svn commit: r1936222 - spamassassin/trunk/rulesrc/scores

[email protected] Fri, 17 Jul 2026 02:41:00 -0000
Newsgroups gmane.mail.spam.spamassassin.cvs
Message-ID <178425606021.3360298.239141494524599448@svn03-he-fi>
Author: spamassassin_role
Date: Fri Jul 17 02:41:00 2026
New Revision: 1936222

Log:
updated scores for revision 1936185 active rules added since last mass-check [set0 carried forward r1936185: insufficient ham contributors]

Modified:
   spamassassin/trunk/rulesrc/scores/72_scores.cf
   spamassassin/trunk/rulesrc/scores/scores-set1
   spamassassin/trunk/rulesrc/scores/scores-set3
   spamassassin/trunk/rulesrc/scores/stats-set1

Modified: spamassassin/trunk/rulesrc/scores/72_scores.cf
==============================================================================
--- spamassassin/trunk/rulesrc/scores/72_scores.cf	Fri Jul 17 00:15:07 2026	(r1936221)
+++ spamassassin/trunk/rulesrc/scores/72_scores.cf	Fri Jul 17 02:41:00 2026	(r1936222)
@@ -1,7 +1,7 @@
-score ACCT_PHISHING_MANY                    2.710 2.996 2.710 2.996
+score ACCT_PHISHING_MANY                    2.710 2.999 2.710 2.999
 score AC_BR_BONANZA                         0.001 0.001 0.001 0.001
 score AC_DIV_BONANZA                        0.001 0.001 0.001 0.001
-score AC_FROM_MANY_DOTS                     2.499 2.497 2.499 2.497
+score AC_FROM_MANY_DOTS                     2.499 2.499 2.499 2.499
 score AC_HTML_NONSENSE_TAGS                 1.000 1.000 1.000 1.000
 score AC_POST_EXTRAS                        1.000 1.000 1.000 1.000
 score AC_SPAMMY_URI_PATTERNS1               1.000 1.000 1.000 1.000
@@ -14,293 +14,293 @@ score AC_SPAMMY_URI_PATTERNS4
 score AC_SPAMMY_URI_PATTERNS8               1.000 1.000 1.000 1.000
 score AC_SPAMMY_URI_PATTERNS9               1.000 1.000 1.000 1.000
 score ADMAIL                                0.001 0.001 0.001 0.001
-score ADMITS_SPAM                           1.999 1.997 1.999 1.997
+score ADMITS_SPAM                           1.999 1.999 1.999 1.999
 score ADULT_DATING_COMPANY                  10.000 10.000 10.000 10.000
 score ADVANCE_FEE_2_NEW_FORM                1.000 1.000 1.000 1.000
-score ADVANCE_FEE_2_NEW_FRM_MNY             2.499 2.497 2.499 2.497
-score ADVANCE_FEE_2_NEW_MONEY               0.001 0.716 0.001 0.716
-score ADVANCE_FEE_3_NEW                     1.899 2.951 1.899 2.951
-score ADVANCE_FEE_3_NEW_MONEY               2.708 2.397 2.708 2.397
-score ADVANCE_FEE_4_NEW                     2.397 2.696 2.397 2.696
+score ADVANCE_FEE_2_NEW_FRM_MNY             2.499 2.499 2.499 2.499
+score ADVANCE_FEE_2_NEW_MONEY               0.001 0.719 0.001 0.719
+score ADVANCE_FEE_3_NEW                     1.899 2.959 1.899 2.959
+score ADVANCE_FEE_3_NEW_MONEY               2.708 3.510 2.708 3.510
+score ADVANCE_FEE_4_NEW                     2.397 2.699 2.397 2.699
 score ADVANCE_FEE_4_NEW_MONEY               0.001 0.001 0.001 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY             2.161 1.376 2.161 1.376
-score ADVANCE_FEE_5_NEW_MONEY               2.879 3.099 2.879 3.099
+score ADVANCE_FEE_5_NEW_FRM_MNY             2.161 0.205 2.161 0.205
+score ADVANCE_FEE_5_NEW_MONEY               2.879 2.663 2.879 2.663
 score AD_PREFS                              0.001 0.001 0.001 0.001
 score ALIBABA_IMG_NOT_RCVD_ALI              1.000 1.000 1.000 1.000
-score AMAZON_IMG_NOT_RCVD_AMZN              2.499 2.497 2.499 2.497
+score AMAZON_IMG_NOT_RCVD_AMZN              2.499 2.499 2.499 2.499
 score APP_DEVELOPMENT_FREEM                 1.000 1.000 1.000 1.000
 score APP_DEVELOPMENT_NORDNS                1.000 1.000 1.000 1.000
 score ARC_SIGNED                            0.001 0.001 0.001 0.001
 score ARC_TRUSTED                           0.001 0.001 0.001 0.001
 score ARC_VALID                             0.001 0.001 0.001 0.001
-score AXB_XMAILER_MIMEOLE_OL_024C2          2.357 1.754 2.357 1.754
+score AXB_XMAILER_MIMEOLE_OL_024C2          2.357 0.985 2.357 0.985
 score BEBEE_IMG_NOT_RCVD_BB                 1.000 1.000 1.000 1.000
-score BIGNUM_EMAILS_FREEM                   1.552 2.298 1.552 2.298
-score BIGNUM_EMAILS_MANY                    3.000 2.996 3.000 2.996
+score BIGNUM_EMAILS_FREEM                   1.552 2.308 1.552 2.308
+score BIGNUM_EMAILS_MANY                    3.000 2.999 3.000 2.999
 score BITCOIN_BOMB                          1.000 1.000 1.000 1.000
-score BITCOIN_DEADLINE                      1.573 2.996 1.573 2.996
-score BITCOIN_EXTORT_01                     4.762 4.697 4.762 4.697
+score BITCOIN_DEADLINE                      1.573 2.999 1.573 2.999
+score BITCOIN_EXTORT_01                     4.762 4.389 4.762 4.389
 score BITCOIN_EXTORT_02                     1.000 1.000 1.000 1.000
 score BITCOIN_IMGUR                         1.000 1.000 1.000 1.000
-score BITCOIN_MALF_HTML                     0.897 1.750 0.897 1.750
+score BITCOIN_MALF_HTML                     0.897 1.436 0.897 1.436
 score BITCOIN_MALWARE                       1.000 1.000 1.000 1.000
 score BITCOIN_OBFU_SUBJ                     1.000 1.000 1.000 1.000
-score BITCOIN_ONAN                          1.776 2.552 1.776 2.552
+score BITCOIN_ONAN                          1.776 1.914 1.776 1.914
 score BITCOIN_PAY_ME                        1.000 1.000 1.000 1.000
 score BITCOIN_SPAM_01                       1.000 1.000 1.000 1.000
-score BITCOIN_SPAM_02                       2.499 2.497 2.499 2.497
+score BITCOIN_SPAM_02                       2.499 2.499 2.499 2.499
 score BITCOIN_SPAM_03                       1.000 1.000 1.000 1.000
 score BITCOIN_SPAM_04                       1.000 1.000 1.000 1.000
-score BITCOIN_SPAM_05                       0.001 2.497 0.001 2.497
+score BITCOIN_SPAM_05                       0.001 2.499 0.001 2.499
 score BITCOIN_SPAM_06                       1.000 1.000 1.000 1.000
-score BITCOIN_SPAM_07                       3.264 3.197 3.264 3.197
-score BITCOIN_SPAM_08                       1.000 2.497 1.000 2.497
+score BITCOIN_SPAM_07                       3.264 1.830 3.264 1.830
+score BITCOIN_SPAM_08                       1.000 2.499 1.000 2.499
 score BITCOIN_SPAM_09                       1.000 1.000 1.000 1.000
 score BITCOIN_SPAM_10                       1.000 1.000 1.000 1.000
 score BITCOIN_SPAM_11                       1.000 1.000 1.000 1.000
 score BITCOIN_SPAM_12                       1.000 1.000 1.000 1.000
 score BITCOIN_SPF_ONLYALL                   0.001 1.000 0.001 1.000
-score BITCOIN_TOEQFM                        2.697 2.425 2.697 2.425
-score BITCOIN_VISTA                         3.499 3.305 3.499 3.305
-score BITCOIN_XPRIO                         2.499 2.497 2.499 2.497
+score BITCOIN_TOEQFM                        2.697 2.856 2.697 2.856
+score BITCOIN_VISTA                         3.499 3.432 3.499 3.432
+score BITCOIN_XPRIO                         2.499 2.490 2.499 2.490
 score BITCOIN_YOUR_INFO                     1.000 1.000 1.000 1.000
 score BODY_URI_ONLY                         1.405 0.001 1.405 0.001
 score BOGUS_MIME_VERSION                    1.000 1.000 1.000 1.000
-score BOGUS_MSM_HDRS                        1.201 1.344 1.201 1.344
+score BOGUS_MSM_HDRS                        1.201 0.879 1.201 0.879
 score BOMB_FREEM                            1.000 1.000 1.000 1.000
 score BOMB_MONEY                            1.000 1.000 1.000 1.000
 score BTC_ORG                               1.000 1.000 1.000 1.000
 score BULK_RE_SUSP_NTLD                     1.000 1.000 1.000 1.000
 score CANT_SEE_AD                           1.000 1.000 1.000 1.000
 score CN_PHISH_JP_01                        1.000 1.000 1.000 1.000
-score CN_PHISH_JP_02                        2.499 2.497 2.499 2.497
+score CN_PHISH_JP_02                        2.499 2.499 2.499 2.499
 score CN_PHISH_JP_03                        1.000 1.000 1.000 1.000
-score CN_PHISH_JP_04                        0.657 2.037 0.657 2.037
+score CN_PHISH_JP_04                        0.657 1.441 0.657 1.441
 score CN_PHISH_JP_06                        1.000 1.000 1.000 1.000
 score CN_PHISH_JP_07                        1.000 1.000 1.000 1.000
 score COMMENT_GIBBERISH                     1.000 1.000 1.000 1.000
-score COMPENSATION                          1.499 1.498 1.499 1.498
+score COMPENSATION                          1.499 1.499 1.499 1.499
 score CONTENT_AFTER_HTML                    0.001 0.001 0.001 0.001
 score CONTENT_AFTER_HTML_WEAK               1.000 1.000 1.000 1.000
-score CTE_8BIT_MISMATCH                     0.269 0.998 0.269 0.998
+score CTE_8BIT_MISMATCH                     0.269 0.999 0.269 0.999
 score DATE_IN_FUTURE_96_Q                   4.099 4.199 4.099 4.199
 score DAY_I_EARNED                          1.000 1.000 1.000 1.000
-score DEAR_BENEFICIARY                      3.099 2.996 3.099 2.996
-score DEAR_EMAIL                            1.499 1.498 1.499 1.498
+score DEAR_BENEFICIARY                      3.099 2.999 3.099 2.999
+score DEAR_EMAIL                            1.499 1.499 1.499 1.499
 score DKIMWL_BL                             0.001 1.000 0.001 1.000
 score DKIMWL_BLOCKED                        0.001 0.001 0.001 0.001
-score DKIMWL_WL_HIGH                        0.001 -1.862 0.001 -1.862
-score DKIMWL_WL_MED                         0.001 -0.498 0.001 -0.498
+score DKIMWL_WL_HIGH                        0.001 -1.952 0.001 -1.952
+score DKIMWL_WL_MED                         0.001 -0.499 0.001 -0.499
 score DKIMWL_WL_MEDHI                       0.001 -1.000 0.001 -1.000
 score DMARC_PERMERROR                       0.001 0.001 0.001 0.001
 score DMARC_TEMPERROR                       0.001 0.001 0.001 0.001
-score DOS_BODY_HIGH_NO_MID                  3.126 2.704 3.126 2.704
+score DOS_BODY_HIGH_NO_MID                  3.126 2.740 3.126 2.740
 score DOTGOV_IMAGE                          1.000 1.000 1.000 1.000
-score DSN_NO_MIMEVERSION                    1.999 1.997 1.999 1.997
-score DYNAMIC_IMGUR                         2.573 3.995 2.573 3.995
+score DSN_NO_MIMEVERSION                    1.999 1.999 1.999 1.999
+score DYNAMIC_IMGUR                         2.573 3.999 2.573 3.999
 score EBAY_IMG_NOT_RCVD_EBAY                1.000 1.000 1.000 1.000
 score ENCRYPTED_MESSAGE                     -1.000 -0.999 -1.000 -0.999
-score END_FUTURE_EMAILS                     0.001 0.730 0.001 0.730
+score END_FUTURE_EMAILS                     0.001 0.738 0.001 0.738
