updated scores for revision 1911406 active rules added since last mass-check

git-svn-id: https://svn.apache.org/repos/asf/spamassassin/trunk@1911415 13f79535-47bb-0310-9956-ffa450edef68
diff --git a/rulesrc/scores/72_scores.cf b/rulesrc/scores/72_scores.cf
index fe7f8a9..8d579b0 100644
--- a/rulesrc/scores/72_scores.cf
+++ b/rulesrc/scores/72_scores.cf
@@ -1,7 +1,7 @@
 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                     2.996 2.999 2.996 2.999
-score AC_HTML_NONSENSE_TAGS                 1.997 1.999 1.997 1.999
+score AC_FROM_MANY_DOTS                     2.999 2.999 2.999 2.999
+score AC_HTML_NONSENSE_TAGS                 1.999 1.999 1.999 1.999
 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
 score AC_SPAMMY_URI_PATTERNS10              1.000 1.000 1.000 1.000
@@ -12,109 +12,108 @@
 score AC_SPAMMY_URI_PATTERNS4               1.000 1.000 1.000 1.000
 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 ADMITS_SPAM                           2.996 0.001 2.996 0.001
+score ADMITS_SPAM                           2.999 0.001 2.999 0.001
 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             1.000 1.000 1.000 1.000
-score ADVANCE_FEE_2_NEW_MONEY               1.997 1.999 1.997 1.999
-score ADVANCE_FEE_3_NEW                     3.496 3.264 3.496 3.264
-score ADVANCE_FEE_3_NEW_MONEY               1.299 0.001 1.299 0.001
+score ADVANCE_FEE_2_NEW_FRM_MNY             2.319 1.000 2.319 1.000
+score ADVANCE_FEE_2_NEW_MONEY               1.999 1.999 1.999 1.999
+score ADVANCE_FEE_3_NEW                     2.597 3.266 2.597 3.266
+score ADVANCE_FEE_3_NEW_MONEY               0.001 0.001 0.001 0.001
 score ADVANCE_FEE_4_NEW_FRM_MNY             0.001 0.001 0.001 0.001
-score ADVANCE_FEE_4_NEW_MONEY               1.781 0.555 1.781 0.555
-score ADVANCE_FEE_5_NEW_FRM_MNY             2.896 2.999 2.896 2.999
-score ADVANCE_FEE_5_NEW_MONEY               0.001 0.677 0.001 0.677
-score AD_PREFS                              0.001 0.283 0.001 0.283
+score ADVANCE_FEE_4_NEW_MONEY               2.275 0.549 2.275 0.549
+score ADVANCE_FEE_5_NEW_FRM_MNY             2.899 2.999 2.899 2.999
+score ADVANCE_FEE_5_NEW_MONEY               0.001 0.686 0.001 0.686
+score AD_PREFS                              0.001 0.414 0.001 0.414
 score ALIBABA_IMG_NOT_RCVD_ALI              1.000 1.000 1.000 1.000
-score AMAZON_IMG_NOT_RCVD_AMZN              0.544 0.001 0.544 0.001
+score AMAZON_IMG_NOT_RCVD_AMZN              0.550 0.001 0.550 0.001
 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_VALID                             0.001 0.001 0.001 0.001
 score AXB_XMAILER_MIMEOLE_OL_024C2          0.001 0.001 0.001 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5          0.001 0.001 0.001 0.001
 score AXB_XM_FORGED_OL2600                  0.001 0.001 0.001 0.001
 score BEBEE_IMG_NOT_RCVD_BB                 1.000 1.000 1.000 1.000
 score BIGNUM_EMAILS_FREEM                   0.001 1.000 0.001 1.000
-score BIGNUM_EMAILS_MANY                    2.997 1.000 2.997 1.000
+score BIGNUM_EMAILS_MANY                    2.999 1.000 2.999 1.000
 score BITCOIN_BOMB                          1.000 1.000 1.000 1.000
-score BITCOIN_DEADLINE                      2.996 2.769 2.996 2.769
-score BITCOIN_EXTORT_01                     4.511 4.225 4.511 4.225
+score BITCOIN_DEADLINE                      1.950 2.547 1.950 2.547
+score BITCOIN_EXTORT_01                     4.337 2.475 4.337 2.475
 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                     3.496 3.499 3.496 3.499
-score BITCOIN_MALWARE                       0.941 0.196 0.941 0.196
+score BITCOIN_MALF_HTML                     3.499 3.499 3.499 3.499
+score BITCOIN_MALWARE                       0.463 0.194 0.463 0.194
 score BITCOIN_OBFU_SUBJ                     1.000 1.000 1.000 1.000
 score BITCOIN_ONAN                          1.000 1.000 1.000 1.000
 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                       1.013 0.453 1.013 0.453
+score BITCOIN_SPAM_02                       1.039 0.333 1.039 0.333
 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 0.413 0.001 0.413
+score BITCOIN_SPAM_05                       0.001 1.223 0.001 1.223
 score BITCOIN_SPAM_06                       1.000 1.000 1.000 1.000
-score BITCOIN_SPAM_07                       0.309 0.001 0.309 0.001
+score BITCOIN_SPAM_07                       0.790 0.001 0.790 0.001
 score BITCOIN_SPAM_08                       1.000 1.000 1.000 1.000
 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_XPRIO                         0.569 0.451 0.569 0.451
-score BITCOIN_YOUR_INFO                     2.996 2.999 2.996 2.999
+score BITCOIN_XPRIO                         0.997 0.331 0.997 0.331
+score BITCOIN_YOUR_INFO                     2.999 2.999 2.999 2.999
 score BODY_EMAIL_419_FRAUD_GM               0.001 1.000 0.001 1.000
-score BODY_SINGLE_URI                       2.040 2.499 2.040 2.499
-score BODY_SINGLE_WORD                      1.746 0.001 1.746 0.001
-score BODY_URI_ONLY                         2.528 1.185 2.528 1.185
-score BOGUS_MIME_VERSION                    3.496 1.000 3.496 1.000
+score BODY_SINGLE_URI                       1.447 2.499 1.447 2.499
+score BODY_SINGLE_WORD                      1.747 0.001 1.747 0.001
+score BODY_URI_ONLY                         2.171 1.181 2.171 1.181
+score BOGUS_MIME_VERSION                    3.451 1.000 3.451 1.000
 score BOGUS_MSM_HDRS                        1.000 1.000 1.000 1.000
 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 CK_HELO_GENERIC                       0.248 0.250 0.248 0.250
+score CK_HELO_GENERIC                       0.250 0.249 0.250 0.249
 score COMMENT_GIBBERISH                     1.000 1.000 1.000 1.000
-score COMPENSATION                          0.001 1.000 0.001 1.000
+score COMPENSATION                          1.491 1.000 1.491 1.000
 score CONTENT_AFTER_HTML                    1.000 1.000 1.000 1.000
 score CONTENT_AFTER_HTML_WEAK               1.000 1.000 1.000 1.000
-score CTE_8BIT_MISMATCH                     0.998 0.001 0.998 0.001
+score CTE_8BIT_MISMATCH                     0.999 0.001 0.999 0.001
 score DAY_I_EARNED                          1.000 1.000 1.000 1.000
-score DEAR_BENEFICIARY                      2.696 0.001 2.696 0.001
-score DKIMWL_BL                             0.001 2.999 0.001 2.999
+score DEAR_BENEFICIARY                      2.699 0.001 2.699 0.001
+score DKIMWL_BL                             0.001 3.000 0.001 3.000
 score DKIMWL_BLOCKED                        0.001 0.001 0.001 0.001
 score DKIMWL_WL_HIGH                        0.001 -0.001 0.001 -0.001
 score DKIMWL_WL_MED                         0.001 -0.001 0.001 -0.001
 score DKIMWL_WL_MEDHI                       0.001 -0.001 0.001 -0.001
-score DOS_BODY_HIGH_NO_MID                  2.696 0.001 2.696 0.001
+score DOS_BODY_HIGH_NO_MID                  2.799 0.001 2.799 0.001
 score DOTGOV_IMAGE                          1.000 1.000 1.000 1.000
-score DSN_NO_MIMEVERSION                    1.997 1.000 1.997 1.000
-score DYNAMIC_IMGUR                         1.641 1.000 1.641 1.000
+score DSN_NO_MIMEVERSION                    1.999 1.000 1.999 1.000
+score DYNAMIC_IMGUR                         2.130 1.000 2.130 1.000
 score EBAY_IMG_NOT_RCVD_EBAY                1.000 1.000 1.000 1.000
-score ENCRYPTED_MESSAGE                     -0.998 -1.000 -0.998 -1.000
-score END_FUTURE_EMAILS                     2.497 2.500 2.497 2.500
+score ENCRYPTED_MESSAGE                     -0.999 -1.000 -0.999 -1.000
+score END_FUTURE_EMAILS                     2.499 2.499 2.499 2.499
 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 FAKE_REPLY_B                          2.879 0.001 2.879 0.001
+score FAKE_REPLY_B                          2.010 0.001 2.010 0.001
 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                        1.098 1.000 1.098 1.000
+score FILL_THIS_FORM                        1.099 0.999 1.099 0.999
 score FONT_INVIS_DIRECT                     0.001 0.001 0.001 0.001
 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                  2.996 2.999 2.996 2.999
+score FONT_INVIS_LONG_LINE                  2.999 2.999 2.999 2.999
 score FONT_INVIS_MSGID                      1.936 0.001 1.936 0.001
 score FONT_INVIS_NORDNS                     1.000 1.000 1.000 1.000
-score FONT_INVIS_POSTEXTRAS                 2.782 3.083 2.782 3.083
-score FORM_FRAUD                            0.998 1.000 0.998 1.000
-score FORM_FRAUD_3                          0.284 0.001 0.284 0.001
+score FONT_INVIS_POSTEXTRAS                 3.284 3.085 3.284 3.085
+score FORM_FRAUD                            0.999 1.000 0.999 1.000
+score FORM_FRAUD_3                          2.477 0.001 2.477 0.001
 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            0.248 0.249 0.248 0.249
+score FREEMAIL_FORGED_FROMDOMAIN            0.250 0.249 0.250 0.249
 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 FROMSPACE                             2.696 0.001 2.696 0.001
-score FROM_2_EMAILS_SHORT                   0.001 0.001 0.001 0.001
-score FROM_ADDR_WS                          2.996 1.237 2.996 1.237
+score FROMSPACE                             2.699 0.001 2.699 0.001
+score FROM_2_EMAILS_SHORT                   2.999 0.001 2.999 0.001
+score FROM_ADDR_WS                          2.999 1.230 2.999 1.230
 score FROM_BANK_NOAUTH                      0.001 1.000 0.001 1.000
 score FROM_FMBLA_NDBLOCKED                  0.001 0.001 0.001 0.001
 score FROM_FMBLA_NEWDOM                     0.001 1.000 0.001 1.000
@@ -123,178 +122,177 @@
 score FROM_GOV_DKIM_AU                      0.001 -0.999 0.001 -0.999
 score FROM_GOV_REPLYTO_FREEMAIL             0.001 1.000 0.001 1.000
 score FROM_GOV_SPOOF                        0.001 1.000 0.001 1.000
-score FROM_IN_TO_AND_SUBJ                   1.897 0.756 1.897 0.756
-score FROM_MISSPACED                        0.500 0.001 0.500 0.001
-score FROM_MISSP_DYNIP                      0.001 0.001 0.001 0.001
+score FROM_IN_TO_AND_SUBJ                   2.100 1.549 2.100 1.549
+score FROM_MISSPACED                        0.649 0.001 0.649 0.001
+score FROM_MISSP_DYNIP                      0.490 0.001 0.490 0.001
 score FROM_MISSP_EH_MATCH                   0.001 0.001 0.001 0.001
-score FROM_MISSP_FREEMAIL                   0.090 0.001 0.090 0.001
-score FROM_MISSP_MSFT                       1.160 0.001 1.160 0.001
-score FROM_MISSP_REPLYTO                    2.497 1.584 2.497 1.584
-score FROM_MISSP_SPF_FAIL                   0.001 0.001 0.001 0.001
+score FROM_MISSP_FREEMAIL                   0.024 0.001 0.024 0.001
+score FROM_MISSP_MSFT                       1.149 0.001 1.149 0.001
+score FROM_MISSP_REPLYTO                    2.499 1.519 2.499 1.519
+score FROM_MISSP_SPF_FAIL                   0.001 0.061 0.001 0.061
 score FROM_MISSP_USER                       0.001 0.001 0.001 0.001
-score FROM_MULTI_NORDNS                     0.001 1.226 0.001 1.226
+score FROM_MULTI_NORDNS                     0.001 0.851 0.001 0.851
 score FROM_NEWDOM_BTC                       0.001 1.000 0.001 1.000
-score FROM_NTLD_LINKBAIT                    1.606 1.000 1.606 1.000
+score FROM_NTLD_LINKBAIT                    1.509 1.000 1.509 1.000
 score FROM_NTLD_REPLY_FREEMAIL              0.001 1.000 0.001 1.000
 score FROM_NUMBERO_NEWDOMAIN                0.001 1.000 0.001 1.000
-score FROM_PAYPAL_SPOOF                     0.001 0.717 0.001 0.717
-score FROM_SUSPICIOUS_NTLD                  0.498 0.001 0.498 0.001
-score FROM_SUSPICIOUS_NTLD_FP               1.794 1.999 1.794 1.999
-score FROM_UNBAL1                           1.936 0.001 1.936 0.001
-score FROM_WSP_TRAIL                        2.696 2.599 2.696 2.599
+score FROM_PAYPAL_SPOOF                     0.001 1.506 0.001 1.506
+score FROM_SUSPICIOUS_NTLD                  0.499 0.001 0.499 0.001
+score FROM_SUSPICIOUS_NTLD_FP               1.999 1.999 1.999 1.999
+score FROM_UNBAL1                           1.506 0.001 1.506 0.001
+score FROM_WSP_TRAIL                        2.699 2.599 2.699 2.599
 score FSL_BULK_SIG                          0.001 0.001 0.001 0.001
 score FSL_CTYPE_WIN1251                     0.001 0.001 0.001 0.001
-score FSL_HELO_FAKE                         0.631 0.001 0.631 0.001
+score FSL_HELO_FAKE                         0.515 0.001 0.515 0.001
 score FSL_NEW_HELO_USER                     0.001 0.001 0.001 0.001
 score FUZZY_AMAZON                          0.001 0.001 0.001 0.001
-score FUZZY_SECURITY                        3.096 0.001 3.096 0.001
-score FUZZY_WALLET                          1.997 0.001 1.997 0.001
+score FUZZY_SECURITY                        3.099 0.001 3.099 0.001
+score FUZZY_WALLET                          2.099 0.001 2.099 0.001
 score GAPPY_SALES_LEADS_FREEM               1.000 1.000 1.000 1.000
-score GB_BITCOIN_CP                         2.996 0.001 2.996 0.001
-score GB_CUSTOM_HTM_URI                     1.498 1.499 1.498 1.499
-score GB_FAKE_RF_SHORT                      1.920 1.479 1.920 1.479
+score GB_BITCOIN_CP                         1.501 0.001 1.501 0.001
+score GB_CUSTOM_HTM_URI                     0.352 1.500 0.352 1.500
+score GB_FAKE_RF_SHORT                      1.939 0.717 1.939 0.717
 score GB_FORGED_MUA_POSTFIX                 1.000 1.000 1.000 1.000
