MONEY_FRAUD_8 0.001 # force non-zero
+score MONEY_FREEMAIL_REPTO 3.000
score MONEY_FROM_41 2.000
score MONEY_FROM_MISSP 0.001
score MSGID_HDR_MALF 3.499
-score MSMAIL_PRI_ABNORMAL 0.001 # force non-zero
-score NAME_EMAIL_DIFF 2.941
-score NA_DOLLARS 0.251
-score NICE_REPLY_A -4.199
+score MSMAIL_PRI_ABNORMAL 0.001
+score NAME_EMAIL_DIFF 2.928
+score NA_DOLLARS 0.239
+score NICE_REPLY_A -3.687
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.464
-score NUMBEREND_LINKBAIT 0.964
-score OBFU_TEXT_ATTACH 0.001
+score NSL_RCVD_HELO_USER 1.905
+score NUMBEREND_LINKBAIT 0.315
+score OBFU_TEXT_ATTACH 0.928
score ODD_FREEM_REPTO 2.999
-score PDS_BTC_ID 0.500
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_OTHER_BAD_TLD 1.999
@@ -132,49 +131,49 @@ score PDS_PHPEXP_BOT 1.4
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
score PHOTO_EDITING_DIRECT 2.999
-score PHP_ORIG_SCRIPT 2.499
+score PHP_ORIG_SCRIPT 2.500
score PHP_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
-score RDNS_NUM_TLD_XM 2.565
+score RDNS_NUM_TLD_XM 2.276
score REPTO_INFONUMSCOM 2.999
-score SCC_BODY_URI_ONLY 2.699
-score SCC_CANSPAM_2 2.499
-score SCC_ISEMM_LID_1 2.753
-score SCC_SPAMMER_ADDR_2 2.278
+score SCC_BODY_URI_ONLY 2.700
+score SCC_CANSPAM_2 2.500
+score SCC_ISEMM_LID_1 2.846
+score SCC_SPAMMER_ADDR_2 2.219
score SCRIPT_GIBBERISH 3.099
-score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 2.761
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.040
+score SENDGRID_REDIR 1.500
+score SERGIO_SUBJECT_VIAGRA01 3.757
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.038
score SHORT_IMG_SUSP_NTLD 0.001
-score STATIC_XPRIO_OLE 0.001
+score STATIC_XPRIO_OLE 0.001 # force non-zero
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_MANY 2.999
+score SUSP_UTF8_WORD_MANY 3.000
score THIS_AD 0.999
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_NAME_SUBJ_NO_RDNS 0.071
+score TO_NAME_SUBJ_NO_RDNS 1.129
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_NORDNS_HTML 1.537
+score TO_NO_BRKTS_NORDNS_HTML 1.540
score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 0.144
+score TVD_RCVD_SPACE_BRACKET 2.287
score UNDISC_FREEM 3.099
-score UNDISC_MONEY 2.380
-score UPPERCASE_URI 3.300
-score URI_DOTEDU 1.865
+score UNDISC_MONEY 2.176
+score UPPERCASE_URI 3.299
+score URI_DOTEDU 0.302
score URI_FIREBASEAPP 2.999
-score URI_GOOGLE_PROXY 2.300
+score URI_GOOGLE_PROXY 2.299
score URI_OBFU_DOM 2.399
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.999
+score URI_TRY_3LD 2.000
score URI_WP_HACKED_2 2.499
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 1.475
+score XM_DIGITS_ONLY 1.977
score XM_RANDOM 2.499
-score XM_RECPTID 2.999
+score XM_RECPTID 3.000
score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -231,10 +230,10 @@ score FONT_INVIS_HTML_NOHTML 1.0
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
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_MISSP_PHISH 1.000
-score FROM_MISSP_REPLYTO 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
@@ -254,7 +253,6 @@ score HK_CTE_RAW 1.0
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
-score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score HTML_SINGLET_MANY 1.000
@@ -282,7 +280,6 @@ score MSM_PRIO_REPTO 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score PDS_DBL_URL_HELO_NODOM 1.000
score PDS_FROM_2_EMAILS 1.000
score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
@@ -297,7 +294,6 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_LIST_SPOOF 1.000
score RAND_HEADER_MANY 1.000
