Mailing List Archive

svn commit: r1890743 [2/2] - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1
Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1890743&r1=1890742&r2=1890743&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Jun 13 02:44:37 2021
@@ -6,94 +6,92 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
-score AC_POST_EXTRAS 2.044
+score AC_POST_EXTRAS 2.287
score ADMITS_SPAM 3.995
score ADVANCE_FEE_2_NEW_FORM 0.001
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 0.508
-score ADVANCE_FEE_3_NEW_MONEY 1.995
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.470
+score ADVANCE_FEE_3_NEW_MONEY 1.993
score ADVANCE_FEE_4_NEW 2.497
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 2.896
-score ADVANCE_FEE_5_NEW 1.495
+score ADVANCE_FEE_5_NEW 1.657
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.234
+score AD_PREFS 0.081
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APP_DEVELOPMENT_NORDNS 1.228
+score APP_DEVELOPMENT_NORDNS 1.223
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.654
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.716
score BIGNUM_EMAILS_FREEM 2.996
score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 2.997
-score BITCOIN_IMGUR 3.257
+score BITCOIN_DEADLINE 2.996
+score BITCOIN_IMGUR 2.204
score BITCOIN_MALF_HTML 3.496
score BITCOIN_SPAM_02 2.497
score BITCOIN_SPAM_03 2.497
score BITCOIN_SPAM_07 3.496
-score BITCOIN_SPAM_10 1.508
-score BITCOIN_XPRIO 2.102
+score BITCOIN_SPAM_10 0.698
+score BITCOIN_XPRIO 2.107
score BITCOIN_YOUR_INFO 2.996
score BODY_SINGLE_URI 2.497
-score BODY_SINGLE_WORD 2.497
-score BOGUS_MIME_VERSION 3.497
-score BOGUS_MSM_HDRS 2.310
-score CK_HELO_GENERIC 0.248
+score BOGUS_MIME_VERSION 3.496
+score BOGUS_MSM_HDRS 1.790
+score CK_HELO_GENERIC 0.249
score CONTENT_AFTER_HTML 2.497
score CTE_8BIT_MISMATCH 0.998
score DEAR_BENEFICIARY 0.001
-score DEAR_EMAIL_USER 2.399
-score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 2.077
-score EBAY_IMG_NOT_RCVD_EBAY 0.977
+score DEAR_EMAIL_USER 2.383
+score DSN_NO_MIMEVERSION 1.998
+score DYNAMIC_IMGUR 2.528
+score EBAY_IMG_NOT_RCVD_EBAY 1.030
score ENCRYPTED_MESSAGE -0.998
-score FAKE_REPLY_A1 2.624
-score FBI_MONEY 1.167
-score FBI_SPOOF 1.514
-score FILL_THIS_FORM 1.199
-score FONT_INVIS_DIRECT 0.119
+score FAKE_REPLY_A1 2.999
+score FBI_MONEY 1.700
+score FBI_SPOOF 1.623
+score FILL_THIS_FORM 1.207
+score FONT_INVIS_DIRECT 0.281
score FONT_INVIS_HTML_NOHTML 2.996
score FONT_INVIS_LONG_LINE 2.996
score FONT_INVIS_MSGID 2.497
score FONT_INVIS_NORDNS 1.001
-score FONT_INVIS_POSTEXTRAS 2.136
-score FORM_FRAUD_5 2.811
+score FONT_INVIS_POSTEXTRAS 1.893
+score FORM_FRAUD_5 2.589
score FOUND_YOU 3.246
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 2.996
-score FROM_ADDR_WS 2.996
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_2_EMAILS_SHORT 2.997
score FROM_MISSPACED 1.997
-score FROM_MISSP_DYNIP 1.307
+score FROM_MISSP_DYNIP 1.306
score FROM_MISSP_EH_MATCH 1.997
score FROM_MISSP_FREEMAIL 3.595
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.496
-score FROM_MISSP_TO_UNDISC 1.674
-score FROM_MISSP_USER 0.003
-score FROM_MULTI_NORDNS 0.358
-score FROM_NTLD_LINKBAIT 1.312
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_MISSP_TO_UNDISC 2.315
+score FROM_MISSP_USER 0.788
+score FROM_MULTI_NORDNS 0.371
+score FROM_NTLD_LINKBAIT 1.177
+score FROM_NTLD_REPLY_FREEMAIL 1.873
score FROM_SUSPICIOUS_NTLD 0.498
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FROM_UNBAL1 2.996
score FROM_UNBAL2 2.297
score FROM_WSP_TRAIL 2.397
-score FSL_CTYPE_WIN1251 1.100
-score FSL_NEW_HELO_USER 0.487
+score FSL_CTYPE_WIN1251 1.314
+score FSL_NEW_HELO_USER 0.036
score FUZZY_CLICK_HERE 2.197
-score FUZZY_WALLET 1.743
+score FUZZY_WALLET 1.554
score GB_FAKE_RF_SHORT 1.997
score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
score GOOGLE_DOC_SUSP 2.996
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 2.600
-score GOOG_STO_EMAIL_PHISH 2.829
-score GOOG_STO_HTML_PHISH 2.415
-score GOOG_STO_HTML_PHISH_MANY 3.999
+score GOOG_REDIR_NORDNS 2.615
+score GOOG_STO_EMAIL_PHISH 2.075
+score GOOG_STO_HTML_PHISH 0.363
+score GOOG_STO_HTML_PHISH_MANY 3.642
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
