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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/06/04 02:45:13 UTC
svn commit: r1910216 [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=1910216&r1=1910215&r2=1910216&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sun Jun 4 02:45:13 2023
@@ -6,101 +6,101 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
score ADMITS_SPAM 3.196
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.399
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.264
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 2.996
+score ADVANCE_FEE_3_NEW 2.992
score ADVANCE_FEE_3_NEW_MONEY 3.196
score ADVANCE_FEE_4_NEW 2.397
-score ADVANCE_FEE_4_NEW_MONEY 2.438
-score ADVANCE_FEE_5_NEW 1.009
+score ADVANCE_FEE_4_NEW_MONEY 2.441
+score ADVANCE_FEE_5_NEW 0.997
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 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 0.001 # force non-zero
+score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XM_FORGED_OL2600 1.628
+score AXB_XM_FORGED_OL2600 1.921
score BIGNUM_EMAILS_FREEM 0.001
score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 2.996
-score BITCOIN_EXTORT_01 3.015
-score BITCOIN_MALF_HTML 2.591
-score BITCOIN_MALWARE 2.611
-score BITCOIN_OBFU_SUBJ 2.078
-score BITCOIN_SPAM_02 2.450
-score BITCOIN_SPAM_03 1.503
-score BITCOIN_SPAM_07 2.996
+score BITCOIN_DEADLINE 2.997
+score BITCOIN_EXTORT_01 2.788
+score BITCOIN_MALF_HTML 2.573
+score BITCOIN_MALWARE 2.642
+score BITCOIN_OBFU_SUBJ 0.549
+score BITCOIN_SPAM_02 2.107
+score BITCOIN_SPAM_03 1.507
+score BITCOIN_SPAM_07 3.000
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 2.996
score BODY_SINGLE_URI 2.497
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 2.170
+score BODY_URI_ONLY 2.169
score BOGUS_MIME_VERSION 3.496
-score CANT_SEE_AD 2.466
-score CK_HELO_GENERIC 0.249
+score CANT_SEE_AD 1.329
+score CK_HELO_GENERIC 0.248
score COMPENSATION 1.498
score CTE_8BIT_MISMATCH 0.998
score DATE_IN_FUTURE_Q_PLUS 3.895
score DEAR_BENEFICIARY 0.001
score DOS_BODY_HIGH_NO_MID 0.001
-score DSN_NO_MIMEVERSION 1.998
-score ENCRYPTED_MESSAGE -0.998
+score DSN_NO_MIMEVERSION 1.997
+score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.497
-score FAKE_REPLY_A1 1.417
-score FAKE_REPLY_B 1.017
-score FILL_THIS_FORM 0.701
+score FAKE_REPLY_A1 2.307
+score FAKE_REPLY_B 3.469
+score FILL_THIS_FORM 0.797
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 1.249
-score FONT_INVIS_POSTEXTRAS 0.155
-score FORM_FRAUD 0.288
-score FORM_FRAUD_3 2.499
+score FONT_INVIS_MSGID 0.677
+score FONT_INVIS_POSTEXTRAS 0.163
+score FORM_FRAUD 0.195
+score FORM_FRAUD_3 2.490
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 2.996
-score FROM_IN_TO_AND_SUBJ 1.998
+score FROM_IN_TO_AND_SUBJ 1.997
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.747
+score FROM_MISSP_DYNIP 1.750
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 3.145
+score FROM_MISSP_FREEMAIL 3.143
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 1.406
+score FROM_MISSP_REPLYTO 1.399
score FROM_MISSP_USER 0.001
score FROM_MULTI_NORDNS 0.001
-score FROM_NTLD_LINKBAIT 0.294
-score FROM_NTLD_REPLY_FREEMAIL 0.001
+score FROM_NTLD_LINKBAIT 0.380
+score FROM_NTLD_REPLY_FREEMAIL 0.189
score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.998
-score FROM_UNBAL1 1.731
-score FROM_UNBAL2 3.197
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FROM_UNBAL1 1.613
+score FROM_UNBAL2 3.196
score FROM_WSP_TRAIL 3.396
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 2.599
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score GB_BITCOIN_NH 1.481
+score GB_BITCOIN_NH 1.710
score GB_CUSTOM_HTM_URI 1.498
-score GB_FAKE_RF_SHORT 1.939
+score GB_FAKE_RF_SHORT 1.938
score GB_FREEMAIL_DISPTO 0.001
score GB_GOOGLE_TRANSL 0.748