-score GB_FREEMAIL_DISPTO                    0.498 0.001 0.498 0.001
-score GB_FREEMAIL_DISPTO_NOTFREEM           0.498 0.500 0.498 0.500
+score GB_FREEMAIL_DISPTO                    0.499 0.001 0.499 0.001
+score GB_FREEMAIL_DISPTO_NOTFREEM           0.499 0.500 0.499 0.500
 score GB_GOOGLE_OBFUR                       0.750 0.750 0.750 0.750
 score GB_HASHBL_BTC                         0.001 0.001 0.001 0.001
 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                     2.816 4.999 2.816 4.999
-score GOOG_REDIR_HTML_ONLY                  1.997 1.999 1.997 1.999
-score GOOG_REDIR_NORDNS                     2.498 3.199 2.498 3.199
+score GOOG_MALWARE_DNLD                     1.000 4.999 1.000 4.999
+score GOOG_REDIR_HTML_ONLY                  1.999 1.999 1.999 1.999
+score GOOG_REDIR_NORDNS                     2.503 3.199 2.503 3.199
 score GOOG_STO_EMAIL_PHISH                  1.000 1.000 1.000 1.000
 score GOOG_STO_HTML_PHISH                   1.000 1.000 1.000 1.000
 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                   2.996 2.999 2.996 2.999
+score GOOG_STO_NOIMG_HTML                   2.999 2.999 2.999 2.999
 score HAS_X_NO_RELAY                        1.000 1.000 1.000 1.000
-score HAS_X_OUTGOING_SPAM_STAT              1.000 1.097 1.000 1.097
-score HDRS_MISSP                            2.497 0.732 2.497 0.732
+score HAS_X_OUTGOING_SPAM_STAT              1.000 1.088 1.000 1.088
+score HDRS_LCASE                            0.100 0.100 0.100 0.100
+score HDRS_MISSP                            1.836 0.734 1.836 0.734
 score HDR_ORDER_FTSDMCXX_DIRECT             0.001 0.001 0.001 0.001
 score HDR_ORDER_FTSDMCXX_NORDNS             0.001 0.001 0.001 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS         0.249 0.249 0.249 0.249
+score HEADER_FROM_DIFFERENT_DOMAINS         0.250 0.250 0.250 0.250
 score HELO_NO_DOMAIN                        0.001 0.001 0.001 0.001
 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_LOTTO                              0.998 0.001 0.998 0.001
-score HK_NAME_MR_MRS                        0.998 0.999 0.998 0.999
+score HK_LOTTO                              0.999 0.001 0.999 0.001
+score HK_NAME_MR_MRS                        1.000 0.999 1.000 0.999
 score HK_RANDOM_ENVFROM                     0.001 0.001 0.001 0.001
-score HK_RANDOM_FROM                        0.998 0.001 0.998 0.001
-score HK_RANDOM_REPLYTO                     0.998 0.999 0.998 0.999
+score HK_RANDOM_FROM                        0.999 0.001 0.999 0.001
+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                               1.997 1.999 1.997 1.999
-score HK_WIN                                0.909 1.000 0.909 1.000
+score HK_SCAM                               1.999 1.999 1.999 1.999
+score HK_WIN                                0.873 1.000 0.873 1.000
 score HOSTED_IMG_DIRECT_MX                  0.001 0.001 0.001 0.001
 score HOSTED_IMG_DQ_UNSUB                   1.000 1.000 1.000 1.000
 score HOSTED_IMG_FREEM                      0.001 0.001 0.001 0.001
 score HOSTED_IMG_MULTI                      1.000 1.000 1.000 1.000
-score HOSTED_IMG_MULTI_PUB_01               2.996 2.999 2.996 2.999
-score HTML_ENTITY_ASCII                     2.996 2.969 2.996 2.969
+score HOSTED_IMG_MULTI_PUB_01               2.999 2.999 2.999 2.999
+score HTML_ENTITY_ASCII                     2.999 2.982 2.999 2.982
 score HTML_ENTITY_ASCII_TINY                1.000 1.000 1.000 1.000
-score HTML_FONT_TINY_NORDNS                 1.997 0.001 1.997 0.001
+score HTML_FONT_TINY_NORDNS                 1.999 0.001 1.999 0.001
 score HTML_OFF_PAGE                         0.001 0.001 0.001 0.001
 score HTML_SHRT_CMNT_OBFU_MANY              1.000 1.000 1.000 1.000
-score HTML_SINGLET_MANY                     2.497 2.499 2.497 2.499
-score HTML_TAG_BALANCE_CENTER               2.796 2.699 2.796 2.699
-score HTML_TEXT_INVISIBLE_FONT              1.855 1.383 1.855 1.383
-score HTML_TEXT_INVISIBLE_STYLE             0.100 0.001 0.100 0.001
-score IMG_ONLY_FM_DOM_INFO                  2.497 1.000 2.497 1.000
+score HTML_SINGLET_MANY                     2.499 2.499 2.499 2.499
+score HTML_TAG_BALANCE_CENTER               2.900 2.699 2.900 2.699
+score HTML_TEXT_INVISIBLE_FONT              1.750 1.391 1.750 1.391
+score HTML_TEXT_INVISIBLE_STYLE             0.003 0.001 0.003 0.001
+score IMG_ONLY_FM_DOM_INFO                  2.499 1.000 2.499 1.000
 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_FAKE_EBAY                        0.699 0.001 0.699 0.001
-score KHOP_HELO_FCRDNS                      0.398 0.001 0.398 0.001
+score KHOP_HELO_FCRDNS                      0.400 0.001 0.400 0.001
 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                   1.614 1.000 1.614 1.000
-score LONGLN_LOW_CONTRAST                   2.498 0.001 2.498 0.001
-score LONG_HEX_URI                          2.996 2.999 2.996 2.999
+score LIST_PRTL_SAME_USER                   1.145 1.000 1.145 1.000
+score LONGLN_LOW_CONTRAST                   2.499 0.001 2.499 0.001
+score LONG_HEX_URI                          2.999 2.999 2.999 2.999
 score LONG_IMG_URI                          0.001 0.001 0.001 0.001
-score LONG_INVISIBLE_TEXT                   1.249 0.001 1.249 0.001
+score LONG_INVISIBLE_TEXT                   1.255 0.001 1.255 0.001
 score LOTS_OF_MONEY                         0.010 0.010 0.010 0.010
-score LOTTO_DEPT                            1.997 1.999 1.997 1.999
+score LOTTO_DEPT                            2.000 1.999 2.000 1.999
 score LUCRATIVE                             1.000 1.000 1.000 1.000
 score MALF_HTML_B64                         1.000 1.000 1.000 1.000
 score MALWARE_NORDNS                        0.001 0.001 0.001 0.001
-score MALWARE_PASSWORD                      0.309 1.349 0.309 1.349
-score MALW_ATTACH                           2.297 0.001 2.297 0.001
+score MALWARE_PASSWORD                      0.791 1.466 0.791 1.466
+score MALW_ATTACH                           2.299 0.001 2.299 0.001
 score MANY_HDRS_LCASE                       0.099 0.100 0.099 0.100
-score MANY_SPAN_IN_TEXT                     2.097 2.199 2.097 2.199
-score MAY_BE_FORGED                         1.597 0.001 1.597 0.001
+score MAY_BE_FORGED                         1.599 0.001 1.599 0.001
 score MILLION_HUNDRED                       0.001 0.001 0.001 0.001
-score MILLION_USD                           0.792 0.554 0.792 0.554
+score MILLION_USD                           0.466 0.552 0.466 0.552
 score MIMEOLE_DIRECT_TO_MX                  0.001 0.001 0.001 0.001
 score MIME_NO_TEXT                          1.000 1.000 1.000 1.000
 score MIXED_AREA_CASE                       1.000 1.000 1.000 1.000
 score MIXED_CENTER_CASE                     1.000 1.000 1.000 1.000
-score MIXED_ES                              2.197 1.899 2.197 1.899
+score MIXED_ES                              2.299 1.899 2.299 1.899
 score MIXED_FONT_CASE                       1.000 1.000 1.000 1.000
 score MIXED_HREF_CASE                       1.000 1.000 1.000 1.000
-score MIXED_IMG_CASE                        2.470 1.000 2.470 1.000
+score MIXED_IMG_CASE                        2.342 1.000 2.342 1.000
 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_ATM_CARD                        0.001 0.001 0.001 0.001
+score MONEY_ATM_CARD                        0.695 0.001 0.695 0.001
 score MONEY_FORM                            0.001 0.001 0.001 0.001
 score MONEY_FORM_SHORT                      0.001 0.001 0.001 0.001
-score MONEY_FRAUD_3                         0.090 0.001 0.090 0.001
-score MONEY_FRAUD_5                         0.001 0.001 0.001 0.001
+score MONEY_FRAUD_3                         0.397 0.001 0.397 0.001
+score MONEY_FRAUD_5                         0.381 0.001 0.381 0.001
 score MONEY_FRAUD_8                         0.001 0.001 0.001 0.001
-score MONEY_FREEMAIL_REPTO                  2.996 1.433 2.996 1.433
-score MONEY_FROM_41                         1.997 1.000 1.997 1.000
+score MONEY_FREEMAIL_REPTO                  3.000 1.436 3.000 1.436
+score MONEY_FROM_41                         1.999 1.000 1.999 1.000
 score MONEY_FROM_MISSP                      0.001 0.001 0.001 0.001
 score MSGID_DOLLARS_URI_IMG                 1.000 1.000 1.000 1.000
 score MSGID_HDR_MALF                        1.000 1.000 1.000 1.000
-score MSMAIL_PRI_ABNORMAL                   1.499 0.659 1.499 0.659
-score MSM_PRIO_REPTO                        2.497 1.000 2.497 1.000
-score NAME_EMAIL_DIFF                       1.729 0.001 1.729 0.001
-score NA_DOLLARS                            1.498 1.499 1.498 1.499
+score MSMAIL_PRI_ABNORMAL                   0.699 0.001 0.699 0.001
+score MSM_PRIO_REPTO                        2.499 1.000 2.499 1.000
+score NAME_EMAIL_DIFF                       1.732 0.001 1.732 0.001
+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                          1.000 1.000 1.000 1.000
-score NICE_REPLY_A                          -0.001 -0.102 -0.001 -0.102
-score NO_FM_NAME_IP_HOSTN                   0.001 0.059 0.001 0.059
+score NICE_REPLY_A                          -0.001 -0.091 -0.001 -0.091
+score NO_FM_NAME_IP_HOSTN                   0.001 0.298 0.001 0.298
 score NSL_RCVD_FROM_USER                    0.001 0.001 0.001 0.001
-score NSL_RCVD_HELO_USER                    0.001 0.125 0.001 0.125
-score NUMBERONLY_BITCOIN_EXP                1.428 1.076 1.428 1.076
+score NSL_RCVD_HELO_USER                    0.001 1.189 0.001 1.189
+score NUMBERONLY_BITCOIN_EXP                1.211 1.480 1.211 1.480
 score OBFU_BITCOIN                          1.000 1.000 1.000 1.000
-score OBFU_JVSCR_ESC                        2.696 0.001 2.696 0.001
-score OBFU_TEXT_ATTACH                      1.498 0.743 1.498 0.743
-score ODD_FREEM_REPTO                       2.996 2.526 2.996 2.526
+score OBFU_JVSCR_ESC                        2.700 0.001 2.700 0.001
+score OBFU_TEXT_ATTACH                      1.499 0.726 1.499 0.726
+score ODD_FREEM_REPTO                       2.999 2.512 2.999 2.512
 score PDS_BAD_THREAD_QP_64                  0.001 0.001 0.001 0.001
-score PDS_BTC_ID                            0.498 0.271 0.498 0.271
+score PDS_BTC_ID                            0.499 0.394 0.499 0.394
 score PDS_BTC_MSGID                         0.001 0.001 0.001 0.001
-score PDS_DBL_URL_TNB_RUNON                 1.997 1.000 1.997 1.000
-score PDS_EMPTYSUBJ_URISHRT                 1.498 1.253 1.498 1.253
-score PDS_FRNOM_TODOM_DBL_URL               1.354 1.499 1.354 1.499
-score PDS_FRNOM_TODOM_NAKED_TO              1.498 1.499 1.498 1.499
-score PDS_FROM_2_EMAILS                     0.429 1.874 0.429 1.874
-score PDS_FROM_NAME_TO_DOMAIN               1.997 1.999 1.997 1.999
+score PDS_DBL_URL_TNB_RUNON                 2.000 1.000 2.000 1.000
+score PDS_EMPTYSUBJ_URISHRT                 1.499 1.112 1.499 1.112
+score PDS_FRNOM_TODOM_DBL_URL               1.499 1.499 1.499 1.499
+score PDS_FRNOM_TODOM_NAKED_TO              1.499 1.499 1.499 1.499
+score PDS_FROM_2_EMAILS                     0.435 2.248 0.435 2.248
+score PDS_FROM_NAME_TO_DOMAIN               1.999 1.999 1.999 1.999
 score PDS_HELO_SPF_FAIL                     0.001 1.000 0.001 1.000
 score PDS_HP_HELO_NORDNS                    0.001 0.001 0.001 0.001
-score PDS_NAKED_TO_NUMERO                   1.997 0.876 1.997 0.876
-score PDS_OTHER_BAD_TLD                     1.997 0.001 1.997 0.001
-score PDS_SHORTFWD_URISHRT_FP               1.498 1.499 1.498 1.499
-score PDS_TINYSUBJ_URISHRT                  1.498 1.499 1.498 1.499
-score PDS_TO_EQ_FROM_NAME                   1.730 0.001 1.730 0.001
+score PDS_NAKED_TO_NUMERO                   1.999 1.263 1.999 1.263
+score PDS_OTHER_BAD_TLD                     1.999 0.001 1.999 0.001
+score PDS_SHORTFWD_URISHRT_FP               1.499 1.499 1.499 1.499
+score PDS_TINYSUBJ_URISHRT                  1.499 1.499 1.499 1.499
+score PDS_TO_EQ_FROM_NAME                   1.746 0.004 1.746 0.004
 score PHISH_AZURE_CLOUDAPP                  3.500 3.500 3.500 3.500
 score PHISH_FBASEAPP                        1.000 1.000 1.000 1.000
 score PHP_NOVER_MUA                         1.000 1.000 1.000 1.000
-score PHP_ORIG_SCRIPT                       2.497 2.089 2.497 2.089
-score PHP_SCRIPT                            2.497 2.200 2.497 2.200
+score PHP_ORIG_SCRIPT                       1.880 2.092 1.880 2.092
+score PHP_SCRIPT                            2.499 2.208 2.499 2.208
 score PHP_SCRIPT_MUA                        1.000 1.000 1.000 1.000
-score PP_MIME_FAKE_ASCII_TEXT               0.998 0.001 0.998 0.001
+score PP_MIME_FAKE_ASCII_TEXT               0.999 0.001 0.999 0.001
 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
 score PUMPDUMP_MULTI                        1.000 1.000 1.000 1.000
 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                      1.997 0.001 1.997 0.001
+score RAND_MKTG_HEADER                      1.999 0.001 1.999 0.001
 score RATWARE_NO_RDNS                       0.001 0.001 0.001 0.001
 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
@@ -315,8 +313,8 @@
 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                    2.996 2.999 2.996 2.999
-score REPTO_419_FRAUD_GM_LOOSE              0.998 1.000 0.998 1.000