-score RATWARE_NO_RDNS 1.000
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1901377&r1=1901376&r2=1901377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun May 29 02:50:39 2022
@@ -1,238 +1,215 @@
-# Using score set 1 logs for revision 1901095 from:
-# ham-net-darxus.r1901095.log ham-net-ena-week0.r1901095.log ham-net-ena-week1.r1901095.log ham-net-ena-week2.r1901095.log ham-net-ena-week3.r1901095.log ham-net-ena-week4.r1901095.log ham-net-giovanni-ham.r1901095.log ham-net-giovanni-spammy.r1901095.log ham-net-giovanni-spam.r1901095.log ham-net-grenier.r1901095.log ham-net-hege.r1901095.log ham-net-jhardin.r1901095.log ham-net-llanga.r1901095.log ham-net-mmiroslaw-mails-ham.r1901095.log ham-net-mmiroslaw-mails-spam.r1901095.log ham-net-pds.r1901095.log ham-net-spamsponge.r1901095.log ham-net-thendrikx.r1901095.log ham-net-tsz-spam-corpus.r1901095.log spam-net-darxus.r1901095.log spam-net-ena-week0.r1901095.log spam-net-ena-week1.r1901095.log spam-net-ena-week2.r1901095.log spam-net-ena-week3.r1901095.log spam-net-ena-week4.r1901095.log spam-net-giovanni-ham.r1901095.log spam-net-giovanni-spammy.r1901095.log spam-net-giovanni-spam.r1901095.log spam-net-grenier.r1901095.log spam-net-hege.r1901095.log spam-net-jhardin.r1901095.log s
pam-net-llanga.r1901095.log spam-net-mmiroslaw-mails-ham.r1901095.log spam-net-mmiroslaw-mails-spam.r1901095.log spam-net-pds.r1901095.log spam-net-spamsponge.r1901095.log spam-net-thendrikx.r1901095.log spam-net-tsz-spam-corpus.r1901095.log
+# Using score set 1 logs for revision 1901343 from:
+# ham-net-darxus.r1901343.log ham-net-ena-week0.r1901343.log ham-net-ena-week1.r1901343.log ham-net-ena-week2.r1901343.log ham-net-ena-week3.r1901343.log ham-net-ena-week4.r1901343.log ham-net-giovanni-ham.r1901343.log ham-net-giovanni-spammy.r1901343.log ham-net-giovanni-spam.r1901343.log ham-net-grenier.r1901343.log ham-net-hege.r1901343.log ham-net-jhardin.r1901343.log ham-net-llanga.r1901343.log ham-net-mmiroslaw-mails-ham.r1901343.log ham-net-mmiroslaw-mails-spam.r1901343.log ham-net-spamsponge.r1901343.log ham-net-thendrikx.r1901343.log ham-net-tsz-spam-corpus.r1901343.log spam-net-darxus.r1901343.log spam-net-ena-week0.r1901343.log spam-net-ena-week1.r1901343.log spam-net-ena-week2.r1901343.log spam-net-ena-week3.r1901343.log spam-net-ena-week4.r1901343.log spam-net-giovanni-ham.r1901343.log spam-net-giovanni-spammy.r1901343.log spam-net-giovanni-spam.r1901343.log spam-net-grenier.r1901343.log spam-net-hege.r1901343.log spam-net-jhardin.r1901343.log spam-net-llanga.r1901343.l
og spam-net-mmiroslaw-mails-ham.r1901343.log spam-net-mmiroslaw-mails-spam.r1901343.log spam-net-spamsponge.r1901343.log spam-net-thendrikx.r1901343.log spam-net-tsz-spam-corpus.r1901343.log
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.996
-score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 3.396
-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_FRM_MNY 1.412
-score ADVANCE_FEE_3_NEW_MONEY 2.796
-score ADVANCE_FEE_4_NEW 2.297
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.653
-score ADVANCE_FEE_5_NEW 2.497
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 0.110
-score APOSTROPHE_TOCC 0.998
-score APP_DEVELOPMENT_NORDNS 0.100
+score AC_FROM_MANY_DOTS 2.999
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADMITS_SPAM 2.999
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.499
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.819
+score ADVANCE_FEE_3_NEW_MONEY 2.699
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.299