-score GOOG_MALWARE_DNLD 4.854
+score GOOG_MALWARE_DNLD 3.006
score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 2.600
-score GOOG_STO_IMG_HTML 2.997
-score GOOG_STO_IMG_NOHTML 2.065
+score GOOG_REDIR_NORDNS 2.595
+score GOOG_STO_IMG_HTML 2.996
+score GOOG_STO_IMG_NOHTML 2.054
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.649
+score HAS_X_OUTGOING_SPAM_STAT 0.646
score HDRS_LCASE 0.098
score HDRS_MISSP 2.497
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.001
score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 1.997
score HOSTED_IMG_DIRECT_MX 0.899
@@ -110,77 +110,77 @@ score HTML_ENTITY_ASCII_TINY 2.9
score HTML_FONT_TINY_NORDNS 1.997
score HTML_OFF_PAGE 1.795
score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.764
-score HTML_TEXT_INVISIBLE_FONT 1.233
+score HTML_TAG_BALANCE_CENTER 2.763
+score HTML_TEXT_INVISIBLE_FONT 1.450
score HTML_TEXT_INVISIBLE_STYLE 0.498
score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.398
+score KHOP_HELO_FCRDNS 0.399
score LONG_HEX_URI 2.996
score LONG_IMG_URI 0.001
score LONG_INVISIBLE_TEXT 2.996
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 2.891
-score MALWARE_NORDNS 2.402
+score MALFORMED_FREEMAIL 2.892
+score MALWARE_NORDNS 2.090
score MANY_HDRS_LCASE 0.099
score MANY_SPAN_IN_TEXT 2.696
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
score MIXED_ES 2.397
-score MIXED_HREF_CASE 1.999
+score MIXED_HREF_CASE 1.794
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
-score MONEY_FRAUD_3 0.237
-score MONEY_FRAUD_5 1.785
+score MONEY_FORM_SHORT 0.001
+score MONEY_FRAUD_3 0.229
+score MONEY_FRAUD_5 1.789
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 2.996
-score MONEY_FROM_41 1.997
+score MONEY_FROM_41 1.998
score MONEY_FROM_MISSP 0.001
score MSMAIL_PRI_ABNORMAL 1.498
-score MSM_PRIO_REPTO 1.906
-score NAME_EMAIL_DIFF 1.715
+score MSM_PRIO_REPTO 1.826
+score NAME_EMAIL_DIFF 1.727
score NA_DOLLARS 1.498
-score NICE_REPLY_A -0.001
+score NICE_REPLY_A -0.008
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.999
-score OBFU_TEXT_ATTACH 0.946
+score NUMBEREND_LINKBAIT 0.878
+score OBFU_TEXT_ATTACH 0.030
score ODD_FREEM_REPTO 2.996
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_FRNOM_TODOM_DBL_URL 1.496
+score PDS_FRNOM_TODOM_DBL_URL 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 2.349
-score PDS_FROM_2_EMAILS_SHRTNER 0.703
+score PDS_FROM_2_EMAILS 2.353
+score PDS_FROM_2_EMAILS_SHRTNER 1.260
score PDS_FROM_NAME_TO_DOMAIN 1.997
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 1.997
score PDS_RDNS_DYNAMIC_FP 0.010
-score PDS_SHORTFWD_URISHRT 0.533
+score PDS_SHORTFWD_URISHRT 1.499
score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PDS_TO_EQ_FROM_NAME 1.725
-score PHP_ORIG_SCRIPT 1.471
+score PDS_TO_EQ_FROM_NAME 1.708
+score PHP_ORIG_SCRIPT 1.485
score PHP_SCRIPT 2.497
-score POSSIBLE_GMAIL_PHISHER 1.549
+score POSSIBLE_GMAIL_PHISHER 1.550
score PP_MIME_FAKE_ASCII_TEXT 0.998
score RAND_MKTG_HEADER 1.997
score RATWARE_NO_RDNS 0.001
score READY_TO_SHIP 1.248
-score RISK_FREE 2.131
+score RISK_FREE 2.259
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 1.344
-score SCC_CANSPAM_1 1.795
+score SCC_BODY_URI_ONLY 1.343
+score SCC_CANSPAM_1 2.397
score SCC_CANSPAM_2 3.296
score SCC_ISEMM_LID_1B 1.498
-score SCC_SPAMMER_ADDR_2 0.945
-score SCC_SPECIAL_GUID 0.955
-score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_PORN014 2.502
-score SERGIO_SUBJECT_VIAGRA01 3.769
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.038
+score SCC_SPAMMER_ADDR_2 0.719
+score SCC_SPECIAL_GUID 1.225
+score SENDGRID_REDIR 1.498
+score SERGIO_SUBJECT_PORN014 2.523
+score SERGIO_SUBJECT_VIAGRA01 3.416
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.043
score SHORTENED_URL_SRC 2.796
score SHORTENER_SHORT_IMG 0.001