+score REPTO_419_FRAUD_GM                    2.999 2.999 2.999 2.999
+score REPTO_419_FRAUD_GM_LOOSE              0.999 1.000 0.999 1.000
 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
@@ -326,98 +324,97 @@
 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 REPTO_INFONUMSCOM                     1.000 1.000 1.000 1.000
-score RISK_FREE                             0.906 0.001 0.906 0.001
-score SCC_BODY_URI_ONLY                     1.204 1.437 1.204 1.437
-score SCC_CANSPAM_2                         3.695 2.899 3.695 2.899
+score RISK_FREE                             0.800 0.001 0.800 0.001
+score SCC_BODY_URI_ONLY                     1.427 1.440 1.427 1.440
+score SCC_CANSPAM_2                         3.799 2.899 3.799 2.899
 score SCC_ISEMM_LID_1                       1.000 1.000 1.000 1.000
 score SCC_ISEMM_LID_1A                      1.000 1.000 1.000 1.000
-score SCC_ISEMM_LID_1B                      1.498 1.499 1.498 1.499
-score SCC_NEWBIE_HASBEENS                   2.696 2.139 2.696 2.139
-score SCC_SPAMMER_ADDR_2                    1.149 0.001 1.149 0.001
-score SENDGRID_REDIR                        1.498 1.068 1.498 1.068
+score SCC_ISEMM_LID_1B                      1.499 1.499 1.499 1.499
+score SCC_NEWBIE_HASBEENS                   2.700 1.701 2.700 1.701
+score SCC_SPAMMER_ADDR_2                    0.629 0.001 0.629 0.001
+score SENDGRID_REDIR                        1.499 1.060 1.499 1.060
 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 SERGIO_SUBJECT_PORN014                2.260 0.001 2.260 0.001
-score SERGIO_SUBJECT_VIAGRA01               2.069 2.888 2.069 2.888
-score SHOPIFY_IMG_NOT_RCVD_SFY              2.047 2.499 2.047 2.499
-score SHORTENER_SHORT_IMG                   0.800 1.109 0.800 1.109
+score SERGIO_SUBJECT_PORN014                2.899 0.001 2.899 0.001
+score SERGIO_SUBJECT_VIAGRA01               2.123 0.001 2.123 0.001
+score SHOPIFY_IMG_NOT_RCVD_SFY              2.038 2.499 2.038 2.499
+score SHORTENER_SHORT_IMG                   0.651 1.109 0.651 1.109
 score SHORT_IMG_SUSP_NTLD                   1.000 1.000 1.000 1.000
-score SHORT_SHORTNER                        1.997 2.000 1.997 2.000
+score SHORT_SHORTNER                        1.999 1.999 1.999 1.999
 score SPOOFED_FREEMAIL                      0.001 0.001 0.001 0.001
-score SPOOFED_FREEMAIL_NO_RDNS              0.468 0.001 0.468 0.001
+score SPOOFED_FREEMAIL_NO_RDNS              0.587 0.001 0.587 0.001
 score SPOOFED_FREEM_REPTO                   0.001 0.001 0.001 0.001
 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                       1.498 0.001 1.498 0.001
-score STATIC_XPRIO_OLE                      1.999 1.999 1.999 1.999
+score SPOOF_GMAIL_MID                       1.499 0.001 1.499 0.001
+score STATIC_XPRIO_OLE                      1.787 1.999 1.787 1.999
 score STOCK_TIP                             1.000 1.000 1.000 1.000
 score SUBJ_BRKN_WORDNUMS                    1.000 1.000 1.000 1.000
-score SUBJ_BROKEN_WORD                      0.874 2.299 0.874 2.299
+score SUBJ_BROKEN_WORD                      1.789 1.551 1.789 1.551
 score SURBL_BLOCKED                         0.001 0.001 0.001 0.001
-score SUSP_UTF8_WORD_COMBO                  2.996 2.999 2.996 2.999
-score SUSP_UTF8_WORD_FROM                   1.997 2.000 1.997 2.000
+score SUSP_UTF8_WORD_COMBO                  2.999 3.000 2.999 3.000
+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 THIS_AD                               1.498 1.799 1.498 1.799
+score THIS_AD                               1.599 1.799 1.599 1.799
 score THIS_IS_ADV_SUSP_NTLD                 1.000 1.000 1.000 1.000
 score TONLINE_FAKE_DKIM                     1.000 1.000 1.000 1.000
-score TONOM_EQ_TOLOC_SHRT_SHRTNER           1.498 1.499 1.498 1.499
+score TONOM_EQ_TOLOC_SHRT_SHRTNER           1.499 1.499 1.499 1.499
 score TO_EQ_FM_DIRECT_MX                    0.001 2.499 0.001 2.499
-score TO_EQ_FM_DOM_HTML_IMG                 3.995 2.499 3.995 2.499
-score TO_EQ_FM_DOM_HTML_ONLY                0.001 0.001 0.001 0.001
-score TO_EQ_FM_DOM_SPF_FAIL                 0.001 0.274 0.001 0.274
-score TO_EQ_FM_HTML_ONLY                    0.001 1.076 0.001 1.076
-score TO_EQ_FM_SPF_FAIL                     0.001 0.017 0.001 0.017
-score TO_IN_SUBJ                            0.099 0.100 0.099 0.100
-score TO_NAME_SUBJ_NO_RDNS                  1.847 2.999 1.847 2.999
-score TO_NO_BRKTS_FROM_MSSP                 2.497 2.499 2.497 2.499
-score TO_NO_BRKTS_HTML_IMG                  1.997 1.999 1.997 1.999
-score TO_NO_BRKTS_HTML_ONLY                 1.997 1.999 1.997 1.999
-score TO_NO_BRKTS_MSFT                      1.743 1.392 1.743 1.392
-score TO_NO_BRKTS_NORDNS_HTML               1.997 1.999 1.997 1.999
-score TO_NO_BRKTS_PCNT                      2.497 2.499 2.497 2.499
-score TVD_ENHANCE                           2.497 0.001 2.497 0.001
-score TVD_IP_HEX                            2.896 2.296 2.896 2.296
-score TVD_SPACE_ENCODED                     2.497 0.001 2.497 0.001
-score TVD_SPACE_RATIO_MINFP                 0.612 0.001 0.612 0.001
+score TO_EQ_FM_DOM_HTML_IMG                 3.999 2.499 3.999 2.499
+score TO_EQ_FM_DOM_SPF_FAIL                 0.001 0.144 0.001 0.144
+score TO_EQ_FM_HTML_ONLY                    0.247 0.834 0.247 0.834
+score TO_EQ_FM_SPF_FAIL                     0.001 0.149 0.001 0.149
+score TO_IN_SUBJ                            0.099 0.099 0.099 0.099
+score TO_NAME_SUBJ_NO_RDNS                  2.501 2.999 2.501 2.999
+score TO_NO_BRKTS_FROM_MSSP                 2.500 2.499 2.500 2.499
+score TO_NO_BRKTS_HTML_IMG                  1.999 1.999 1.999 1.999
+score TO_NO_BRKTS_HTML_ONLY                 1.999 1.999 1.999 1.999
+score TO_NO_BRKTS_MSFT                      1.750 1.396 1.750 1.396
+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_ENHANCE                           2.499 0.001 2.499 0.001
+score TVD_IP_HEX                            2.866 2.311 2.866 2.311
+score TVD_SPACE_ENCODED                     2.499 0.001 2.499 0.001
+score TVD_SPACE_RATIO_MINFP                 0.752 0.001 0.752 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                          2.996 2.599 2.996 2.599
-score UNDISC_MONEY                          3.296 2.899 3.296 2.899
-score UNICODE_OBFU_ASC                      2.497 2.499 2.497 2.499
+score UNDISC_FREEM                          2.999 2.599 2.999 2.599
+score UNDISC_MONEY                          3.299 2.899 3.299 2.899
+score UNICODE_OBFU_ASC                      2.499 2.499 2.499 2.499
 score UNICODE_OBFU_ZW                       1.000 1.000 1.000 1.000
 score UNSUB_GOOG_FORM                       1.000 1.000 1.000 1.000
 score URI_ADOBESPARK                        1.000 1.000 1.000 1.000
 score URI_AZURE_CLOUDAPP                    1.000 1.000 1.000 1.000
 score URI_DASHGOVEDU                        1.000 1.000 1.000 1.000
 score URI_DATA                              1.000 1.000 1.000 1.000
-score URI_DOTEDU                            1.997 2.000 1.997 2.000
+score URI_DOTEDU                            1.999 1.999 1.999 1.999
 score URI_DOTEDU_ENTITY                     1.000 1.000 1.000 1.000
 score URI_FIREBASEAPP                       1.000 1.000 1.000 1.000
-score URI_GOOGLE_PROXY                      2.397 2.399 2.397 2.399
-score URI_GOOG_STO_SPAMMY                   2.996 2.999 2.996 2.999
+score URI_GOOGLE_PROXY                      2.399 2.399 2.399 2.399
+score URI_GOOG_STO_SPAMMY                   2.999 2.999 2.999 2.999
 score URI_HEX_IP                            1.000 1.000 1.000 1.000
 score URI_IMG_WP_REDIR                      1.000 1.000 1.000 1.000
 score URI_LONG_REPEAT                       1.000 1.000 1.000 1.000
-score URI_ONLY_MSGID_MALF                   0.001 0.001 0.001 0.001
+score URI_ONLY_MSGID_MALF                   0.334 0.161 0.334 0.161
 score URI_OPTOUT_3LD                        1.000 1.000 1.000 1.000
-score URI_PHISH                             3.995 3.999 3.995 3.999
-score URI_PHP_REDIR                         3.496 1.000 3.496 1.000
-score URI_TRY_3LD                           1.998 1.999 1.998 1.999
+score URI_PHISH                             3.999 3.999 3.999 3.999
+score URI_PHP_REDIR                         3.499 1.000 3.499 1.000
+score URI_TRY_3LD                           1.999 1.999 1.999 1.999
 score URI_TRY_USME                          1.000 1.000 1.000 1.000
 score URI_WP_DIRINDEX                       1.000 1.000 1.000 1.000
-score URI_WP_HACKED                         2.101 1.000 2.101 1.000
-score URI_WP_HACKED_2                       2.497 2.499 2.497 2.499
+score URI_WP_HACKED                         2.721 1.000 2.721 1.000
+score URI_WP_HACKED_2                       2.499 2.499 2.499 2.499
 score USB_DRIVES                            1.000 1.000 1.000 1.000
-score VFY_ACCT_NORDNS                       2.576 2.999 2.576 2.999
+score VFY_ACCT_NORDNS                       2.499 2.999 2.499 2.999
 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 WORD_INVIS                            1.588 2.733 1.588 2.733
-score WORD_INVIS_MANY                       2.996 2.999 2.996 2.999
+score WORD_INVIS                            1.583 2.728 1.583 2.728
+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                             1.493 0.001 1.493 0.001
-score XM_RECPTID                            2.996 2.999 2.996 2.999
+score XM_RANDOM                             1.345 0.001 1.345 0.001
+score XM_RECPTID                            1.929 2.999 1.929 2.999
 score XPRIO                                 0.001 0.001 0.001 0.001
 score XPRIO_SHORT_SUBJ                      1.000 1.000 1.000 1.000
-score YOUR_PERMISSION                       2.497 2.699 2.497 2.699
+score YOUR_PERMISSION                       2.599 2.377 2.599 2.377
diff --git a/rulesrc/scores/scores-set0 b/rulesrc/scores/scores-set0
index 6229053..581394a 100644
--- a/rulesrc/scores/scores-set0
+++ b/rulesrc/scores/scores-set0
@@ -1,232 +1,227 @@
-# Using score set 0 logs for revision 1911385 from:
-# ham-ena-week0.r1911385.log ham-ena-week1.r1911385.log ham-ena-week2.r1911385.log ham-ena-week3.r1911385.log ham-ena-week4.r1911385.log ham-giovanni-ham.r1911385.log ham-giovanni-spammy.r1911385.log ham-giovanni-spam.r1911385.log ham-grenier.r1911385.log ham-hege.r1911385.log ham-jhardin.r1911385.log ham-llanga.r1911385.log ham-mmiroslaw-mails-ham.r1911385.log ham-mmiroslaw-mails-spam.r1911385.log ham-spamsponge.r1911385.log ham-thendrikx.r1911385.log ham-tsz-corpus.r1911385.log ham-whyscream.r1911385.log spam-ena-week0.r1911385.log spam-ena-week1.r1911385.log spam-ena-week2.r1911385.log spam-ena-week3.r1911385.log spam-ena-week4.r1911385.log spam-giovanni-ham.r1911385.log spam-giovanni-spammy.r1911385.log spam-giovanni-spam.r1911385.log spam-grenier.r1911385.log spam-hege.r1911385.log spam-jhardin.r1911385.log spam-llanga.r1911385.log spam-mmiroslaw-mails-ham.r1911385.log spam-mmiroslaw-mails-spam.r1911385.log spam-spamsponge.r1911385.log spam-thendrikx.r1911385.log spam-tsz-corpus.r1911385.log spam-whyscream.r1911385.log
+# Using score set 0 logs for revision 1911406 from:
+# ham-ena-week0.r1911406.log ham-ena-week1.r1911406.log ham-ena-week2.r1911406.log ham-ena-week3.r1911406.log ham-ena-week4.r1911406.log ham-giovanni-ham.r1911406.log ham-giovanni-spammy.r1911406.log ham-giovanni-spam.r1911406.log ham-grenier.r1911406.log ham-hege.r1911406.log ham-jbrooks.r1911406.log ham-jhardin.r1911406.log ham-llanga.r1911406.log ham-mmiroslaw-mails-ham.r1911406.log ham-mmiroslaw-mails-spam.r1911406.log ham-spamsponge.r1911406.log ham-thendrikx.r1911406.log ham-tsz-corpus.r1911406.log ham-whyscream.r1911406.log spam-ena-week0.r1911406.log spam-ena-week1.r1911406.log spam-ena-week2.r1911406.log spam-ena-week3.r1911406.log spam-ena-week4.r1911406.log spam-giovanni-ham.r1911406.log spam-giovanni-spammy.r1911406.log spam-giovanni-spam.r1911406.log spam-grenier.r1911406.log spam-hege.r1911406.log spam-jbrooks.r1911406.log spam-jhardin.r1911406.log spam-llanga.r1911406.log spam-mmiroslaw-mails-ham.r1911406.log spam-mmiroslaw-mails-spam.r1911406.log spam-spamsponge.r1911406.log spam-thendrikx.r1911406.log spam-tsz-corpus.r1911406.log spam-whyscream.r1911406.log
 
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              2.996
-score AC_HTML_NONSENSE_TAGS          1.997
-score ADMITS_SPAM                    2.996
-score ADVANCE_FEE_2_NEW_FRM_MNY      1.000
-score ADVANCE_FEE_2_NEW_MONEY        1.997
-score ADVANCE_FEE_3_NEW              3.496
-score ADVANCE_FEE_3_NEW_MONEY        1.299
+score AC_FROM_MANY_DOTS              2.999
+score AC_HTML_NONSENSE_TAGS          1.999
+score ADMITS_SPAM                    2.999
+score ADVANCE_FEE_2_NEW_FRM_MNY      2.319
+score ADVANCE_FEE_2_NEW_MONEY        1.999
+score ADVANCE_FEE_3_NEW              2.597
+score ADVANCE_FEE_3_NEW_MONEY        0.001 # force non-zero
 score ADVANCE_FEE_4_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_4_NEW_MONEY        1.781
-score ADVANCE_FEE_5_NEW_FRM_MNY      2.896
+score ADVANCE_FEE_4_NEW_MONEY        2.275
+score ADVANCE_FEE_5_NEW_FRM_MNY      2.899
 score ADVANCE_FEE_5_NEW_MONEY        0.001
 score AD_PREFS                       0.001
-score AMAZON_IMG_NOT_RCVD_AMZN       0.544
-score AXB_XMAILER_MIMEOLE_OL_024C2   0.001 # force non-zero