+score ADVANCE_FEE_4_NEW_MONEY 2.699
+score ADVANCE_FEE_5_NEW 2.299
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.871
+score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
+score AD_PREFS 0.001 # force non-zero
+score ALIBABA_IMG_NOT_RCVD_ALI 2.499
+score AMAZON_IMG_NOT_RCVD_AMZN 1.158
+score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 1.643
-score BITCOIN_EXTORT_01 4.245
-score BITCOIN_IMGUR 3.044
+score BIGNUM_EMAILS_FREEM 0.119
+score BITCOIN_DEADLINE 0.663
+score BITCOIN_EXTORT_01 3.256
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.996
-score BITCOIN_SPAM_02 1.731
-score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_05 0.001
+score BITCOIN_ONAN 2.999
+score BITCOIN_PAY_ME 1.240
+score BITCOIN_SPAM_02 2.146
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 1.524
score BITCOIN_SPAM_09 0.001
-score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.996
-score BODY_SINGLE_URI 1.945
+score BITCOIN_XPRIO 1.445
+score BITCOIN_YOUR_INFO 1.757
+score BODY_SINGLE_URI 0.068
score BODY_URI_ONLY 0.001
-score BOGUS_MIME_VERSION 3.184
-score CONTENT_AFTER_HTML 2.497
+score CONTENT_AFTER_HTML 2.500
score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 2.996
-score DKIMWL_WL_HIGH -0.801
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.977
-score DX_TEXT_03 1.498
-score ENCRYPTED_MESSAGE -0.998
-score END_FUTURE_EMAILS 2.497
-score FACEBOOK_IMG_NOT_RCVD_FB 1.997
-score FILL_THIS_FORM 0.320
+score DKIMWL_WL_HIGH -0.745
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.197
+score DX_TEXT_03 1.499
+score ENCRYPTED_MESSAGE -0.414
+score END_FUTURE_EMAILS 2.499
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FILL_THIS_FORM 0.999
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_LONG_LINE 2.220
score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_NORDNS 1.475
-score FONT_INVIS_POSTEXTRAS 3.497
-score FORGED_SPF_HELO 0.473
-score FORM_FRAUD 0.998
-score FORM_FRAUD_3 1.655
+score FONT_INVIS_POSTEXTRAS 2.181
+score FORGED_SPF_HELO 0.001 # force non-zero
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 2.193
-score FROM_ADDR_WS 2.357
-score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.999
-score FROM_GOV_SPOOF 0.900
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROM_2_EMAILS_SHORT 1.858
+score FROM_ADDR_WS 2.999
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.677
+score FROM_GOV_SPOOF 0.999
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.745
+score FROM_MISSP_DYNIP 2.089
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.697
+score FROM_MISSP_FREEMAIL 1.638
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.499
-score FROM_MISSP_SPF_FAIL 0.822
-score FROM_MISSP_TO_UNDISC 1.847
+score FROM_MISSP_SPF_FAIL 0.830
+score FROM_MISSP_TO_UNDISC 1.985
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.000
-score FROM_NTLD_REPLY_FREEMAIL 1.060
-score FROM_PAYPAL_SPOOF 1.597
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.965
-score FSL_BULK_SIG 0.717
+score FROM_MISSP_XPRIO 0.001
+score FROM_MULTI_NORDNS 1.002
+score FROM_NTLD_REPLY_FREEMAIL 1.793
+score FROM_PAYPAL_SPOOF 0.762
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FSL_BULK_SIG 0.174
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 1.871
-score FUZZY_CLICK_HERE 1.373
-score FUZZY_WALLET 2.398
-score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.498
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_PAYPAL_IMG_NOT_RCVD_PAYP 2.497
-score GB_URI_FLEEK_STO_HTM 0.999
-score GOOG_MALWARE_DNLD 4.739