score SHORT_SHORTNER 1.997
@@ -188,51 +188,51 @@ score SPOOFED_FREEMAIL_NO_RDNS 0.0
score SPOOF_GMAIL_MID 1.498
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.498
-score SUSP_UTF8_WORD_COMBO 2.996
-score SUSP_UTF8_WORD_FROM 1.997
-score SUSP_UTF8_WORD_SUBJ 1.748
+score SUSP_UTF8_WORD_COMBO 2.997
+score SUSP_UTF8_WORD_FROM 1.998
+score SUSP_UTF8_WORD_SUBJ 1.747
score THIS_AD 1.298
score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 2.297
-score TO_IN_SUBJ 0.099
+score TO_IN_SUBJ 0.098
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_HTML_ONLY 1.998
score TO_NO_BRKTS_MSFT 1.249
-score TO_NO_BRKTS_NORDNS_HTML 1.998
+score TO_NO_BRKTS_NORDNS_HTML 1.997
score TO_NO_BRKTS_PCNT 2.497
-score TVD_IP_HEX 0.001
-score TVD_IP_SING_HEX 1.583
+score TVD_IP_HEX 0.738
+score TVD_IP_SING_HEX 1.827
score TVD_SPACE_ENCODED 2.497
-score TVD_SPACE_ENC_FM_MIME 1.141
-score TVD_SPACE_RATIO_MINFP 1.102
+score TVD_SPACE_ENC_FM_MIME 0.527
+score TVD_SPACE_RATIO_MINFP 1.101
score UNDISC_FREEM 3.096
score UNDISC_MONEY 3.096
score UNICODE_OBFU_ASC 2.497
score URI_AZURE_CLOUDAPP 2.996
-score URI_BUFFLY 1.401
+score URI_BUFFLY 0.609
score URI_DOTEDU 1.997
score URI_GOOGLE_PROXY 2.497
-score URI_HEX_IP 1.299
+score URI_HEX_IP 0.834
score URI_IN_URI_10 2.297
-score URI_ONLY_MSGID_MALF 0.368
+score URI_ONLY_MSGID_MALF 0.376
score URI_PHISH 3.995
score URI_TRY_3LD 1.997
score URI_WPADMIN 2.497
score URI_WP_DIRINDEX 3.496
-score URI_WP_HACKED 3.497
-score URI_WP_HACKED_2 1.106
-score VFY_ACCT_NORDNS 1.795
-score WORD_INVIS 0.136
-score WORD_INVIS_MANY 2.938
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 1.091
+score VFY_ACCT_NORDNS 1.727
+score WORD_INVIS 0.717
+score WORD_INVIS_MANY 2.725
score XFER_LOTSA_MONEY 0.001
-score XM_DIGITS_ONLY 1.830
+score XM_DIGITS_ONLY 0.940
score XM_RANDOM 0.001
score XM_RECPTID 2.996
-score XPRIO 0.698
-score YOUR_PERMISSION 1.458
-score YOU_INHERIT 1.266
+score XPRIO 0.797
+score YOUR_PERMISSION 1.649
+score YOU_INHERIT 0.731
score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -328,7 +328,6 @@ score MSGID_HDR_MALF 1.0
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
-score PDS_EMPTYSUBJ_URISHRT 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1910216&r1=1910215&r2=1910216&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sun Jun 4 02:45:13 2023
@@ -1,251 +1,216 @@
-# Using score set 1 logs for revision 1910082 from:
-# ham-net-ena-week0.r1910082.log ham-net-ena-week1.r1910082.log ham-net-ena-week2.r1910082.log ham-net-ena-week3.r1910082.log ham-net-ena-week4.r1910082.log ham-net-giovanni-ham.r1910082.log ham-net-giovanni-spammy.r1910082.log ham-net-giovanni-spam.r1910082.log ham-net-grenier.r1910082.log ham-net-hege.r1910082.log ham-net-jhardin.r1910082.log ham-net-llanga.r1910082.log ham-net-mmiroslaw-mails-ham.r1910082.log ham-net-mmiroslaw-mails-spam.r1910082.log ham-net-spamsponge.r1910082.log ham-net-thendrikx.r1910082.log ham-net-tsz-corpus.r1910082.log spam-net-ena-week0.r1910082.log spam-net-ena-week1.r1910082.log spam-net-ena-week2.r1910082.log spam-net-ena-week3.r1910082.log spam-net-ena-week4.r1910082.log spam-net-giovanni-ham.r1910082.log spam-net-giovanni-spammy.r1910082.log spam-net-giovanni-spam.r1910082.log spam-net-grenier.r1910082.log spam-net-hege.r1910082.log spam-net-jhardin.r1910082.log spam-net-llanga.r1910082.log spam-net-mmiroslaw-mails-ham.r1910082.log spam-net-mmirosla
w-mails-spam.r1910082.log spam-net-spamsponge.r1910082.log spam-net-thendrikx.r1910082.log spam-net-tsz-corpus.r1910082.log
+# Using score set 1 logs for revision 1910195 from:
