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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2021/11/27 02:47:49 UTC

svn commit: r1895365 [2/2] - in /spamassassin/trunk/rulesrc/scores: 72_scores.cf scores-set0 scores-set1 scores-set2 scores-set3 stats-set0 stats-set1

Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1895365&r1=1895364&r2=1895365&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Sat Nov 27 02:47:49 2021
@@ -1,176 +1,192 @@
-# Using score set 0 logs for revision 1895317 from:
-# ham-darxus.r1895317.log ham-ena-week0.r1895317.log ham-ena-week1.r1895317.log ham-ena-week2.r1895317.log ham-ena-week3.r1895317.log ham-ena-week4.r1895317.log ham-giovanni-ham.r1895317.log ham-giovanni-spammy.r1895317.log ham-giovanni-spam.r1895317.log ham-grenier.r1895317.log ham-hege.r1895317.log ham-jhardin.r1895317.log ham-llanga.r1895317.log ham-pds.r1895317.log ham-spamsponge.r1895317.log ham-thendrikx.r1895317.log spam-darxus.r1895317.log spam-ena-week0.r1895317.log spam-ena-week1.r1895317.log spam-ena-week2.r1895317.log spam-ena-week3.r1895317.log spam-ena-week4.r1895317.log spam-giovanni-ham.r1895317.log spam-giovanni-spammy.r1895317.log spam-giovanni-spam.r1895317.log spam-grenier.r1895317.log spam-hege.r1895317.log spam-jhardin.r1895317.log spam-llanga.r1895317.log spam-pds.r1895317.log spam-spamsponge.r1895317.log spam-thendrikx.r1895317.log
+# Using score set 0 logs for revision 1895348 from:
+# ham-darxus.r1895348.log ham-ena-week0.r1895348.log ham-ena-week1.r1895348.log ham-ena-week2.r1895348.log ham-ena-week3.r1895348.log ham-ena-week4.r1895348.log ham-giovanni-ham.r1895348.log ham-giovanni-spammy.r1895348.log ham-giovanni-spam.r1895348.log ham-grenier.r1895348.log ham-hege.r1895348.log ham-jhardin.r1895348.log ham-llanga.r1895348.log ham-pds.r1895348.log ham-spamsponge.r1895348.log ham-thendrikx.r1895348.log ham-tsz-spam-corpus.r1895348.log spam-darxus.r1895348.log spam-ena-week0.r1895348.log spam-ena-week1.r1895348.log spam-ena-week2.r1895348.log spam-ena-week3.r1895348.log spam-ena-week4.r1895348.log spam-giovanni-ham.r1895348.log spam-giovanni-spammy.r1895348.log spam-giovanni-spam.r1895348.log spam-grenier.r1895348.log spam-hege.r1895348.log spam-jhardin.r1895348.log spam-llanga.r1895348.log spam-pds.r1895348.log spam-spamsponge.r1895348.log spam-thendrikx.r1895348.log spam-tsz-spam-corpus.r1895348.log
 
 score ACCT_PHISHING_MANY             2.999
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              3.000
+score AC_FROM_MANY_DOTS              2.999
 score AC_HTML_NONSENSE_TAGS          1.999
-score ADMITS_SPAM                    2.899
+score ADMITS_SPAM                    3.099
 score ADVANCE_FEE_2_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_2_NEW_MONEY        0.001
-score ADVANCE_FEE_3_NEW              2.836
-score ADVANCE_FEE_3_NEW_FRM_MNY      1.536
-score ADVANCE_FEE_3_NEW_MONEY        2.799
-score ADVANCE_FEE_4_NEW              2.210
-score ADVANCE_FEE_4_NEW_FRM_MNY      0.199
-score ADVANCE_FEE_4_NEW_MONEY        0.406
-score ADVANCE_FEE_5_NEW              0.091
+score ADVANCE_FEE_2_NEW_MONEY        0.370
+score ADVANCE_FEE_3_NEW              2.541
+score ADVANCE_FEE_3_NEW_FRM_MNY      0.001
+score ADVANCE_FEE_3_NEW_MONEY        2.229
+score ADVANCE_FEE_4_NEW              1.598
+score ADVANCE_FEE_4_NEW_FRM_MNY      0.001
+score ADVANCE_FEE_4_NEW_MONEY        0.001
+score ADVANCE_FEE_5_NEW              0.001
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
 score ADVANCE_FEE_5_NEW_MONEY        0.001
-score AD_PREFS                       0.312
-score AMAZON_IMG_NOT_RCVD_AMZN       2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2   0.403
-score BIGNUM_EMAILS_FREEM            0.159
+score AD_PREFS                       0.499
+score AMAZON_IMG_NOT_RCVD_AMZN       0.989
+score ANY_PILL_PRICE                 1.887
+score AXB_XMAILER_MIMEOLE_OL_024C2   0.390