score HAS_X_OUTGOING_SPAM_STAT 1.997
@@ -102,83 +100,83 @@ score HDRS_MISSP 2.4
score HDR_ORDER_FTSDMCXX_DIRECT 1.997
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_LOTTO 0.999
+score HELO_NO_DOMAIN 0.001
+score HK_LOTTO 0.998
score HK_NAME_FM_MR_MRS 1.498
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 1.997
-score HK_WIN 0.717
-score HOSTED_IMG_DIRECT_MX 3.134
+score HK_WIN 0.228
+score HOSTED_IMG_DIRECT_MX 2.720
score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI 1.408
+score HOSTED_IMG_MULTI 1.370
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 0.254
+score HTML_ENTITY_ASCII 0.261
score HTML_FONT_TINY_NORDNS 1.498
score HTML_OFF_PAGE 2.996
-score HTML_TAG_BALANCE_CENTER 2.435
-score HTML_TEXT_INVISIBLE_STYLE 1.748
-score IMG_ONLY_FM_DOM_INFO 0.553
+score HTML_TAG_BALANCE_CENTER 2.625
+score HTML_TEXT_INVISIBLE_STYLE 1.559
+score IMG_ONLY_FM_DOM_INFO 0.550
score JH_SPAMMY_HEADERS 3.496
score LIST_PARTIAL_SHORT_MSG 2.497
-score LIST_PRTL_SAME_USER 1.786
+score LIST_PRTL_SAME_USER 1.785
score LONG_HEX_URI 2.996
-score LONG_IMG_URI 1.688
-score LONG_INVISIBLE_TEXT 1.100
+score LONG_IMG_URI 1.677
+score LONG_INVISIBLE_TEXT 1.115
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.997
-score MALWARE_NORDNS 2.099
+score MALWARE_NORDNS 2.114
score MALW_ATTACH 2.297
-score MANY_SPAN_IN_TEXT 3.286
-score MILLION_HUNDRED 0.001 # force non-zero
+score MANY_SPAN_IN_TEXT 3.335
+score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 1.606
-score MIXED_AREA_CASE 1.980
+score MIMEOLE_DIRECT_TO_MX 1.600
+score MIXED_AREA_CASE 1.760
score MIXED_CENTER_CASE 2.497
-score MIXED_ES 3.196
+score MIXED_ES 3.296
score MIXED_FONT_CASE 2.497
-score MIXED_HREF_CASE 0.771
-score MIXED_IMG_CASE 1.903
+score MIXED_HREF_CASE 0.034
+score MIXED_IMG_CASE 2.668
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.070
-score MONEY_FRAUD_3 2.926
-score MONEY_FRAUD_5 2.999
+score MONEY_FORM_SHORT 2.086
+score MONEY_FRAUD_3 2.999
+score MONEY_FRAUD_5 2.737
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.996
score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 0.540
+score MONEY_FROM_MISSP 0.541
score MONEY_NOHTML 2.497
-score MSGID_HDR_MALF 3.120
-score MSGID_NOFQDN1 0.891
-score NAME_EMAIL_DIFF 2.697
+score MSGID_HDR_MALF 3.037
+score MSGID_NOFQDN1 0.759
+score NAME_EMAIL_DIFF 2.696
score NA_DOLLARS 1.498
-score NICE_REPLY_A -0.243
+score NICE_REPLY_A -0.244
score NOT_SPAM 2.696
-score NO_FM_NAME_IP_HOSTN 1.504
-score NSL_RCVD_FROM_USER 0.627
-score NSL_RCVD_HELO_USER 0.191
+score NO_FM_NAME_IP_HOSTN 1.622
+score NSL_RCVD_FROM_USER 0.296
+score NSL_RCVD_HELO_USER 1.079
score NUMBEREND_LINKBAIT 0.998
score OBFU_TEXT_ATTACH 1.597
score ODD_FREEM_REPTO 2.996
-score OFFER_ONLY_AMERICA 0.823
+score OFFER_ONLY_AMERICA 1.657
score ONLINE_MKTG_CNSLT 2.796
-score ORDER_TODAY 0.900
+score ORDER_TODAY 0.987
score PDS_BAD_THREAD_QP_64 0.998
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.998
score PDS_DBL_URL_TNB_RUNON 1.997
score PDS_EMPTYSUBJ_URISHRT 1.498
-score PDS_FRNOM_TODOM_DBL_URL 1.132
-score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FRNOM_TODOM_DBL_URL 0.441
+score PDS_FRNOM_TODOM_NAKED_TO 1.498
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_HP_HELO_NORDNS 0.999
+score PDS_HP_HELO_NORDNS 0.998
score PDS_NAKED_TO_NUMERO 1.997
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.001 # force non-zero
-score PDS_OTHER_BAD_TLD 1.998
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.001
+score PDS_OTHER_BAD_TLD 1.997
score PDS_PHP_EVAL 1.498
score PDS_PRO_TLD 0.998
score PDS_SHORTFWD_URISHRT_QP 1.498
@@ -188,17 +186,17 @@ score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
score PDS_TO_EQ_FROM_NAME 3.096
-score PHISH_FBASEAPP 2.908
+score PHISH_FBASEAPP 1.375
score PHP_ORIG_SCRIPT 2.497
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
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 0.009
-score RDNS_NUM_TLD_XM 0.611
+score RATWARE_NO_RDNS 0.802
+score RDNS_NUM_TLD_XM 1.587
score READY_TO_SHIP 1.248
-score REPLYTO_EMPTY 3.895
+score REPLYTO_EMPTY 3.995
score REPTO_419_FRAUD 2.996
score REPTO_419_FRAUD_CNS 2.996
score REPTO_419_FRAUD_GM 2.996
@@ -206,63 +204,61 @@ score REPTO_419_FRAUD_GM_LOOSE 0.9