-score GOOG_REDIR_NORDNS 3.122
-score GOOG_STO_EMAIL_PHISH 2.003
-score GOOG_STO_IMG_NOHTML 2.497
-score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.001 # force non-zero
+score FUZZY_AMAZON 2.199
+score GB_FAKE_RF_SHORT 1.999
+score GB_FREEMAIL_DISPTO 0.499
+score GB_HASHBL_BTC 1.774
+score GB_URI_FLEEK_STO_HTM 1.000
+score GOOG_MALWARE_DNLD 2.883
+score GOOG_REDIR_NORDNS 3.128
+score GOOG_STO_EMAIL_PHISH 2.148
+score GOOG_STO_IMG_NOHTML 2.499
+score GOOG_STO_NOIMG_HTML 2.999
+score HAS_X_OUTGOING_SPAM_STAT 0.001
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.617
+score HDRS_MISSP 1.552
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 # force non-zero
-score HK_LOTTO 0.998
-score HK_NAME_MR_MRS 0.997
-score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.110
-score HK_WIN 0.998
-score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_FONT_TINY_NORDNS 1.704
-score HTML_OFF_PAGE 2.325
-score HTML_SINGLET_MANY 1.649
-score HTML_TAG_BALANCE_CENTER 3.096
-score HTML_TEXT_INVISIBLE_FONT 0.068
-score HTML_TEXT_INVISIBLE_STYLE 2.217
-score JH_SPAMMY_HEADERS 3.496
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 0.001
+score HK_LOTTO 0.404
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 0.001 # force non-zero
+score HK_WIN 0.999
+score HOSTED_IMG_DIRECT_MX 1.000
+score HOSTED_IMG_FREEM 2.214
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HTML_ENTITY_ASCII 2.999
+score HTML_FONT_TINY_NORDNS 1.837
+score HTML_OFF_PAGE 2.999
+score HTML_SINGLET_MANY 1.650
+score HTML_TAG_BALANCE_CENTER 2.799
+score HTML_TEXT_INVISIBLE_FONT 1.342
+score HTML_TEXT_INVISIBLE_STYLE 2.088
+score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.001
-score LONGLN_LOW_CONTRAST 1.379
-score LONG_HEX_URI 1.515
-score LONG_IMG_URI 1.124
-score LONG_INVISIBLE_TEXT 0.862
+score LONGLN_LOW_CONTRAST 2.248
+score LONG_HEX_URI 1.615
+score LONG_IMG_URI 1.147
+score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.922
+score LOTTO_AGENT 0.666
+score MALFORMED_FREEMAIL 2.052
score MALWARE_NORDNS 0.001
-score MALWARE_PASSWORD 0.499
-score MALW_ATTACH 2.397
+score MALWARE_PASSWORD 0.001
+score MALW_ATTACH 2.300
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.751
-score MIMEOLE_DIRECT_TO_MX 1.997
+score MILLION_USD 1.978
+score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MIXED_AREA_CASE 1.471
-score MIXED_CENTER_CASE 2.497
-score MIXED_ES 0.997
-score MIXED_HREF_CASE 0.838
-score MIXED_IMG_CASE 2.735
+score MIXED_ES 2.593
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.351
-score MONEY_FRAUD_5 0.241
+score MONEY_FRAUD_3 0.708
+score MONEY_FRAUD_5 0.687
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.697
-score MONEY_FROM_41 1.997
+score MONEY_FREEMAIL_REPTO 1.987
+score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MSGID_HDR_MALF 3.496
+score MSGID_HDR_MALF 3.499
score MSMAIL_PRI_ABNORMAL 0.001
-score NAME_EMAIL_DIFF 0.001 # force non-zero
+score NAME_EMAIL_DIFF 0.578
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.192
-score NICE_REPLY_B -0.001
-score NORDNS_LOW_CONTRAST 0.535
+score NICE_REPLY_A -1.876
+score NORDNS_LOW_CONTRAST 0.369
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.120
-score NUMBEREND_LINKBAIT 0.764
-score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.573
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_HELO_NODOM 0.866
-score PDS_DBL_URL_TNB_RUNON 1.098
-score PDS_FROM_2_EMAILS 3.496
-score PDS_OTHER_BAD_TLD 1.997
-score PDS_PHPEXP_BOT 1.498
-score PDS_PHP_EVAL 1.499
+score NSL_RCVD_HELO_USER 0.454