+score AXB_XM_FORGED_OL2600           2.268
+score BIGNUM_EMAILS_FREEM            0.801
 score BIGNUM_EMAILS_MANY             2.999
-score BITCOIN_IMGUR                  2.236
-score BITCOIN_MALF_HTML              0.001
-score BITCOIN_SPAM_02                2.499
+score BITCOIN_DEADLINE               2.999
+score BITCOIN_EXTORT_01              3.596
+score BITCOIN_IMGUR                  3.071
+score BITCOIN_MALF_HTML              2.591
+score BITCOIN_SPAM_02                1.506
 score BITCOIN_SPAM_07                3.499
 score BITCOIN_SPAM_09                1.499
-score BITCOIN_XPRIO                  1.490
+score BITCOIN_XPRIO                  1.502
 score BITCOIN_YOUR_INFO              2.999
-score BODY_SINGLE_URI                1.746
-score BODY_SINGLE_WORD               0.001
+score BODY_SINGLE_URI                0.355
+score BODY_SINGLE_WORD               2.247
 score BOGUS_MIME_VERSION             3.499
-score CK_HELO_GENERIC                0.250
-score CONTENT_AFTER_HTML             2.182
+score CK_HELO_GENERIC                0.249
+score CONTENT_AFTER_HTML             2.101
 score CTE_8BIT_MISMATCH              0.999
-score DEAR_BENEFICIARY               0.841
-score DX_TEXT_03                     1.200
-score FACEBOOK_IMG_NOT_RCVD_FB       1.498
+score DEAR_BENEFICIARY               0.422
+score DX_TEXT_03                     1.199
+score ENCRYPTED_MESSAGE              -0.999
 score FILL_THIS_FORM                 1.699
 score FONT_INVIS_DIRECT              0.001
-score FONT_INVIS_HTML_NOHTML         2.178
-score FONT_INVIS_LONG_LINE           2.588
+score FONT_INVIS_HTML_NOHTML         2.999
+score FONT_INVIS_LONG_LINE           1.423
 score FONT_INVIS_MSGID               2.499
-score FONT_INVIS_POSTEXTRAS          1.392
+score FONT_INVIS_NORDNS              0.001
+score FONT_INVIS_POSTEXTRAS          3.370
 score FORM_FRAUD_5                   0.001
 score FOUND_YOU                      3.249
-score FREEMAIL_FORGED_FROMDOMAIN     0.250
-score FROM_2_EMAILS_SHORT            2.999
-score FROM_IN_TO_AND_SUBJ            2.099
-score FROM_MISSPACED                 1.217
+score FREEMAIL_FORGED_FROMDOMAIN     0.249
+score FROM_2_EMAILS_SHORT            2.681
+score FROM_IN_TO_AND_SUBJ            2.299
+score FROM_MISSPACED                 0.106
+score FROM_MISSP_DYNIP               2.288
 score FROM_MISSP_EH_MATCH            0.001
-score FROM_MISSP_FREEMAIL            3.199
-score FROM_MISSP_MSFT                2.450
-score FROM_MISSP_PHISH               2.953
-score FROM_MISSP_USER                0.001 # force non-zero
-score FROM_MULTI_NORDNS              2.491
+score FROM_MISSP_FREEMAIL            3.400
+score FROM_MISSP_MSFT                2.251
+score FROM_MISSP_PHISH               3.449
+score FROM_MISSP_TO_UNDISC           0.201
+score FROM_MISSP_USER                0.001
+score FROM_MULTI_NORDNS              2.502
 score FROM_NTLD_REPLY_FREEMAIL       1.999
-score FROM_SUSPICIOUS_NTLD           0.469
-score FROM_SUSPICIOUS_NTLD_FP        1.821
+score FROM_SUSPICIOUS_NTLD           0.363
+score FROM_SUSPICIOUS_NTLD_FP        1.438
 score FROM_WSP_TRAIL                 2.399
-score FSL_CTYPE_WIN1251              0.001 # force non-zero
-score FSL_HELO_FAKE                  0.001
+score FSL_CTYPE_WIN1251              0.001
+score FSL_HELO_FAKE                  0.723
 score FSL_NEW_HELO_USER              0.001
 score FUZZY_AMAZON                   0.001
-score FUZZY_BITCOIN                  2.799
+score FUZZY_BITCOIN                  2.699
 score FUZZY_WALLET                   2.599
 score GAPPY_LOW_CONTRAST             2.499
-score GB_FAKE_RF_SHORT               1.999
+score GB_FAKE_RF_SHORT               0.001
 score GB_FREEMAIL_DISPTO             0.499
-score GOOG_REDIR_NORDNS              2.499
+score GB_GOOG_IMG_NOT_RCVD_GOOG      2.275
+score GOOG_REDIR_NORDNS              2.509