-score AXB_XMAILER_MIMEOLE_OL_1ECD5   0.001 # force non-zero
+score AMAZON_IMG_NOT_RCVD_AMZN       0.550
+score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
 score AXB_XM_FORGED_OL2600           0.001
 score BIGNUM_EMAILS_FREEM            0.001
-score BIGNUM_EMAILS_MANY             2.997
-score BITCOIN_DEADLINE               2.996
-score BITCOIN_EXTORT_01              4.511
-score BITCOIN_MALF_HTML              3.496
-score BITCOIN_MALWARE                0.941
-score BITCOIN_SPAM_02                1.013
-score BITCOIN_SPAM_07                0.309
-score BITCOIN_XPRIO                  0.569
-score BITCOIN_YOUR_INFO              2.996
+score BIGNUM_EMAILS_MANY             2.999
+score BITCOIN_DEADLINE               1.950
+score BITCOIN_EXTORT_01              4.337
+score BITCOIN_MALF_HTML              3.499
+score BITCOIN_MALWARE                0.463
+score BITCOIN_SPAM_02                1.039
+score BITCOIN_SPAM_07                0.790
+score BITCOIN_XPRIO                  0.997
+score BITCOIN_YOUR_INFO              2.999
 score BODY_EMAIL_419_FRAUD_GM        0.001
-score BODY_SINGLE_URI                2.040
-score BODY_SINGLE_WORD               1.746
-score BODY_URI_ONLY                  2.528
-score BOGUS_MIME_VERSION             3.496
-score CK_HELO_GENERIC                0.248
-score COMPENSATION                   0.001
-score CTE_8BIT_MISMATCH              0.998
-score DEAR_BENEFICIARY               2.696
-score DOS_BODY_HIGH_NO_MID           2.696
-score DSN_NO_MIMEVERSION             1.997
-score DYNAMIC_IMGUR                  1.641
-score ENCRYPTED_MESSAGE              -0.998
-score END_FUTURE_EMAILS              2.497
-score FAKE_REPLY_B                   2.879
-score FILL_THIS_FORM                 1.098
+score BODY_SINGLE_URI                1.447
+score BODY_SINGLE_WORD               1.747
+score BODY_URI_ONLY                  2.171
+score BOGUS_MIME_VERSION             3.451
+score CK_HELO_GENERIC                0.250
+score COMPENSATION                   1.491
+score CTE_8BIT_MISMATCH              0.999
+score DEAR_BENEFICIARY               2.699
+score DOS_BODY_HIGH_NO_MID           2.799
+score DSN_NO_MIMEVERSION             1.999
+score DYNAMIC_IMGUR                  2.130
+score ENCRYPTED_MESSAGE              -0.999
+score END_FUTURE_EMAILS              2.499
+score FAKE_REPLY_B                   2.010
+score FILL_THIS_FORM                 1.099
 score FONT_INVIS_DIRECT              0.001
-score FONT_INVIS_LONG_LINE           2.996
+score FONT_INVIS_LONG_LINE           2.999
 score FONT_INVIS_MSGID               1.936
-score FONT_INVIS_POSTEXTRAS          2.782
-score FORM_FRAUD                     0.998
-score FORM_FRAUD_3                   0.284
+score FONT_INVIS_POSTEXTRAS          3.284
+score FORM_FRAUD                     0.999
+score FORM_FRAUD_3                   2.477
 score FORM_FRAUD_5                   0.001
-score FREEMAIL_FORGED_FROMDOMAIN     0.248
-score FROMSPACE                      2.696
-score FROM_2_EMAILS_SHORT            0.001
-score FROM_ADDR_WS                   2.996
-score FROM_IN_TO_AND_SUBJ            1.897
-score FROM_MISSPACED                 0.500
-score FROM_MISSP_DYNIP               0.001
+score FREEMAIL_FORGED_FROMDOMAIN     0.250
+score FROMSPACE                      2.699
+score FROM_2_EMAILS_SHORT            2.999
+score FROM_ADDR_WS                   2.999
+score FROM_IN_TO_AND_SUBJ            2.100
+score FROM_MISSPACED                 0.649
+score FROM_MISSP_DYNIP               0.490
 score FROM_MISSP_EH_MATCH            0.001
-score FROM_MISSP_FREEMAIL            0.090
-score FROM_MISSP_MSFT                1.160
-score FROM_MISSP_REPLYTO             2.497
+score FROM_MISSP_FREEMAIL            0.024
+score FROM_MISSP_MSFT                1.149
+score FROM_MISSP_REPLYTO             2.499
 score FROM_MISSP_USER                0.001
 score FROM_MULTI_NORDNS              0.001
-score FROM_NTLD_LINKBAIT             1.606
+score FROM_NTLD_LINKBAIT             1.509
 score FROM_NTLD_REPLY_FREEMAIL       0.001
-score FROM_SUSPICIOUS_NTLD           0.498
-score FROM_SUSPICIOUS_NTLD_FP        1.794
-score FROM_UNBAL1                    1.936
-score FROM_WSP_TRAIL                 2.696
+score FROM_SUSPICIOUS_NTLD           0.499
+score FROM_SUSPICIOUS_NTLD_FP        1.999
+score FROM_UNBAL1                    1.506
+score FROM_WSP_TRAIL                 2.699
 score FSL_CTYPE_WIN1251              0.001
-score FSL_HELO_FAKE                  0.631
-score FSL_NEW_HELO_USER              0.001
+score FSL_HELO_FAKE                  0.515
+score FSL_NEW_HELO_USER              0.001 # force non-zero
 score FUZZY_AMAZON                   0.001
-score FUZZY_SECURITY                 3.096
-score FUZZY_WALLET                   1.997
-score GB_BITCOIN_CP                  2.996
-score GB_CUSTOM_HTM_URI              1.498
-score GB_FAKE_RF_SHORT               1.920
-score GB_FREEMAIL_DISPTO             0.498
-score GB_FREEMAIL_DISPTO_NOTFREEM    0.498
-score GOOG_MALWARE_DNLD              2.816
-score GOOG_REDIR_HTML_ONLY           1.997
-score GOOG_REDIR_NORDNS              2.498
-score GOOG_STO_NOIMG_HTML            2.996
-score HDRS_MISSP                     2.497
+score FUZZY_SECURITY                 3.099
+score FUZZY_WALLET                   2.099
+score GB_BITCOIN_CP                  1.501
+score GB_CUSTOM_HTM_URI              0.352
+score GB_FAKE_RF_SHORT               1.939
+score GB_FREEMAIL_DISPTO             0.499
+score GB_FREEMAIL_DISPTO_NOTFREEM    0.499
+score GOOG_REDIR_HTML_ONLY           1.999
+score GOOG_REDIR_NORDNS              2.503
+score GOOG_STO_NOIMG_HTML            2.999
+score HDRS_MISSP                     1.836
 score HDR_ORDER_FTSDMCXX_DIRECT      0.001
 score HDR_ORDER_FTSDMCXX_NORDNS      0.001
-score HEADER_FROM_DIFFERENT_DOMAINS  0.249
+score HEADER_FROM_DIFFERENT_DOMAINS  0.250
 score HELO_NO_DOMAIN                 0.001
-score HK_LOTTO                       0.998
-score HK_NAME_MR_MRS                 0.998
+score HK_LOTTO                       0.999
+score HK_NAME_MR_MRS                 1.000
 score HK_RANDOM_ENVFROM              0.001
-score HK_RANDOM_FROM                 0.998
-score HK_RANDOM_REPLYTO              0.998
-score HK_SCAM                        1.997
-score HK_WIN                         0.909
+score HK_RANDOM_FROM                 0.999
+score HK_RANDOM_REPLYTO              0.999
+score HK_SCAM                        1.999
+score HK_WIN                         0.873
 score HOSTED_IMG_DIRECT_MX           0.001
 score HOSTED_IMG_FREEM               0.001
-score HOSTED_IMG_MULTI_PUB_01        2.996
-score HTML_ENTITY_ASCII              2.996
-score HTML_FONT_TINY_NORDNS          1.997
+score HOSTED_IMG_MULTI_PUB_01        2.999
+score HTML_ENTITY_ASCII              2.999
+score HTML_FONT_TINY_NORDNS          1.999
 score HTML_OFF_PAGE                  0.001
-score HTML_SINGLET_MANY              2.497
-score HTML_TAG_BALANCE_CENTER        2.796
-score HTML_TEXT_INVISIBLE_FONT       1.855
-score HTML_TEXT_INVISIBLE_STYLE      0.100
-score IMG_ONLY_FM_DOM_INFO           2.497
-score KHOP_FAKE_EBAY                 0.699
-score KHOP_HELO_FCRDNS               0.398
-score LIST_PRTL_SAME_USER            1.614
-score LONGLN_LOW_CONTRAST            2.498
-score LONG_HEX_URI                   2.996
+score HTML_SINGLET_MANY              2.499
+score HTML_TAG_BALANCE_CENTER        2.900
+score HTML_TEXT_INVISIBLE_FONT       1.750
+score HTML_TEXT_INVISIBLE_STYLE      0.003
+score IMG_ONLY_FM_DOM_INFO           2.499
+score KHOP_HELO_FCRDNS               0.400
+score LIST_PRTL_SAME_USER            1.145
+score LONGLN_LOW_CONTRAST            2.499
+score LONG_HEX_URI                   2.999
 score LONG_IMG_URI                   0.001
-score LONG_INVISIBLE_TEXT            1.249
+score LONG_INVISIBLE_TEXT            1.255
 score LOTS_OF_MONEY                  0.010
-score LOTTO_DEPT                     1.997
-score MALWARE_NORDNS                 0.001
-score MALWARE_PASSWORD               0.309
-score MALW_ATTACH                    2.297
+score LOTTO_DEPT                     2.000
+score MALWARE_NORDNS                 0.001 # force non-zero
+score MALWARE_PASSWORD               0.791
+score MALW_ATTACH                    2.299
 score MANY_HDRS_LCASE                0.099
-score MANY_SPAN_IN_TEXT              2.097
-score MAY_BE_FORGED                  1.597
+score MAY_BE_FORGED                  1.599
 score MILLION_HUNDRED                0.001
-score MILLION_USD                    0.792
+score MILLION_USD                    0.466
 score MIMEOLE_DIRECT_TO_MX           0.001
-score MIXED_ES                       2.197
-score MIXED_IMG_CASE                 2.470
-score MONEY_ATM_CARD                 0.001
+score MIXED_ES                       2.299
+score MIXED_IMG_CASE                 2.342
+score MONEY_ATM_CARD                 0.695
 score MONEY_FORM                     0.001
 score MONEY_FORM_SHORT               0.001
-score MONEY_FRAUD_3                  0.090
-score MONEY_FRAUD_5                  0.001
+score MONEY_FRAUD_3                  0.397
+score MONEY_FRAUD_5                  0.381
 score MONEY_FRAUD_8                  0.001
-score MONEY_FREEMAIL_REPTO           2.996
-score MONEY_FROM_41                  1.997
+score MONEY_FREEMAIL_REPTO           3.000
+score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               0.001
-score MSMAIL_PRI_ABNORMAL            1.499
-score MSM_PRIO_REPTO                 2.497
-score NAME_EMAIL_DIFF                1.729
-score NA_DOLLARS                     1.498
+score MSMAIL_PRI_ABNORMAL            0.699
+score MSM_PRIO_REPTO                 2.499
+score NAME_EMAIL_DIFF                1.732
+score NA_DOLLARS                     1.499
 score NICE_REPLY_A                   -0.001
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             0.001
-score NUMBERONLY_BITCOIN_EXP         1.428
-score OBFU_JVSCR_ESC                 2.696
-score OBFU_TEXT_ATTACH               1.498
-score ODD_FREEM_REPTO                2.996
+score NSL_RCVD_HELO_USER             0.001 # force non-zero
+score NUMBERONLY_BITCOIN_EXP         1.211
+score OBFU_JVSCR_ESC                 2.700
+score OBFU_TEXT_ATTACH               1.499
+score ODD_FREEM_REPTO                2.999
 score PDS_BAD_THREAD_QP_64           0.001
-score PDS_BTC_ID                     0.498
+score PDS_BTC_ID                     0.499
 score PDS_BTC_MSGID                  0.001
-score PDS_DBL_URL_TNB_RUNON          1.997
-score PDS_EMPTYSUBJ_URISHRT          1.498
-score PDS_FRNOM_TODOM_DBL_URL        1.354
-score PDS_FRNOM_TODOM_NAKED_TO       1.498
-score PDS_FROM_2_EMAILS              0.429
-score PDS_FROM_NAME_TO_DOMAIN        1.997
+score PDS_DBL_URL_TNB_RUNON          2.000
+score PDS_EMPTYSUBJ_URISHRT          1.499
+score PDS_FRNOM_TODOM_DBL_URL        1.499
+score PDS_FRNOM_TODOM_NAKED_TO       1.499
+score PDS_FROM_2_EMAILS              0.435
+score PDS_FROM_NAME_TO_DOMAIN        1.999
 score PDS_HP_HELO_NORDNS             0.001
-score PDS_NAKED_TO_NUMERO            1.997
-score PDS_OTHER_BAD_TLD              1.997
-score PDS_SHORTFWD_URISHRT_FP        1.498
-score PDS_TINYSUBJ_URISHRT           1.498
-score PDS_TO_EQ_FROM_NAME            1.730
-score PHP_ORIG_SCRIPT                2.497
-score PHP_SCRIPT                     2.497
-score PP_MIME_FAKE_ASCII_TEXT        0.998
-score RAND_MKTG_HEADER               1.997
+score PDS_NAKED_TO_NUMERO            1.999
+score PDS_OTHER_BAD_TLD              1.999
+score PDS_SHORTFWD_URISHRT_FP        1.499
+score PDS_TINYSUBJ_URISHRT           1.499
+score PDS_TO_EQ_FROM_NAME            1.746
+score PHP_ORIG_SCRIPT                1.880
+score PHP_SCRIPT                     2.499
+score PP_MIME_FAKE_ASCII_TEXT        0.999
+score RAND_MKTG_HEADER               1.999
 score RATWARE_NO_RDNS                0.001
-score REPTO_419_FRAUD_GM             2.996
-score REPTO_419_FRAUD_GM_LOOSE       0.998
-score RISK_FREE                      0.906
-score SCC_BODY_URI_ONLY              1.204
-score SCC_CANSPAM_2                  3.695
-score SCC_ISEMM_LID_1B               1.498
-score SCC_NEWBIE_HASBEENS            2.696
-score SCC_SPAMMER_ADDR_2             1.149
-score SENDGRID_REDIR                 1.498
-score SERGIO_SUBJECT_PORN014         2.260
-score SERGIO_SUBJECT_VIAGRA01        2.069
-score SHOPIFY_IMG_NOT_RCVD_SFY       2.047
-score SHORTENER_SHORT_IMG            0.800
-score SHORT_SHORTNER                 1.997
-score SPOOFED_FREEMAIL_NO_RDNS       0.468
-score SPOOF_GMAIL_MID                1.498
-score STATIC_XPRIO_OLE               1.999
-score SUBJ_BROKEN_WORD               0.874
-score SUSP_UTF8_WORD_COMBO           2.996
-score SUSP_UTF8_WORD_FROM            1.997
-score THIS_AD                        1.498
-score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.498
-score TO_EQ_FM_DIRECT_MX             0.001 # force non-zero
-score TO_EQ_FM_DOM_HTML_IMG          3.995
-score TO_EQ_FM_DOM_HTML_ONLY         0.001
-score TO_EQ_FM_HTML_ONLY             0.001
+score REPTO_419_FRAUD_GM             2.999
+score REPTO_419_FRAUD_GM_LOOSE       0.999
+score RISK_FREE                      0.800
+score SCC_BODY_URI_ONLY              1.427
+score SCC_CANSPAM_2                  3.799
+score SCC_ISEMM_LID_1B               1.499