score REPTO_419_FRAUD_QQ 2.996
score RISK_FREE 3.296
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 3.761
+score SERGIO_SUBJECT_VIAGRA01 3.363
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.696
-score SHORTENER_SHORT_IMG 1.772
+score SHORTENER_SHORT_IMG 1.075
score SHORTENER_SHORT_SUBJ 2.996
-score SHORT_IMG_SUSP_NTLD 1.281
+score SHORT_IMG_SUSP_NTLD 0.672
score SHORT_SHORTNER 1.997
score STATIC_XPRIO_OLE 1.997
-score STOX_BOUND_090909_B 0.598
+score STOX_BOUND_090909_B 0.581
score SUBJ_ATTENTION 0.498
score SUBJ_OBFU_PUNCT_MANY 0.001
score SUSP_UTF8_WORD_FROM 1.997
score SUSP_UTF8_WORD_SUBJ 1.997
score THIS_AD 0.998
-score THIS_IS_ADV_SUSP_NTLD 0.767
+score THIS_IS_ADV_SUSP_NTLD 1.499
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
-score TO_EQ_FM_DIRECT_MX 0.741
+score TO_EQ_FM_DIRECT_MX 0.785
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 1.599
+score TO_NAME_SUBJ_NO_RDNS 1.602
score TO_NO_BRKTS_FROM_MSSP 2.497
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_NORDNS_HTML 1.997
score TO_NO_BRKTS_PCNT 2.497
score TRANSFORM_LIFE 2.497
-score TVD_IP_HEX 1.936
-score TVD_IP_SING_HEX 0.705
-score TVD_PH_BODY_META 2.796
+score TVD_IP_HEX 1.861
+score TVD_IP_SING_HEX 1.261
+score TVD_PH_BODY_META 2.797
score TVD_RCVD_SPACE_BRACKET 2.596
score UNDISC_FREEM 3.196
score UNDISC_MONEY 3.496
score UNICODE_OBFU_ASC 2.497
score URI_DOTEDU 1.997
-score URI_DQ_UNSUB 2.197
-score URI_FIREBASEAPP 2.997
+score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 2.896
score URI_GOOG_STO_SPAMMY 2.996
-score URI_HEX_IP 2.196
-score URI_LONG_REPEAT 1.082
-score URI_OBFU_DOM 2.197
+score URI_HEX_IP 1.322
+score URI_LONG_REPEAT 0.898
score URI_PHISH 3.995
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
score URI_WPADMIN 2.497
-score URI_WP_DIRINDEX 1.883
+score URI_WP_DIRINDEX 1.780
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 1.880
-score WANT_TO_ORDER 1.437
-score WIKI_IMG 2.896
+score VFY_ACCT_NORDNS 1.882
+score WANT_TO_ORDER 2.264
+score WIKI_IMG 2.796
score WORD_INVIS 2.996
score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 2.682
+score XFER_LOTSA_MONEY 0.998
+score XM_DIGITS_ONLY 2.859
score XM_RANDOM 2.497
score XM_RECPTID 2.996
-score YOUR_DELIVERY_ADDRESS 0.037
-score YOU_INHERIT 2.596
+score YOUR_DELIVERY_ADDRESS 0.036
+score YOU_INHERIT 2.497
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -304,6 +300,7 @@ 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_ADDR_WS 1.000
score FROM_NUMERIC_TLD 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_BITCOIN_CP 1.000

Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1890743&r1=1890742&r2=1890743&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Jun 13 02:44:37 2021
@@ -1,289 +1,296 @@
-# Using score set 1 logs for revision 1890491 from:
-# ham-net-axb-coi-bulk.r1890491.log ham-net-axb-generic.r1890491.log ham-net-axb-ham-misc.r1890491.log ham-net-darxus.r1890491.log ham-net-ena-week0.r1890491.log ham-net-ena-week1.r1890491.log ham-net-ena-week2.r1890491.log ham-net-ena-week3.r1890491.log ham-net-ena-week4.r1890491.log ham-net-giovanni-ham.r1890491.log ham-net-giovanni-spammy.r1890491.log ham-net-giovanni-spam.r1890491.log ham-net-grenier.r1890491.log ham-net-hege.r1890491.log ham-net-jhardin.r1890491.log ham-net-llanga.r1890491.log ham-net-mmiroslaw-mails-ham.r1890491.log ham-net-mmiroslaw-mails-spam.r1890491.log ham-net-pds.r1890491.log ham-net-spamsponge.r1890491.log ham-net-thendrikx.r1890491.log ham-net-tsz-spam-corpus.r1890491.log spam-net-axb-coi-bulk.r1890491.log spam-net-axb-generic.r1890491.log spam-net-axb-ham-misc.r1890491.log spam-net-darxus.r1890491.log spam-net-ena-week0.r1890491.log spam-net-ena-week1.r1890491.log spam-net-ena-week2.r1890491.log spam-net-ena-week3.r1890491.log spam-net-ena-week4.r1890
491.log spam-net-giovanni-ham.r1890491.log spam-net-giovanni-spammy.r1890491.log spam-net-giovanni-spam.r1890491.log spam-net-grenier.r1890491.log spam-net-hege.r1890491.log spam-net-jhardin.r1890491.log spam-net-llanga.r1890491.log spam-net-mmiroslaw-mails-ham.r1890491.log spam-net-mmiroslaw-mails-spam.r1890491.log spam-net-pds.r1890491.log spam-net-spamsponge.r1890491.log spam-net-thendrikx.r1890491.log spam-net-tsz-spam-corpus.r1890491.log