 score ENVFROM_GOOG_TRIX                     1.000 1.000 1.000 1.000
 score FACEBOOK_IMG_NOT_RCVD_FB              1.000 1.000 1.000 1.000
 score FBI_MONEY                             1.000 1.000 1.000 1.000
 score FBI_SPOOF                             1.000 1.000 1.000 1.000
 score FILL_THIS_FORM                        1.399 0.746 1.399 0.746
-score FONT_INVIS_DIRECT                     3.187 1.992 3.187 1.992
+score FONT_INVIS_DIRECT                     3.187 1.988 3.187 1.988
 score FONT_INVIS_DOTGOV                     1.000 1.000 1.000 1.000
 score FONT_INVIS_HTML_NOHTML                1.000 1.000 1.000 1.000
-score FONT_INVIS_LONG_LINE                  2.412 2.100 2.412 2.100
-score FONT_INVIS_MSGID                      2.499 2.497 2.499 2.497
-score FONT_INVIS_NORDNS                     2.499 1.711 2.499 1.711
+score FONT_INVIS_LONG_LINE                  2.412 2.099 2.412 2.099
+score FONT_INVIS_MSGID                      2.499 2.499 2.499 2.499
+score FONT_INVIS_NORDNS                     2.499 1.724 2.499 1.724
 score FONT_INVIS_POSTEXTRAS                 1.000 1.000 1.000 1.000
 score FORM_FRAUD                            0.055 0.001 0.055 0.001
-score FORM_FRAUD_3                          2.699 1.539 2.699 1.539
+score FORM_FRAUD_3                          2.699 1.915 2.699 1.915
 score FORM_FRAUD_5                          0.001 0.001 0.001 0.001
 score FOUND_YOU                             1.000 1.000 1.000 1.000
 score FREEMAIL_FORGED_FROMDOMAIN            0.001 0.001 0.001 0.001
 score FREEM_FRNUM_UNICD_EMPTY               1.000 1.000 1.000 1.000
 score FRNAME_IN_MSG_XPRIO_NO_SUB            1.000 1.000 1.000 1.000
-score FROM_ADDR_WS                          3.000 2.996 3.000 2.996
-score FROM_BANK_NOAUTH                      0.001 0.998 0.001 0.998
+score FROM_ADDR_WS                          3.000 2.999 3.000 2.999
+score FROM_BANK_NOAUTH                      0.001 0.999 0.001 0.999
 score FROM_FMBLA_NDBLOCKED                  0.001 0.001 0.001 0.001
-score FROM_FMBLA_NEWDOM                     0.001 0.576 0.001 0.576
-score FROM_FMBLA_NEWDOM14                   0.001 0.998 0.001 0.998
+score FROM_FMBLA_NEWDOM                     0.001 0.559 0.001 0.559
+score FROM_FMBLA_NEWDOM14                   0.001 0.999 0.001 0.999
 score FROM_FMBLA_NEWDOM28                   0.001 0.800 0.001 0.800
 score FROM_GOV_DKIM_AU                      0.001 -1.000 0.001 -1.000
 score FROM_GOV_REPLYTO_FREEMAIL             0.001 1.000 0.001 1.000
-score FROM_GOV_SPOOF                        0.001 0.998 0.001 0.998
-score FROM_IN_TO_AND_SUBJ                   2.699 2.696 2.699 2.696
+score FROM_GOV_SPOOF                        0.001 0.999 0.001 0.999
+score FROM_IN_TO_AND_SUBJ                   2.699 2.699 2.699 2.699
 score FROM_LONG_DOM                         1.000 1.000 1.000 1.000
-score FROM_LONG_DOM_MINFP                   2.499 1.849 2.499 1.849
+score FROM_LONG_DOM_MINFP                   2.499 1.844 2.499 1.844
 score FROM_MISSPACED                        0.001 0.001 0.001 0.001
-score FROM_MISSP_DYNIP                      3.099 3.096 3.099 3.096
-score FROM_MISSP_EH_MATCH                   2.000 1.997 2.000 1.997
-score FROM_MISSP_FREEMAIL                   3.599 3.496 3.599 3.496
-score FROM_MISSP_MSFT                       3.431 2.849 3.431 2.849
-score FROM_MISSP_REPLYTO                    2.499 2.396 2.499 2.396
+score FROM_MISSP_DYNIP                      3.099 3.099 3.099 3.099
+score FROM_MISSP_EH_MATCH                   2.000 1.999 2.000 1.999
+score FROM_MISSP_FREEMAIL                   3.599 3.499 3.599 3.499
+score FROM_MISSP_MSFT                       3.431 0.182 3.431 0.182
+score FROM_MISSP_REPLYTO                    2.499 2.399 2.499 2.399
 score FROM_MISSP_SPF_FAIL                   0.001 1.000 0.001 1.000
-score FROM_MISSP_USER                       2.541 0.176 2.541 0.176
-score FROM_MISSP_XPRIO                      1.311 2.036 1.311 2.036
-score FROM_MULTI_NORDNS                     1.931 3.952 1.931 3.952
+score FROM_MISSP_USER                       2.541 1.853 2.541 1.853
+score FROM_MISSP_XPRIO                      1.311 1.570 1.311 1.570
+score FROM_MULTI_NORDNS                     1.931 3.846 1.931 3.846
 score FROM_NEWDOM_BTC                       0.001 1.000 0.001 1.000
 score FROM_NTLD_LINKBAIT                    1.000 1.000 1.000 1.000
-score FROM_NTLD_REPLY_FREEMAIL              0.979 0.001 0.979 0.001
+score FROM_NTLD_REPLY_FREEMAIL              0.979 0.906 0.979 0.906
 score FROM_NUMBERO_NEWDOMAIN                0.001 1.000 0.001 1.000
 score FROM_PAYPAL_SPOOF                     0.001 1.000 0.001 1.000
-score FROM_SUSPICIOUS_NTLD                  0.499 0.498 0.499 0.498
-score FROM_SUSPICIOUS_NTLD_FP               2.000 1.998 2.000 1.998
-score FROM_WSP_LEAD                         3.299 3.196 3.299 3.196
-score FROM_WSP_TRAIL                        3.199 3.196 3.199 3.196
+score FROM_SUSPICIOUS_NTLD                  0.499 0.500 0.499 0.500
+score FROM_SUSPICIOUS_NTLD_FP               2.000 1.999 2.000 1.999
+score FROM_WSP_LEAD                         3.299 3.199 3.299 3.199
+score FROM_WSP_TRAIL                        3.199 3.099 3.199 3.099
 score FSL_BULK_SIG                          0.001 0.001 0.001 0.001
-score FSL_CTYPE_WIN1251                     1.908 0.595 1.908 0.595
-score FSL_HAS_TINYURL                       2.174 3.695 2.174 3.695
+score FSL_CTYPE_WIN1251                     1.908 0.917 1.908 0.917
+score FSL_HAS_TINYURL                       2.174 3.699 2.174 3.699
 score FSL_NEW_HELO_USER                     0.001 0.001 0.001 0.001
-score FUZZY_BITCOIN                         2.800 2.006 2.800 2.006
+score FUZZY_BITCOIN                         2.800 2.699 2.800 2.699
 score GAPPY_SALES_LEADS_FREEM               1.000 1.000 1.000 1.000
-score GB_BITCOIN_CP                         0.777 1.021 0.777 1.021
-score GB_CUSTOM_HTM_URI                     0.001 0.010 0.001 0.010
+score GB_BITCOIN_CP                         0.777 0.916 0.777 0.916
+score GB_CUSTOM_HTM_URI                     0.001 0.005 0.001 0.005
 score GB_FAKE_RF_SHORT                      1.000 1.000 1.000 1.000
 score GB_FORGED_MUA_POSTFIX                 1.000 1.000 1.000 1.000
-score GB_FREEMAIL_DISPTO                    0.499 0.499 0.499 0.499
-score GB_FREEMAIL_DISPTO_NOTFREEM           0.499 0.498 0.499 0.498
+score GB_FREEMAIL_DISPTO                    0.499 0.500 0.499 0.500
+score GB_FREEMAIL_DISPTO_NOTFREEM           0.499 0.499 0.499 0.499
 score GB_FROM_METAMASK                      1.000 1.000 1.000 1.000
 score GB_GOOGLE_OBFUR                       0.750 0.750 0.750 0.750
-score GB_HASHBL_BTC                         1.000 4.514 1.000 4.514
+score GB_HASHBL_BTC                         1.000 4.517 1.000 4.517
 score GOOGLE_DOCS_PHISH                     1.000 1.000 1.000 1.000
 score GOOGLE_DOCS_PHISH_MANY                1.000 1.000 1.000 1.000
 score GOOGLE_DOC_SUSP                       1.000 1.000 1.000 1.000
 score GOOGLE_DRIVE_REPLY_BAD_NTLD           1.000 1.000 1.000 1.000
 score GOOG_MALWARE_DNLD                     1.000 1.000 1.000 1.000
 score GOOG_REDIR_FRAUD                      1.000 1.000 1.000 1.000
-score GOOG_REDIR_HTML_ONLY                  1.499 1.498 1.499 1.498
-score GOOG_REDIR_NORDNS                     1.499 1.498 1.499 1.498
+score GOOG_REDIR_HTML_ONLY                  1.499 1.499 1.499 1.499
+score GOOG_REDIR_NORDNS                     1.499 1.499 1.499 1.499
 score GOOG_REDIR_NOTRDNS                    0.251 0.001 0.251 0.001
 score GOOG_REDIR_SHORT                      1.000 1.000 1.000 1.000
 score GOOG_REDIR_STATICRDNS                 1.000 1.000 1.000 1.000
-score GOOG_STO_EMAIL_PHISH                  2.999 2.996 2.999 2.996
-score GOOG_STO_HTML_PHISH                   0.001 1.368 0.001 1.368
+score GOOG_STO_EMAIL_PHISH                  2.999 2.999 2.999 2.999
+score GOOG_STO_HTML_PHISH                   0.001 0.840 0.001 0.840
 score GOOG_STO_HTML_PHISH_MANY              1.000 1.000 1.000 1.000
 score GOOG_STO_IMG_HTML                     1.000 1.000 1.000 1.000
 score GOOG_STO_IMG_NOHTML                   1.000 1.000 1.000 1.000
-score GOOG_STO_NOIMG_HTML                   2.999 2.996 2.999 2.996
+score GOOG_STO_NOIMG_HTML                   2.999 3.000 2.999 3.000
 score HAS_X_NO_RELAY                        1.000 1.000 1.000 1.000
-score HAS_X_OUTGOING_SPAM_STAT              1.999 1.997 1.999 1.997
+score HAS_X_OUTGOING_SPAM_STAT              1.999 2.000 1.999 2.000
 score HDRS_MISSP                            1.000 1.000 1.000 1.000
-score HDR_ORDER_FTSDMCXX_DIRECT             1.999 1.539 1.999 1.539
-score HDR_ORDER_FTSDMCXX_NORDNS             2.658 2.058 2.658 2.058
-score HEADER_FROM_DIFFERENT_DOMAINS         0.001 0.249 0.001 0.249
+score HDR_ORDER_FTSDMCXX_DIRECT             1.999 0.997 1.999 0.997
+score HDR_ORDER_FTSDMCXX_NORDNS             2.658 2.229 2.658 2.229
+score HEADER_FROM_DIFFERENT_DOMAINS         0.001 0.250 0.001 0.250
 score HELO_MISC_IP                          0.250 0.249 0.250 0.249
-score HELO_NO_DOMAIN                        0.001 1.114 0.001 1.114
+score HELO_NO_DOMAIN                        0.001 1.093 0.001 1.093
 score HEXHASH_WORD                          1.000 1.000 1.000 1.000
 score HK_CTE_RAW                            1.000 1.000 1.000 1.000
 score HK_NAME_FM_MR_MRS                     0.821 0.001 0.821 0.001
-score HK_NAME_FROM                          1.000 0.998 1.000 0.998
-score HK_NAME_MR_MRS                        0.999 0.998 0.999 0.998
+score HK_NAME_FROM                          1.000 0.999 1.000 0.999
+score HK_NAME_MR_MRS                        0.999 0.999 0.999 0.999
 score HK_RANDOM_ENVFROM                     0.999 0.001 0.999 0.001
-score HK_RANDOM_FROM                        1.000 0.998 1.000 0.998
-score HK_RANDOM_REPLYTO                     0.999 0.998 0.999 0.998
+score HK_RANDOM_FROM                        1.000 0.999 1.000 0.999
+score HK_RANDOM_REPLYTO                     0.999 0.999 0.999 0.999
 score HK_RCVD_IP_MULTICAST                  1.000 1.000 1.000 1.000
 score HK_SCAM                               1.147 0.001 1.147 0.001
 score HOSTED_IMG_DIRECT_MX                  1.000 1.000 1.000 1.000
 score HOSTED_IMG_DQ_UNSUB                   1.000 1.000 1.000 1.000
 score HOSTED_IMG_FREEM                      1.000 1.000 1.000 1.000