+score SCC_NEWBIE_HASBEENS            2.700
+score SCC_SPAMMER_ADDR_2             0.629
+score SENDGRID_REDIR                 1.499
+score SERGIO_SUBJECT_PORN014         2.899
+score SERGIO_SUBJECT_VIAGRA01        2.123
+score SHOPIFY_IMG_NOT_RCVD_SFY       2.038
+score SHORTENER_SHORT_IMG            0.651
+score SHORT_SHORTNER                 1.999
+score SPOOFED_FREEMAIL_NO_RDNS       0.587
+score SPOOF_GMAIL_MID                1.499
+score STATIC_XPRIO_OLE               1.787
+score SUBJ_BROKEN_WORD               1.789
+score SUSP_UTF8_WORD_COMBO           2.999
+score SUSP_UTF8_WORD_FROM            1.999
+score THIS_AD                        1.599
+score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
+score TO_EQ_FM_DIRECT_MX             0.001
+score TO_EQ_FM_DOM_HTML_IMG          3.999
+score TO_EQ_FM_HTML_ONLY             0.247
 score TO_IN_SUBJ                     0.099
-score TO_NAME_SUBJ_NO_RDNS           1.847
-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_MSFT               1.743
-score TO_NO_BRKTS_NORDNS_HTML        1.997
-score TO_NO_BRKTS_PCNT               2.497
-score TVD_ENHANCE                    2.497
-score TVD_IP_HEX                     2.896
-score TVD_SPACE_ENCODED              2.497
-score TVD_SPACE_RATIO_MINFP          0.612
-score UNDISC_FREEM                   2.996
-score UNDISC_MONEY                   3.296
-score UNICODE_OBFU_ASC               2.497
-score URI_DOTEDU                     1.997
-score URI_GOOGLE_PROXY               2.397
-score URI_GOOG_STO_SPAMMY            2.996
-score URI_ONLY_MSGID_MALF            0.001
-score URI_PHISH                      3.995
-score URI_PHP_REDIR                  3.496
-score URI_TRY_3LD                    1.998
-score URI_WP_HACKED                  2.101
-score URI_WP_HACKED_2                2.497
-score VFY_ACCT_NORDNS                2.576
-score WORD_INVIS                     1.588
-score WORD_INVIS_MANY                2.996
-score XM_RANDOM                      1.493
-score XM_RECPTID                     2.996
+score TO_NAME_SUBJ_NO_RDNS           2.501
+score TO_NO_BRKTS_FROM_MSSP          2.500
+score TO_NO_BRKTS_HTML_IMG           1.999
+score TO_NO_BRKTS_HTML_ONLY          1.999
+score TO_NO_BRKTS_MSFT               1.750
+score TO_NO_BRKTS_NORDNS_HTML        1.999
+score TO_NO_BRKTS_PCNT               2.499
+score TVD_ENHANCE                    2.499
+score TVD_IP_HEX                     2.866
+score TVD_SPACE_ENCODED              2.499
+score TVD_SPACE_RATIO_MINFP          0.752
+score UNDISC_FREEM                   2.999
+score UNDISC_MONEY                   3.299
+score UNICODE_OBFU_ASC               2.499
+score URI_DOTEDU                     1.999
+score URI_GOOGLE_PROXY               2.399
+score URI_GOOG_STO_SPAMMY            2.999
+score URI_ONLY_MSGID_MALF            0.334
+score URI_PHISH                      3.999
+score URI_PHP_REDIR                  3.499
+score URI_TRY_3LD                    1.999
+score URI_WP_HACKED                  2.721
+score URI_WP_HACKED_2                2.499
+score VFY_ACCT_NORDNS                2.499
+score WORD_INVIS                     1.583
+score WORD_INVIS_MANY                2.999
+score XM_RANDOM                      1.345
+score XM_RECPTID                     1.929
 score XPRIO                          0.001
-score YOUR_PERMISSION                2.497
+score YOUR_PERMISSION                2.599
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -287,6 +282,7 @@
 score GOOGLE_DOCS_PHISH_MANY         1.000
 score GOOGLE_DOC_SUSP                1.000
 score GOOGLE_DRIVE_REPLY_BAD_NTLD    1.000
+score GOOG_MALWARE_DNLD              1.000
 score GOOG_STO_EMAIL_PHISH           1.000
 score GOOG_STO_HTML_PHISH            1.000
 score GOOG_STO_HTML_PHISH_MANY       1.000
@@ -294,6 +290,7 @@
 score GOOG_STO_IMG_NOHTML            1.000
 score HAS_X_NO_RELAY                 1.000
 score HAS_X_OUTGOING_SPAM_STAT       1.000
+score HDRS_LCASE                     0.100
 score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
 score HK_RCVD_IP_MULTICAST           1.000
diff --git a/rulesrc/scores/scores-set1 b/rulesrc/scores/scores-set1
index ec3f24d..8384d30 100644
--- a/rulesrc/scores/scores-set1
+++ b/rulesrc/scores/scores-set1
@@ -5,59 +5,59 @@
 score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              2.999
 score AC_HTML_NONSENSE_TAGS          1.999
-score ADMITS_SPAM                    0.001 # force non-zero
+score ADMITS_SPAM                    0.001
 score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              3.264
-score ADVANCE_FEE_3_NEW_MONEY        0.001 # force non-zero
-score ADVANCE_FEE_4_NEW_MONEY        0.555
+score ADVANCE_FEE_3_NEW              3.266
+score ADVANCE_FEE_3_NEW_MONEY        0.001
+score ADVANCE_FEE_4_NEW_MONEY        0.549
 score ADVANCE_FEE_5_NEW_FRM_MNY      2.999
-score ADVANCE_FEE_5_NEW_MONEY        0.677
-score AD_PREFS                       0.283
+score ADVANCE_FEE_5_NEW_MONEY        0.686
+score AD_PREFS                       0.414
 score AMAZON_IMG_NOT_RCVD_AMZN       0.001
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score BITCOIN_DEADLINE               2.769
-score BITCOIN_EXTORT_01              4.225
+score BITCOIN_DEADLINE               2.547
+score BITCOIN_EXTORT_01              2.475
 score BITCOIN_MALF_HTML              3.499
-score BITCOIN_MALWARE                0.196
-score BITCOIN_SPAM_02                0.453
-score BITCOIN_SPAM_05                0.413
+score BITCOIN_MALWARE                0.194
+score BITCOIN_SPAM_02                0.333
+score BITCOIN_SPAM_05                1.223
 score BITCOIN_SPAM_07                0.001
-score BITCOIN_XPRIO                  0.451
+score BITCOIN_XPRIO                  0.331
 score BITCOIN_YOUR_INFO              2.999
 score BODY_SINGLE_URI                2.499
 score BODY_SINGLE_WORD               0.001
-score BODY_URI_ONLY                  1.185
-score CK_HELO_GENERIC                0.250
+score BODY_URI_ONLY                  1.181
+score CK_HELO_GENERIC                0.249
 score CTE_8BIT_MISMATCH              0.001
 score DEAR_BENEFICIARY               0.001
-score DKIMWL_BL                      2.999
+score DKIMWL_BL                      3.000
 score DKIMWL_WL_HIGH                 -0.001
 score DKIMWL_WL_MED                  -0.001 # force non-zero
 score DKIMWL_WL_MEDHI                -0.001
 score DOS_BODY_HIGH_NO_MID           0.001
-score END_FUTURE_EMAILS              2.500
-score FILL_THIS_FORM                 1.000
+score END_FUTURE_EMAILS              2.499
+score FILL_THIS_FORM                 0.999
 score FONT_INVIS_DIRECT              0.001
 score FONT_INVIS_LONG_LINE           2.999
 score FONT_INVIS_MSGID               0.001
-score FONT_INVIS_POSTEXTRAS          3.083
+score FONT_INVIS_POSTEXTRAS          3.085
 score FORGED_SPF_HELO                2.199
 score FORM_FRAUD_5                   0.001
 score FREEMAIL_FORGED_FROMDOMAIN     0.249
 score FROM_2_EMAILS_SHORT            0.001
-score FROM_ADDR_WS                   1.237
+score FROM_ADDR_WS                   1.230
 score FROM_FMBLA_NEWDOM28            0.799
 score FROM_GOV_DKIM_AU               -0.999
-score FROM_IN_TO_AND_SUBJ            0.756
+score FROM_IN_TO_AND_SUBJ            1.549
 score FROM_MISSPACED                 0.001
 score FROM_MISSP_EH_MATCH            0.001
 score FROM_MISSP_FREEMAIL            0.001
 score FROM_MISSP_MSFT                0.001
-score FROM_MISSP_REPLYTO             1.584
-score FROM_MISSP_SPF_FAIL            0.001
-score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              1.226
-score FROM_PAYPAL_SPOOF              0.717
+score FROM_MISSP_REPLYTO             1.519
+score FROM_MISSP_SPF_FAIL            0.061
+score FROM_MISSP_USER                0.001 # force non-zero
+score FROM_MULTI_NORDNS              0.851
+score FROM_PAYPAL_SPOOF              1.506
 score FROM_SUSPICIOUS_NTLD           0.001
 score FROM_SUSPICIOUS_NTLD_FP        1.999
 score FROM_WSP_TRAIL                 2.599
@@ -66,19 +66,19 @@
 score FSL_HELO_FAKE                  0.001
 score FSL_NEW_HELO_USER              0.001
 score FUZZY_AMAZON                   0.001
-score GB_CUSTOM_HTM_URI              1.499
-score GB_FAKE_RF_SHORT               1.479
+score GB_CUSTOM_HTM_URI              1.500
+score GB_FAKE_RF_SHORT               0.717
 score GB_FREEMAIL_DISPTO             0.001
 score GB_HASHBL_BTC                  0.001
 score GOOG_MALWARE_DNLD              4.999
 score GOOG_REDIR_HTML_ONLY           1.999
 score GOOG_REDIR_NORDNS              3.199
 score GOOG_STO_NOIMG_HTML            2.999
-score HAS_X_OUTGOING_SPAM_STAT       1.097
-score HDRS_MISSP                     0.732
+score HAS_X_OUTGOING_SPAM_STAT       1.088
+score HDRS_MISSP                     0.734
 score HDR_ORDER_FTSDMCXX_DIRECT      0.001
 score HDR_ORDER_FTSDMCXX_NORDNS      0.001
-score HEADER_FROM_DIFFERENT_DOMAINS  0.249
+score HEADER_FROM_DIFFERENT_DOMAINS  0.250
 score HELO_NO_DOMAIN                 0.001
 score HK_LOTTO                       0.001
 score HK_NAME_MR_MRS                 0.999
@@ -89,12 +89,12 @@
 score HOSTED_IMG_DIRECT_MX           0.001
 score HOSTED_IMG_FREEM               0.001
 score HOSTED_IMG_MULTI_PUB_01        2.999
-score HTML_ENTITY_ASCII              2.969
+score HTML_ENTITY_ASCII              2.982
 score HTML_FONT_TINY_NORDNS          0.001
 score HTML_OFF_PAGE                  0.001
 score HTML_SINGLET_MANY              2.499
 score HTML_TAG_BALANCE_CENTER        2.699
-score HTML_TEXT_INVISIBLE_FONT       1.383
+score HTML_TEXT_INVISIBLE_FONT       1.391
 score HTML_TEXT_INVISIBLE_STYLE      0.001
 score KHOP_HELO_FCRDNS               0.001
 score LONGLN_LOW_CONTRAST            0.001
@@ -104,102 +104,102 @@
 score LOTS_OF_MONEY                  0.010
 score LOTTO_DEPT                     1.999
 score MALWARE_NORDNS                 0.001
-score MALWARE_PASSWORD               1.349
+score MALWARE_PASSWORD               1.466
 score MANY_SPAN_IN_TEXT              2.199
-score MILLION_HUNDRED                0.001
-score MILLION_USD                    0.554
+score MILLION_HUNDRED                0.001 # force non-zero
+score MILLION_USD                    0.552
 score MIMEOLE_DIRECT_TO_MX           0.001
 score MIXED_ES                       1.899
 score MONEY_ATM_CARD                 0.001
-score MONEY_FORM                     0.001 # force non-zero
-score MONEY_FORM_SHORT               0.001 # force non-zero
+score MONEY_FORM                     0.001
+score MONEY_FORM_SHORT               0.001
 score MONEY_FRAUD_3                  0.001
-score MONEY_FRAUD_5                  0.001
+score MONEY_FRAUD_5                  0.001 # force non-zero
 score MONEY_FRAUD_8                  0.001
-score MONEY_FREEMAIL_REPTO           1.433
+score MONEY_FREEMAIL_REPTO           1.436
 score MONEY_FROM_MISSP               0.001 # force non-zero
-score MSMAIL_PRI_ABNORMAL            0.659
+score MSMAIL_PRI_ABNORMAL            0.001
 score NA_DOLLARS                     1.499
-score NICE_REPLY_A                   -0.102
-score NO_FM_NAME_IP_HOSTN            0.059
+score NICE_REPLY_A                   -0.091
+score NO_FM_NAME_IP_HOSTN            0.298
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             0.125
-score NUMBERONLY_BITCOIN_EXP         1.076
-score OBFU_TEXT_ATTACH               0.743
-score ODD_FREEM_REPTO                2.526
-score PDS_BTC_ID                     0.271
+score NSL_RCVD_HELO_USER             1.189
+score NUMBERONLY_BITCOIN_EXP         1.480
+score OBFU_TEXT_ATTACH               0.726
+score ODD_FREEM_REPTO                2.512
+score PDS_BTC_ID                     0.394
 score PDS_BTC_MSGID                  0.001
-score PDS_EMPTYSUBJ_URISHRT          1.253
+score PDS_EMPTYSUBJ_URISHRT          1.112
 score PDS_FRNOM_TODOM_DBL_URL        1.499
 score PDS_FRNOM_TODOM_NAKED_TO       1.499
-score PDS_FROM_2_EMAILS              1.874
+score PDS_FROM_2_EMAILS              2.248
 score PDS_FROM_NAME_TO_DOMAIN        1.999
-score PDS_HP_HELO_NORDNS             0.001
-score PDS_NAKED_TO_NUMERO            0.876
+score PDS_HP_HELO_NORDNS             0.001 # force non-zero
+score PDS_NAKED_TO_NUMERO            1.263
 score PDS_OTHER_BAD_TLD              0.001
 score PDS_SHORTFWD_URISHRT_FP        1.499
 score PDS_TINYSUBJ_URISHRT           1.499
-score PDS_TO_EQ_FROM_NAME            0.001
-score PHP_ORIG_SCRIPT                2.089
-score PHP_SCRIPT                     2.200
+score PDS_TO_EQ_FROM_NAME            0.004
+score PHP_ORIG_SCRIPT                2.092
+score PHP_SCRIPT                     2.208
 score PP_MIME_FAKE_ASCII_TEXT        0.001
 score RAND_MKTG_HEADER               0.001
 score RATWARE_NO_RDNS                0.001
 score RCVD_IN_MSPIKE_H2              -0.001
 score REPTO_419_FRAUD_GM             2.999
-score SCC_BODY_URI_ONLY              1.437
+score SCC_BODY_URI_ONLY              1.440
 score SCC_CANSPAM_2                  2.899
 score SCC_ISEMM_LID_1B               1.499
-score SCC_NEWBIE_HASBEENS            2.139
-score SENDGRID_REDIR                 1.068
+score SCC_NEWBIE_HASBEENS            1.701
+score SENDGRID_REDIR                 1.060
 score SERGIO_SUBJECT_PORN014         0.001
-score SERGIO_SUBJECT_VIAGRA01        2.888
+score SERGIO_SUBJECT_VIAGRA01        0.001