+score GOOG_REDIR_SHORT               2.599
 score GOOG_STO_EMAIL_PHISH           2.999
 score GOOG_STO_IMG_HTML              2.999
 score GOOG_STO_NOIMG_HTML            2.999
 score HAS_X_OUTGOING_SPAM_STAT       1.999
-score HDRS_LCASE_IMGONLY             0.099
-score HDRS_MISSP                     2.500
-score HDR_ORDER_FTSDMCXX_DIRECT      0.001
-score HDR_ORDER_FTSDMCXX_NORDNS      0.001
-score HEADER_FROM_DIFFERENT_DOMAINS  0.249
-score HELO_NO_DOMAIN                 0.001 # force non-zero
+score HDRS_LCASE_IMGONLY             0.100
+score HDRS_MISSP                     2.251
+score HDR_ORDER_FTSDMCXX_DIRECT      0.599
+score HDR_ORDER_FTSDMCXX_NORDNS      0.278
+score HEADER_FROM_DIFFERENT_DOMAINS  0.250
+score HELO_NO_DOMAIN                 0.001
 score HK_LOTTO                       0.999
 score HK_NAME_MR_MRS                 1.000
-score HK_RANDOM_ENVFROM              0.999
+score HK_RANDOM_ENVFROM              0.644
 score HK_RANDOM_FROM                 0.999
 score HK_RANDOM_REPLYTO              0.999
-score HK_SCAM                        0.409
-score HOSTED_IMG_DIRECT_MX           0.001
+score HK_SCAM                        0.001
+score HK_SPAMMY_FILENAME             2.899
+score HK_WIN                         0.428
+score HOSTED_IMG_DIRECT_MX           2.309
 score HOSTED_IMG_FREEM               3.499
 score HOSTED_IMG_MULTI_PUB_01        2.999
-score HTML_ENTITY_ASCII              2.843
-score HTML_FONT_TINY_NORDNS          1.999
-score HTML_OFF_PAGE                  0.400
-score HTML_TAG_BALANCE_CENTER        2.085
-score HTML_TEXT_INVISIBLE_STYLE      2.098
+score HTML_ENTITY_ASCII              2.451
+score HTML_FONT_TINY_NORDNS          2.000
+score HTML_OFF_PAGE                  0.001
+score HTML_TAG_BALANCE_CENTER        2.059
+score HTML_TEXT_INVISIBLE_STYLE      2.125
+score IMG_ONLY_FM_DOM_INFO           1.852
 score JH_SPAMMY_HEADERS              3.499
 score JH_SPAMMY_PATTERN01            2.999
-score LONGLN_LOW_CONTRAST            1.285
+score LINKEDIN_IMG_NOT_RCVD_LNKN     2.499
+score LONGLN_LOW_CONTRAST            1.086
 score LONG_HEX_URI                   2.999
 score LONG_IMG_URI                   0.001
-score LONG_INVISIBLE_TEXT            0.001
+score LONG_INVISIBLE_TEXT            1.677
 score LOTS_OF_MONEY                  0.010
 score LOTTO_AGENT                    0.001
-score LOTTO_DEPT                     2.000
+score LOTTO_DEPT                     1.999
 score MALWARE_NORDNS                 0.001
+score MALW_ATTACH                    2.599
+score MANY_SPAN_IN_TEXT              2.399
 score MILLION_HUNDRED                0.001
-score MIMEOLE_DIRECT_TO_MX           1.000
-score MIXED_AREA_CASE                0.719
+score MIMEOLE_DIRECT_TO_MX           0.001
+score MIXED_AREA_CASE                1.620
 score MIXED_CENTER_CASE              2.499
-score MIXED_ES                       3.252
-score MIXED_FONT_CASE                1.945
-score MIXED_HREF_CASE                0.816
-score MIXED_IMG_CASE                 0.295
+score MIXED_ES                       3.699
+score MIXED_FONT_CASE                2.499
+score MIXED_HREF_CASE                1.820
+score MIXED_IMG_CASE                 2.238
 score MONEY_FORM                     0.001
-score MONEY_FORM_SHORT               1.176
-score MONEY_FRAUD_3                  1.395
-score MONEY_FRAUD_5                  3.081
-score MONEY_FRAUD_8                  3.099
-score MONEY_FREEMAIL_REPTO           1.148
+score MONEY_FORM_SHORT               2.235
+score MONEY_FRAUD_3                  0.614
+score MONEY_FRAUD_5                  3.199
+score MONEY_FRAUD_8                  3.199
+score MONEY_FREEMAIL_REPTO           1.558
 score MONEY_FROM_41                  1.999
-score MONEY_FROM_MISSP               1.385
-score MSGID_NOFQDN1                  0.001
+score MONEY_FROM_MISSP               0.001
+score MSGID_NOFQDN1                  0.898