 score HOSTED_IMG_MULTI                      1.000 1.000 1.000 1.000
-score HOSTED_IMG_MULTI_PUB_01               2.999 2.996 2.999 2.996
-score HREF_EMPTY_NORDNS                     0.500 1.303 0.500 1.303
+score HOSTED_IMG_MULTI_PUB_01               2.999 2.999 2.999 2.999
+score HREF_EMPTY_NORDNS                     0.500 1.302 0.500 1.302
 score HREF_EMPTY_PHPMAIL                    1.000 1.000 1.000 1.000
 score HREF_EMPTY_XANTIABUSE                 1.000 1.000 1.000 1.000
 score HREF_EMPTY_XAUTHED                    1.000 1.000 1.000 1.000
-score HTML_ENTITY_ASCII                     2.999 2.996 2.999 2.996
+score HTML_ENTITY_ASCII                     2.999 2.999 2.999 2.999
 score HTML_ENTITY_ASCII_TINY                1.000 1.000 1.000 1.000
-score HTML_FONT_TINY_NORDNS                 1.999 1.997 1.999 1.997
-score HTML_OFF_PAGE                         2.563 2.996 2.563 2.996
+score HTML_FONT_TINY_NORDNS                 1.999 2.000 1.999 2.000
+score HTML_OFF_PAGE                         2.563 2.999 2.563 2.999
 score HTML_SHRT_CMNT_OBFU_MANY              1.000 1.000 1.000 1.000
-score HTML_SINGLET_MANY                     2.499 1.980 2.499 1.980
-score HTML_TAG_BALANCE_CENTER               3.394 2.567 3.394 2.567
+score HTML_SINGLET_MANY                     2.499 1.990 2.499 1.990
+score HTML_TAG_BALANCE_CENTER               3.394 2.569 3.394 2.569
 score HTML_TEXT_INVISIBLE_FONT              0.001 0.001 0.001 0.001
 score HTML_TEXT_INVISIBLE_STYLE             1.000 1.000 1.000 1.000
-score IMG_ONLY_FM_DOM_INFO                  2.099 1.901 2.099 1.901
+score IMG_ONLY_FM_DOM_INFO                  2.099 1.894 2.099 1.894
 score JH_SPAMMY_HEADERS                     1.000 1.000 1.000 1.000
 score JH_SPAMMY_PATTERN01                   1.000 1.000 1.000 1.000
 score JH_SPAMMY_PATTERN02                   1.000 1.000 1.000 1.000
-score KHOP_HELO_FCRDNS                      0.087 0.398 0.087 0.398
+score KHOP_HELO_FCRDNS                      0.087 0.400 0.087 0.400
 score LINKEDIN_IMG_NOT_RCVD_LNKN            1.000 1.000 1.000 1.000
 score LIST_PRTL_PUMPDUMP                    1.000 1.000 1.000 1.000
 score LIST_PRTL_SAME_USER                   1.000 1.000 1.000 1.000
 score LONG_HEX_URI                          1.000 1.000 1.000 1.000
 score LONG_IMG_URI                          1.000 1.000 1.000 1.000
-score LONG_INVISIBLE_TEXT                   2.999 2.996 2.999 2.996
+score LONG_INVISIBLE_TEXT                   2.999 2.999 2.999 2.999
 score LOTS_OF_MONEY                         0.010 0.010 0.010 0.010
-score LOTTO_DEPT                            1.999 1.997 1.999 1.997
+score LOTTO_DEPT                            1.999 1.999 1.999 1.999
 score LUCRATIVE                             0.001 0.001 0.001 0.001
 score MALF_HTML_B64                         1.000 1.000 1.000 1.000
 score MALWARE_NORDNS                        1.000 1.000 1.000 1.000
 score MALWARE_PASSWORD                      1.000 1.000 1.000 1.000
-score MALW_ATTACH                           2.899 2.896 2.899 2.896
+score MALW_ATTACH                           2.899 2.799 2.899 2.799
 score MC_MSFT_LISTMGR                       1.000 1.000 1.000 1.000
-score MILLION_HUNDRED                       2.880 2.242 2.880 2.242
-score MILLION_USD                           1.999 1.997 1.999 1.997
-score MIMEOLE_DIRECT_TO_MX                  1.999 1.997 1.999 1.997
+score MILLION_HUNDRED                       2.880 2.549 2.880 2.549
+score MILLION_USD                           1.999 1.999 1.999 1.999
+score MIMEOLE_DIRECT_TO_MX                  1.999 1.999 1.999 1.999
 score MIME_NO_TEXT                          0.001 0.001 0.001 0.001
 score MIXED_AREA_CASE                       1.000 1.000 1.000 1.000
-score MIXED_CENTER_CASE                     2.499 2.497 2.499 2.497
-score MIXED_ES                              0.291 0.001 0.291 0.001
+score MIXED_CENTER_CASE                     2.499 2.499 2.499 2.499
+score MIXED_ES                              0.291 0.094 0.291 0.094
 score MIXED_FONT_CASE                       1.000 1.000 1.000 1.000
-score MIXED_HREF_CASE                       1.999 1.997 1.999 1.997
-score MIXED_IMG_CASE                        1.434 0.226 1.434 0.226
+score MIXED_HREF_CASE                       1.999 1.999 1.999 1.999
+score MIXED_IMG_CASE                        1.434 2.447 1.434 2.447
 score MONERO_DEADLINE                       1.000 1.000 1.000 1.000
 score MONERO_EXTORT_01                      1.000 1.000 1.000 1.000
 score MONERO_MALWARE                        1.000 1.000 1.000 1.000
 score MONERO_PAY_ME                         1.000 1.000 1.000 1.000
 score MONEY_FORM                            1.253 1.846 1.253 1.846
 score MONEY_FORM_SHORT                      0.129 0.001 0.129 0.001
-score MONEY_FRAUD_3                         2.900 2.303 2.900 2.303
-score MONEY_FRAUD_5                         2.633 1.574 2.633 1.574
+score MONEY_FRAUD_3                         2.900 2.839 2.900 2.839
+score MONEY_FRAUD_5                         2.633 1.656 2.633 1.656
 score MONEY_FRAUD_8                         0.001 0.001 0.001 0.001
-score MONEY_FREEMAIL_REPTO                  1.377 0.558 1.377 0.558
-score MONEY_FROM_41                         1.311 1.997 1.311 1.997
+score MONEY_FREEMAIL_REPTO                  1.377 0.451 1.377 0.451
+score MONEY_FROM_41                         1.311 1.999 1.311 1.999
 score MONEY_FROM_MISSP                      0.001 0.001 0.001 0.001
 score MONEY_NOHTML                          1.984 0.001 1.984 0.001
 score MSGID_DOLLARS_URI_IMG                 1.000 1.000 1.000 1.000
-score MSGID_HDR_MALF                        1.000 3.496 1.000 3.496
-score MSM_PRIO_REPTO                        1.110 2.059 1.110 2.059
-score MXG_EMAIL_FRAG                        0.100 0.098 0.100 0.098
-score MXG_SPOOFED_DOCUSIGN                  0.100 0.098 0.100 0.098
+score MSGID_HDR_MALF                        1.000 3.500 1.000 3.500
+score MSM_PRIO_REPTO                        1.110 0.984 1.110 0.984
+score MXG_EMAIL_FRAG                        0.100 0.099 0.100 0.099
+score MXG_SPOOFED_DOCUSIGN                  0.100 0.099 0.100 0.099
 score NAME_EMAIL_DIFF                       0.001 0.001 0.001 0.001
-score NA_DOLLARS                            1.499 1.498 1.499 1.498
+score NA_DOLLARS                            1.499 1.499 1.499 1.499
 score NEWEGG_IMG_NOT_RCVD_NEGG              1.000 1.000 1.000 1.000
-score NEW_PRODUCTS                          1.249 1.248 1.249 1.248
-score NICE_REPLY_A                          -0.944 -1.601 -0.944 -1.601
-score NORDNS_LOW_CONTRAST                   1.889 2.497 1.889 2.497
-score NO_FM_NAME_IP_HOSTN                   1.233 1.548 1.233 1.548
+score NEW_PRODUCTS                          1.249 1.249 1.249 1.249
+score NICE_REPLY_A                          -0.944 -1.761 -0.944 -1.761
+score NORDNS_LOW_CONTRAST                   1.889 2.499 1.889 2.499
+score NO_FM_NAME_IP_HOSTN                   1.233 1.553 1.233 1.553
 score NSL_RCVD_FROM_USER                    0.001 0.001 0.001 0.001
-score NUMBERONLY_BITCOIN_EXP                1.093 0.667 1.093 0.667
-score OBFU_BITCOIN                          1.627 1.574 1.627 1.574
+score NUMBERONLY_BITCOIN_EXP                1.093 0.908 1.093 0.908
+score OBFU_BITCOIN                          1.627 2.391 1.627 2.391
 score ODD_FREEM_REPTO                       1.203 0.001 1.203 0.001
 score PAYPAL_PHISH_07                       1.000 1.000 1.000 1.000
-score PDS_BAD_THREAD_QP_64                  0.999 0.998 0.999 0.998
-score PDS_BTC_ID                            0.499 0.498 0.499 0.498
-score PDS_BTC_MSGID                         0.702 0.639 0.702 0.639
-score PDS_DBL_URL_TNB_RUNON                 1.999 1.997 1.999 1.997
-score PDS_FRNOM_TODOM_DBL_URL               1.499 1.498 1.499 1.498
-score PDS_FRNOM_TODOM_NAKED_TO              1.350 0.930 1.350 0.930
-score PDS_FROM_2_EMAILS                     3.499 3.496 3.499 3.496
-score PDS_FROM_NAME_TO_DOMAIN               0.056 0.201 0.056 0.201
+score PDS_BAD_THREAD_QP_64                  0.999 0.999 0.999 0.999
+score PDS_BTC_ID                            0.499 0.499 0.499 0.499
+score PDS_BTC_MSGID                         0.702 0.105 0.702 0.105
+score PDS_DBL_URL_TNB_RUNON                 1.999 1.999 1.999 1.999
+score PDS_FRNOM_TODOM_DBL_URL               1.499 1.499 1.499 1.499
+score PDS_FRNOM_TODOM_NAKED_TO              1.350 0.330 1.350 0.330
+score PDS_FROM_2_EMAILS                     3.499 3.499 3.499 3.499
+score PDS_FROM_NAME_TO_DOMAIN               0.056 0.775 0.056 0.775
 score PDS_HELO_SPF_FAIL                     0.001 1.000 0.001 1.000
-score PDS_NAKED_TO_NUMERO                   1.999 1.997 1.999 1.997
+score PDS_NAKED_TO_NUMERO                   1.999 1.999 1.999 1.999
 score PHISH_AZURE_CLOUDAPP                  3.500 3.500 3.500 3.500
 score PHISH_FBASEAPP                        1.000 1.000 1.000 1.000
 score PHONE_983_NOVEL                       1.000 0.001 1.000 0.001
 score PHONE_ORDERSCAM                       1.000 1.000 1.000 1.000
 score PHP_NOVER_MUA                         1.000 1.000 1.000 1.000
-score PHP_ORIG_SCRIPT                       0.272 1.247 0.272 1.247
-score PHP_SCRIPT                            0.642 2.497 0.642 2.497
+score PHP_ORIG_SCRIPT                       0.272 1.275 0.272 1.275
+score PHP_SCRIPT                            0.642 2.499 0.642 2.499
 score PHP_SCRIPT_MUA                        1.000 1.000 1.000 1.000
 score PMP_SPAM                              1.000 1.000 1.000 1.000
 score POSSIBLE_AMAZON_PHISH_03              1.000 1.000 1.000 1.000
-score POSSIBLE_GMAIL_PHISHER                3.050 1.196 3.050 1.196
+score POSSIBLE_GMAIL_PHISHER                3.050 2.357 3.050 2.357
 score POSSIBLE_PAYPAL_PHISH_02              1.000 1.000 1.000 1.000
-score PP_MIME_FAKE_ASCII_TEXT               0.001 0.240 0.001 0.240
+score PP_MIME_FAKE_ASCII_TEXT               0.001 0.239 0.001 0.239
 score PP_TOO_MUCH_UNICODE02                 0.500 0.500 0.500 0.500
 score PP_TOO_MUCH_UNICODE05                 1.000 1.000 1.000 1.000
 score PUMPDUMP                              1.000 1.000 1.000 1.000
@@ -308,7 +308,7 @@ score PUMPDUMP_MULTI
 score RAND_HEADER_LIST_SPOOF                1.000 1.000 1.000 1.000
 score RAND_HEADER_MANY                      1.000 1.000 1.000 1.000
 score RAND_MKTG_HEADER                      1.000 1.000 1.000 1.000