+# Using score set 1 logs for revision 1890714 from:
+# ham-net-axb-coi-bulk.r1890714.log ham-net-axb-generic.r1890714.log ham-net-axb-ham-misc.r1890714.log ham-net-darxus.r1890714.log ham-net-ena-week0.r1890714.log ham-net-ena-week1.r1890714.log ham-net-ena-week2.r1890714.log ham-net-ena-week3.r1890714.log ham-net-ena-week4.r1890714.log ham-net-grenier.r1890714.log ham-net-hege.r1890714.log ham-net-jhardin.r1890714.log ham-net-llanga.r1890714.log ham-net-mmiroslaw-mails-ham.r1890714.log ham-net-mmiroslaw-mails-spam.r1890714.log ham-net-pds.r1890714.log ham-net-spamsponge.r1890714.log ham-net-thendrikx.r1890714.log ham-net-tsz-spam-corpus.r1890714.log spam-net-axb-coi-bulk.r1890714.log spam-net-axb-generic.r1890714.log spam-net-axb-ham-misc.r1890714.log spam-net-darxus.r1890714.log spam-net-ena-week0.r1890714.log spam-net-ena-week1.r1890714.log spam-net-ena-week2.r1890714.log spam-net-ena-week3.r1890714.log spam-net-ena-week4.r1890714.log spam-net-grenier.r1890714.log spam-net-hege.r1890714.log spam-net-jhardin.r1890714.log spam-net-ll
anga.r1890714.log spam-net-mmiroslaw-mails-ham.r1890714.log spam-net-mmiroslaw-mails-spam.r1890714.log spam-net-pds.r1890714.log spam-net-spamsponge.r1890714.log spam-net-thendrikx.r1890714.log spam-net-tsz-spam-corpus.r1890714.log

score ACCT_PHISHING_MANY 2.996
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
+score AC_DIV_BONANZA 0.001 # force non-zero
score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
+score AC_POST_EXTRAS 2.497
score ADMITS_SPAM 3.895
-score ADVANCE_FEE_2_NEW_FORM 1.540
+score ADVANCE_FEE_2_NEW_FORM 1.526
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.690
-score ADVANCE_FEE_3_NEW 1.948
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.192
-score ADVANCE_FEE_3_NEW_MONEY 0.086
-score ADVANCE_FEE_4_NEW 0.648
+score ADVANCE_FEE_2_NEW_MONEY 1.203
+score ADVANCE_FEE_3_NEW 1.935
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.848
+score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW 2.397
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 2.896
-score ADVANCE_FEE_5_NEW 2.397
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 0.733
+score ADVANCE_FEE_5_NEW 0.001
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.498
score ALIBABA_IMG_NOT_RCVD_ALI 2.497
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.794
+score APP_DEVELOPMENT_NORDNS 0.836
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.842
-score BIGNUM_EMAILS_FREEM 2.999
-score BIGNUM_EMAILS_MANY 2.997
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.085
+score BIGNUM_EMAILS_FREEM 1.720
+score BIGNUM_EMAILS_MANY 2.999
score BITCOIN_DEADLINE 2.996
-score BITCOIN_IMGUR 3.499
+score BITCOIN_IMGUR 1.683
score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
-score BITCOIN_SPAM_02 1.799
+score BITCOIN_SPAM_02 2.497
score BITCOIN_SPAM_03 2.497
-score BITCOIN_SPAM_05 2.290
-score BITCOIN_SPAM_07 1.859
-score BITCOIN_XPRIO 1.002
-score BITCOIN_YOUR_INFO 2.760
+score BITCOIN_SPAM_05 2.354
+score BITCOIN_SPAM_07 3.496
+score BITCOIN_SPAM_10 0.651
+score BITCOIN_XPRIO 0.599
+score BITCOIN_YOUR_INFO 1.959
score BODY_SINGLE_URI 2.497
-score BODY_SINGLE_WORD 1.386
-score BODY_URI_ONLY 2.996
-score BOGUS_MIME_VERSION 3.175
-score CK_HELO_GENERIC 0.249
+score BODY_URI_ONLY 2.813
+score BOGUS_MIME_VERSION 2.241
+score BOGUS_MSM_HDRS 2.999
+score CK_HELO_GENERIC 0.092
score CONTENT_AFTER_HTML 2.497
-score CTE_8BIT_MISMATCH 0.001
+score CTE_8BIT_MISMATCH 0.998
score DEAR_BENEFICIARY 0.001
-score DEAR_EMAIL_USER 2.299
+score DEAR_EMAIL_USER 1.452
score DKIMWL_BL 2.996
score DKIMWL_WL_HIGH -0.199
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001
+score DKIMWL_WL_MEDHI -0.998
score DSN_NO_MIMEVERSION 1.997
-score DYNAMIC_IMGUR 1.492
-score EBAY_IMG_NOT_RCVD_EBAY 2.067
+score DX_TEXT_03 1.697
+score EBAY_IMG_NOT_RCVD_EBAY 1.826
score ENCRYPTED_MESSAGE -0.998
-score FAKE_REPLY_A1 2.697
-score FBI_MONEY 1.253
-score FBI_SPOOF 1.999
-score FILL_THIS_FORM 0.001
+score FAKE_REPLY_A1 2.596
+score FBI_MONEY 0.803
+score FBI_SPOOF 0.001
+score FILL_THIS_FORM 0.001 # force non-zero
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_MSGID 2.497