 score MSMAIL_PRI_ABNORMAL            0.001
-score NA_DOLLARS                     1.055
-score NICE_REPLY_A                   -4.151
-score NORDNS_LOW_CONTRAST            1.888
-score NO_FM_NAME_IP_HOSTN            0.001
+score NA_DOLLARS                     0.432
+score NICE_REPLY_A                   -4.199
+score NORDNS_LOW_CONTRAST            1.887
+score NO_FM_NAME_IP_HOSTN            2.263
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             2.186
-score OBFU_BITCOIN                   1.736
-score OBFU_TEXT_ATTACH               1.196
+score NSL_RCVD_HELO_USER             1.637
 score ODD_FREEM_REPTO                2.999
-score OFFER_ONLY_AMERICA             0.853
+score OFFER_ONLY_AMERICA             1.893
 score PDS_BTC_ID                     0.499
-score PDS_BTC_MSGID                  0.999
-score PDS_BTC_NTLD                   0.807
+score PDS_BTC_MSGID                  0.909
+score PDS_BTC_NTLD                   1.999
 score PDS_DBL_URL_TNB_RUNON          1.999
-score PDS_FRNOM_TODOM_DBL_URL        1.425
+score PDS_FRNOM_TODOM_DBL_URL        1.499
 score PDS_FRNOM_TODOM_NAKED_TO       1.499
 score PDS_FROM_NAME_TO_DOMAIN        1.999
-score PDS_HP_HELO_NORDNS             0.001
+score PDS_HP_HELO_NORDNS             0.999
 score PDS_OTHER_BAD_TLD              1.999
 score PDS_PHPEXP_BOT                 1.499
-score PDS_PHP_EVAL                   0.959
+score PDS_PHP_EVAL                   0.516
 score PDS_RDNS_DYNAMIC_FP            0.001 # force non-zero
+score PDS_TINYSUBJ_URISHRT           1.499
 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
 score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PDS_TO_EQ_FROM_NAME            3.299
-score PHP_ORIG_SCRIPT                2.499
-score PHP_ORIG_SCRIPT_EVAL           2.293
+score PDS_TO_EQ_FROM_NAME            3.465
+score PHP_ORIG_SCRIPT                2.500
+score PHP_ORIG_SCRIPT_EVAL           2.736
 score PHP_SCRIPT                     2.499
+score POSSIBLE_AMAZON_PHISH_02       3.299
 score PP_MIME_FAKE_ASCII_TEXT        0.999
+score RAND_HEADER_LIST_SPOOF         2.999
+score RAND_HEADER_MANY               2.999
 score RAND_MKTG_HEADER               1.999
 score RATWARE_NO_RDNS                0.001
-score RDNS_NUM_TLD_XM                2.999
-score REPLYTO_EMPTY                  3.099
+score RDNS_NUM_TLD_XM                2.602
+score REPLYTO_EMPTY                  3.100
 score REPTO_419_FRAUD_GM             2.999
-score REPTO_419_FRAUD_GM_LOOSE       1.000
-score RISK_FREE                      2.299
+score REPTO_419_FRAUD_GM_LOOSE       0.999
+score RISK_FREE                      2.799
 score SCRIPT_GIBBERISH               0.001
 score SENDGRID_REDIR                 1.499
-score SEO_SUSP_NTLD                  0.001
-score SERGIO_SUBJECT_VIAGRA01        3.239
+score SERGIO_SUBJECT_VIAGRA01        0.827
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
-score SHORTENED_URL_SRC              2.399
-score SHORTENER_SHORT_IMG            2.411
-score SHORT_SHORTNER                 2.000
-score STATIC_XPRIO_OLE               0.001
+score SHORTENED_URL_SRC              2.700
+score SHORTENER_SHORT_IMG            2.499
+score SHORT_SHORTNER                 1.999
+score STATIC_XPRIO_OLE               0.143
 score SUBJ_OBFU_LOW_CNTRST           2.499
 score SUSP_UTF8_WORD_SUBJ            1.999
-score THIS_AD                        1.199
+score THIS_AD                        1.399
 score THIS_IS_ADV_SUSP_NTLD          0.001
 score TO_EQ_FM_DIRECT_MX             0.001
 score TO_IN_SUBJ                     0.099
@@ -180,30 +196,31 @@ score TO_NO_BRKTS_FROM_MSSP          2.4
 score TO_NO_BRKTS_HTML_IMG           1.999
 score TO_NO_BRKTS_HTML_ONLY          1.999
 score TO_NO_BRKTS_NORDNS_HTML        1.999
-score TO_NO_BRKTS_PCNT               2.260
+score TO_NO_BRKTS_PCNT               2.499
 score TRANSFORM_LIFE                 2.499