-score RATWARE_NO_RDNS                       0.424 2.108 0.424 2.108
+score RATWARE_NO_RDNS                       0.424 1.124 0.424 1.124
 score RCVD_DOTEDU_SHORT                     1.000 1.000 1.000 1.000
 score RCVD_DOTEDU_SUSP_URI                  1.000 1.000 1.000 1.000
 score RCVD_IN_IADB_DMARC                    0.001 0.001 0.001 0.001
@@ -326,13 +326,13 @@ score RCVD_IN_MSPIKE_WL
 score RCVD_IN_MSPIKE_ZBI                    0.001 0.001 0.001 0.001
 score RDNS_NUM_TLD_ATCHNX                   1.000 1.000 1.000 1.000
 score RDNS_NUM_TLD_XM                       1.000 1.000 1.000 1.000
-score READY_TO_SHIP                         1.250 1.248 1.250 1.248
+score READY_TO_SHIP                         1.250 1.249 1.250 1.249
 score REPTO_419_FRAUD                       1.000 1.000 1.000 1.000
 score REPTO_419_FRAUD_AOL                   1.000 1.000 1.000 1.000
 score REPTO_419_FRAUD_AOL_LOOSE             1.000 1.000 1.000 1.000
 score REPTO_419_FRAUD_CNS                   1.000 1.000 1.000 1.000
 score REPTO_419_FRAUD_GM                    0.910 0.001 0.910 0.001
-score REPTO_419_FRAUD_GM_LOOSE              1.000 0.998 1.000 0.998
+score REPTO_419_FRAUD_GM_LOOSE              1.000 0.999 1.000 0.999
 score REPTO_419_FRAUD_HM                    1.000 1.000 1.000 1.000
 score REPTO_419_FRAUD_OL                    1.000 1.000 1.000 1.000
 score REPTO_419_FRAUD_PM                    1.000 1.000 1.000 1.000
@@ -341,62 +341,62 @@ score REPTO_419_FRAUD_YH
 score REPTO_419_FRAUD_YH_LOOSE              1.000 1.000 1.000 1.000
 score REPTO_419_FRAUD_YJ                    1.000 1.000 1.000 1.000
 score REPTO_419_FRAUD_YN                    1.000 1.000 1.000 1.000
-score RISK_FREE                             2.799 2.896 2.799 2.896
+score RISK_FREE                             2.799 2.799 2.799 2.799
 score SCC_ISEMM_LID_1                       1.000 1.000 1.000 1.000
 score SCC_ISEMM_LID_1B                      1.000 1.000 1.000 1.000
 score SENDGRID_REDIR                        0.001 0.001 0.001 0.001
 score SENDGRID_REDIR_PHISH                  1.000 1.000 1.000 1.000
 score SEO_SUSP_NTLD                         1.000 1.000 1.000 1.000
 score SHOPIFY_IMG_NOT_RCVD_SFY              1.000 1.000 1.000 1.000
-score SHORTENER_SHORT_IMG                   0.001 1.118 0.001 1.118
+score SHORTENER_SHORT_IMG                   0.001 1.083 0.001 1.083
 score SHORT_IMG_SUSP_NTLD                   1.000 1.000 1.000 1.000
 score SHY_OBFU_EXPIRE                       1.000 1.000 1.000 1.000
 score SHY_OBFU_PASSWORD                     1.000 1.000 1.000 1.000
-score SPOOFED_FREEMAIL                      0.001 0.747 0.001 0.747
-score SPOOFED_FREEMAIL_NO_RDNS              1.202 0.759 1.202 0.759
-score SPOOFED_FREEM_REPTO                   0.001 1.089 0.001 1.089
+score SPOOFED_FREEMAIL                      0.001 0.745 0.001 0.745
+score SPOOFED_FREEMAIL_NO_RDNS              1.202 0.728 1.202 0.728
+score SPOOFED_FREEM_REPTO                   0.001 1.250 0.001 1.250
 score SPOOFED_FREEM_REPTO_CHN               0.001 1.000 0.001 1.000
 score SPOOFED_FREEM_REPTO_RUS               0.001 1.000 0.001 1.000
 score SPOOF_GMAIL_MID                       0.001 0.001 0.001 0.001
-score STATIC_XPRIO_OLE                      0.001 0.001 0.001 0.001
+score STATIC_XPRIO_OLE                      0.001 0.004 0.001 0.004
 score STOCK_TIP                             1.000 1.000 1.000 1.000
-score STY_INVIS_DIRECT                      2.499 2.497 2.499 2.497
+score STY_INVIS_DIRECT                      2.499 2.499 2.499 2.499
 score SUBJ_BRKN_WORDNUMS                    1.000 1.000 1.000 1.000
 score SURBL_BLOCKED                         0.001 0.001 0.001 0.001
-score SUSP_UTF8_WORD_FROM                   1.999 1.997 1.999 1.997
+score SUSP_UTF8_WORD_FROM                   1.999 1.999 1.999 1.999
 score SYSADMIN                              1.000 1.000 1.000 1.000
 score TAGSTAT_IMG_NOT_RCVD_TGST             1.000 1.000 1.000 1.000
 score TARINGANET_IMG_NOT_RCVD_TN            1.000 1.000 1.000 1.000
-score TEQF_USR_POLITE                       1.999 1.998 1.999 1.998
-score THIS_IS_ADV_SUSP_NTLD                 1.450 0.871 1.450 0.871
+score TEQF_USR_POLITE                       1.999 1.999 1.999 1.999
+score THIS_IS_ADV_SUSP_NTLD                 1.450 0.497 1.450 0.497
 score TONLINE_FAKE_DKIM                     1.000 1.000 1.000 1.000
 score TO_EQ_FM_DIRECT_MX                    0.001 0.001 0.001 0.001
-score TO_EQ_FM_DOM_HTML_ONLY                1.223 0.027 1.223 0.027
+score TO_EQ_FM_DOM_HTML_ONLY                1.223 0.001 1.223 0.001
 score TO_EQ_FM_DOM_SPF_FAIL                 0.001 0.001 0.001 0.001
-score TO_EQ_FM_HTML_DIRECT                  1.276 0.359 1.276 0.359
+score TO_EQ_FM_HTML_DIRECT                  1.276 0.412 1.276 0.412
 score TO_EQ_FM_HTML_ONLY                    0.001 0.001 0.001 0.001
 score TO_EQ_FM_SPF_FAIL                     0.001 0.001 0.001 0.001
 score TO_IN_SUBJ                            0.100 0.099 0.100 0.099
 score TO_NAME_SUBJ_NO_RDNS                  1.000 1.000 1.000 1.000
-score TO_NO_BRKTS_FROM_MSSP                 2.499 2.497 2.499 2.497
+score TO_NO_BRKTS_FROM_MSSP                 2.499 2.499 2.499 2.499
 score TO_NO_BRKTS_HTML_IMG                  0.001 0.001 0.001 0.001
-score TO_NO_BRKTS_HTML_ONLY                 1.999 1.161 1.999 1.161
-score TO_NO_BRKTS_MSFT                      0.342 1.275 0.342 1.275
-score TO_NO_BRKTS_NORDNS_HTML               1.999 1.997 1.999 1.997
-score TO_NO_BRKTS_PCNT                      2.499 2.497 2.499 2.497
-score TVD_SPACE_ENCODED                     2.326 2.497 2.326 2.497
+score TO_NO_BRKTS_HTML_ONLY                 1.999 1.171 1.999 1.171
+score TO_NO_BRKTS_MSFT                      0.342 1.383 0.342 1.383
+score TO_NO_BRKTS_NORDNS_HTML               1.999 1.999 1.999 1.999
+score TO_NO_BRKTS_PCNT                      2.499 2.499 2.499 2.499
+score TVD_SPACE_ENCODED                     2.326 2.499 2.326 2.499
 score TVD_SPACE_RATIO_MINFP                 0.001 0.001 0.001 0.001
 score TW_GIBBERISH_MANY                     1.000 1.000 1.000 1.000
 score UC_GIBBERISH_OBFU                     1.000 1.000 1.000 1.000
-score UNDISC_FREEM                          2.999 2.996 2.999 2.996
-score UNDISC_MONEY                          3.099 2.779 3.099 2.779
+score UNDISC_FREEM                          2.999 2.999 2.999 2.999
+score UNDISC_MONEY                          3.099 2.795 3.099 2.795
 score UNICODE_OBFU_ASC                      1.000 1.000 1.000 1.000
 score UNICODE_OBFU_ZW                       1.000 1.000 1.000 1.000
-score UNICODE_OBFU_ZW_MANY                  2.999 2.629 2.999 2.629
+score UNICODE_OBFU_ZW_MANY                  2.999 2.536 2.999 2.536
 score UNICODE_RTL_OBFU                      1.000 1.000 1.000 1.000
 score UNSUB_GOOG_FORM                       1.000 1.000 1.000 1.000
-score UPPERCASE_URI                         3.399 2.746 3.399 2.746
-score URIBL_CT_SURBL                        0.001 2.297 0.001 2.297
+score UPPERCASE_URI                         3.399 2.749 3.399 2.749
+score URIBL_CT_SURBL                        0.001 2.299 0.001 2.299
 score URIBL_DM_SURBL                        0.001 0.001 0.001 0.001
 score URI_ADOBESPARK                        1.000 1.000 1.000 1.000
 score URI_AZURE_CLOUDAPP                    1.000 1.000 1.000 1.000
@@ -404,12 +404,12 @@ score URI_CLOUDFLAREIPFS
 score URI_DASHGOVEDU                        1.000 1.000 1.000 1.000
 score URI_DATA                              1.000 1.000 1.000 1.000
 score URI_DOTCN_LOGIN                       1.499 1.000 1.499 1.000
-score URI_DOTCN_SPOOF                       2.941 2.996 2.941 2.996
+score URI_DOTCN_SPOOF                       2.941 2.999 2.941 2.999
 score URI_DOTEDU                            1.000 1.000 1.000 1.000
 score URI_DOTEDU_ENTITY                     1.000 1.000 1.000 1.000
 score URI_DWEBIPFS                          1.000 1.000 1.000 1.000
 score URI_EXCESS_SLASHES                    1.000 1.000 1.000 1.000
-score URI_FIREBASEAPP                       2.999 2.996 2.999 2.996
+score URI_FIREBASEAPP                       2.999 2.999 2.999 2.999
 score URI_FLKIPFSXYZIPFS                    1.000 1.000 1.000 1.000
 score URI_GLITCHME                          1.000 1.000 1.000 1.000
 score URI_GOOGDRAWPREVIEW_MINFP             3.000 3.000 3.000 3.000
@@ -418,31 +418,31 @@ score URI_GOOG_STO_SPAMMY
 score URI_HEX_IP                            1.000 1.000 1.000 1.000
 score URI_IMG_CWINDOWSNET                   1.000 1.000 1.000 1.000
 score URI_IMG_WP_REDIR                      1.000 1.000 1.000 1.000
-score URI_IPFS                              3.486 3.287 3.486 3.287
-score URI_IPFSIO                            2.724 1.180 2.724 1.180
+score URI_IPFS                              3.486 2.229 3.486 2.229
+score URI_IPFSIO                            2.724 3.499 2.724 3.499
 score URI_LONG_REPEAT                       1.000 1.000 1.000 1.000
 score URI_ONLY_MSGID_MALF                   1.000 1.000 1.000 1.000
 score URI_OPTOUT_3LD                        1.000 1.000 1.000 1.000
-score URI_PHISH                             3.999 3.995 3.999 3.995
+score URI_PHISH                             3.999 3.999 3.999 3.999
 score URI_PHP_REDIR                         1.000 1.000 1.000 1.000
-score URI_TRY_3LD                           1.999 1.273 1.999 1.273
+score URI_TRY_3LD                           1.999 0.746 1.999 0.746
 score URI_TRY_USME                          1.000 1.000 1.000 1.000
-score URI_WPADMIN                           2.240 2.315 2.240 2.315
+score URI_WPADMIN                           2.240 2.336 2.240 2.336
 score URI_WP_DIRINDEX                       1.000 1.000 1.000 1.000
-score URI_WP_HACKED                         2.760 1.681 2.760 1.681
+score URI_WP_HACKED                         2.760 1.662 2.760 1.662
 score URI_WP_HACKED_2                       1.000 1.000 1.000 1.000
 score USB_DRIVES                            1.000 1.000 1.000 1.000
-score VFY_ACCT_NORDNS                       1.279 2.996 1.279 2.996
+score VFY_ACCT_NORDNS                       1.279 2.999 1.279 2.999
 score VISTA_COST                            1.000 1.000 1.000 1.000
 score VISTA_TONOM_EQ_TOLOC                  1.000 1.000 1.000 1.000
 score VPS_NO_NTLD                           1.000 1.000 1.000 1.000
 score WALMART_IMG_NOT_RCVD_WAL              1.000 1.000 1.000 1.000