-score FONT_INVIS_NORDNS 2.497
-score FORGED_SPF_HELO 1.997
-score FORM_FRAUD 0.882
+score FONT_INVIS_HTML_NOHTML 1.360
+score FONT_INVIS_LONG_LINE 2.996
+score FONT_INVIS_MSGID 1.858
+score FONT_INVIS_NORDNS 2.228
+score FONT_INVIS_POSTEXTRAS 3.496
+score FORGED_SPF_HELO 2.197
+score FORM_FRAUD 0.998
score FORM_FRAUD_3 0.001
-score FORM_FRAUD_5 2.702
-score FOUND_YOU 0.001
+score FORM_FRAUD_5 2.996
+score FOUND_YOU 2.534
score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROM_2_EMAILS_SHORT 2.996
-score FROM_ADDR_WS 2.997
+score FROM_2_EMAILS_SHORT 1.959
score FROM_BANK_NOAUTH 0.998
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.998
score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_REPLYTO_FREEMAIL 0.114
+score FROM_GOV_DKIM_AU -0.866
score FROM_GOV_SPOOF 0.998
-score FROM_IN_TO_AND_SUBJ 2.065
-score FROM_MISSPACED 0.242
-score FROM_MISSP_DYNIP 1.895
-score FROM_MISSP_EH_MATCH 0.200
-score FROM_MISSP_FREEMAIL 3.496
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.496
-score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 0.903
+score FROM_IN_TO_AND_SUBJ 0.001
+score FROM_MISSPACED 1.601
+score FROM_MISSP_DYNIP 2.043
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 2.616
+score FROM_MISSP_MSFT 0.635
+score FROM_MISSP_PHISH 3.497
+score FROM_MISSP_SPF_FAIL 1.494
+score FROM_MISSP_TO_UNDISC 1.820
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.295
-score FROM_NTLD_REPLY_FREEMAIL 1.074
+score FROM_MULTI_NORDNS 1.685
+score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.593
+score FROM_SUSPICIOUS_NTLD_FP 1.973
+score FROM_UNBAL1 2.896
score FROM_UNBAL2 2.197
score FROM_WSP_TRAIL 2.297
-score FSL_BULK_SIG 2.134
+score FSL_BULK_SIG 2.443
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 2.097
-score GB_FAKE_RF_SHORT 1.051
-score GB_FREEMAIL_DISPTO 0.001
+score FUZZY_CLICK_HERE 2.197
+score GB_FAKE_RF_SHORT 0.993
+score GB_FREEMAIL_DISPTO 0.498
score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
score GOOGLE_DOC_SUSP 2.996
-score GOOG_REDIR_HTML_ONLY 0.001
-score GOOG_REDIR_NORDNS 3.124
-score GOOG_STO_EMAIL_PHISH 2.425
-score GOOG_STO_HTML_PHISH 0.001
-score GOOG_STO_HTML_PHISH_MANY 3.273
+score GOOG_REDIR_HTML_ONLY 0.001 # force non-zero
+score GOOG_REDIR_NORDNS 3.123
+score GOOG_STO_EMAIL_PHISH 2.332
+score GOOG_STO_HTML_PHISH 1.911
+score GOOG_STO_HTML_PHISH_MANY 1.715
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.799
-score HDRS_LCASE_IMGONLY 0.098
+score HAS_X_OUTGOING_SPAM_STAT 0.809
+score HDRS_LCASE_IMGONLY 0.099
score HDRS_MISSP 2.497
-score HDR_ORDER_FTSDMCXX_DIRECT 1.810
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.998
-score HK_NAME_FM_MR_MRS 0.766
-score HK_NAME_MR_MRS 0.998
+score HK_NAME_FM_MR_MRS 0.847
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.998
score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 0.999
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 1.118
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.797
+score HK_WIN 0.105
+score HOSTED_IMG_DIRECT_MX 3.093
score HOSTED_IMG_FREEM 3.496
-score HOSTED_IMG_MULTI 1.503
+score HOSTED_IMG_MULTI 1.479
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 1.962
-score HTML_FONT_TINY_NORDNS 1.498
-score HTML_OFF_PAGE 2.996
+score HTML_ENTITY_ASCII 1.977
+score HTML_FONT_TINY_NORDNS 1.499
+score HTML_OFF_PAGE 2.964
score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 3.096
-score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 1.772
-score IMG_ONLY_FM_DOM_INFO 1.587
-score JH_SPAMMY_HEADERS 3.497
-score KHOP_HELO_FCRDNS 0.398
+score HTML_TAG_BALANCE_CENTER 3.296
+score HTML_TEXT_INVISIBLE_FONT 0.512
+score HTML_TEXT_INVISIBLE_STYLE 1.766
+score IMG_ONLY_FM_DOM_INFO 2.497
+score JH_SPAMMY_HEADERS 3.496
+score KHOP_HELO_FCRDNS 0.399
score LIST_PARTIAL_SHORT_MSG 2.497
-score LIST_PRTL_SAME_USER 1.718
-score LONG_HEX_URI 0.362
-score LONG_IMG_URI 0.388
-score LONG_INVISIBLE_TEXT 1.226
+score LIST_PRTL_SAME_USER 2.996
+score LONG_HEX_URI 0.373
+score LONG_IMG_URI 0.851
+score LONG_INVISIBLE_TEXT 0.253
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.499
+score LOTTO_AGENT 0.213
score LOTTO_DEPT 1.997
-score MALWARE_NORDNS 1.776
-score MANY_SPAN_IN_TEXT 1.890
-score MILLION_HUNDRED 0.001