+# ham-net-ena-week0.r1910195.log ham-net-ena-week1.r1910195.log ham-net-ena-week2.r1910195.log ham-net-ena-week3.r1910195.log ham-net-ena-week4.r1910195.log ham-net-giovanni-ham.r1910195.log ham-net-giovanni-spammy.r1910195.log ham-net-giovanni-spam.r1910195.log ham-net-grenier.r1910195.log ham-net-hege.r1910195.log ham-net-jhardin.r1910195.log ham-net-llanga.r1910195.log ham-net-mmiroslaw-mails-ham.r1910195.log ham-net-mmiroslaw-mails-spam.r1910195.log ham-net-spamsponge.r1910195.log ham-net-thendrikx.r1910195.log spam-net-ena-week0.r1910195.log spam-net-ena-week1.r1910195.log spam-net-ena-week2.r1910195.log spam-net-ena-week3.r1910195.log spam-net-ena-week4.r1910195.log spam-net-giovanni-ham.r1910195.log spam-net-giovanni-spammy.r1910195.log spam-net-giovanni-spam.r1910195.log spam-net-grenier.r1910195.log spam-net-hege.r1910195.log spam-net-jhardin.r1910195.log spam-net-llanga.r1910195.log spam-net-mmiroslaw-mails-ham.r1910195.log spam-net-mmiroslaw-mails-spam.r1910195.log spam-n
et-spamsponge.r1910195.log spam-net-thendrikx.r1910195.log
-score ACCT_PHISHING_MANY 2.996
-score AC_BR_BONANZA 0.001 # force non-zero
+score ACCT_PHISHING_MANY 2.999
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.723
-score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 0.237
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 1.815
-score ADVANCE_FEE_3_NEW_MONEY 2.850
-score ADVANCE_FEE_4_NEW 2.297
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 0.906
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score AC_FROM_MANY_DOTS 2.999
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADMITS_SPAM 0.001
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.268
+score ADVANCE_FEE_3_NEW_MONEY 2.599
+score ADVANCE_FEE_4_NEW_MONEY 1.368
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.498
-score ALIBABA_IMG_NOT_RCVD_ALI 0.001
+score AD_PREFS 0.001
+score ALIBABA_IMG_NOT_RCVD_ALI 0.001 # force non-zero
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XM_FORGED_OL2600 1.805
-score BIGNUM_EMAILS_FREEM 0.001
-score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 2.585
-score BITCOIN_EXTORT_01 0.819
-score BITCOIN_MALF_HTML 1.720
-score BITCOIN_MALWARE 1.130
-score BITCOIN_OBFU_SUBJ 1.748
-score BITCOIN_SPAM_02 2.497
-score BITCOIN_SPAM_03 1.181
-score BITCOIN_SPAM_05 2.497
-score BITCOIN_SPAM_07 3.265
+score BIGNUM_EMAILS_FREEM 0.897
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 1.503
+score BITCOIN_EXTORT_01 2.977
+score BITCOIN_MALF_HTML 0.001 # force non-zero
+score BITCOIN_OBFU_SUBJ 1.191
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_05 2.011
+score BITCOIN_SPAM_07 3.499
score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.996
-score BODY_SINGLE_URI 2.154
+score BITCOIN_YOUR_INFO 2.999
+score BODY_SINGLE_URI 0.001
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.001
-score CANT_SEE_AD 1.562
-score CK_HELO_GENERIC 0.248
-score COMPENSATION 1.498
+score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 3.795
-score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -0.157
+score DATE_IN_FUTURE_Q_PLUS 2.499
+score DEAR_BENEFICIARY 0.001 # force non-zero
+score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DSN_NO_MIMEVERSION 1.997
-score ENCRYPTED_MESSAGE -0.998
-score END_FUTURE_EMAILS 2.497
+score DOS_BODY_HIGH_NO_MID 0.001 # force non-zero
+score END_FUTURE_EMAILS 2.500
score FAKE_REPLY_A1 0.001
-score FAKE_REPLY_B 0.001
-score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.996
-score FONT_INVIS_MSGID 0.287
-score FONT_INVIS_POSTEXTRAS 2.182
-score FORGED_SPF_HELO 0.001
-score FORM_FRAUD 0.001
-score FORM_FRAUD_3 2.397
+score FAKE_REPLY_B 0.621
+score FILL_THIS_FORM 0.001 # force non-zero
+score FONT_INVIS_DIRECT 0.001 # force non-zero
+score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_MSGID 0.001
+score FONT_INVIS_POSTEXTRAS 1.387
+score FORGED_SPF_HELO 0.472
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 2.996
-score FROM_FMBLA_NEWDOM 0.446