-score WIKI_IMG                              2.499 2.497 2.499 2.497
-score WORD_INVIS                            2.999 2.996 2.999 2.996
-score WORD_INVIS_MANY                       2.999 2.996 2.999 2.996
+score WIKI_IMG                              2.499 2.499 2.499 2.499
+score WORD_INVIS                            2.999 2.999 2.999 2.999
+score WORD_INVIS_MANY                       2.999 2.999 2.999 2.999
 score XM_DIGITS_ONLY                        1.000 1.000 1.000 1.000
-score XM_RANDOM                             2.499 2.497 2.499 2.497
-score XPRIO                                 0.695 2.247 0.695 2.247
+score XM_RANDOM                             2.499 2.499 2.499 2.499
+score XPRIO                                 0.695 2.249 0.695 2.249
 score XPRIO_SHORT_SUBJ                      1.000 1.000 1.000 1.000
 score XPRIO_VISTA                           1.000 1.000 1.000 1.000
 score ZW_OBFU_FROMTOSUBJ                    1.000 1.000 1.000 1.000

Modified: spamassassin/trunk/rulesrc/scores/scores-set1
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set1	Fri Jul 17 00:15:07 2026	(r1936221)
+++ spamassassin/trunk/rulesrc/scores/scores-set1	Fri Jul 17 02:41:00 2026	(r1936222)
@@ -1,226 +1,226 @@
 # Using score set 1 logs for revision 1936050 from:
 # ham-net-giovanni-ham.r1936050.log ham-net-giovanni-spam.r1936050.log ham-net-grenier.r1936050.log ham-net-jhardin.r1936050.log ham-net-koyer.r1936050.log ham-net-llanga.r1936050.log ham-net-mmiroslaw-mails-ham.r1936050.log ham-net-mmiroslaw-mails-spam.r1936050.log ham-net-spamsponge.r1936050.log ham-net-tsz-corpus.r1936050.log ham-net-whyscream.r1936050.log spam-net-giovanni-ham.r1936050.log spam-net-giovanni-spam.r1936050.log spam-net-grenier.r1936050.log spam-net-jhardin.r1936050.log spam-net-koyer.r1936050.log spam-net-llanga.r1936050.log spam-net-mmiroslaw-mails-ham.r1936050.log spam-net-mmiroslaw-mails-spam.r1936050.log spam-net-spamsponge.r1936050.log spam-net-tsz-corpus.r1936050.log spam-net-whyscream.r1936050.log
 
-score ACCT_PHISHING_MANY             2.996
+score ACCT_PHISHING_MANY             2.999
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              2.497
-score ADMITS_SPAM                    1.997
-score ADVANCE_FEE_2_NEW_FRM_MNY      2.497
-score ADVANCE_FEE_2_NEW_MONEY        0.716
-score ADVANCE_FEE_3_NEW              2.951
-score ADVANCE_FEE_3_NEW_MONEY        2.397
-score ADVANCE_FEE_4_NEW              2.696
+score AC_FROM_MANY_DOTS              2.499
+score ADMITS_SPAM                    1.999
+score ADVANCE_FEE_2_NEW_FRM_MNY      2.499
+score ADVANCE_FEE_2_NEW_MONEY        0.719
+score ADVANCE_FEE_3_NEW              2.959
+score ADVANCE_FEE_3_NEW_MONEY        3.510
+score ADVANCE_FEE_4_NEW              2.699
 score ADVANCE_FEE_4_NEW_MONEY        0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY      1.376
-score ADVANCE_FEE_5_NEW_MONEY        3.099
+score ADVANCE_FEE_5_NEW_FRM_MNY      0.205
+score ADVANCE_FEE_5_NEW_MONEY        2.663
 score AD_PREFS                       0.001
-score AMAZON_IMG_NOT_RCVD_AMZN       2.497
-score AXB_XMAILER_MIMEOLE_OL_024C2   1.754
-score BIGNUM_EMAILS_FREEM            2.298
-score BIGNUM_EMAILS_MANY             2.996
-score BITCOIN_DEADLINE               2.996
-score BITCOIN_EXTORT_01              4.697
-score BITCOIN_MALF_HTML              1.750
-score BITCOIN_ONAN                   2.552
-score BITCOIN_SPAM_02                2.497
-score BITCOIN_SPAM_05                2.497
-score BITCOIN_SPAM_07                3.197
-score BITCOIN_SPAM_08                2.497
-score BITCOIN_TOEQFM                 2.425
-score BITCOIN_VISTA                  3.305
-score BITCOIN_XPRIO                  2.497
+score AMAZON_IMG_NOT_RCVD_AMZN       2.499
+score AXB_XMAILER_MIMEOLE_OL_024C2   0.985
+score BIGNUM_EMAILS_FREEM            2.308
+score BIGNUM_EMAILS_MANY             2.999
+score BITCOIN_DEADLINE               2.999
+score BITCOIN_EXTORT_01              4.389
+score BITCOIN_MALF_HTML              1.436
+score BITCOIN_ONAN                   1.914
+score BITCOIN_SPAM_02                2.499
+score BITCOIN_SPAM_05                2.499
+score BITCOIN_SPAM_07                1.830
+score BITCOIN_SPAM_08                2.499
+score BITCOIN_TOEQFM                 2.856
+score BITCOIN_VISTA                  3.432
+score BITCOIN_XPRIO                  2.490
 score BODY_URI_ONLY                  0.001
-score BOGUS_MSM_HDRS                 1.344
-score CN_PHISH_JP_02                 2.497
-score CN_PHISH_JP_04                 2.037
-score COMPENSATION                   1.498
+score BOGUS_MSM_HDRS                 0.879
+score CN_PHISH_JP_02                 2.499
+score CN_PHISH_JP_04                 1.441
+score COMPENSATION                   1.499
 score CONTENT_AFTER_HTML             0.001
-score CTE_8BIT_MISMATCH              0.998
+score CTE_8BIT_MISMATCH              0.999
 score DATE_IN_FUTURE_96_Q            4.199
-score DEAR_BENEFICIARY               2.996
-score DEAR_EMAIL                     1.498
-score DKIMWL_WL_HIGH                 -1.862
-score DKIMWL_WL_MED                  -0.498
-score DOS_BODY_HIGH_NO_MID           2.704
-score DSN_NO_MIMEVERSION             1.997
-score DYNAMIC_IMGUR                  3.995
+score DEAR_BENEFICIARY               2.999
+score DEAR_EMAIL                     1.499
+score DKIMWL_WL_HIGH                 -1.952
+score DKIMWL_WL_MED                  -0.499
+score DOS_BODY_HIGH_NO_MID           2.740
+score DSN_NO_MIMEVERSION             1.999
+score DYNAMIC_IMGUR                  3.999
 score ENCRYPTED_MESSAGE              -0.999
-score END_FUTURE_EMAILS              0.730
+score END_FUTURE_EMAILS              0.738
 score FILL_THIS_FORM                 0.746
-score FONT_INVIS_DIRECT              1.992
-score FONT_INVIS_LONG_LINE           2.100
-score FONT_INVIS_MSGID               2.497
-score FONT_INVIS_NORDNS              1.711
-score FORGED_SPF_HELO                0.001
+score FONT_INVIS_DIRECT              1.988
+score FONT_INVIS_LONG_LINE           2.099
+score FONT_INVIS_MSGID               2.499
+score FONT_INVIS_NORDNS              1.724
+score FORGED_SPF_HELO                0.001 # force non-zero
 score FORM_FRAUD                     0.001
-score FORM_FRAUD_3                   1.539
+score FORM_FRAUD_3                   1.915
 score FORM_FRAUD_5                   0.001
 score FREEMAIL_FORGED_FROMDOMAIN     0.001
-score FROM_ADDR_WS                   2.996
-score FROM_BANK_NOAUTH               0.998
-score FROM_FMBLA_NEWDOM              0.576
-score FROM_FMBLA_NEWDOM14            0.998
-score FROM_GOV_SPOOF                 0.998
-score FROM_IN_TO_AND_SUBJ            2.696
-score FROM_LONG_DOM_MINFP            1.849
+score FROM_ADDR_WS                   2.999
+score FROM_BANK_NOAUTH               0.999
+score FROM_FMBLA_NEWDOM              0.559
+score FROM_FMBLA_NEWDOM14            0.999
+score FROM_GOV_SPOOF                 0.999
+score FROM_IN_TO_AND_SUBJ            2.699
+score FROM_LONG_DOM_MINFP            1.844
 score FROM_MISSPACED                 0.001
-score FROM_MISSP_DYNIP               3.096
-score FROM_MISSP_EH_MATCH            1.997
-score FROM_MISSP_FREEMAIL            3.496
-score FROM_MISSP_MSFT                2.849
-score FROM_MISSP_REPLYTO             2.396
-score FROM_MISSP_USER                0.176
-score FROM_MISSP_XPRIO               2.036
-score FROM_MULTI_NORDNS              3.952
-score FROM_NTLD_REPLY_FREEMAIL       0.001
-score FROM_SUSPICIOUS_NTLD           0.498
-score FROM_SUSPICIOUS_NTLD_FP        1.998
-score FROM_WSP_LEAD                  3.196
-score FROM_WSP_TRAIL                 3.196
+score FROM_MISSP_DYNIP               3.099
+score FROM_MISSP_EH_MATCH            1.999
+score FROM_MISSP_FREEMAIL            3.499
+score FROM_MISSP_MSFT                0.182
+score FROM_MISSP_REPLYTO             2.399
+score FROM_MISSP_USER                1.853
+score FROM_MISSP_XPRIO               1.570
+score FROM_MULTI_NORDNS              3.846
+score FROM_NTLD_REPLY_FREEMAIL       0.906
+score FROM_SUSPICIOUS_NTLD           0.500
+score FROM_SUSPICIOUS_NTLD_FP        1.999
+score FROM_WSP_LEAD                  3.199
+score FROM_WSP_TRAIL                 3.099
 score FSL_BULK_SIG                   0.001
-score FSL_CTYPE_WIN1251              0.595
-score FSL_HAS_TINYURL                3.695
-score FSL_HELO_BARE_IP_2             0.873
+score FSL_CTYPE_WIN1251              0.917
+score FSL_HAS_TINYURL                3.699
+score FSL_HELO_BARE_IP_2             0.883
 score FSL_NEW_HELO_USER              0.001
-score FUZZY_BITCOIN                  2.006
-score GB_BITCOIN_CP                  1.021
-score GB_CUSTOM_HTM_URI              0.010
-score GB_FREEMAIL_DISPTO             0.499
-score GB_FREEMAIL_DISPTO_NOTFREEM    0.498
-score GB_HASHBL_BTC                  4.514
-score GOOG_REDIR_HTML_ONLY           1.498
-score GOOG_REDIR_NORDNS              1.498
+score FUZZY_BITCOIN                  2.699
+score GB_BITCOIN_CP                  0.916
+score GB_CUSTOM_HTM_URI              0.005
+score GB_FREEMAIL_DISPTO             0.500
+score GB_FREEMAIL_DISPTO_NOTFREEM    0.499
+score GB_HASHBL_BTC                  4.517
+score GOOG_REDIR_HTML_ONLY           1.499
+score GOOG_REDIR_NORDNS              1.499
 score GOOG_REDIR_NOTRDNS             0.001
-score GOOG_STO_EMAIL_PHISH           2.996
-score GOOG_STO_HTML_PHISH            1.368
-score GOOG_STO_NOIMG_HTML            2.996
-score HAS_X_OUTGOING_SPAM_STAT       1.997
-score HDR_ORDER_FTSDMCXX_DIRECT      1.539
-score HDR_ORDER_FTSDMCXX_NORDNS      2.058
-score HEADER_FROM_DIFFERENT_DOMAINS  0.249
+score GOOG_STO_EMAIL_PHISH           2.999
+score GOOG_STO_HTML_PHISH            0.840
+score GOOG_STO_NOIMG_HTML            3.000
+score HAS_X_OUTGOING_SPAM_STAT       2.000
+score HDR_ORDER_FTSDMCXX_DIRECT      0.997
+score HDR_ORDER_FTSDMCXX_NORDNS      2.229
+score HEADER_FROM_DIFFERENT_DOMAINS  0.250
 score HELO_MISC_IP                   0.249
-score HELO_NO_DOMAIN                 1.114
+score HELO_NO_DOMAIN                 1.093
 score HK_NAME_FM_MR_MRS              0.001
-score HK_NAME_FROM                   0.998
-score HK_NAME_MR_MRS                 0.998
-score HK_RANDOM_ENVFROM              0.001
-score HK_RANDOM_FROM                 0.998
-score HK_RANDOM_REPLYTO              0.998
+score HK_NAME_FROM                   0.999