+score NUMBEREND_LINKBAIT 0.854
+score OBFU_TEXT_ATTACH 1.194
+score ODD_FREEM_REPTO 2.946
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_FROM_2_EMAILS 3.499
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_PHPEXP_BOT 1.216
score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PHP_ORIG_SCRIPT 2.347
-score PHP_ORIG_SCRIPT_EVAL 2.041
-score PHP_SCRIPT 2.497
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PHOTO_EDITING_DIRECT 2.999
+score PHP_ORIG_SCRIPT 2.348
+score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 1.360
+score RAND_MKTG_HEADER 1.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.748
-score REPLYTO_EMPTY 2.397
-score REPTO_419_FRAUD 2.996
-score REPTO_INFONUMSCOM 2.996
-score SCC_BODY_URI_ONLY 2.401
-score SCC_CANSPAM_2 2.896
-score SCC_ISEMM_LID_1 2.537
-score SCC_SPAMMER_ADDR_2 2.213
-score SCRIPT_GIBBERISH 3.196
-score SENDGRID_REDIR 0.001
-score SERGIO_SUBJECT_VIAGRA01 2.884
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SPOOFED_FREEMAIL 1.053
+score RDNS_NUM_TLD_XM 0.018
+score REPTO_INFONUMSCOM 2.999
+score SCC_BODY_URI_ONLY 1.596
+score SCC_CANSPAM_2 1.736
+score SCC_ISEMM_LID_1 2.547
+score SCC_SPAMMER_ADDR_2 2.020
+score SCC_THREE_WORD_MONTY 2.701
+score SCRIPT_GIBBERISH 2.999
+score SENDGRID_REDIR 1.499
+score SERGIO_SUBJECT_VIAGRA01 3.751
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORT_IMG_SUSP_NTLD 0.001
+score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.497
-score SPOOF_GMAIL_MID 1.167
-score STATIC_XPRIO_OLE 0.001
-score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_MANY 0.001
-score THIS_AD 1.198
+score SPOOFED_FREEM_REPTO 1.547
+score SPOOF_GMAIL_MID 0.001
+score STATIC_XPRIO_OLE 0.001 # force non-zero
+score SUBJ_ATTENTION 0.499
+score SUSP_UTF8_WORD_MANY 2.041
+score THIS_AD 0.999
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 1.997
-score TO_NO_BRKTS_HTML_IMG 1.975
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_NORDNS_HTML 1.200
-score TO_NO_BRKTS_PCNT 2.202
-score TVD_RCVD_SPACE_BRACKET 1.698
-score UNDISC_FREEM 3.296
-score UNDISC_MONEY 0.958
-score UNICODE_OBFU_ASC 2.497
-score UPPERCASE_URI 3.045
-score URI_DOTEDU 0.241
-score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 2.284
-score URI_GOOG_STO_SPAMMY 2.892
-score URI_IN_URI_10 3.107
-score URI_OBFU_DOM 2.397
-score URI_ONLY_MSGID_MALF 1.396
-score URI_PHISH 2.581
-score URI_PHP_REDIR 3.169
-score URI_TRY_3LD 1.846
-score URI_WPADMIN 2.397
-score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 1.377
-score VFY_ACCT_NORDNS 2.999
-score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 0.422
-score XM_RANDOM 2.497
-score XM_RECPTID 2.996
+score TO_NAME_SUBJ_NO_RDNS 0.001 # force non-zero
+score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_NORDNS_HTML 1.201
+score TO_NO_BRKTS_PCNT 2.500
+score TVD_RCVD_SPACE_BRACKET 0.689
+score TVD_SPACE_ENCODED 0.001
+score UNDISC_FREEM 2.896
+score UNDISC_MONEY 0.012
+score UPPERCASE_URI 3.199
+score URI_DOTEDU 1.999
+score URI_FIREBASEAPP 2.999
+score URI_GOOGLE_PROXY 2.299
+score URI_OBFU_DOM 2.400
+score URI_ONLY_MSGID_MALF 1.160
+score URI_PHISH 2.250
+score URI_PHP_REDIR 3.172
+score URI_TRY_3LD 0.209
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score WORD_INVIS_MANY 2.999
+score XFER_LOTSA_MONEY 1.000
+score XM_DIGITS_ONLY 2.593
+score XM_RANDOM 2.499
+score XM_RECPTID 2.999
score XPRIO 0.001
-score YOU_INHERIT 2.497
score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -246,14 +223,15 @@ score AC_SPAMMY_URI_PATTERNS8 1.0