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
 score SHORTENER_SHORT_IMG            1.109
-score SHORT_SHORTNER                 2.000
+score SHORT_SHORTNER                 1.999
 score SPOOFED_FREEMAIL               0.001
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
 score SPOOFED_FREEM_REPTO            0.001
 score SPOOF_GMAIL_MID                0.001
 score STATIC_XPRIO_OLE               1.999
-score SUBJ_BROKEN_WORD               2.299
-score SUSP_UTF8_WORD_COMBO           2.999
-score SUSP_UTF8_WORD_FROM            2.000
+score SUBJ_BROKEN_WORD               1.551
+score SUSP_UTF8_WORD_COMBO           3.000
+score SUSP_UTF8_WORD_FROM            1.999
 score THIS_AD                        1.799
 score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
 score TO_EQ_FM_DIRECT_MX             2.499
 score TO_EQ_FM_DOM_HTML_IMG          2.499
-score TO_EQ_FM_DOM_SPF_FAIL          0.274
-score TO_EQ_FM_HTML_ONLY             1.076
-score TO_EQ_FM_SPF_FAIL              0.017
-score TO_IN_SUBJ                     0.100
+score TO_EQ_FM_DOM_SPF_FAIL          0.144
+score TO_EQ_FM_HTML_ONLY             0.834
+score TO_EQ_FM_SPF_FAIL              0.149
+score TO_IN_SUBJ                     0.099
 score TO_NAME_SUBJ_NO_RDNS           2.999
 score TO_NO_BRKTS_FROM_MSSP          2.499
 score TO_NO_BRKTS_HTML_IMG           1.999
 score TO_NO_BRKTS_HTML_ONLY          1.999
-score TO_NO_BRKTS_MSFT               1.392
+score TO_NO_BRKTS_MSFT               1.396
 score TO_NO_BRKTS_NORDNS_HTML        1.999
 score TO_NO_BRKTS_PCNT               2.499
-score TVD_IP_HEX                     2.296
+score TVD_IP_HEX                     2.311
 score TVD_SPACE_ENCODED              0.001
-score TVD_SPACE_RATIO_MINFP          0.001
+score TVD_SPACE_RATIO_MINFP          0.001 # force non-zero
 score UNDISC_FREEM                   2.599
 score UNDISC_MONEY                   2.899
 score UNICODE_OBFU_ASC               2.499
-score URI_DOTEDU                     2.000
+score URI_DOTEDU                     1.999
 score URI_GOOGLE_PROXY               2.399
 score URI_GOOG_STO_SPAMMY            2.999
-score URI_ONLY_MSGID_MALF            0.001
+score URI_ONLY_MSGID_MALF            0.161
 score URI_PHISH                      3.999
 score URI_TRY_3LD                    1.999
 score URI_WP_HACKED_2                2.499
 score VFY_ACCT_NORDNS                2.999
-score WORD_INVIS                     2.733
+score WORD_INVIS                     2.728
 score WORD_INVIS_MANY                2.999
 score XM_RANDOM                      0.001
 score XM_RECPTID                     2.999
 score XPRIO                          0.001
-score YOUR_PERMISSION                2.699
+score YOUR_PERMISSION                2.377
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -289,6 +289,7 @@
 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 HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
 score HK_RCVD_IP_MULTICAST           1.000
diff --git a/rulesrc/scores/scores-set2 b/rulesrc/scores/scores-set2
index 6229053..581394a 100644
--- a/rulesrc/scores/scores-set2
+++ b/rulesrc/scores/scores-set2
@@ -1,232 +1,227 @@
-# Using score set 0 logs for revision 1911385 from:
-# ham-ena-week0.r1911385.log ham-ena-week1.r1911385.log ham-ena-week2.r1911385.log ham-ena-week3.r1911385.log ham-ena-week4.r1911385.log ham-giovanni-ham.r1911385.log ham-giovanni-spammy.r1911385.log ham-giovanni-spam.r1911385.log ham-grenier.r1911385.log ham-hege.r1911385.log ham-jhardin.r1911385.log ham-llanga.r1911385.log ham-mmiroslaw-mails-ham.r1911385.log ham-mmiroslaw-mails-spam.r1911385.log ham-spamsponge.r1911385.log ham-thendrikx.r1911385.log ham-tsz-corpus.r1911385.log ham-whyscream.r1911385.log spam-ena-week0.r1911385.log spam-ena-week1.r1911385.log spam-ena-week2.r1911385.log spam-ena-week3.r1911385.log spam-ena-week4.r1911385.log spam-giovanni-ham.r1911385.log spam-giovanni-spammy.r1911385.log spam-giovanni-spam.r1911385.log spam-grenier.r1911385.log spam-hege.r1911385.log spam-jhardin.r1911385.log spam-llanga.r1911385.log spam-mmiroslaw-mails-ham.r1911385.log spam-mmiroslaw-mails-spam.r1911385.log spam-spamsponge.r1911385.log spam-thendrikx.r1911385.log spam-tsz-corpus.r1911385.log spam-whyscream.r1911385.log
+# Using score set 0 logs for revision 1911406 from:
+# ham-ena-week0.r1911406.log ham-ena-week1.r1911406.log ham-ena-week2.r1911406.log ham-ena-week3.r1911406.log ham-ena-week4.r1911406.log ham-giovanni-ham.r1911406.log ham-giovanni-spammy.r1911406.log ham-giovanni-spam.r1911406.log ham-grenier.r1911406.log ham-hege.r1911406.log ham-jbrooks.r1911406.log ham-jhardin.r1911406.log ham-llanga.r1911406.log ham-mmiroslaw-mails-ham.r1911406.log ham-mmiroslaw-mails-spam.r1911406.log ham-spamsponge.r1911406.log ham-thendrikx.r1911406.log ham-tsz-corpus.r1911406.log ham-whyscream.r1911406.log spam-ena-week0.r1911406.log spam-ena-week1.r1911406.log spam-ena-week2.r1911406.log spam-ena-week3.r1911406.log spam-ena-week4.r1911406.log spam-giovanni-ham.r1911406.log spam-giovanni-spammy.r1911406.log spam-giovanni-spam.r1911406.log spam-grenier.r1911406.log spam-hege.r1911406.log spam-jbrooks.r1911406.log spam-jhardin.r1911406.log spam-llanga.r1911406.log spam-mmiroslaw-mails-ham.r1911406.log spam-mmiroslaw-mails-spam.r1911406.log spam-spamsponge.r1911406.log spam-thendrikx.r1911406.log spam-tsz-corpus.r1911406.log spam-whyscream.r1911406.log
 
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              2.996
-score AC_HTML_NONSENSE_TAGS          1.997
-score ADMITS_SPAM                    2.996
-score ADVANCE_FEE_2_NEW_FRM_MNY      1.000
-score ADVANCE_FEE_2_NEW_MONEY        1.997
-score ADVANCE_FEE_3_NEW              3.496
-score ADVANCE_FEE_3_NEW_MONEY        1.299
+score AC_FROM_MANY_DOTS              2.999
+score AC_HTML_NONSENSE_TAGS          1.999
+score ADMITS_SPAM                    2.999
+score ADVANCE_FEE_2_NEW_FRM_MNY      2.319
+score ADVANCE_FEE_2_NEW_MONEY        1.999
+score ADVANCE_FEE_3_NEW              2.597
+score ADVANCE_FEE_3_NEW_MONEY        0.001 # force non-zero
 score ADVANCE_FEE_4_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_4_NEW_MONEY        1.781
-score ADVANCE_FEE_5_NEW_FRM_MNY      2.896
+score ADVANCE_FEE_4_NEW_MONEY        2.275
+score ADVANCE_FEE_5_NEW_FRM_MNY      2.899
 score ADVANCE_FEE_5_NEW_MONEY        0.001
 score AD_PREFS                       0.001
-score AMAZON_IMG_NOT_RCVD_AMZN       0.544
-score AXB_XMAILER_MIMEOLE_OL_024C2   0.001 # force non-zero
-score AXB_XMAILER_MIMEOLE_OL_1ECD5   0.001 # force non-zero
+score AMAZON_IMG_NOT_RCVD_AMZN       0.550
+score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
 score AXB_XM_FORGED_OL2600           0.001
 score BIGNUM_EMAILS_FREEM            0.001
-score BIGNUM_EMAILS_MANY             2.997
-score BITCOIN_DEADLINE               2.996
-score BITCOIN_EXTORT_01              4.511
-score BITCOIN_MALF_HTML              3.496
-score BITCOIN_MALWARE                0.941
-score BITCOIN_SPAM_02                1.013
-score BITCOIN_SPAM_07                0.309
-score BITCOIN_XPRIO                  0.569
-score BITCOIN_YOUR_INFO              2.996
+score BIGNUM_EMAILS_MANY             2.999
+score BITCOIN_DEADLINE               1.950
+score BITCOIN_EXTORT_01              4.337
+score BITCOIN_MALF_HTML              3.499
+score BITCOIN_MALWARE                0.463
+score BITCOIN_SPAM_02                1.039
+score BITCOIN_SPAM_07                0.790
+score BITCOIN_XPRIO                  0.997
+score BITCOIN_YOUR_INFO              2.999
 score BODY_EMAIL_419_FRAUD_GM        0.001
-score BODY_SINGLE_URI                2.040
-score BODY_SINGLE_WORD               1.746
-score BODY_URI_ONLY                  2.528
-score BOGUS_MIME_VERSION             3.496
-score CK_HELO_GENERIC                0.248
-score COMPENSATION                   0.001
-score CTE_8BIT_MISMATCH              0.998
-score DEAR_BENEFICIARY               2.696
-score DOS_BODY_HIGH_NO_MID           2.696
-score DSN_NO_MIMEVERSION             1.997
-score DYNAMIC_IMGUR                  1.641
-score ENCRYPTED_MESSAGE              -0.998
-score END_FUTURE_EMAILS              2.497
-score FAKE_REPLY_B                   2.879
-score FILL_THIS_FORM                 1.098
+score BODY_SINGLE_URI                1.447
+score BODY_SINGLE_WORD               1.747
+score BODY_URI_ONLY                  2.171
+score BOGUS_MIME_VERSION             3.451
+score CK_HELO_GENERIC                0.250
+score COMPENSATION                   1.491
+score CTE_8BIT_MISMATCH              0.999
+score DEAR_BENEFICIARY               2.699
+score DOS_BODY_HIGH_NO_MID           2.799
+score DSN_NO_MIMEVERSION             1.999
+score DYNAMIC_IMGUR                  2.130
+score ENCRYPTED_MESSAGE              -0.999
+score END_FUTURE_EMAILS              2.499
+score FAKE_REPLY_B                   2.010
+score FILL_THIS_FORM                 1.099
 score FONT_INVIS_DIRECT              0.001
-score FONT_INVIS_LONG_LINE           2.996
+score FONT_INVIS_LONG_LINE           2.999
 score FONT_INVIS_MSGID               1.936
-score FONT_INVIS_POSTEXTRAS          2.782
-score FORM_FRAUD                     0.998
-score FORM_FRAUD_3                   0.284
+score FONT_INVIS_POSTEXTRAS          3.284
+score FORM_FRAUD                     0.999
+score FORM_FRAUD_3                   2.477
 score FORM_FRAUD_5                   0.001
-score FREEMAIL_FORGED_FROMDOMAIN     0.248
-score FROMSPACE                      2.696
-score FROM_2_EMAILS_SHORT            0.001
-score FROM_ADDR_WS                   2.996
-score FROM_IN_TO_AND_SUBJ            1.897
-score FROM_MISSPACED                 0.500
-score FROM_MISSP_DYNIP               0.001
+score FREEMAIL_FORGED_FROMDOMAIN     0.250
+score FROMSPACE                      2.699
+score FROM_2_EMAILS_SHORT            2.999
+score FROM_ADDR_WS                   2.999
+score FROM_IN_TO_AND_SUBJ            2.100
+score FROM_MISSPACED                 0.649
+score FROM_MISSP_DYNIP               0.490
 score FROM_MISSP_EH_MATCH            0.001
-score FROM_MISSP_FREEMAIL            0.090
-score FROM_MISSP_MSFT                1.160
-score FROM_MISSP_REPLYTO             2.497
+score FROM_MISSP_FREEMAIL            0.024
+score FROM_MISSP_MSFT                1.149
+score FROM_MISSP_REPLYTO             2.499
 score FROM_MISSP_USER                0.001
 score FROM_MULTI_NORDNS              0.001
-score FROM_NTLD_LINKBAIT             1.606
+score FROM_NTLD_LINKBAIT             1.509
 score FROM_NTLD_REPLY_FREEMAIL       0.001
-score FROM_SUSPICIOUS_NTLD           0.498
-score FROM_SUSPICIOUS_NTLD_FP        1.794
-score FROM_UNBAL1                    1.936
-score FROM_WSP_TRAIL                 2.696
+score FROM_SUSPICIOUS_NTLD           0.499
+score FROM_SUSPICIOUS_NTLD_FP        1.999
+score FROM_UNBAL1                    1.506
+score FROM_WSP_TRAIL                 2.699
 score FSL_CTYPE_WIN1251              0.001
-score FSL_HELO_FAKE                  0.631
-score FSL_NEW_HELO_USER              0.001
+score FSL_HELO_FAKE                  0.515
+score FSL_NEW_HELO_USER              0.001 # force non-zero
 score FUZZY_AMAZON                   0.001
-score FUZZY_SECURITY                 3.096
-score FUZZY_WALLET                   1.997
-score GB_BITCOIN_CP                  2.996
-score GB_CUSTOM_HTM_URI              1.498
-score GB_FAKE_RF_SHORT               1.920
-score GB_FREEMAIL_DISPTO             0.498
-score GB_FREEMAIL_DISPTO_NOTFREEM    0.498
-score GOOG_MALWARE_DNLD              2.816
-score GOOG_REDIR_HTML_ONLY           1.997
-score GOOG_REDIR_NORDNS              2.498
-score GOOG_STO_NOIMG_HTML            2.996
-score HDRS_MISSP                     2.497
+score FUZZY_SECURITY                 3.099
+score FUZZY_WALLET                   2.099
+score GB_BITCOIN_CP                  1.501
+score GB_CUSTOM_HTM_URI              0.352
+score GB_FAKE_RF_SHORT               1.939
+score GB_FREEMAIL_DISPTO             0.499
+score GB_FREEMAIL_DISPTO_NOTFREEM    0.499
+score GOOG_REDIR_HTML_ONLY           1.999
+score GOOG_REDIR_NORDNS              2.503
+score GOOG_STO_NOIMG_HTML            2.999
+score HDRS_MISSP                     1.836
 score HDR_ORDER_FTSDMCXX_DIRECT      0.001
 score HDR_ORDER_FTSDMCXX_NORDNS      0.001
-score HEADER_FROM_DIFFERENT_DOMAINS  0.249
+score HEADER_FROM_DIFFERENT_DOMAINS  0.250
 score HELO_NO_DOMAIN                 0.001
-score HK_LOTTO                       0.998
-score HK_NAME_MR_MRS                 0.998
+score HK_LOTTO                       0.999
+score HK_NAME_MR_MRS                 1.000
 score HK_RANDOM_ENVFROM              0.001
-score HK_RANDOM_FROM                 0.998
-score HK_RANDOM_REPLYTO              0.998
-score HK_SCAM                        1.997
-score HK_WIN                         0.909
+score HK_RANDOM_FROM                 0.999
+score HK_RANDOM_REPLYTO              0.999
+score HK_SCAM                        1.999
+score HK_WIN                         0.873
 score HOSTED_IMG_DIRECT_MX           0.001
 score HOSTED_IMG_FREEM               0.001
-score HOSTED_IMG_MULTI_PUB_01        2.996
-score HTML_ENTITY_ASCII              2.996
-score HTML_FONT_TINY_NORDNS          1.997
+score HOSTED_IMG_MULTI_PUB_01        2.999
+score HTML_ENTITY_ASCII              2.999
+score HTML_FONT_TINY_NORDNS          1.999