+score HK_NAME_MR_MRS                 0.999
+score HK_RANDOM_ENVFROM              0.001 # force non-zero
+score HK_RANDOM_FROM                 0.999
+score HK_RANDOM_REPLYTO              0.999
 score HK_SCAM                        0.001
-score HOSTED_IMG_MULTI_PUB_01        2.996
-score HREF_EMPTY_NORDNS              1.303
-score HTML_ENTITY_ASCII              2.996
-score HTML_FONT_TINY_NORDNS          1.997
-score HTML_OFF_PAGE                  2.996
-score HTML_SINGLET_MANY              1.980
-score HTML_TAG_BALANCE_CENTER        2.567
+score HOSTED_IMG_MULTI_PUB_01        2.999
+score HREF_EMPTY_NORDNS              1.302
+score HTML_ENTITY_ASCII              2.999
+score HTML_FONT_TINY_NORDNS          2.000
+score HTML_OFF_PAGE                  2.999
+score HTML_SINGLET_MANY              1.990
+score HTML_TAG_BALANCE_CENTER        2.569
 score HTML_TEXT_INVISIBLE_FONT       0.001
-score IMG_ONLY_FM_DOM_INFO           1.901
-score KHOP_HELO_FCRDNS               0.398
-score LONG_INVISIBLE_TEXT            2.996
+score IMG_ONLY_FM_DOM_INFO           1.894
+score KHOP_HELO_FCRDNS               0.400
+score LONG_INVISIBLE_TEXT            2.999
 score LOTS_OF_MONEY                  0.010
-score LOTTO_DEPT                     1.997
+score LOTTO_DEPT                     1.999
 score LUCRATIVE                      0.001
-score MALW_ATTACH                    2.896
-score MAY_BE_FORGED                  4.295
-score MILLION_HUNDRED                2.242
-score MILLION_USD                    1.997
-score MIMEOLE_DIRECT_TO_MX           1.997
+score MALW_ATTACH                    2.799
+score MAY_BE_FORGED                  4.299
+score MILLION_HUNDRED                2.549
+score MILLION_USD                    1.999
+score MIMEOLE_DIRECT_TO_MX           1.999
 score MIME_NO_TEXT                   0.001
-score MIXED_CENTER_CASE              2.497
-score MIXED_ES                       0.001
-score MIXED_HREF_CASE                1.997
-score MIXED_IMG_CASE                 0.226
+score MIXED_CENTER_CASE              2.499
+score MIXED_ES                       0.094
+score MIXED_HREF_CASE                1.999
+score MIXED_IMG_CASE                 2.447
 score MONEY_FORM                     1.846
 score MONEY_FORM_SHORT               0.001
-score MONEY_FRAUD_3                  2.303
-score MONEY_FRAUD_5                  1.574
+score MONEY_FRAUD_3                  2.839
+score MONEY_FRAUD_5                  1.656
 score MONEY_FRAUD_8                  0.001
-score MONEY_FREEMAIL_REPTO           0.558
-score MONEY_FROM_41                  1.997
+score MONEY_FREEMAIL_REPTO           0.451
+score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               0.001
-score MSGID_HDR_MALF                 3.496
-score MSM_PRIO_REPTO                 2.059
-score MXG_EMAIL_FRAG                 0.098
-score MXG_SPOOFED_DOCUSIGN           0.098
-score NAME_EMAIL_DIFF                0.001
-score NA_DOLLARS                     1.498
-score NEW_PRODUCTS                   1.248
-score NICE_REPLY_A                   -1.601
-score NORDNS_LOW_CONTRAST            2.497
-score NO_FM_NAME_IP_HOSTN            1.548
+score MSGID_HDR_MALF                 3.500
+score MSM_PRIO_REPTO                 0.984
+score MXG_EMAIL_FRAG                 0.099
+score MXG_SPOOFED_DOCUSIGN           0.099
+score NAME_EMAIL_DIFF                0.001 # force non-zero
+score NA_DOLLARS                     1.499
+score NEW_PRODUCTS                   1.249
+score NICE_REPLY_A                   -1.761
+score NORDNS_LOW_CONTRAST            2.499
+score NO_FM_NAME_IP_HOSTN            1.553
 score NSL_RCVD_FROM_USER             0.001
-score NUMBERONLY_BITCOIN_EXP         0.667
-score OBFU_BITCOIN                   1.574
+score NUMBERONLY_BITCOIN_EXP         0.908
+score OBFU_BITCOIN                   2.391
 score ODD_FREEM_REPTO                0.001
-score PDS_BAD_THREAD_QP_64           0.998
-score PDS_BTC_ID                     0.498
-score PDS_BTC_MSGID                  0.639
-score PDS_DBL_URL_TNB_RUNON          1.997
-score PDS_FRNOM_TODOM_DBL_URL        1.498
-score PDS_FRNOM_TODOM_NAKED_TO       0.930
-score PDS_FROM_2_EMAILS              3.496
-score PDS_FROM_NAME_TO_DOMAIN        0.201
-score PDS_NAKED_TO_NUMERO            1.997
-score PDS_OTHER_BAD_TLD              1.997
+score PDS_BAD_THREAD_QP_64           0.999
+score PDS_BTC_ID                     0.499
+score PDS_BTC_MSGID                  0.105
+score PDS_DBL_URL_TNB_RUNON          1.999
+score PDS_FRNOM_TODOM_DBL_URL        1.499
+score PDS_FRNOM_TODOM_NAKED_TO       0.330
+score PDS_FROM_2_EMAILS              3.499
+score PDS_FROM_NAME_TO_DOMAIN        0.775
+score PDS_NAKED_TO_NUMERO            1.999
+score PDS_OTHER_BAD_TLD              1.999
 score PDS_RDNS_DYNAMIC_FP            0.010
-score PHP_ORIG_SCRIPT                1.247
-score PHP_SCRIPT                     2.497
-score POSSIBLE_GMAIL_PHISHER         1.196
-score PP_MIME_FAKE_ASCII_TEXT        0.240
-score RATWARE_NO_RDNS                2.108
+score PHP_ORIG_SCRIPT                1.275
+score PHP_SCRIPT                     2.499
+score POSSIBLE_GMAIL_PHISHER         2.357
+score PP_MIME_FAKE_ASCII_TEXT        0.239
+score RATWARE_NO_RDNS                1.124
 score RCVD_IN_IADB_ESP               -0.001
-score READY_TO_SHIP                  1.248
-score REPTO_419_FRAUD_GM             0.001
-score REPTO_419_FRAUD_GM_LOOSE       0.998
-score RISK_FREE                      2.896
-score SHORTENER_SHORT_IMG            1.118
-score SPOOFED_FREEMAIL               0.747
-score SPOOFED_FREEMAIL_NO_RDNS       0.759
-score SPOOFED_FREEM_REPTO            1.089
+score READY_TO_SHIP                  1.249
+score REPTO_419_FRAUD_GM             0.001 # force non-zero
+score REPTO_419_FRAUD_GM_LOOSE       0.999
+score RISK_FREE                      2.799
+score SHORTENER_SHORT_IMG            1.083
+score SPOOFED_FREEMAIL               0.745
+score SPOOFED_FREEMAIL_NO_RDNS       0.728
+score SPOOFED_FREEM_REPTO            1.250
 score SPOOF_GMAIL_MID                0.001
-score STATIC_XPRIO_OLE               0.001
-score STY_INVIS_DIRECT               2.497
-score SUSP_UTF8_WORD_FROM            1.997
-score TEQF_USR_POLITE                1.998
-score THIS_IS_ADV_SUSP_NTLD          0.871
+score STATIC_XPRIO_OLE               0.004
+score STY_INVIS_DIRECT               2.499
+score SUSP_UTF8_WORD_FROM            1.999
+score TEQF_USR_POLITE                1.999
+score THIS_IS_ADV_SUSP_NTLD          0.497
 score TO_EQ_FM_DIRECT_MX             0.001
-score TO_EQ_FM_DOM_HTML_ONLY         0.027
+score TO_EQ_FM_DOM_HTML_ONLY         0.001
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
-score TO_EQ_FM_HTML_DIRECT           0.359
+score TO_EQ_FM_HTML_DIRECT           0.412
 score TO_EQ_FM_HTML_ONLY             0.001
 score TO_EQ_FM_SPF_FAIL              0.001
 score TO_IN_SUBJ                     0.099
-score TO_NO_BRKTS_DYNIP              2.962
-score TO_NO_BRKTS_FROM_MSSP          2.497
+score TO_NO_BRKTS_DYNIP              2.964
+score TO_NO_BRKTS_FROM_MSSP          2.499
 score TO_NO_BRKTS_HTML_IMG           0.001
-score TO_NO_BRKTS_HTML_ONLY          1.161
-score TO_NO_BRKTS_MSFT               1.275
-score TO_NO_BRKTS_NORDNS_HTML        1.997
-score TO_NO_BRKTS_PCNT               2.497
-score TVD_DOLLARS_US                 3.296
-score TVD_SPACE_ENCODED              2.497
+score TO_NO_BRKTS_HTML_ONLY          1.171
+score TO_NO_BRKTS_MSFT               1.383
+score TO_NO_BRKTS_NORDNS_HTML        1.999
+score TO_NO_BRKTS_PCNT               2.499
+score TVD_DOLLARS_US                 3.299
+score TVD_SPACE_ENCODED              2.499
 score TVD_SPACE_RATIO_MINFP          0.001
-score UNDISC_FREEM                   2.996
-score UNDISC_MONEY                   2.779
-score UNICODE_OBFU_ZW_MANY           2.629
-score UPPERCASE_URI                  2.746
-score URIBL_CT_SURBL                 2.297
-score URI_DOTCN_SPOOF                2.996
-score URI_FIREBASEAPP                2.996
-score URI_IPFS                       3.287
-score URI_IPFSIO                     1.180
-score URI_PHISH                      3.995
-score URI_TRY_3LD                    1.273
-score URI_WPADMIN                    2.315
-score URI_WP_HACKED                  1.681
-score VFY_ACCT_NORDNS                2.996
-score WIKI_IMG                       2.497
-score WORD_INVIS                     2.996
-score WORD_INVIS_MANY                2.996
-score XM_RANDOM                      2.497
-score XPRIO                          2.247
+score UNDISC_FREEM                   2.999
+score UNDISC_MONEY                   2.795
+score UNICODE_OBFU_ZW_MANY           2.536
+score UPPERCASE_URI                  2.749
+score URIBL_CT_SURBL                 2.299
+score URI_DOTCN_SPOOF                2.999
+score URI_FIREBASEAPP                2.999
+score URI_IPFS                       2.229
+score URI_IPFSIO                     3.499
+score URI_PHISH                      3.999
+score URI_TRY_3LD                    0.746
+score URI_WPADMIN                    2.336
+score URI_WP_HACKED                  1.662
+score VFY_ACCT_NORDNS                2.999
+score WIKI_IMG                       2.499
+score WORD_INVIS                     2.999
+score WORD_INVIS_MANY                2.999
+score XM_RANDOM                      2.499
+score XPRIO                          2.249
 score AC_HTML_NONSENSE_TAGS          1.000
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
@@ -309,7 +309,6 @@ score GOOG_STO_HTML_PHISH_MANY       1.0
 score GOOG_STO_IMG_HTML              1.000
 score GOOG_STO_IMG_NOHTML            1.000
 score HAS_X_NO_RELAY                 1.000
-score HDRS_LCASE                     0.100
 score HDRS_MISSP                     1.000
 score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000

Modified: spamassassin/trunk/rulesrc/scores/scores-set3
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3	Fri Jul 17 00:15:07 2026	(r1936221)
+++ spamassassin/trunk/rulesrc/scores/scores-set3	Fri Jul 17 02:41:00 2026	(r1936222)
@@ -1,226 +1,226 @@