+score MALWARE_NORDNS 1.524
+score MALW_ATTACH 2.197
+score MANY_SPAN_IN_TEXT 3.447
+score MILLION_HUNDRED 0.001 # force non-zero
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 0.827
-score MIXED_CENTER_CASE 1.013
-score MIXED_ES 3.097
-score MIXED_FONT_CASE 0.001
-score MIXED_HREF_CASE 1.843
-score MIXED_IMG_CASE 1.519
+score MIXED_AREA_CASE 0.753
+score MIXED_CENTER_CASE 0.067
+score MIXED_ES 3.196
+score MIXED_FONT_CASE 1.284
+score MIXED_HREF_CASE 1.125
+score MIXED_IMG_CASE 1.690
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.276
-score MONEY_FRAUD_3 2.896
-score MONEY_FRAUD_5 2.896
+score MONEY_FORM_SHORT 1.686
+score MONEY_FRAUD_3 2.711
+score MONEY_FRAUD_5 2.899
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.753
-score MONEY_FROM_41 1.997
-score MONEY_FROM_MISSP 0.001
+score MONEY_FREEMAIL_REPTO 1.425
+score MONEY_FROM_41 1.998
+score MONEY_FROM_MISSP 0.798
score MONEY_NOHTML 2.497
score MSGID_HDR_MALF 3.496
-score MSGID_NOFQDN1 0.502
-score MSM_PRIO_REPTO 2.497
-score NA_DOLLARS 1.498
-score NICE_REPLY_A -0.001
-score NOT_SPAM 2.297
+score MSGID_NOFQDN1 2.761
+score NAME_EMAIL_DIFF 2.264
+score NA_DOLLARS 0.921
+score NICE_REPLY_A -0.144
+score NOT_SPAM 2.696
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 2.696
-score NUMBEREND_LINKBAIT 0.062
+score NUMBEREND_LINKBAIT 0.782
score OBFU_TEXT_ATTACH 1.597
-score ODD_FREEM_REPTO 2.944
+score ODD_FREEM_REPTO 2.242
score ONLINE_MKTG_CNSLT 2.696
+score ORDER_TODAY 2.499
score PDS_BAD_THREAD_QP_64 0.998
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.997
-score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_EMPTYSUBJ_URISHRT 0.001
-score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_BTC_ID 0.498
+score PDS_BTC_MSGID 0.998
+score PDS_DBL_URL_TNB_RUNON 1.323
+score PDS_EMPTYSUBJ_URISHRT 1.498
+score PDS_FRNOM_TODOM_DBL_URL 1.431
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 3.496
+score PDS_FROM_2_EMAILS 1.977
score PDS_FROM_NAME_TO_DOMAIN 1.997
-score PDS_NAKED_TO_NUMERO 0.239
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.079
+score PDS_HP_HELO_NORDNS 0.164
+score PDS_NAKED_TO_NUMERO 1.997
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.278
score PDS_OTHER_BAD_TLD 1.997
score PDS_PHP_EVAL 1.498
+score PDS_PRO_TLD 0.998
score PDS_SHORTFWD_URISHRT_QP 1.498
score PDS_SHORT_SPOOFED_URL 1.997
-score PDS_TINYSUBJ_URISHRT 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PDS_TINYSUBJ_URISHRT 0.022
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
-score PHISH_FBASEAPP 2.588
+score PDS_TO_EQ_FROM_NAME 3.296
+score PHISH_FBASEAPP 2.642
score PHP_ORIG_SCRIPT 2.497
score PHP_ORIG_SCRIPT_EVAL 2.996
score PHP_SCRIPT 2.497
-score POSSIBLE_PAYPAL_PHISH_01 2.696
-score POSSIBLE_PAYPAL_PHISH_02 2.696
-score PP_MIME_FAKE_ASCII_TEXT 0.998
-score RAND_HEADER_LIST_SPOOF 2.996
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RAND_HEADER_LIST_SPOOF 2.997
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 2.403
+score RATWARE_NO_RDNS 1.742
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.377
+score RDNS_NUM_TLD_XM 1.739
score READY_TO_SHIP 1.248
-score REPLYTO_EMPTY 3.795
+score REPLYTO_EMPTY 3.623
score REPTO_419_FRAUD 2.996
-score REPTO_419_FRAUD_GM 2.835
+score REPTO_419_FRAUD_CNS 2.670
+score REPTO_419_FRAUD_GM 2.731
score REPTO_419_FRAUD_GM_LOOSE 0.998
-score REPTO_419_FRAUD_QQ 2.386
-score RISK_FREE 1.840
+score REPTO_419_FRAUD_QQ 2.319
+score RISK_FREE 3.096
score SENDGRID_REDIR 1.498
-score SERGIO_SUBJECT_VIAGRA01 3.296
-score SHARE_50_50 2.078
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.497
-score SHORTENER_SHORT_IMG 2.178
+score SERGIO_SUBJECT_VIAGRA01 4.495
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.498
+score SHORTENED_URL_SRC 2.596
+score SHORTENER_SHORT_IMG 1.040
score SHORTENER_SHORT_SUBJ 2.996
score SHORT_SHORTNER 1.997
-score SINGLETS_LOW_CONTRAST 1.123
+score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
score SPOOFED_FREEMAIL 1.997
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.997
-score SPOOF_GMAIL_MID 0.326
-score STATIC_XPRIO_OLE 0.197
-score STOX_BOUND_090909_B 1.473
+score SPOOFED_FREEM_REPTO 2.497
+score SPOOF_GMAIL_MID 1.498
+score STATIC_XPRIO_OLE 1.997