-score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.787
-score FROM_IN_TO_AND_SUBJ 1.897
+score FROM_ADDR_WS 2.999
+score FROM_FMBLA_NEWDOM28 0.728
+score FROM_GOV_DKIM_AU -0.001
+score FROM_IN_TO_AND_SUBJ 1.900
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.596
-score FROM_MISSP_EH_MATCH 0.555
-score FROM_MISSP_FREEMAIL 3.196
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.001
+score FROM_MISSP_DYNIP 2.299
+score FROM_MISSP_EH_MATCH 1.549
+score FROM_MISSP_FREEMAIL 2.999
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_REPLYTO 0.253
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MULTI_NORDNS 0.001
-score FROM_NTLD_LINKBAIT 0.001
-score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.190
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_UNBAL1 0.855
-score FROM_UNBAL2 3.096
-score FROM_WSP_TRAIL 2.689
-score FSL_BULK_SIG 0.001
+score FROM_PAYPAL_SPOOF 1.179
+score FROM_SUSPICIOUS_NTLD 0.001
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_UNBAL1 0.565
+score FROM_UNBAL2 1.000
+score FROM_WSP_TRAIL 3.299
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
+score FSL_HELO_FAKE 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score GB_BITCOIN_NH 2.996
-score GB_CUSTOM_HTM_URI 0.823
-score GB_FAKE_RF_SHORT 1.997
+score GB_BITCOIN_NH 1.025
+score GB_CUSTOM_HTM_URI 1.077
+score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
-score GB_GOOGLE_TRANSL 0.748
+score GB_GOOGLE_TRANSL 0.749
score GB_HASHBL_BTC 0.001
-score GOOG_MALWARE_DNLD 2.112
-score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 3.096
-score GOOG_STO_IMG_HTML 2.996
-score GOOG_STO_IMG_NOHTML 2.497
-score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.793
-score HDRS_LCASE 0.098
+score GOOG_MALWARE_DNLD 3.084
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_NORDNS 3.199
+score GOOG_STO_IMG_HTML 2.999
+score GOOG_STO_IMG_NOHTML 2.499
+score GOOG_STO_NOIMG_HTML 2.949
+score HAS_X_OUTGOING_SPAM_STAT 1.999
score HDRS_MISSP 0.001
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.001
-score HK_NAME_MR_MRS 0.998
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.001
-score HK_RANDOM_REPLYTO 0.998
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 2.996
-score HTML_ENTITY_ASCII_TINY 1.932
-score HTML_FONT_TINY_NORDNS 0.001
+score HOSTED_IMG_DIRECT_MX 0.001 # force non-zero
+score HOSTED_IMG_MULTI_PUB_01 2.999
+score HTML_ENTITY_ASCII 2.999
+score HTML_ENTITY_ASCII_TINY 0.733
+score HTML_FONT_TINY_NORDNS 0.328
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 2.497
-score HTML_TAG_BALANCE_CENTER 2.996
-score HTML_TEXT_INVISIBLE_FONT 1.897
+score HTML_SINGLET_MANY 2.499
+score HTML_TAG_BALANCE_CENTER 2.699
+score HTML_TEXT_INVISIBLE_FONT 1.999
score HTML_TEXT_INVISIBLE_STYLE 0.001
-score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.398
-score LONG_HEX_URI 2.535
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score LONG_HEX_URI 2.760
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.674
+score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.274
-score MALFORMED_FREEMAIL 2.282
-score MALWARE_NORDNS 0.097
-score MANY_HDRS_LCASE 0.024
-score MANY_SPAN_IN_TEXT 2.696
-score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001
+score MALFORMED_FREEMAIL 2.599
+score MALWARE_NORDNS 1.117
+score MILLION_HUNDRED 0.897
+score MILLION_USD 0.001 # force non-zero
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.999
-score MIXED_CENTER_CASE 1.241
-score MIXED_ES 2.397
-score MIXED_HREF_CASE 1.132
+score MIXED_ES 2.299
+score MIXED_HREF_CASE 1.654
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001
+score MONEY_FORM_SHORT 0.001 # force non-zero
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 2.696
-score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.585
-score MONEY_FROM_41 1.997