 score HTML_OFF_PAGE                  0.001
-score HTML_SINGLET_MANY              2.497
-score HTML_TAG_BALANCE_CENTER        2.796
-score HTML_TEXT_INVISIBLE_FONT       1.855
-score HTML_TEXT_INVISIBLE_STYLE      0.100
-score IMG_ONLY_FM_DOM_INFO           2.497
-score KHOP_FAKE_EBAY                 0.699
-score KHOP_HELO_FCRDNS               0.398
-score LIST_PRTL_SAME_USER            1.614
-score LONGLN_LOW_CONTRAST            2.498
-score LONG_HEX_URI                   2.996
+score HTML_SINGLET_MANY              2.499
+score HTML_TAG_BALANCE_CENTER        2.900
+score HTML_TEXT_INVISIBLE_FONT       1.750
+score HTML_TEXT_INVISIBLE_STYLE      0.003
+score IMG_ONLY_FM_DOM_INFO           2.499
+score KHOP_HELO_FCRDNS               0.400
+score LIST_PRTL_SAME_USER            1.145
+score LONGLN_LOW_CONTRAST            2.499
+score LONG_HEX_URI                   2.999
 score LONG_IMG_URI                   0.001
-score LONG_INVISIBLE_TEXT            1.249
+score LONG_INVISIBLE_TEXT            1.255
 score LOTS_OF_MONEY                  0.010
-score LOTTO_DEPT                     1.997
-score MALWARE_NORDNS                 0.001
-score MALWARE_PASSWORD               0.309
-score MALW_ATTACH                    2.297
+score LOTTO_DEPT                     2.000
+score MALWARE_NORDNS                 0.001 # force non-zero
+score MALWARE_PASSWORD               0.791
+score MALW_ATTACH                    2.299
 score MANY_HDRS_LCASE                0.099
-score MANY_SPAN_IN_TEXT              2.097
-score MAY_BE_FORGED                  1.597
+score MAY_BE_FORGED                  1.599
 score MILLION_HUNDRED                0.001
-score MILLION_USD                    0.792
+score MILLION_USD                    0.466
 score MIMEOLE_DIRECT_TO_MX           0.001
-score MIXED_ES                       2.197
-score MIXED_IMG_CASE                 2.470
-score MONEY_ATM_CARD                 0.001
+score MIXED_ES                       2.299
+score MIXED_IMG_CASE                 2.342
+score MONEY_ATM_CARD                 0.695
 score MONEY_FORM                     0.001
 score MONEY_FORM_SHORT               0.001
-score MONEY_FRAUD_3                  0.090
-score MONEY_FRAUD_5                  0.001
+score MONEY_FRAUD_3                  0.397
+score MONEY_FRAUD_5                  0.381
 score MONEY_FRAUD_8                  0.001
-score MONEY_FREEMAIL_REPTO           2.996
-score MONEY_FROM_41                  1.997
+score MONEY_FREEMAIL_REPTO           3.000
+score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               0.001
-score MSMAIL_PRI_ABNORMAL            1.499
-score MSM_PRIO_REPTO                 2.497
-score NAME_EMAIL_DIFF                1.729
-score NA_DOLLARS                     1.498
+score MSMAIL_PRI_ABNORMAL            0.699
+score MSM_PRIO_REPTO                 2.499
+score NAME_EMAIL_DIFF                1.732
+score NA_DOLLARS                     1.499
 score NICE_REPLY_A                   -0.001
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             0.001
-score NUMBERONLY_BITCOIN_EXP         1.428
-score OBFU_JVSCR_ESC                 2.696
-score OBFU_TEXT_ATTACH               1.498
-score ODD_FREEM_REPTO                2.996
+score NSL_RCVD_HELO_USER             0.001 # force non-zero
+score NUMBERONLY_BITCOIN_EXP         1.211
+score OBFU_JVSCR_ESC                 2.700
+score OBFU_TEXT_ATTACH               1.499
+score ODD_FREEM_REPTO                2.999
 score PDS_BAD_THREAD_QP_64           0.001
-score PDS_BTC_ID                     0.498
+score PDS_BTC_ID                     0.499
 score PDS_BTC_MSGID                  0.001
-score PDS_DBL_URL_TNB_RUNON          1.997
-score PDS_EMPTYSUBJ_URISHRT          1.498
-score PDS_FRNOM_TODOM_DBL_URL        1.354
-score PDS_FRNOM_TODOM_NAKED_TO       1.498
-score PDS_FROM_2_EMAILS              0.429
-score PDS_FROM_NAME_TO_DOMAIN        1.997
+score PDS_DBL_URL_TNB_RUNON          2.000
+score PDS_EMPTYSUBJ_URISHRT          1.499
+score PDS_FRNOM_TODOM_DBL_URL        1.499
+score PDS_FRNOM_TODOM_NAKED_TO       1.499
+score PDS_FROM_2_EMAILS              0.435
+score PDS_FROM_NAME_TO_DOMAIN        1.999
 score PDS_HP_HELO_NORDNS             0.001
-score PDS_NAKED_TO_NUMERO            1.997
-score PDS_OTHER_BAD_TLD              1.997
-score PDS_SHORTFWD_URISHRT_FP        1.498
-score PDS_TINYSUBJ_URISHRT           1.498
-score PDS_TO_EQ_FROM_NAME            1.730
-score PHP_ORIG_SCRIPT                2.497
-score PHP_SCRIPT                     2.497
-score PP_MIME_FAKE_ASCII_TEXT        0.998
-score RAND_MKTG_HEADER               1.997
+score PDS_NAKED_TO_NUMERO            1.999
+score PDS_OTHER_BAD_TLD              1.999
+score PDS_SHORTFWD_URISHRT_FP        1.499
+score PDS_TINYSUBJ_URISHRT           1.499
+score PDS_TO_EQ_FROM_NAME            1.746
+score PHP_ORIG_SCRIPT                1.880
+score PHP_SCRIPT                     2.499
+score PP_MIME_FAKE_ASCII_TEXT        0.999
+score RAND_MKTG_HEADER               1.999
 score RATWARE_NO_RDNS                0.001
-score REPTO_419_FRAUD_GM             2.996
-score REPTO_419_FRAUD_GM_LOOSE       0.998
-score RISK_FREE                      0.906
-score SCC_BODY_URI_ONLY              1.204
-score SCC_CANSPAM_2                  3.695
-score SCC_ISEMM_LID_1B               1.498
-score SCC_NEWBIE_HASBEENS            2.696
-score SCC_SPAMMER_ADDR_2             1.149
-score SENDGRID_REDIR                 1.498
-score SERGIO_SUBJECT_PORN014         2.260
-score SERGIO_SUBJECT_VIAGRA01        2.069
-score SHOPIFY_IMG_NOT_RCVD_SFY       2.047
-score SHORTENER_SHORT_IMG            0.800
-score SHORT_SHORTNER                 1.997
-score SPOOFED_FREEMAIL_NO_RDNS       0.468
-score SPOOF_GMAIL_MID                1.498
-score STATIC_XPRIO_OLE               1.999
-score SUBJ_BROKEN_WORD               0.874
-score SUSP_UTF8_WORD_COMBO           2.996
-score SUSP_UTF8_WORD_FROM            1.997
-score THIS_AD                        1.498
-score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.498
-score TO_EQ_FM_DIRECT_MX             0.001 # force non-zero
-score TO_EQ_FM_DOM_HTML_IMG          3.995
-score TO_EQ_FM_DOM_HTML_ONLY         0.001
-score TO_EQ_FM_HTML_ONLY             0.001
+score REPTO_419_FRAUD_GM             2.999
+score REPTO_419_FRAUD_GM_LOOSE       0.999
+score RISK_FREE                      0.800
+score SCC_BODY_URI_ONLY              1.427
+score SCC_CANSPAM_2                  3.799
+score SCC_ISEMM_LID_1B               1.499
+score SCC_NEWBIE_HASBEENS            2.700
+score SCC_SPAMMER_ADDR_2             0.629
+score SENDGRID_REDIR                 1.499
+score SERGIO_SUBJECT_PORN014         2.899
+score SERGIO_SUBJECT_VIAGRA01        2.123
+score SHOPIFY_IMG_NOT_RCVD_SFY       2.038
+score SHORTENER_SHORT_IMG            0.651
+score SHORT_SHORTNER                 1.999
+score SPOOFED_FREEMAIL_NO_RDNS       0.587
+score SPOOF_GMAIL_MID                1.499
+score STATIC_XPRIO_OLE               1.787
+score SUBJ_BROKEN_WORD               1.789
+score SUSP_UTF8_WORD_COMBO           2.999
+score SUSP_UTF8_WORD_FROM            1.999
+score THIS_AD                        1.599
+score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
+score TO_EQ_FM_DIRECT_MX             0.001
+score TO_EQ_FM_DOM_HTML_IMG          3.999
+score TO_EQ_FM_HTML_ONLY             0.247
 score TO_IN_SUBJ                     0.099
-score TO_NAME_SUBJ_NO_RDNS           1.847
-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_MSFT               1.743
-score TO_NO_BRKTS_NORDNS_HTML        1.997
-score TO_NO_BRKTS_PCNT               2.497
-score TVD_ENHANCE                    2.497
-score TVD_IP_HEX                     2.896
-score TVD_SPACE_ENCODED              2.497
-score TVD_SPACE_RATIO_MINFP          0.612
-score UNDISC_FREEM                   2.996
-score UNDISC_MONEY                   3.296
-score UNICODE_OBFU_ASC               2.497
-score URI_DOTEDU                     1.997
-score URI_GOOGLE_PROXY               2.397
-score URI_GOOG_STO_SPAMMY            2.996
-score URI_ONLY_MSGID_MALF            0.001
-score URI_PHISH                      3.995
-score URI_PHP_REDIR                  3.496
-score URI_TRY_3LD                    1.998
-score URI_WP_HACKED                  2.101
-score URI_WP_HACKED_2                2.497
-score VFY_ACCT_NORDNS                2.576
-score WORD_INVIS                     1.588
-score WORD_INVIS_MANY                2.996
-score XM_RANDOM                      1.493
-score XM_RECPTID                     2.996
+score TO_NAME_SUBJ_NO_RDNS           2.501
+score TO_NO_BRKTS_FROM_MSSP          2.500
+score TO_NO_BRKTS_HTML_IMG           1.999
+score TO_NO_BRKTS_HTML_ONLY          1.999
+score TO_NO_BRKTS_MSFT               1.750
+score TO_NO_BRKTS_NORDNS_HTML        1.999
+score TO_NO_BRKTS_PCNT               2.499
+score TVD_ENHANCE                    2.499
+score TVD_IP_HEX                     2.866
+score TVD_SPACE_ENCODED              2.499
+score TVD_SPACE_RATIO_MINFP          0.752
+score UNDISC_FREEM                   2.999
+score UNDISC_MONEY                   3.299
+score UNICODE_OBFU_ASC               2.499
+score URI_DOTEDU                     1.999
+score URI_GOOGLE_PROXY               2.399
+score URI_GOOG_STO_SPAMMY            2.999
+score URI_ONLY_MSGID_MALF            0.334
+score URI_PHISH                      3.999
+score URI_PHP_REDIR                  3.499
+score URI_TRY_3LD                    1.999
+score URI_WP_HACKED                  2.721
+score URI_WP_HACKED_2                2.499
+score VFY_ACCT_NORDNS                2.499
+score WORD_INVIS                     1.583
+score WORD_INVIS_MANY                2.999
+score XM_RANDOM                      1.345
+score XM_RECPTID                     1.929
 score XPRIO                          0.001
-score YOUR_PERMISSION                2.497
+score YOUR_PERMISSION                2.599
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -287,6 +282,7 @@
 score GOOGLE_DOCS_PHISH_MANY         1.000
 score GOOGLE_DOC_SUSP                1.000
 score GOOGLE_DRIVE_REPLY_BAD_NTLD    1.000
+score GOOG_MALWARE_DNLD              1.000
 score GOOG_STO_EMAIL_PHISH           1.000
 score GOOG_STO_HTML_PHISH            1.000
 score GOOG_STO_HTML_PHISH_MANY       1.000
@@ -294,6 +290,7 @@
 score GOOG_STO_IMG_NOHTML            1.000
 score HAS_X_NO_RELAY                 1.000
 score HAS_X_OUTGOING_SPAM_STAT       1.000
+score HDRS_LCASE                     0.100
 score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
 score HK_RCVD_IP_MULTICAST           1.000
diff --git a/rulesrc/scores/scores-set3 b/rulesrc/scores/scores-set3
index ec3f24d..8384d30 100644
--- a/rulesrc/scores/scores-set3
+++ b/rulesrc/scores/scores-set3
@@ -5,59 +5,59 @@
 score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              2.999
 score AC_HTML_NONSENSE_TAGS          1.999
-score ADMITS_SPAM                    0.001 # force non-zero
+score ADMITS_SPAM                    0.001
 score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              3.264
-score ADVANCE_FEE_3_NEW_MONEY        0.001 # force non-zero
-score ADVANCE_FEE_4_NEW_MONEY        0.555
+score ADVANCE_FEE_3_NEW              3.266
+score ADVANCE_FEE_3_NEW_MONEY        0.001
+score ADVANCE_FEE_4_NEW_MONEY        0.549
 score ADVANCE_FEE_5_NEW_FRM_MNY      2.999
-score ADVANCE_FEE_5_NEW_MONEY        0.677
-score AD_PREFS                       0.283
+score ADVANCE_FEE_5_NEW_MONEY        0.686
+score AD_PREFS                       0.414
 score AMAZON_IMG_NOT_RCVD_AMZN       0.001
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score BITCOIN_DEADLINE               2.769
-score BITCOIN_EXTORT_01              4.225
+score BITCOIN_DEADLINE               2.547
+score BITCOIN_EXTORT_01              2.475
 score BITCOIN_MALF_HTML              3.499
-score BITCOIN_MALWARE                0.196
-score BITCOIN_SPAM_02                0.453
-score BITCOIN_SPAM_05                0.413
+score BITCOIN_MALWARE                0.194
+score BITCOIN_SPAM_02                0.333
+score BITCOIN_SPAM_05                1.223
 score BITCOIN_SPAM_07                0.001
-score BITCOIN_XPRIO                  0.451
+score BITCOIN_XPRIO                  0.331
 score BITCOIN_YOUR_INFO              2.999
 score BODY_SINGLE_URI                2.499
 score BODY_SINGLE_WORD               0.001
-score BODY_URI_ONLY                  1.185
-score CK_HELO_GENERIC                0.250
+score BODY_URI_ONLY                  1.181
+score CK_HELO_GENERIC                0.249
 score CTE_8BIT_MISMATCH              0.001
 score DEAR_BENEFICIARY               0.001
-score DKIMWL_BL                      2.999
+score DKIMWL_BL                      3.000
 score DKIMWL_WL_HIGH                 -0.001
 score DKIMWL_WL_MED                  -0.001 # force non-zero
 score DKIMWL_WL_MEDHI                -0.001
 score DOS_BODY_HIGH_NO_MID           0.001
-score END_FUTURE_EMAILS              2.500
-score FILL_THIS_FORM                 1.000
+score END_FUTURE_EMAILS              2.499
+score FILL_THIS_FORM                 0.999
 score FONT_INVIS_DIRECT              0.001
 score FONT_INVIS_LONG_LINE           2.999
 score FONT_INVIS_MSGID               0.001
-score FONT_INVIS_POSTEXTRAS          3.083
+score FONT_INVIS_POSTEXTRAS          3.085