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADULT_DATING_COMPANY 10.000
score ADVANCE_FEE_2_NEW_FORM 1.000
-score ALIBABA_IMG_NOT_RCVD_ALI 1.000
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
score APP_DEVELOPMENT_FREEM 1.000
+score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
+score BITCOIN_IMGUR 1.000
score BITCOIN_OBFU_SUBJ 1.000
-score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
@@ -263,6 +241,7 @@ score BITCOIN_SPAM_10 1.0
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BITCOIN_SPF_ONLYALL 1.000
+score BOGUS_MIME_VERSION 1.000
score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -270,8 +249,11 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
+score COMPENSATION 1.000
score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
+score DETAILS_OF_PRODUCT 1.000
+score DKIMWL_BL 1.000
score DKIMWL_BLOCKED 0.001
score DOTGOV_IMAGE 1.000
score DYNAMIC_IMGUR 1.000
@@ -280,17 +262,24 @@ score ENVFROM_GOOG_TRIX 1.0
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 FORM_FRAUD 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
score FROM_FMBLA_NDBLOCKED 0.001
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
score GB_FORGED_MUA_POSTFIX 1.000
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
@@ -300,12 +289,12 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
+score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
-score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score IMG_ONLY_FM_DOM_INFO 1.000
@@ -316,7 +305,12 @@ score LIST_PRTL_PUMPDUMP 1.0
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
+score MANY_HDRS_LCASE 0.100
+score MIXED_AREA_CASE 1.000
+score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
+score MIXED_HREF_CASE 1.000
+score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
@@ -327,11 +321,12 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
score PDS_HELO_SPF_FAIL 1.000
+score PDS_PHP_EVAL 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
-score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
+score PHP_ORIG_SCRIPT_EVAL 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -342,6 +337,7 @@ score RAND_HEADER_MANY 1.0
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
+score REPTO_419_FRAUD 1.000
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
@@ -358,7 +354,6 @@ score REPTO_419_FRAUD_YN 1.0
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
score SHORTENER_SHORT_IMG 1.000
-score SHORT_IMG_SUSP_NTLD 1.000
score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
@@ -372,6 +367,7 @@ score TO_EQ_FM_DIRECT_MX 1.0
score TO_IN_SUBJ 0.100
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
@@ -379,6 +375,7 @@ 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
@@ -386,6 +383,7 @@ score URI_OPTOUT_3LD 1.0
score URI_TRY_USME 1.000
score URI_WP_DIRINDEX 1.000
score USB_DRIVES 1.000
+score VFY_ACCT_NORDNS 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1901377&r1=1901376&r2=1901377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun May 29 02:50:39 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 320268 53.229% (99.630% of non-spam corpus)
-# Correctly spam: 225556 37.488% (80.492% of spam corpus)
-# False positives: 1188 0.197% (0.370% of nonspam, 31777 weighted)
-# False negatives: 54666 9.086% (19.508% of spam, 98941 weighted)
-# Average score for spam: 12.3 nonspam: 0.5
+# Correctly non-spam: 320288 53.233% (99.637% of non-spam corpus)
+# Correctly spam: 225437 37.468% (80.450% of spam corpus)
+# False positives: 1168 0.194% (0.363% of nonspam, 31277 weighted)