+score MONEY_FRAUD_5 0.192
+score MONEY_FRAUD_8 0.319
+score MONEY_FREEMAIL_REPTO 0.182
score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 0.774
-score MSM_PRIO_REPTO 1.626
+score MSMAIL_PRI_ABNORMAL 1.499
score NAME_EMAIL_DIFF 0.001
-score NA_DOLLARS 0.001
-score NICE_REPLY_A -0.095
+score NA_DOLLARS 0.158
+score NICE_REPLY_A -0.091
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.399
-score OBFU_TEXT_ATTACH 0.001
-score ODD_FREEM_REPTO 2.996
+score OBFU_TEXT_ATTACH 1.337
+score ODD_FREEM_REPTO 2.290
score PDS_BTC_ID 0.001
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_TNB_RUNON 1.757
-score PDS_EMPTYSUBJ_URISHRT 0.467
-score PDS_FRNOM_TODOM_DBL_URL 1.498
-score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 2.535
-score PDS_FROM_2_EMAILS_SHRTNER 0.001
-score PDS_FROM_NAME_TO_DOMAIN 1.554
+score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS 2.576
+score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_HP_HELO_NORDNS 0.001
+score PDS_OTHER_BAD_TLD 0.001 # force non-zero
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_TINYSUBJ_URISHRT 0.749
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.105
+score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.001
score PDS_TO_EQ_FROM_NAME 0.001
score PHP_ORIG_SCRIPT 0.001
-score PHP_SCRIPT 2.497
-score POSSIBLE_GMAIL_PHISHER 2.053
+score PHP_SCRIPT 2.499
+score POSSIBLE_GMAIL_PHISHER 2.199
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
+score RAND_HEADER_MANY 0.001
+score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score READY_TO_SHIP 0.417
-score RISK_FREE 0.001
+score READY_TO_SHIP 0.637
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_BODY_URI_ONLY 0.683
-score SCC_CANSPAM_1 2.886
-score SCC_CANSPAM_2 3.196
-score SCC_ISEMM_LID_1B 1.498
-score SCC_SPAMMER_ADDR_2 1.554
-score SCC_SPECIAL_GUID 1.550
-score SENDGRID_REDIR 1.082
-score SERGIO_SUBJECT_PORN014 0.545
+score SCC_BODY_URI_ONLY 1.439
+score SCC_CANSPAM_1 1.332
+score SCC_CANSPAM_2 3.299
+score SCC_ISEMM_LID_1B 1.007
+score SCC_SPAMMER_ADDR_2 2.799
+score SCC_SPECIAL_GUID 1.251
+score SENDGRID_REDIR 1.007
+score SERGIO_SUBJECT_PORN014 2.830
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENED_URL_SRC 2.696
-score SHORTENER_SHORT_IMG 0.001
-score SHORT_SHORTNER 1.620
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORT_SHORTNER 0.202
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.497
+score SPOOFED_FREEM_REPTO 0.001
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 0.001
-score SUSP_UTF8_WORD_COMBO 2.996
-score SUSP_UTF8_WORD_SUBJ 0.459
-score THIS_AD 1.198
-score THIS_IS_ADV_SUSP_NTLD 1.167
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.120
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score SUSP_UTF8_WORD_COMBO 2.999
+score SUSP_UTF8_WORD_SUBJ 0.367
+score THIS_AD 0.999
+score TO_EQ_FM_DIRECT_MX 0.231
+score TO_EQ_FM_DOM_SPF_FAIL 0.023
+score TO_EQ_FM_HTML_ONLY 2.199
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 2.996
-score TO_NO_BRKTS_FROM_MSSP 1.865
-score TO_NO_BRKTS_HTML_IMG 1.997
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.497
-score TVD_IP_HEX 2.168
-score TVD_IP_SING_HEX 1.592
-score TVD_SPACE_ENCODED 1.540
+score TO_IN_SUBJ 0.100
+score TO_NO_BRKTS_FROM_MSSP 0.435
+score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 1.177
+score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 2.896
-score UNDISC_MONEY 2.896
-score UNICODE_OBFU_ASC 2.497
-score URI_AZURE_CLOUDAPP 2.996
-score URI_BUFFLY 1.999
-score URI_DOTEDU 1.997
-score URI_GOOGLE_PROXY 2.397
-score URI_HEX_IP 1.383
-score URI_IN_URI_10 2.297
-score URI_ONLY_MSGID_MALF 1.997
-score URI_PHISH 3.991
-score URI_TRY_3LD 1.521
-score URI_WPADMIN 2.397
-score URI_WP_DIRINDEX 3.496
-score URI_WP_HACKED 1.142
-score URI_WP_HACKED_2 2.011