 # Using score set 1 logs for revision 1936050 from:
 # ham-net-giovanni-ham.r1936050.log ham-net-giovanni-spam.r1936050.log ham-net-grenier.r1936050.log ham-net-jhardin.r1936050.log ham-net-koyer.r1936050.log ham-net-llanga.r1936050.log ham-net-mmiroslaw-mails-ham.r1936050.log ham-net-mmiroslaw-mails-spam.r1936050.log ham-net-spamsponge.r1936050.log ham-net-tsz-corpus.r1936050.log ham-net-whyscream.r1936050.log spam-net-giovanni-ham.r1936050.log spam-net-giovanni-spam.r1936050.log spam-net-grenier.r1936050.log spam-net-jhardin.r1936050.log spam-net-koyer.r1936050.log spam-net-llanga.r1936050.log spam-net-mmiroslaw-mails-ham.r1936050.log spam-net-mmiroslaw-mails-spam.r1936050.log spam-net-spamsponge.r1936050.log spam-net-tsz-corpus.r1936050.log spam-net-whyscream.r1936050.log
 
-score ACCT_PHISHING_MANY             2.996
+score ACCT_PHISHING_MANY             2.999
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              2.497
-score ADMITS_SPAM                    1.997
-score ADVANCE_FEE_2_NEW_FRM_MNY      2.497
-score ADVANCE_FEE_2_NEW_MONEY        0.716
-score ADVANCE_FEE_3_NEW              2.951
-score ADVANCE_FEE_3_NEW_MONEY        2.397
-score ADVANCE_FEE_4_NEW              2.696
+score AC_FROM_MANY_DOTS              2.499
+score ADMITS_SPAM                    1.999
+score ADVANCE_FEE_2_NEW_FRM_MNY      2.499
+score ADVANCE_FEE_2_NEW_MONEY        0.719
+score ADVANCE_FEE_3_NEW              2.959
+score ADVANCE_FEE_3_NEW_MONEY        3.510
+score ADVANCE_FEE_4_NEW              2.699
 score ADVANCE_FEE_4_NEW_MONEY        0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY      1.376
-score ADVANCE_FEE_5_NEW_MONEY        3.099
+score ADVANCE_FEE_5_NEW_FRM_MNY      0.205
+score ADVANCE_FEE_5_NEW_MONEY        2.663
 score AD_PREFS                       0.001
-score AMAZON_IMG_NOT_RCVD_AMZN       2.497
-score AXB_XMAILER_MIMEOLE_OL_024C2   1.754
-score BIGNUM_EMAILS_FREEM            2.298
-score BIGNUM_EMAILS_MANY             2.996
-score BITCOIN_DEADLINE               2.996
-score BITCOIN_EXTORT_01              4.697
-score BITCOIN_MALF_HTML              1.750
-score BITCOIN_ONAN                   2.552
-score BITCOIN_SPAM_02                2.497
-score BITCOIN_SPAM_05                2.497
-score BITCOIN_SPAM_07                3.197
-score BITCOIN_SPAM_08                2.497
-score BITCOIN_TOEQFM                 2.425
-score BITCOIN_VISTA                  3.305
-score BITCOIN_XPRIO                  2.497
+score AMAZON_IMG_NOT_RCVD_AMZN       2.499
+score AXB_XMAILER_MIMEOLE_OL_024C2   0.985
+score BIGNUM_EMAILS_FREEM            2.308
+score BIGNUM_EMAILS_MANY             2.999
+score BITCOIN_DEADLINE               2.999
+score BITCOIN_EXTORT_01              4.389
+score BITCOIN_MALF_HTML              1.436
+score BITCOIN_ONAN                   1.914
+score BITCOIN_SPAM_02                2.499
+score BITCOIN_SPAM_05                2.499
+score BITCOIN_SPAM_07                1.830
+score BITCOIN_SPAM_08                2.499
+score BITCOIN_TOEQFM                 2.856
+score BITCOIN_VISTA                  3.432
+score BITCOIN_XPRIO                  2.490
 score BODY_URI_ONLY                  0.001
-score BOGUS_MSM_HDRS                 1.344
-score CN_PHISH_JP_02                 2.497
-score CN_PHISH_JP_04                 2.037
-score COMPENSATION                   1.498
+score BOGUS_MSM_HDRS                 0.879
+score CN_PHISH_JP_02                 2.499
+score CN_PHISH_JP_04                 1.441
+score COMPENSATION                   1.499
 score CONTENT_AFTER_HTML             0.001
-score CTE_8BIT_MISMATCH              0.998
+score CTE_8BIT_MISMATCH              0.999
 score DATE_IN_FUTURE_96_Q            4.199
-score DEAR_BENEFICIARY               2.996
-score DEAR_EMAIL                     1.498
-score DKIMWL_WL_HIGH                 -1.862
-score DKIMWL_WL_MED                  -0.498
-score DOS_BODY_HIGH_NO_MID           2.704
-score DSN_NO_MIMEVERSION             1.997
-score DYNAMIC_IMGUR                  3.995
+score DEAR_BENEFICIARY               2.999
+score DEAR_EMAIL                     1.499
+score DKIMWL_WL_HIGH                 -1.952
+score DKIMWL_WL_MED                  -0.499
+score DOS_BODY_HIGH_NO_MID           2.740
+score DSN_NO_MIMEVERSION             1.999
+score DYNAMIC_IMGUR                  3.999
 score ENCRYPTED_MESSAGE              -0.999
-score END_FUTURE_EMAILS              0.730
+score END_FUTURE_EMAILS              0.738
 score FILL_THIS_FORM                 0.746
-score FONT_INVIS_DIRECT              1.992
-score FONT_INVIS_LONG_LINE           2.100
-score FONT_INVIS_MSGID               2.497
-score FONT_INVIS_NORDNS              1.711
-score FORGED_SPF_HELO                0.001
+score FONT_INVIS_DIRECT              1.988
+score FONT_INVIS_LONG_LINE           2.099
+score FONT_INVIS_MSGID               2.499
+score FONT_INVIS_NORDNS              1.724
+score FORGED_SPF_HELO                0.001 # force non-zero
 score FORM_FRAUD                     0.001
-score FORM_FRAUD_3                   1.539
+score FORM_FRAUD_3                   1.915
 score FORM_FRAUD_5                   0.001
 score FREEMAIL_FORGED_FROMDOMAIN     0.001
-score FROM_ADDR_WS                   2.996
-score FROM_BANK_NOAUTH               0.998
-score FROM_FMBLA_NEWDOM              0.576
-score FROM_FMBLA_NEWDOM14            0.998
-score FROM_GOV_SPOOF                 0.998
-score FROM_IN_TO_AND_SUBJ            2.696
-score FROM_LONG_DOM_MINFP            1.849
+score FROM_ADDR_WS                   2.999
+score FROM_BANK_NOAUTH               0.999
+score FROM_FMBLA_NEWDOM              0.559
+score FROM_FMBLA_NEWDOM14            0.999
+score FROM_GOV_SPOOF                 0.999
+score FROM_IN_TO_AND_SUBJ            2.699
+score FROM_LONG_DOM_MINFP            1.844
 score FROM_MISSPACED                 0.001
-score FROM_MISSP_DYNIP               3.096
-score FROM_MISSP_EH_MATCH            1.997
-score FROM_MISSP_FREEMAIL            3.496
-score FROM_MISSP_MSFT                2.849
-score FROM_MISSP_REPLYTO             2.396
-score FROM_MISSP_USER                0.176
-score FROM_MISSP_XPRIO               2.036
-score FROM_MULTI_NORDNS              3.952
-score FROM_NTLD_REPLY_FREEMAIL       0.001
-score FROM_SUSPICIOUS_NTLD           0.498
-score FROM_SUSPICIOUS_NTLD_FP        1.998
-score FROM_WSP_LEAD                  3.196
-score FROM_WSP_TRAIL                 3.196
+score FROM_MISSP_DYNIP               3.099
+score FROM_MISSP_EH_MATCH            1.999
+score FROM_MISSP_FREEMAIL            3.499
+score FROM_MISSP_MSFT                0.182
+score FROM_MISSP_REPLYTO             2.399
+score FROM_MISSP_USER                1.853
+score FROM_MISSP_XPRIO               1.570
+score FROM_MULTI_NORDNS              3.846
+score FROM_NTLD_REPLY_FREEMAIL       0.906
+score FROM_SUSPICIOUS_NTLD           0.500
+score FROM_SUSPICIOUS_NTLD_FP        1.999
+score FROM_WSP_LEAD                  3.199
+score FROM_WSP_TRAIL                 3.099
 score FSL_BULK_SIG                   0.001
-score FSL_CTYPE_WIN1251              0.595
-score FSL_HAS_TINYURL                3.695
-score FSL_HELO_BARE_IP_2             0.873
+score FSL_CTYPE_WIN1251              0.917
+score FSL_HAS_TINYURL                3.699
+score FSL_HELO_BARE_IP_2             0.883
 score FSL_NEW_HELO_USER              0.001
-score FUZZY_BITCOIN                  2.006
-score GB_BITCOIN_CP                  1.021
-score GB_CUSTOM_HTM_URI              0.010
-score GB_FREEMAIL_DISPTO             0.499
-score GB_FREEMAIL_DISPTO_NOTFREEM    0.498
-score GB_HASHBL_BTC                  4.514
-score GOOG_REDIR_HTML_ONLY           1.498
-score GOOG_REDIR_NORDNS              1.498
+score FUZZY_BITCOIN                  2.699
+score GB_BITCOIN_CP                  0.916
+score GB_CUSTOM_HTM_URI              0.005
+score GB_FREEMAIL_DISPTO             0.500
+score GB_FREEMAIL_DISPTO_NOTFREEM    0.499
+score GB_HASHBL_BTC                  4.517
+score GOOG_REDIR_HTML_ONLY           1.499
+score GOOG_REDIR_NORDNS              1.499
 score GOOG_REDIR_NOTRDNS             0.001
-score GOOG_STO_EMAIL_PHISH           2.996
-score GOOG_STO_HTML_PHISH            1.368
-score GOOG_STO_NOIMG_HTML            2.996
-score HAS_X_OUTGOING_SPAM_STAT       1.997
-score HDR_ORDER_FTSDMCXX_DIRECT      1.539
-score HDR_ORDER_FTSDMCXX_NORDNS      2.058
-score HEADER_FROM_DIFFERENT_DOMAINS  0.249
+score GOOG_STO_EMAIL_PHISH           2.999
+score GOOG_STO_HTML_PHISH            0.840
+score GOOG_STO_NOIMG_HTML            3.000
+score HAS_X_OUTGOING_SPAM_STAT       2.000
+score HDR_ORDER_FTSDMCXX_DIRECT      0.997
+score HDR_ORDER_FTSDMCXX_NORDNS      2.229
+score HEADER_FROM_DIFFERENT_DOMAINS  0.250
 score HELO_MISC_IP                   0.249
-score HELO_NO_DOMAIN                 1.114
+score HELO_NO_DOMAIN                 1.093
 score HK_NAME_FM_MR_MRS              0.001
-score HK_NAME_FROM                   0.998
-score HK_NAME_MR_MRS                 0.998
-score HK_RANDOM_ENVFROM              0.001
-score HK_RANDOM_FROM                 0.998
-score HK_RANDOM_REPLYTO              0.998
+score HK_NAME_FROM                   0.999
+score HK_NAME_MR_MRS                 0.999
+score HK_RANDOM_ENVFROM              0.001 # force non-zero
+score HK_RANDOM_FROM                 0.999
+score HK_RANDOM_REPLYTO              0.999
 score HK_SCAM                        0.001
-score HOSTED_IMG_MULTI_PUB_01        2.996
-score HREF_EMPTY_NORDNS              1.303
-score HTML_ENTITY_ASCII              2.996
-score HTML_FONT_TINY_NORDNS          1.997
-score HTML_OFF_PAGE                  2.996
-score HTML_SINGLET_MANY              1.980
-score HTML_TAG_BALANCE_CENTER        2.567
+score HOSTED_IMG_MULTI_PUB_01        2.999
+score HREF_EMPTY_NORDNS              1.302
+score HTML_ENTITY_ASCII              2.999
+score HTML_FONT_TINY_NORDNS          2.000
+score HTML_OFF_PAGE                  2.999
+score HTML_SINGLET_MANY              1.990
+score HTML_TAG_BALANCE_CENTER        2.569
 score HTML_TEXT_INVISIBLE_FONT       0.001
-score IMG_ONLY_FM_DOM_INFO           1.901
-score KHOP_HELO_FCRDNS               0.398
-score LONG_INVISIBLE_TEXT            2.996
+score IMG_ONLY_FM_DOM_INFO           1.894
+score KHOP_HELO_FCRDNS               0.400
+score LONG_INVISIBLE_TEXT            2.999
 score LOTS_OF_MONEY                  0.010
-score LOTTO_DEPT                     1.997
+score LOTTO_DEPT                     1.999
 score LUCRATIVE                      0.001
-score MALW_ATTACH                    2.896
-score MAY_BE_FORGED                  4.295
-score MILLION_HUNDRED                2.242
-score MILLION_USD                    1.997
-score MIMEOLE_DIRECT_TO_MX           1.997