-score TVD_RCVD_SPACE_BRACKET         2.899
-score UNDISC_FREEM                   3.299
+score TVD_RCVD_SPACE_BRACKET         2.799
+score TVD_SPACE_ENC_FM_MIME          0.818
+score UNDISC_FREEM                   3.599
 score UNDISC_MONEY                   3.599
 score UNICODE_OBFU_ASC               2.499
 score URI_DOTEDU                     1.999
 score URI_FIREBASEAPP                2.999
-score URI_GOOGLE_PROXY               2.499
+score URI_GOOGLE_PROXY               2.599
 score URI_GOOG_STO_SPAMMY            2.999
-score URI_IN_URI_10                  2.699
+score URI_IN_URI_10                  3.000
 score URI_PHISH                      3.999
 score URI_PHP_REDIR                  3.500
-score URI_TRY_3LD                    1.940
+score URI_TRY_3LD                    1.999
 score URI_WPADMIN                    2.699
 score URI_WP_DIRINDEX                3.499
 score URI_WP_HACKED_2                2.499
-score VFY_ACCT_NORDNS                2.912
-score XFER_LOTSA_MONEY               1.000
-score XM_DIGITS_ONLY                 1.930
+score VFY_ACCT_NORDNS                2.669
+score XFER_LOTSA_MONEY               0.999
+score XM_DIGITS_ONLY                 2.999
 score XM_LIGHT_HEAVY                 2.499
 score XM_RANDOM                      2.499
 score XM_RECPTID                     2.999
-score YOU_INHERIT                    0.549
+score YOU_INHERIT                    0.145
 score ZW_OBFU_FREEM                  1.999
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
@@ -222,8 +239,6 @@ score APP_DEVELOPMENT_FREEM          1.0
 score APP_DEVELOPMENT_NORDNS         1.000
 score BEBEE_IMG_NOT_RCVD_BB          1.000
 score BITCOIN_BOMB                   1.000
-score BITCOIN_DEADLINE               1.000
-score BITCOIN_EXTORT_01              1.000
 score BITCOIN_EXTORT_02              1.000
 score BITCOIN_MALWARE                1.000
 score BITCOIN_OBFU_SUBJ              1.000
@@ -250,13 +265,12 @@ score DAY_I_EARNED                   1.0
 score DOTGOV_IMAGE                   1.000
 score DYNAMIC_IMGUR                  1.000
 score EBAY_IMG_NOT_RCVD_EBAY         1.000
-score ENCRYPTED_MESSAGE              -1.000
 score END_FUTURE_EMAILS              1.000
 score ENVFROM_GOOG_TRIX              1.000
+score FACEBOOK_IMG_NOT_RCVD_FB       1.000
 score FBI_MONEY                      1.000
 score FBI_SPOOF                      1.000
 score FONT_INVIS_DOTGOV              1.000
-score FONT_INVIS_NORDNS              1.000
 score FORM_FRAUD                     1.000
 score FREEM_FRNUM_UNICD_EMPTY        1.000
 score FRNAME_IN_MSG_XPRIO_NO_SUB     1.000
@@ -268,7 +282,6 @@ score GAPPY_SALES_LEADS_FREEM        1.0
 score GB_FORGED_MUA_POSTFIX          1.000
 score GB_FREEMAIL_DISPTO_NOTFREEM    0.500
 score GB_GOOGLE_OBFUR                0.750
-score GB_GOOG_IMG_NOT_RCVD_GOOG      1.000
 score GOOGLE_DOCS_PHISH              1.000
 score GOOGLE_DOCS_PHISH_MANY         1.000
 score GOOGLE_DOC_SUSP                1.000
@@ -282,17 +295,14 @@ score HDRS_LCASE                     0.1
 score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
 score HK_RCVD_IP_MULTICAST           1.000
-score HK_WIN                         1.000
 score HOSTED_IMG_DQ_UNSUB            1.000
 score HOSTED_IMG_MULTI               1.000
 score HTML_ENTITY_ASCII_TINY         1.000
 score HTML_SHRT_CMNT_OBFU_MANY       1.000
 score HTML_SINGLET_MANY              1.000
 score HTML_TEXT_INVISIBLE_FONT       1.000
-score IMG_ONLY_FM_DOM_INFO           1.000
 score JH_SPAMMY_PATTERN02            1.000
 score KHOP_HELO_FCRDNS               0.400
-score LINKEDIN_IMG_NOT_RCVD_LNKN     1.000
 score LIST_PRTL_PUMPDUMP             1.000
 score LIST_PRTL_SAME_USER            1.000
 score LUCRATIVE                      1.000
@@ -309,7 +319,7 @@ score MSGID_HDR_MALF                 1.0
 score MSM_PRIO_REPTO                 1.000
 score NEWEGG_IMG_NOT_RCVD_NEGG       1.000