-score VFY_ACCT_NORDNS 0.001
-score WORD_INVIS 0.781
-score WORD_INVIS_MANY 2.996
+score UNDISC_FREEM 2.699
+score UNDISC_MONEY 1.347
+score UNICODE_OBFU_ASC 2.499
+score URI_DOTEDU 1.999
+score URI_GOOGLE_PROXY 2.700
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 3.922
+score URI_TRY_3LD 1.680
+score URI_WPADMIN 2.299
+score URI_WP_HACKED 1.537
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.622
+score WORD_INVIS 0.504
+score WORD_INVIS_MANY 2.997
score XFER_LOTSA_MONEY 0.001
+score XM_DIGITS_ONLY 2.631
score XM_RANDOM 0.001
-score XM_RECPTID 1.857
+score XM_RECPTID 2.021
score XPRIO 0.001
-score YOUR_PERMISSION 2.462
-score YOU_INHERIT 1.401
+score YOUR_PERMISSION 1.396
+score AC_BR_BONANZA 0.001
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -265,9 +230,11 @@ score BEBEE_IMG_NOT_RCVD_BB 1.0
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
+score BITCOIN_MALWARE 1.000
score BITCOIN_ONAN 1.000
score BITCOIN_PAY_ME 1.000
score BITCOIN_SPAM_01 1.000
+score BITCOIN_SPAM_03 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_08 1.000
@@ -282,15 +249,19 @@ score BOMB_FREEM 1.0
score BOMB_MONEY 1.000
score BTC_ORG 1.000
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 1.000
score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
score DKIMWL_BL 1.000
score DKIMWL_BLOCKED 0.001
score DOTGOV_IMAGE 1.000
+score DSN_NO_MIMEVERSION 1.000
score DYNAMIC_IMGUR 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
+score ENCRYPTED_MESSAGE -1.000
score ENVFROM_GOOG_TRIX 1.000
score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FBI_MONEY 1.000
@@ -298,14 +269,18 @@ score FBI_SPOOF 1.0
score FONT_INVIS_DOTGOV 1.000
score FONT_INVIS_HTML_NOHTML 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_FMBLA_NEWDOM 1.000
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_GOV_REPLYTO_FREEMAIL 1.000
score FROM_GOV_SPOOF 1.000
score FROM_NEWDOM_BTC 1.000
+score FROM_NTLD_LINKBAIT 1.000
score FROM_NTLD_REPLY_FREEMAIL 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
@@ -321,8 +296,10 @@ score GOOG_STO_EMAIL_PHISH 1.0
score GOOG_STO_HTML_PHISH 1.000
score GOOG_STO_HTML_PHISH_MANY 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_LOTTO 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_FREEM 1.000
@@ -334,21 +311,30 @@ score JH_SPAMMY_PATTERN02 1.0
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
score LIST_PRTL_PUMPDUMP 1.000
score LIST_PRTL_SAME_USER 1.000
+score LOTTO_AGENT 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
+score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
+score MIXED_CENTER_CASE 1.000
score MIXED_FONT_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
score MONERO_PAY_ME 1.000
+score MONEY_FROM_41 1.000
score MSGID_DOLLARS_URI_IMG 1.000
score MSGID_HDR_MALF 1.000
+score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
+score NUMBEREND_LINKBAIT 1.000
score OBFU_BITCOIN 1.000
+score PDS_DBL_URL_TNB_RUNON 1.000
+score PDS_FROM_2_EMAILS_SHRTNER 1.000
score PDS_HELO_SPF_FAIL 1.000
score PDS_SHORTFWD_URISHRT 1.000
score PHISH_AZURE_CLOUDAPP 3.500
@@ -360,7 +346,6 @@ score PP_TOO_MUCH_UNICODE05 1.0
score PUMPDUMP 1.000
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_LIST_SPOOF 1.000
-score RAND_HEADER_MANY 1.000
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
@@ -384,32 +369,41 @@ score SCC_ISEMM_LID_1 1.0
score SCC_ISEMM_LID_1A 1.000
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
+score SUBJ_ATTENTION 0.500
score SUBJ_BRKN_WORDNUMS 1.000
+score SUSP_UTF8_WORD_FROM 1.000
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
score TARINGANET_IMG_NOT_RCVD_TN 1.000
+score THIS_IS_ADV_SUSP_NTLD 1.000
score TONLINE_FAKE_DKIM 1.000
+score TO_NAME_SUBJ_NO_RDNS 1.000
+score TVD_SPACE_ENC_FM_MIME 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