+score MALW_ATTACH                    2.799
+score MAY_BE_FORGED                  4.299
+score MILLION_HUNDRED                2.549
+score MILLION_USD                    1.999
+score MIMEOLE_DIRECT_TO_MX           1.999
 score MIME_NO_TEXT                   0.001
-score MIXED_CENTER_CASE              2.497
-score MIXED_ES                       0.001
-score MIXED_HREF_CASE                1.997
-score MIXED_IMG_CASE                 0.226
+score MIXED_CENTER_CASE              2.499
+score MIXED_ES                       0.094
+score MIXED_HREF_CASE                1.999
+score MIXED_IMG_CASE                 2.447
 score MONEY_FORM                     1.846
 score MONEY_FORM_SHORT               0.001
-score MONEY_FRAUD_3                  2.303
-score MONEY_FRAUD_5                  1.574
+score MONEY_FRAUD_3                  2.839
+score MONEY_FRAUD_5                  1.656
 score MONEY_FRAUD_8                  0.001
-score MONEY_FREEMAIL_REPTO           0.558
-score MONEY_FROM_41                  1.997
+score MONEY_FREEMAIL_REPTO           0.451
+score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               0.001
-score MSGID_HDR_MALF                 3.496
-score MSM_PRIO_REPTO                 2.059
-score MXG_EMAIL_FRAG                 0.098
-score MXG_SPOOFED_DOCUSIGN           0.098
-score NAME_EMAIL_DIFF                0.001
-score NA_DOLLARS                     1.498
-score NEW_PRODUCTS                   1.248
-score NICE_REPLY_A                   -1.601
-score NORDNS_LOW_CONTRAST            2.497
-score NO_FM_NAME_IP_HOSTN            1.548
+score MSGID_HDR_MALF                 3.500
+score MSM_PRIO_REPTO                 0.984
+score MXG_EMAIL_FRAG                 0.099
+score MXG_SPOOFED_DOCUSIGN           0.099
+score NAME_EMAIL_DIFF                0.001 # force non-zero
+score NA_DOLLARS                     1.499
+score NEW_PRODUCTS                   1.249
+score NICE_REPLY_A                   -1.761
+score NORDNS_LOW_CONTRAST            2.499
+score NO_FM_NAME_IP_HOSTN            1.553
 score NSL_RCVD_FROM_USER             0.001
-score NUMBERONLY_BITCOIN_EXP         0.667
-score OBFU_BITCOIN                   1.574
+score NUMBERONLY_BITCOIN_EXP         0.908
+score OBFU_BITCOIN                   2.391
 score ODD_FREEM_REPTO                0.001
-score PDS_BAD_THREAD_QP_64           0.998
-score PDS_BTC_ID                     0.498
-score PDS_BTC_MSGID                  0.639
-score PDS_DBL_URL_TNB_RUNON          1.997
-score PDS_FRNOM_TODOM_DBL_URL        1.498
-score PDS_FRNOM_TODOM_NAKED_TO       0.930
-score PDS_FROM_2_EMAILS              3.496
-score PDS_FROM_NAME_TO_DOMAIN        0.201
-score PDS_NAKED_TO_NUMERO            1.997
-score PDS_OTHER_BAD_TLD              1.997
+score PDS_BAD_THREAD_QP_64           0.999
+score PDS_BTC_ID                     0.499
+score PDS_BTC_MSGID                  0.105
+score PDS_DBL_URL_TNB_RUNON          1.999
+score PDS_FRNOM_TODOM_DBL_URL        1.499
+score PDS_FRNOM_TODOM_NAKED_TO       0.330
+score PDS_FROM_2_EMAILS              3.499
+score PDS_FROM_NAME_TO_DOMAIN        0.775
+score PDS_NAKED_TO_NUMERO            1.999
+score PDS_OTHER_BAD_TLD              1.999
 score PDS_RDNS_DYNAMIC_FP            0.010
-score PHP_ORIG_SCRIPT                1.247
-score PHP_SCRIPT                     2.497
-score POSSIBLE_GMAIL_PHISHER         1.196
-score PP_MIME_FAKE_ASCII_TEXT        0.240
-score RATWARE_NO_RDNS                2.108
+score PHP_ORIG_SCRIPT                1.275
+score PHP_SCRIPT                     2.499
+score POSSIBLE_GMAIL_PHISHER         2.357
+score PP_MIME_FAKE_ASCII_TEXT        0.239
+score RATWARE_NO_RDNS                1.124
 score RCVD_IN_IADB_ESP               -0.001
-score READY_TO_SHIP                  1.248
-score REPTO_419_FRAUD_GM             0.001
-score REPTO_419_FRAUD_GM_LOOSE       0.998
-score RISK_FREE                      2.896
-score SHORTENER_SHORT_IMG            1.118
-score SPOOFED_FREEMAIL               0.747
-score SPOOFED_FREEMAIL_NO_RDNS       0.759
-score SPOOFED_FREEM_REPTO            1.089
+score READY_TO_SHIP                  1.249
+score REPTO_419_FRAUD_GM             0.001 # force non-zero
+score REPTO_419_FRAUD_GM_LOOSE       0.999
+score RISK_FREE                      2.799
+score SHORTENER_SHORT_IMG            1.083
+score SPOOFED_FREEMAIL               0.745
+score SPOOFED_FREEMAIL_NO_RDNS       0.728
+score SPOOFED_FREEM_REPTO            1.250
 score SPOOF_GMAIL_MID                0.001
-score STATIC_XPRIO_OLE               0.001
-score STY_INVIS_DIRECT               2.497
-score SUSP_UTF8_WORD_FROM            1.997
-score TEQF_USR_POLITE                1.998
-score THIS_IS_ADV_SUSP_NTLD          0.871
+score STATIC_XPRIO_OLE               0.004
+score STY_INVIS_DIRECT               2.499
+score SUSP_UTF8_WORD_FROM            1.999
+score TEQF_USR_POLITE                1.999
+score THIS_IS_ADV_SUSP_NTLD          0.497
 score TO_EQ_FM_DIRECT_MX             0.001
-score TO_EQ_FM_DOM_HTML_ONLY         0.027
+score TO_EQ_FM_DOM_HTML_ONLY         0.001
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
-score TO_EQ_FM_HTML_DIRECT           0.359
+score TO_EQ_FM_HTML_DIRECT           0.412
 score TO_EQ_FM_HTML_ONLY             0.001
 score TO_EQ_FM_SPF_FAIL              0.001
 score TO_IN_SUBJ                     0.099
-score TO_NO_BRKTS_DYNIP              2.962
-score TO_NO_BRKTS_FROM_MSSP          2.497
+score TO_NO_BRKTS_DYNIP              2.964
+score TO_NO_BRKTS_FROM_MSSP          2.499
 score TO_NO_BRKTS_HTML_IMG           0.001
-score TO_NO_BRKTS_HTML_ONLY          1.161
-score TO_NO_BRKTS_MSFT               1.275
-score TO_NO_BRKTS_NORDNS_HTML        1.997
-score TO_NO_BRKTS_PCNT               2.497
-score TVD_DOLLARS_US                 3.296
-score TVD_SPACE_ENCODED              2.497
+score TO_NO_BRKTS_HTML_ONLY          1.171
+score TO_NO_BRKTS_MSFT               1.383
+score TO_NO_BRKTS_NORDNS_HTML        1.999
+score TO_NO_BRKTS_PCNT               2.499
+score TVD_DOLLARS_US                 3.299
+score TVD_SPACE_ENCODED              2.499
 score TVD_SPACE_RATIO_MINFP          0.001
-score UNDISC_FREEM                   2.996
-score UNDISC_MONEY                   2.779
-score UNICODE_OBFU_ZW_MANY           2.629
-score UPPERCASE_URI                  2.746
-score URIBL_CT_SURBL                 2.297
-score URI_DOTCN_SPOOF                2.996
-score URI_FIREBASEAPP                2.996
-score URI_IPFS                       3.287
-score URI_IPFSIO                     1.180
-score URI_PHISH                      3.995
-score URI_TRY_3LD                    1.273
-score URI_WPADMIN                    2.315
-score URI_WP_HACKED                  1.681
-score VFY_ACCT_NORDNS                2.996
-score WIKI_IMG                       2.497
-score WORD_INVIS                     2.996
-score WORD_INVIS_MANY                2.996
-score XM_RANDOM                      2.497
-score XPRIO                          2.247
+score UNDISC_FREEM                   2.999
+score UNDISC_MONEY                   2.795
+score UNICODE_OBFU_ZW_MANY           2.536
+score UPPERCASE_URI                  2.749
+score URIBL_CT_SURBL                 2.299
+score URI_DOTCN_SPOOF                2.999
+score URI_FIREBASEAPP                2.999
+score URI_IPFS                       2.229
+score URI_IPFSIO                     3.499
+score URI_PHISH                      3.999
+score URI_TRY_3LD                    0.746
+score URI_WPADMIN                    2.336
+score URI_WP_HACKED                  1.662
+score VFY_ACCT_NORDNS                2.999
+score WIKI_IMG                       2.499
+score WORD_INVIS                     2.999
+score WORD_INVIS_MANY                2.999
+score XM_RANDOM                      2.499
+score XPRIO                          2.249
 score AC_HTML_NONSENSE_TAGS          1.000
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
@@ -309,7 +309,6 @@ score GOOG_STO_HTML_PHISH_MANY       1.0
 score GOOG_STO_IMG_HTML              1.000
 score GOOG_STO_IMG_NOHTML            1.000
 score HAS_X_NO_RELAY                 1.000
-score HDRS_LCASE                     0.100
 score HDRS_MISSP                     1.000
 score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1	Fri Jul 17 00:15:07 2026	(r1936221)
+++ spamassassin/trunk/rulesrc/scores/stats-set1	Fri Jul 17 02:41:00 2026	(r1936222)
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 170872  15.173%  (98.980% of non-spam corpus)
-# Correctly spam:     449655  39.928%  (47.156% of spam corpus)
-# False positives:      1761  0.156%  (1.020% of nonspam, 590725 weighted)
-# False negatives:    503883  44.743%  (52.844% of spam, 1113479 weighted)
-# Average score for spam:  5.9    nonspam: 0.4
+# Correctly non-spam: 170847  15.171%  (98.965% of non-spam corpus)
+# Correctly spam:     457276  40.605%  (47.956% of spam corpus)
+# False positives:      1786  0.159%  (1.035% of nonspam, 597353 weighted)
+# False negatives:    496258  44.066%  (52.044% of spam, 1075230 weighted)
+# Average score for spam:  5.8    nonspam: 0.4
 # Average for false-pos:   6.1  false-neg: 2.2
-# TOTAL:              1126171  100.00%
+# TOTAL:              1126167  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  21476  98.89%
-# Correctly spam:      56282  47.26%
-# False positives:       240  1.11%
-# False negatives:     62798  52.74%
-# TCR(l=50): 1.592021  SpamRecall: 47.264%  SpamPrec: 99.575%
+# Correctly non-spam:  21469  98.86%
+# Correctly spam:      57152  47.99%
+# False positives:       247  1.14%
+# False negatives:     61928  52.01%
+# TCR(l=50): 1.603166  SpamRecall: 47.995%  SpamPrec: 99.570%
 
 ##### 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: 172266  99.79%
-# Correctly spam:      67074  7.03%
+# Correctly spam:      67137  7.04%
 # False positives:       367  0.21%
-# False negatives:    886464  92.97%
-# TCR(l=50): 1.053850  SpamRecall: 7.034%  SpamPrec: 99.456%
+# False negatives:    886397  92.96%
+# TCR(l=50): 1.053923  SpamRecall: 7.041%  SpamPrec: 99.456%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  21671  99.79%
-# Correctly spam:       8402  7.06%
+# Correctly spam:       8275  6.95%
 # False positives:        45  0.21%
-# False negatives:    110678  92.94%
-# TCR(l=50): 1.054477  SpamRecall: 7.056%  SpamPrec: 99.467%
+# False negatives:    110805  93.05%
+# TCR(l=50): 1.053293  SpamRecall: 6.949%  SpamPrec: 99.459%