+# False negatives: 54782 9.105% (19.550% of spam, 99493 weighted)
+# Average score for spam: 12.4 nonspam: 0.5
# Average for false-pos: 6.1 false-neg: 1.8
-# TOTAL: 601678 100.00%
+# TOTAL: 601675 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39914 99.71%
-# Correctly spam: 28178 80.39%
-# False positives: 116 0.29%
-# False negatives: 6874 19.61%
-# TCR(l=50): 2.765662 SpamRecall: 80.389% SpamPrec: 99.590%
+# Correctly non-spam: 39917 99.72%
+# Correctly spam: 28170 80.37%
+# False positives: 113 0.28%
+# False negatives: 6882 19.63%
+# TCR(l=50): 2.797000 SpamRecall: 80.366% SpamPrec: 99.600%
##### 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: 312070 97.08%
-# Correctly spam: 199149 71.07%
+# Correctly spam: 199164 71.07%
# False positives: 9386 2.92%
-# False negatives: 81073 28.93%
-# TCR(l=50): 0.509149 SpamRecall: 71.068% SpamPrec: 95.499%
+# False negatives: 81055 28.93%
+# TCR(l=50): 0.509160 SpamRecall: 71.074% SpamPrec: 95.499%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 38830 97.00%
-# Correctly spam: 24862 70.93%
+# Correctly spam: 24868 70.95%
# False positives: 1200 3.00%
-# False negatives: 10190 29.07%
-# TCR(l=50): 0.499387 SpamRecall: 70.929% SpamPrec: 95.396%
+# False negatives: 10184 29.05%
+# TCR(l=50): 0.499430 SpamRecall: 70.946% SpamPrec: 95.397%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1901377&r1=1901376&r2=1901377&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun May 29 02:50:39 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 318487 48.269% (99.546% of non-spam corpus)
-# Correctly spam: 291335 44.154% (85.717% of spam corpus)
-# False positives: 1452 0.220% (0.454% of nonspam, 100039 weighted)
-# False negatives: 48545 7.357% (14.283% of spam, 92245 weighted)
-# Average score for spam: 17.6 nonspam: -0.7
-# Average for false-pos: 6.5 false-neg: 1.9
-# TOTAL: 659819 100.00%
+# Correctly non-spam: 324835 52.808% (99.496% of non-spam corpus)
+# Correctly spam: 249252 40.520% (86.352% of spam corpus)
+# False positives: 1644 0.267% (0.504% of nonspam, 91600 weighted)
+# False negatives: 39396 6.405% (13.648% of spam, 69294 weighted)
+# Average score for spam: 18.1 nonspam: -0.7
+# Average for false-pos: 6.3 false-neg: 1.8
+# TOTAL: 615127 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39677 99.55%
-# Correctly spam: 36488 86.16%
-# False positives: 178 0.45%
-# False negatives: 5859 13.84%
-# TCR(l=50): 2.869232 SpamRecall: 86.164% SpamPrec: 99.515%
+# Correctly non-spam: 40443 99.39%
+# Correctly spam: 31146 86.33%
+# False positives: 248 0.61%
+# False negatives: 4932 13.67%
+# TCR(l=50): 2.081583 SpamRecall: 86.330% SpamPrec: 99.210%
##### 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: 318748 99.63%
-# Correctly spam: 238316 70.12%
-# False positives: 1191 0.37%
-# False negatives: 101564 29.88%
-# TCR(l=50): 2.109562 SpamRecall: 70.118% SpamPrec: 99.503%
+# Correctly non-spam: 325320 99.65%
+# Correctly spam: 208758 72.32%
+# False positives: 1159 0.35%
+# False negatives: 79890 27.68%
+# TCR(l=50): 2.094080 SpamRecall: 72.323% SpamPrec: 99.448%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 39726 99.68%
-# Correctly spam: 29896 70.60%
-# False positives: 129 0.32%
-# False negatives: 12451 29.40%
-# TCR(l=50): 2.240463 SpamRecall: 70.598% SpamPrec: 99.570%
+# Correctly non-spam: 40518 99.57%
+# Correctly spam: 26064 72.24%
+# False positives: 173 0.43%
+# False negatives: 10014 27.76%
+# TCR(l=50): 1.933026 SpamRecall: 72.243% SpamPrec: 99.341%