+score URI_AZURE_CLOUDAPP 1.000
+score URI_BUFFLY 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 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
score URI_OPTOUT_3LD 1.000
score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
+score URI_WP_DIRINDEX 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
-score XM_DIGITS_ONLY 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=1910216&r1=1910215&r2=1910216&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sun Jun 4 02:45:13 2023
@@ -1,10 +1,10 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 393967 53.671% (99.292% of non-spam corpus)
-# Correctly spam: 209236 28.505% (62.039% of spam corpus)
-# False positives: 2811 0.383% (0.708% of nonspam, 82774 weighted)
-# False negatives: 128029 17.442% (37.961% of spam, 204925 weighted)
+# Correctly non-spam: 393953 53.669% (99.288% of non-spam corpus)
+# Correctly spam: 209211 28.501% (62.032% of spam corpus)
+# False positives: 2825 0.385% (0.712% of nonspam, 83040 weighted)
+# False negatives: 128054 17.445% (37.968% of spam, 205009 weighted)
# Average score for spam: 8.9 nonspam: 0.7
# Average for false-pos: 6.9 false-neg: 1.6
# TOTAL: 734043 100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 49125 99.26%
-# Correctly spam: 25993 61.83%
-# False positives: 365 0.74%
-# False negatives: 16044 38.17%
-# TCR(l=50): 1.225783 SpamRecall: 61.834% SpamPrec: 98.615%
+# Correctly non-spam: 49124 99.26%
+# Correctly spam: 26035 61.93%
+# False positives: 366 0.74%
+# False negatives: 16002 38.07%
+# TCR(l=50): 1.225497 SpamRecall: 61.934% SpamPrec: 98.614%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1910216&r1=1910215&r2=1910216&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sun Jun 4 02:45:13 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 397961 58.574% (98.926% of non-spam corpus)
-# Correctly spam: 218587 32.173% (78.876% of spam corpus)
-# False positives: 4322 0.636% (1.074% of nonspam, 329925 weighted)
-# False negatives: 58541 8.616% (21.124% of spam, 93038 weighted)
-# Average score for spam: 13.8 nonspam: -0.2
-# Average for false-pos: 11.1 false-neg: 1.6
-# TOTAL: 679411 100.00%
+# Correctly non-spam: 369749 73.360% (98.864% of non-spam corpus)
+# Correctly spam: 90824 18.020% (69.851% of spam corpus)
+# False positives: 4248 0.843% (1.136% of nonspam, 164290 weighted)
+# False negatives: 39202 7.778% (30.149% of spam, 50892 weighted)
+# Average score for spam: 15.2 nonspam: -0.2
+# Average for false-pos: 11.1 false-neg: 1.3
+# TOTAL: 504023 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 49578 98.80%
-# Correctly spam: 27287 78.72%
-# False positives: 602 1.20%
-# False negatives: 7376 21.28%
-# TCR(l=50): 0.924939 SpamRecall: 78.721% SpamPrec: 97.841%
+# Correctly non-spam: 46048 98.85%
+# Correctly spam: 11409 69.92%
+# False positives: 538 1.15%
+# False negatives: 4908 30.08%
+# TCR(l=50): 0.512984 SpamRecall: 69.921% SpamPrec: 95.497%
##### 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: 398758 99.12%
-# Correctly spam: 134662 48.59%
-# False positives: 3525 0.88%
-# False negatives: 142466 51.41%
-# TCR(l=50): 0.869514 SpamRecall: 48.592% SpamPrec: 97.449%
+# Correctly non-spam: 370563 99.08%
+# Correctly spam: 77134 59.32%
+# False positives: 3434 0.92%
+# False negatives: 52892 40.68%
+# TCR(l=50): 0.578943 SpamRecall: 59.322% SpamPrec: 95.738%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 49680 99.00%
-# Correctly spam: 16831 48.56%
-# False positives: 500 1.00%
-# False negatives: 17832 51.44%
-# TCR(l=50): 0.809278 SpamRecall: 48.556% SpamPrec: 97.115%
+# Correctly non-spam: 46154 99.07%
+# Correctly spam: 9684 59.35%
+# False positives: 432 0.93%
+# False negatives: 6633 40.65%
+# TCR(l=50): 0.577941 SpamRecall: 59.349% SpamPrec: 95.730%