 score NEW_PRODUCTS                   1.000
-score PDS_TINYSUBJ_URISHRT           1.000
+score OBFU_BITCOIN                   1.000
 score PHISH_AZURE_CLOUDAPP           3.500
 score PHISH_FBASEAPP                 1.000
 score PHOTO_EDITING_DIRECT           1.000
@@ -320,8 +330,6 @@ score PP_TOO_MUCH_UNICODE02          0.5
 score PP_TOO_MUCH_UNICODE05          1.000
 score PUMPDUMP                       1.000
 score PUMPDUMP_MULTI                 1.000
-score RAND_HEADER_LIST_SPOOF         1.000
-score RAND_HEADER_MANY               1.000
 score RCVD_DOTEDU_SHORT              1.000
 score RCVD_DOTEDU_SUSP_URI           1.000
 score RDNS_NUM_TLD_ATCHNX            1.000
@@ -338,6 +346,7 @@ score REPTO_419_FRAUD_YH_LOOSE       1.0
 score REPTO_419_FRAUD_YJ             1.000
 score REPTO_419_FRAUD_YN             1.000
 score SENDGRID_REDIR_PHISH           1.000
+score SEO_SUSP_NTLD                  1.000
 score SHORT_IMG_SUSP_NTLD            1.000
 score SPOOFED_FREEMAIL_NO_RDNS       1.000
 score SPOOF_GMAIL_MID                1.000
@@ -349,7 +358,6 @@ score TARINGANET_IMG_NOT_RCVD_TN     1.0
 score TONLINE_FAKE_DKIM              1.000
 score TO_NO_BRKTS_MSFT               1.000
 score TVD_SPACE_ENCODED              1.000
-score TVD_SPACE_ENC_FM_MIME          1.000
 score TVD_SPACE_RATIO_MINFP          1.000
 score TW_GIBBERISH_MANY              1.000
 score UC_GIBBERISH_OBFU              1.000

Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1895365&r1=1895364&r2=1895365&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Nov 27 02:47:49 2021
@@ -3,64 +3,64 @@
 
 score ACCT_PHISHING_MANY             2.996
 score AC_BR_BONANZA                  0.001
-score AC_DIV_BONANZA                 0.001 # force non-zero
-score AC_FROM_MANY_DOTS              0.578
+score AC_DIV_BONANZA                 0.001
+score AC_FROM_MANY_DOTS              0.486
 score AC_HTML_NONSENSE_TAGS          1.997
-score ADMITS_SPAM                    1.510
+score ADMITS_SPAM                    1.509
 score ADVANCE_FEE_2_NEW_FRM_MNY      0.001
 score ADVANCE_FEE_2_NEW_MONEY        0.001
-score ADVANCE_FEE_3_NEW              1.673
+score ADVANCE_FEE_3_NEW              1.692
 score ADVANCE_FEE_3_NEW_FRM_MNY      2.197
-score ADVANCE_FEE_3_NEW_MONEY        0.001
+score ADVANCE_FEE_3_NEW_MONEY        0.413
 score ADVANCE_FEE_4_NEW              0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY      1.098
-score ADVANCE_FEE_4_NEW_MONEY        0.722
+score ADVANCE_FEE_4_NEW_FRM_MNY      1.119
+score ADVANCE_FEE_4_NEW_MONEY        0.786
 score ADVANCE_FEE_5_NEW              0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY      1.080
+score ADVANCE_FEE_5_NEW_FRM_MNY      1.096
 score ADVANCE_FEE_5_NEW_MONEY        0.001
 score AD_PREFS                       0.498
 score AMAZON_IMG_NOT_RCVD_AMZN       0.001
 score APP_DEVELOPMENT_NORDNS         1.997
-score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score BIGNUM_EMAILS_FREEM            0.001 # force non-zero
-score BIGNUM_EMAILS_MANY             0.003
+score AXB_XMAILER_MIMEOLE_OL_024C2   0.001 # force non-zero
+score BIGNUM_EMAILS_FREEM            0.001
+score BIGNUM_EMAILS_MANY             0.657
 score BITCOIN_IMGUR                  3.496
-score BITCOIN_MALF_HTML              2.487
+score BITCOIN_MALF_HTML              2.478
 score BITCOIN_MALWARE                0.001
-score BITCOIN_SPAM_02                1.083
-score BITCOIN_SPAM_03                1.875
-score BITCOIN_SPAM_05                2.255
-score BITCOIN_SPAM_07                3.496
+score BITCOIN_SPAM_02                1.064
+score BITCOIN_SPAM_03                0.781
+score BITCOIN_SPAM_05                1.647
+score BITCOIN_SPAM_07                3.497
 score BITCOIN_SPAM_09                1.498
 score BITCOIN_XPRIO                  0.001
-score BITCOIN_YOUR_INFO              2.975
+score BITCOIN_YOUR_INFO              2.996