 score FORGED_SPF_HELO                2.199
 score FORM_FRAUD_5                   0.001
 score FREEMAIL_FORGED_FROMDOMAIN     0.249
 score FROM_2_EMAILS_SHORT            0.001
-score FROM_ADDR_WS                   1.237
+score FROM_ADDR_WS                   1.230
 score FROM_FMBLA_NEWDOM28            0.799
 score FROM_GOV_DKIM_AU               -0.999
-score FROM_IN_TO_AND_SUBJ            0.756
+score FROM_IN_TO_AND_SUBJ            1.549
 score FROM_MISSPACED                 0.001
 score FROM_MISSP_EH_MATCH            0.001
 score FROM_MISSP_FREEMAIL            0.001
 score FROM_MISSP_MSFT                0.001
-score FROM_MISSP_REPLYTO             1.584
-score FROM_MISSP_SPF_FAIL            0.001
-score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              1.226
-score FROM_PAYPAL_SPOOF              0.717
+score FROM_MISSP_REPLYTO             1.519
+score FROM_MISSP_SPF_FAIL            0.061
+score FROM_MISSP_USER                0.001 # force non-zero
+score FROM_MULTI_NORDNS              0.851
+score FROM_PAYPAL_SPOOF              1.506
 score FROM_SUSPICIOUS_NTLD           0.001
 score FROM_SUSPICIOUS_NTLD_FP        1.999
 score FROM_WSP_TRAIL                 2.599
@@ -66,19 +66,19 @@
 score FSL_HELO_FAKE                  0.001
 score FSL_NEW_HELO_USER              0.001
 score FUZZY_AMAZON                   0.001
-score GB_CUSTOM_HTM_URI              1.499
-score GB_FAKE_RF_SHORT               1.479
+score GB_CUSTOM_HTM_URI              1.500
+score GB_FAKE_RF_SHORT               0.717
 score GB_FREEMAIL_DISPTO             0.001
 score GB_HASHBL_BTC                  0.001
 score GOOG_MALWARE_DNLD              4.999
 score GOOG_REDIR_HTML_ONLY           1.999
 score GOOG_REDIR_NORDNS              3.199
 score GOOG_STO_NOIMG_HTML            2.999
-score HAS_X_OUTGOING_SPAM_STAT       1.097
-score HDRS_MISSP                     0.732
+score HAS_X_OUTGOING_SPAM_STAT       1.088
+score HDRS_MISSP                     0.734
 score HDR_ORDER_FTSDMCXX_DIRECT      0.001
 score HDR_ORDER_FTSDMCXX_NORDNS      0.001
-score HEADER_FROM_DIFFERENT_DOMAINS  0.249
+score HEADER_FROM_DIFFERENT_DOMAINS  0.250
 score HELO_NO_DOMAIN                 0.001
 score HK_LOTTO                       0.001
 score HK_NAME_MR_MRS                 0.999
@@ -89,12 +89,12 @@
 score HOSTED_IMG_DIRECT_MX           0.001
 score HOSTED_IMG_FREEM               0.001
 score HOSTED_IMG_MULTI_PUB_01        2.999
-score HTML_ENTITY_ASCII              2.969
+score HTML_ENTITY_ASCII              2.982
 score HTML_FONT_TINY_NORDNS          0.001
 score HTML_OFF_PAGE                  0.001
 score HTML_SINGLET_MANY              2.499
 score HTML_TAG_BALANCE_CENTER        2.699
-score HTML_TEXT_INVISIBLE_FONT       1.383
+score HTML_TEXT_INVISIBLE_FONT       1.391
 score HTML_TEXT_INVISIBLE_STYLE      0.001
 score KHOP_HELO_FCRDNS               0.001
 score LONGLN_LOW_CONTRAST            0.001
@@ -104,102 +104,102 @@
 score LOTS_OF_MONEY                  0.010
 score LOTTO_DEPT                     1.999
 score MALWARE_NORDNS                 0.001
-score MALWARE_PASSWORD               1.349
+score MALWARE_PASSWORD               1.466
 score MANY_SPAN_IN_TEXT              2.199
-score MILLION_HUNDRED                0.001
-score MILLION_USD                    0.554
+score MILLION_HUNDRED                0.001 # force non-zero
+score MILLION_USD                    0.552
 score MIMEOLE_DIRECT_TO_MX           0.001
 score MIXED_ES                       1.899
 score MONEY_ATM_CARD                 0.001
-score MONEY_FORM                     0.001 # force non-zero
-score MONEY_FORM_SHORT               0.001 # force non-zero
+score MONEY_FORM                     0.001
+score MONEY_FORM_SHORT               0.001
 score MONEY_FRAUD_3                  0.001
-score MONEY_FRAUD_5                  0.001
+score MONEY_FRAUD_5                  0.001 # force non-zero
 score MONEY_FRAUD_8                  0.001
-score MONEY_FREEMAIL_REPTO           1.433
+score MONEY_FREEMAIL_REPTO           1.436
 score MONEY_FROM_MISSP               0.001 # force non-zero
-score MSMAIL_PRI_ABNORMAL            0.659
+score MSMAIL_PRI_ABNORMAL            0.001
 score NA_DOLLARS                     1.499
-score NICE_REPLY_A                   -0.102
-score NO_FM_NAME_IP_HOSTN            0.059
+score NICE_REPLY_A                   -0.091
+score NO_FM_NAME_IP_HOSTN            0.298
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             0.125
-score NUMBERONLY_BITCOIN_EXP         1.076
-score OBFU_TEXT_ATTACH               0.743
-score ODD_FREEM_REPTO                2.526
-score PDS_BTC_ID                     0.271
+score NSL_RCVD_HELO_USER             1.189
+score NUMBERONLY_BITCOIN_EXP         1.480
+score OBFU_TEXT_ATTACH               0.726
+score ODD_FREEM_REPTO                2.512
+score PDS_BTC_ID                     0.394
 score PDS_BTC_MSGID                  0.001
-score PDS_EMPTYSUBJ_URISHRT          1.253
+score PDS_EMPTYSUBJ_URISHRT          1.112
 score PDS_FRNOM_TODOM_DBL_URL        1.499
 score PDS_FRNOM_TODOM_NAKED_TO       1.499
-score PDS_FROM_2_EMAILS              1.874
+score PDS_FROM_2_EMAILS              2.248
 score PDS_FROM_NAME_TO_DOMAIN        1.999
-score PDS_HP_HELO_NORDNS             0.001
-score PDS_NAKED_TO_NUMERO            0.876
+score PDS_HP_HELO_NORDNS             0.001 # force non-zero
+score PDS_NAKED_TO_NUMERO            1.263
 score PDS_OTHER_BAD_TLD              0.001
 score PDS_SHORTFWD_URISHRT_FP        1.499
 score PDS_TINYSUBJ_URISHRT           1.499
-score PDS_TO_EQ_FROM_NAME            0.001
-score PHP_ORIG_SCRIPT                2.089
-score PHP_SCRIPT                     2.200
+score PDS_TO_EQ_FROM_NAME            0.004
+score PHP_ORIG_SCRIPT                2.092
+score PHP_SCRIPT                     2.208
 score PP_MIME_FAKE_ASCII_TEXT        0.001
 score RAND_MKTG_HEADER               0.001
 score RATWARE_NO_RDNS                0.001
 score RCVD_IN_MSPIKE_H2              -0.001
 score REPTO_419_FRAUD_GM             2.999
-score SCC_BODY_URI_ONLY              1.437
+score SCC_BODY_URI_ONLY              1.440
 score SCC_CANSPAM_2                  2.899
 score SCC_ISEMM_LID_1B               1.499
-score SCC_NEWBIE_HASBEENS            2.139
-score SENDGRID_REDIR                 1.068
+score SCC_NEWBIE_HASBEENS            1.701
+score SENDGRID_REDIR                 1.060
 score SERGIO_SUBJECT_PORN014         0.001
-score SERGIO_SUBJECT_VIAGRA01        2.888
+score SERGIO_SUBJECT_VIAGRA01        0.001
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
 score SHORTENER_SHORT_IMG            1.109
-score SHORT_SHORTNER                 2.000
+score SHORT_SHORTNER                 1.999
 score SPOOFED_FREEMAIL               0.001
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
 score SPOOFED_FREEM_REPTO            0.001
 score SPOOF_GMAIL_MID                0.001
 score STATIC_XPRIO_OLE               1.999
-score SUBJ_BROKEN_WORD               2.299
-score SUSP_UTF8_WORD_COMBO           2.999
-score SUSP_UTF8_WORD_FROM            2.000
+score SUBJ_BROKEN_WORD               1.551
+score SUSP_UTF8_WORD_COMBO           3.000
+score SUSP_UTF8_WORD_FROM            1.999
 score THIS_AD                        1.799
 score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
 score TO_EQ_FM_DIRECT_MX             2.499
 score TO_EQ_FM_DOM_HTML_IMG          2.499
-score TO_EQ_FM_DOM_SPF_FAIL          0.274
-score TO_EQ_FM_HTML_ONLY             1.076
-score TO_EQ_FM_SPF_FAIL              0.017
-score TO_IN_SUBJ                     0.100
+score TO_EQ_FM_DOM_SPF_FAIL          0.144
+score TO_EQ_FM_HTML_ONLY             0.834
+score TO_EQ_FM_SPF_FAIL              0.149
+score TO_IN_SUBJ                     0.099
 score TO_NAME_SUBJ_NO_RDNS           2.999
 score TO_NO_BRKTS_FROM_MSSP          2.499
 score TO_NO_BRKTS_HTML_IMG           1.999
 score TO_NO_BRKTS_HTML_ONLY          1.999
-score TO_NO_BRKTS_MSFT               1.392
+score TO_NO_BRKTS_MSFT               1.396
 score TO_NO_BRKTS_NORDNS_HTML        1.999
 score TO_NO_BRKTS_PCNT               2.499
-score TVD_IP_HEX                     2.296
+score TVD_IP_HEX                     2.311
 score TVD_SPACE_ENCODED              0.001
-score TVD_SPACE_RATIO_MINFP          0.001
+score TVD_SPACE_RATIO_MINFP          0.001 # force non-zero
 score UNDISC_FREEM                   2.599
 score UNDISC_MONEY                   2.899
 score UNICODE_OBFU_ASC               2.499
-score URI_DOTEDU                     2.000
+score URI_DOTEDU                     1.999
 score URI_GOOGLE_PROXY               2.399
 score URI_GOOG_STO_SPAMMY            2.999
-score URI_ONLY_MSGID_MALF            0.001
+score URI_ONLY_MSGID_MALF            0.161
 score URI_PHISH                      3.999
 score URI_TRY_3LD                    1.999
 score URI_WP_HACKED_2                2.499
 score VFY_ACCT_NORDNS                2.999
-score WORD_INVIS                     2.733
+score WORD_INVIS                     2.728
 score WORD_INVIS_MANY                2.999
 score XM_RANDOM                      0.001
 score XM_RECPTID                     2.999
 score XPRIO                          0.001
-score YOUR_PERMISSION                2.699
+score YOUR_PERMISSION                2.377
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -289,6 +289,7 @@
 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 HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
 score HK_RCVD_IP_MULTICAST           1.000
diff --git a/rulesrc/scores/stats-set0 b/rulesrc/scores/stats-set0
index f97e729..4c30cfa 100644
--- a/rulesrc/scores/stats-set0
+++ b/rulesrc/scores/stats-set0
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 392240  51.129%  (99.176% of non-spam corpus)
-# Correctly spam:     198869  25.923%  (53.509% of spam corpus)
-# False positives:      3259  0.425%  (0.824% of nonspam, 100786 weighted)
-# False negatives:    172785  22.523%  (46.491% of spam, 352723 weighted)
-# Average score for spam:  6.9    nonspam: 0.7
-# Average for false-pos:   6.6  false-neg: 2.0
-# TOTAL:              767153  100.00%
+# Correctly non-spam: 425780  53.011%  (99.178% of non-spam corpus)
+# Correctly spam:     213964  26.639%  (57.227% of spam corpus)
+# False positives:      3530  0.439%  (0.822% of nonspam, 101508 weighted)
+# False negatives:    159922  19.911%  (42.773% of spam, 287018 weighted)
+# Average score for spam:  6.8    nonspam: 0.7
+# Average for false-pos:   6.6  false-neg: 1.8
+# TOTAL:              803196  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  48938  99.20%
-# Correctly spam:      24483  52.90%
-# False positives:       397  0.80%
-# False negatives:     21798  47.10%
-# TCR(l=50): 1.111242  SpamRecall: 52.901%  SpamPrec: 98.404%
+# Correctly non-spam:  53085  99.20%
+# Correctly spam:      24867  53.39%
+# False positives:       428  0.80%
+# False negatives:     21708  46.61%
+# TCR(l=50): 1.080426  SpamRecall: 53.391%  SpamPrec: 98.308%
 
 ##### 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: 386851  97.81%
-# Correctly spam:     127525  34.31%
-# False positives:      8648  2.19%
-# False negatives:    244129  65.69%
-# TCR(l=50): 0.549354  SpamRecall: 34.313%  SpamPrec: 93.649%
+# Correctly non-spam: 419013  97.60%
+# Correctly spam:     127817  34.19%
+# False positives:     10297  2.40%
+# False negatives:    246069  65.81%
+# TCR(l=50): 0.491361  SpamRecall: 34.186%  SpamPrec: 92.545%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  48259  97.82%
-# Correctly spam:      15774  34.08%
-# False positives:      1076  2.18%
-# False negatives:     30507  65.92%
-# TCR(l=50): 0.548958  SpamRecall: 34.083%  SpamPrec: 93.614%
+# Correctly non-spam:  52175  97.50%
+# Correctly spam:      15835  34.00%
+# False positives:      1338  2.50%
+# False negatives:     30740  66.00%
+# TCR(l=50): 0.477007  SpamRecall: 33.999%  SpamPrec: 92.209%
diff --git a/rulesrc/scores/stats-set1 b/rulesrc/scores/stats-set1
index f52e182..e022f88 100644
--- a/rulesrc/scores/stats-set1
+++ b/rulesrc/scores/stats-set1
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 368681  76.686%  (98.975% of non-spam corpus)
-# Correctly spam:      76826  15.980%  (70.960% of spam corpus)
-# False positives:      3819  0.794%  (1.025% of nonspam, 129853 weighted)
-# False negatives:     31441  6.540%  (29.040% of spam,  29507 weighted)
-# Average score for spam:  13.0    nonspam: -0.4
-# Average for false-pos:   11.7  false-neg: 0.9
+# Correctly non-spam: 368647  76.679%  (98.966% of non-spam corpus)
+# Correctly spam:      76831  15.981%  (70.964% of spam corpus)
+# False positives:      3853  0.801%  (1.034% of nonspam, 130358 weighted)
+# False negatives:     31436  6.539%  (29.036% of spam,  29503 weighted)
+# Average score for spam:  12.5    nonspam: -0.4
+# Average for false-pos:   11.6  false-neg: 0.9
 # TOTAL:              480767  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  45869  98.87%
+# Correctly non-spam:  45871  98.88%
 # Correctly spam:       9684  70.85%
-# False positives:       522  1.13%
+# False positives:       520  1.12%
 # False negatives:      3984  29.15%
-# TCR(l=50): 0.454328  SpamRecall: 70.852%  SpamPrec: 94.885%
+# TCR(l=50): 0.455843  SpamRecall: 70.852%  SpamPrec: 94.904%
 
 ##### WITHOUT NEW RULES AND SCORES #####
 Reading scores from "../rules-base"...