+score STOCK_LOW_CONTRAST 1.559
+score STOX_BOUND_090909_B 2.486
score SUBJ_ATTENTION 0.498
+score SUBJ_OBFU_PUNCT_MANY 1.997
score SUSP_UTF8_WORD_FROM 1.997
score SUSP_UTF8_WORD_SUBJ 1.997
-score THIS_AD 0.949
-score THIS_IS_ADV_SUSP_NTLD 1.499
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 0.502
+score THIS_AD 1.098
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 2.497
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 1.398
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 0.889
+score TO_NAME_SUBJ_NO_RDNS 0.001
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.519
+score TO_NO_BRKTS_HTML_IMG 1.885
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_NORDNS_HTML 1.201
+score TO_NO_BRKTS_NORDNS_HTML 1.487
score TO_NO_BRKTS_PCNT 2.497
score TRANSFORM_LIFE 2.497
-score TVD_IP_HEX 3.044
-score TVD_IP_SING_HEX 0.827
-score TVD_RCVD_SPACE_BRACKET 1.338
+score TVD_IP_HEX 1.116
+score TVD_IP_SING_HEX 1.620
+score TVD_PH_BODY_META 2.696
+score TVD_RCVD_SPACE_BRACKET 1.139
+score TVD_SPACE_ENCODED 0.001
+score TVD_SPACE_RATIO_MINFP 0.166
score UNDISC_FREEM 2.996
score UNDISC_MONEY 3.396
-score UNICODE_OBFU_ASC 2.497
+score UPGRADE_MAILBOX 2.097
score URI_DOTEDU 1.997
-score URI_DQ_UNSUB 2.153
score URI_FIREBASEAPP 2.996
score URI_GOOGLE_PROXY 2.896
-score URI_GOOG_STO_SPAMMY 2.997
-score URI_HEX_IP 1.306
-score URI_LONG_REPEAT 1.430
-score URI_OBFU_DOM 2.197
-score URI_ONLY_MSGID_MALF 1.698
-score URI_PHISH 2.702
+score URI_GOOG_STO_SPAMMY 2.996
+score URI_HEX_IP 2.320
+score URI_LONG_REPEAT 0.215
+score URI_ONLY_MSGID_MALF 1.732
+score URI_PHISH 2.567
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
-score URI_WPADMIN 2.497
-score URI_WP_DIRINDEX 2.594
+score URI_WPADMIN 2.397
+score URI_WP_DIRINDEX 3.496
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.903
-score WANT_TO_ORDER 1.226
-score WIKI_IMG 2.800
+score VFY_ACCT_NORDNS 2.892
+score WANT_TO_ORDER 1.309
+score WIKI_IMG 1.356
+score WORD_INVIS_MANY 2.997
score XFER_LOTSA_MONEY 0.998
-score XM_DIGITS_ONLY 2.849
+score XM_DIGITS_ONLY 2.456
score XM_RANDOM 2.497
score XM_RECPTID 2.996
-score YOUR_DELIVERY_ADDRESS 0.926
-score YOU_INHERIT 2.397
-score AC_POST_EXTRAS 1.000
+score YOUR_DELIVERY_ADDRESS 1.057
+score YOU_INHERIT 2.497
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -306,11 +313,9 @@ score BITCOIN_SPAM_04 1.0
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_08 1.000
score BITCOIN_SPAM_09 1.000
-score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BITCOIN_SPF_ONLYALL 1.000
-score BOGUS_MSM_HDRS 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
score BTC_ORG 1.000
@@ -320,15 +325,16 @@ score COMMENT_GIBBERISH 1.0
score DAY_I_EARNED 1.000
score DKIMWL_BLOCKED 0.001
score DOTGOV_IMAGE 1.000
+score DYNAMIC_IMGUR 1.000
score END_FUTURE_EMAILS 1.000
score ENVFROM_GOOG_TRIX 1.000
score FONT_INVIS_DOTGOV 1.000
-score FONT_INVIS_LONG_LINE 1.000
-score FONT_INVIS_POSTEXTRAS 1.000
score FORM_LOW_CONTRAST 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
+score FROM_ADDR_WS 1.000
score FROM_FMBLA_NDBLOCKED 0.001
+score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_NEWDOM_BTC 1.000
score FROM_NTLD_LINKBAIT 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
@@ -361,6 +367,7 @@ score MONERO_EXTORT_01 1.0
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
score MSGID_DOLLARS_URI_IMG 1.000
+score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score OBFU_BITCOIN 1.000
score OFFER_ONLY_AMERICA 1.000
@@ -381,7 +388,6 @@ score RCVD_DOTEDU_SUSP_URI 1.0
score RDNS_NUM_TLD_ATCHNX 1.000
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
-score REPTO_419_FRAUD_CNS 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
@@ -394,13 +400,14 @@ score SEO_SUSP_NTLD 1.0
score SHORT_IMG_SUSP_NTLD 1.000
score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
-score STOCK_LOW_CONTRAST 1.000
score STOCK_TIP 1.000
score SUSPNTLD_EXPIRATION_EXTORT 1.000
score SYSADMIN 1.000
+score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
+score UNICODE_OBFU_ASC 1.000
score UNICODE_OBFU_ZW 1.000
score URI_ADOBESPARK 1.000
score URI_AZURE_CLOUDAPP 1.000
@@ -414,6 +421,5 @@ score USB_DRIVES 1.0
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 1.000