 score BODY_SINGLE_URI                2.497
 score BODY_SINGLE_WORD               0.001
-score BODY_URI_ONLY                  1.533
-score BOGUS_MIME_VERSION             3.496
-score CK_HELO_GENERIC                0.001 # force non-zero
+score BODY_URI_ONLY                  1.515
+score BOGUS_MIME_VERSION             3.180
+score CK_HELO_GENERIC                0.001
 score CONTENT_AFTER_HTML             0.001
-score CTE_8BIT_MISMATCH              0.001
+score CTE_8BIT_MISMATCH              0.001 # force non-zero
 score DEAR_BENEFICIARY               1.432
 score DKIMWL_BL                      2.996
 score DKIMWL_WL_HIGH                 -0.702
 score DKIMWL_WL_MED                  -0.001
-score DKIMWL_WL_MEDHI                -0.001
+score DKIMWL_WL_MEDHI                -0.001 # force non-zero
 score END_FUTURE_EMAILS              0.001
-score FACEBOOK_IMG_NOT_RCVD_FB       1.318
+score FACEBOOK_IMG_NOT_RCVD_FB       1.312
 score FILL_THIS_FORM                 1.597
 score FONT_INVIS_DIRECT              0.001
-score FONT_INVIS_HTML_NOHTML         0.001
-score FONT_INVIS_LONG_LINE           2.993
-score FONT_INVIS_MSGID               1.810
-score FONT_INVIS_POSTEXTRAS          1.352
+score FONT_INVIS_HTML_NOHTML         0.891
+score FONT_INVIS_LONG_LINE           2.958
+score FONT_INVIS_MSGID               1.977
+score FONT_INVIS_POSTEXTRAS          1.786
 score FORGED_SPF_HELO                1.498
-score FORM_FRAUD                     0.001
+score FORM_FRAUD                     0.001 # force non-zero
 score FORM_FRAUD_3                   0.001
 score FORM_FRAUD_5                   0.001
 score FOUND_YOU                      3.246
 score FREEMAIL_FORGED_FROMDOMAIN     0.248
-score FROM_2_EMAILS_SHORT            2.585
+score FROM_2_EMAILS_SHORT            2.583
 score FROM_BANK_NOAUTH               0.998
 score FROM_FMBLA_NEWDOM              1.498
 score FROM_FMBLA_NEWDOM14            0.998
@@ -74,74 +74,73 @@ score FROM_MISSP_MSFT                0.0
 score FROM_MISSP_PHISH               3.496
 score FROM_MISSP_SPF_FAIL            0.001
 score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              1.896
-score FROM_NEWDOM_BTC                0.863
+score FROM_MULTI_NORDNS              2.497
 score FROM_PAYPAL_SPOOF              1.597
 score FROM_SUSPICIOUS_NTLD           0.001
 score FROM_SUSPICIOUS_NTLD_FP        1.997
-score FROM_WSP_TRAIL                 1.402
-score FSL_BULK_SIG                   0.001 # force non-zero
+score FROM_WSP_TRAIL                 2.197
+score FSL_BULK_SIG                   0.001
 score FSL_CTYPE_WIN1251              0.001
 score FSL_HELO_FAKE                  0.001
 score FSL_NEW_HELO_USER              0.001
 score FUZZY_AMAZON                   0.001
-score FUZZY_BITCOIN                  1.802
+score FUZZY_BITCOIN                  1.600
 score FUZZY_WALLET                   2.097
 score GAPPY_LOW_CONTRAST             2.497
-score GB_FAKE_RF_SHORT               0.073
+score GB_FAKE_RF_SHORT               0.580
 score GB_FREEMAIL_DISPTO             0.498
-score GOOG_REDIR_NORDNS              1.452
-score GOOG_STO_EMAIL_PHISH           2.217
+score GOOG_REDIR_NORDNS              1.716
+score GOOG_STO_EMAIL_PHISH           2.745
 score GOOG_STO_IMG_HTML              2.996
 score GOOG_STO_NOIMG_HTML            2.996
 score HAS_X_OUTGOING_SPAM_STAT       0.807
 score HDRS_LCASE_IMGONLY             0.098
-score HDRS_MISSP                     0.810
+score HDRS_MISSP                     0.814
 score HDR_ORDER_FTSDMCXX_DIRECT      0.001
 score HDR_ORDER_FTSDMCXX_NORDNS      0.001
 score HEADER_FROM_DIFFERENT_DOMAINS  0.249
 score HELO_NO_DOMAIN                 0.001
 score HK_LOTTO                       0.998
-score HK_NAME_MR_MRS                 0.476
-score HK_RANDOM_ENVFROM              0.001 # force non-zero
+score HK_NAME_MR_MRS                 0.725