-score WORD_INVIS_MANY 1.000
score XPRIO 1.000
score XPRIO_SHORT_SUBJ 1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1890743&r1=1890742&r2=1890743&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Jun 13 02:44:37 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 282239 47.528% (99.689% of non-spam corpus)
-# Correctly spam: 170523 28.715% (54.880% of spam corpus)
-# False positives: 880 0.148% (0.311% of nonspam, 30372 weighted)
-# False negatives: 140195 23.608% (45.120% of spam, 256558 weighted)
-# Average score for spam: 8.4 nonspam: 0.6
+# Correctly non-spam: 282244 47.529% (99.691% of non-spam corpus)
+# Correctly spam: 170509 28.713% (54.876% of spam corpus)
+# False positives: 875 0.147% (0.309% of nonspam, 30133 weighted)
+# False negatives: 140208 23.611% (45.124% of spam, 255725 weighted)
+# Average score for spam: 8.3 nonspam: 0.6
# Average for false-pos: 6.3 false-neg: 1.8
-# TOTAL: 593837 100.00%
+# TOTAL: 593836 100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 35303 99.69%
-# Correctly spam: 21041 54.29%
+# Correctly spam: 21103 54.45%
# False positives: 111 0.31%
-# False negatives: 17715 45.71%
-# TCR(l=50): 1.665850 SpamRecall: 54.291% SpamPrec: 99.475%
+# False negatives: 17653 45.55%
+# TCR(l=50): 1.670301 SpamRecall: 54.451% SpamPrec: 99.477%

##### 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: 272913 96.40%
-# Correctly spam: 140077 45.08%
+# Correctly spam: 139935 45.04%
# False positives: 10206 3.60%
-# False negatives: 170641 54.92%
-# TCR(l=50): 0.456307 SpamRecall: 45.082% SpamPrec: 93.209%
+# False negatives: 170782 54.96%
+# TCR(l=50): 0.456211 SpamRecall: 45.036% SpamPrec: 93.202%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 34145 96.42%
-# Correctly spam: 17298 44.63%
+# Correctly spam: 17369 44.82%
# False positives: 1269 3.58%
-# False negatives: 21458 55.37%
-# TCR(l=50): 0.456447 SpamRecall: 44.633% SpamPrec: 93.165%
+# False negatives: 21387 55.18%
+# TCR(l=50): 0.456829 SpamRecall: 44.816% SpamPrec: 93.191%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1890743&r1=1890742&r2=1890743&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Jun 13 02:44:37 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 280813 47.891% (99.603% of non-spam corpus)
-# Correctly spam: 225379 38.437% (74.033% of spam corpus)
-# False positives: 1119 0.191% (0.397% of nonspam, 79831 weighted)
-# False negatives: 79053 13.482% (25.967% of spam, 178632 weighted)
-# Average score for spam: 10.0 nonspam: -0.6
-# Average for false-pos: 6.6 false-neg: 2.3
-# TOTAL: 586364 100.00%
+# Correctly non-spam: 277118 47.927% (99.243% of non-spam corpus)
+# Correctly spam: 233103 40.315% (77.968% of spam corpus)
+# False positives: 2113 0.365% (0.757% of nonspam, 143069 weighted)
+# False negatives: 65869 11.392% (22.032% of spam, 132565 weighted)
+# Average score for spam: 15.1 nonspam: -0.5
+# Average for false-pos: 6.3 false-neg: 2.0
+# TOTAL: 578203 100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35108 99.56%
-# Correctly spam: 28138 74.06%
-# False positives: 154 0.44%
-# False negatives: 9854 25.94%
-# TCR(l=50): 2.164293 SpamRecall: 74.063% SpamPrec: 99.456%
+# Correctly non-spam: 34702 99.34%
+# Correctly spam: 29279 78.46%
+# False positives: 232 0.66%
+# False negatives: 8040 21.54%
+# TCR(l=50): 1.900153 SpamRecall: 78.456% SpamPrec: 99.214%

##### 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: 278909 98.93%
-# Correctly spam: 124139 40.78%
-# False positives: 3023 1.07%
-# False negatives: 180293 59.22%
-# TCR(l=50): 0.918505 SpamRecall: 40.777% SpamPrec: 97.623%
+# Correctly non-spam: 276364 98.97%
+# Correctly spam: 158521 53.02%
+# False positives: 2867 1.03%
+# False negatives: 140451 46.98%
+# TCR(l=50): 1.053456 SpamRecall: 53.022% SpamPrec: 98.224%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 34890 98.95%
-# Correctly spam: 15646 41.18%
-# False positives: 372 1.05%
-# False negatives: 22346 58.82%
-# TCR(l=50): 0.927856 SpamRecall: 41.182% SpamPrec: 97.678%
+# Correctly non-spam: 34612 99.08%
+# Correctly spam: 19917 53.37%
+# False positives: 322 0.92%
+# False negatives: 17402 46.63%
+# TCR(l=50): 1.113933 SpamRecall: 53.370% SpamPrec: 98.409%