+score HK_RANDOM_ENVFROM              0.001
 score HK_RANDOM_FROM                 0.998
 score HK_RANDOM_REPLYTO              0.001
-score HK_SCAM                        0.551
+score HK_SCAM                        0.536
 score HK_SPAMMY_FILENAME             2.197
 score HK_WIN                         0.998
-score HOSTED_IMG_DIRECT_MX           0.091
+score HOSTED_IMG_DIRECT_MX           0.001
 score HOSTED_IMG_FREEM               3.496
 score HOSTED_IMG_MULTI_PUB_01        2.996
-score HTML_ENTITY_ASCII              0.706
-score HTML_FONT_TINY_NORDNS          1.997
+score HTML_ENTITY_ASCII              1.823
+score HTML_FONT_TINY_NORDNS          1.966
 score HTML_OFF_PAGE                  0.001
-score HTML_SINGLET_MANY              0.001
-score HTML_TAG_BALANCE_CENTER        2.930
-score HTML_TEXT_INVISIBLE_FONT       0.739
-score HTML_TEXT_INVISIBLE_STYLE      1.698
-score JH_SPAMMY_HEADERS              3.496
-score JH_SPAMMY_PATTERN01            2.872
+score HTML_SINGLET_MANY              0.001 # force non-zero
+score HTML_TAG_BALANCE_CENTER        2.931
+score HTML_TEXT_INVISIBLE_FONT       0.571
+score HTML_TEXT_INVISIBLE_STYLE      1.928
+score JH_SPAMMY_HEADERS              3.497
+score JH_SPAMMY_PATTERN01            2.754
 score KHOP_HELO_FCRDNS               0.001
 score LONGLN_LOW_CONTRAST            0.001
-score LONG_HEX_URI                   0.926
-score LONG_IMG_URI                   0.001 # force non-zero
-score LONG_INVISIBLE_TEXT            0.750
+score LONG_HEX_URI                   0.923
+score LONG_IMG_URI                   0.001
+score LONG_INVISIBLE_TEXT            0.782
 score LOTS_OF_MONEY                  0.010
 score LOTTO_AGENT                    0.001
 score LOTTO_DEPT                     1.999
-score MALWARE_NORDNS                 0.248
+score MALWARE_NORDNS                 0.226
 score MAY_BE_FORGED                  0.001
-score MILLION_HUNDRED                0.710
+score MILLION_HUNDRED                0.635
 score MIMEOLE_DIRECT_TO_MX           0.001
-score MIXED_AREA_CASE                0.199
-score MIXED_CENTER_CASE              1.854
-score MIXED_ES                       2.882
-score MIXED_FONT_CASE                2.328
-score MIXED_HREF_CASE                0.408
-score MIXED_IMG_CASE                 1.169
-score MONEY_FORM_SHORT               1.318
-score MONEY_FRAUD_3                  0.657
-score MONEY_FRAUD_5                  1.999
+score MIXED_AREA_CASE                0.655
+score MIXED_CENTER_CASE              1.927
+score MIXED_ES                       2.814
+score MIXED_FONT_CASE                2.215
+score MIXED_HREF_CASE                1.456
+score MIXED_IMG_CASE                 2.048
+score MONEY_FORM_SHORT               1.329
+score MONEY_FRAUD_3                  0.451
+score MONEY_FRAUD_5                  2.673
 score MONEY_FRAUD_8                  0.001
 score MONEY_FREEMAIL_REPTO           0.001
 score MONEY_FROM_41                  0.001
@@ -149,53 +148,52 @@ score MONEY_FROM_MISSP               0.0
 score MSGID_NOFQDN1                  0.001
 score MSMAIL_PRI_ABNORMAL            0.001
 score NA_DOLLARS                     1.498
-score NICE_REPLY_A                   -1.993
-score NORDNS_LOW_CONTRAST            0.001 # force non-zero
+score NICE_REPLY_A                   -1.090
+score NORDNS_LOW_CONTRAST            0.001
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             0.211
-score OBFU_BITCOIN                   1.914
-score OBFU_TEXT_ATTACH               0.950
-score ODD_FREEM_REPTO                2.214
+score NSL_RCVD_HELO_USER             0.807
+score OBFU_BITCOIN                   2.507
+score OBFU_TEXT_ATTACH               0.004
+score ODD_FREEM_REPTO                1.391
 score PDS_BTC_ID                     0.498
 score PDS_BTC_MSGID                  0.001
-score PDS_BTC_NTLD                   0.001
+score PDS_BTC_NTLD                   1.999
 score PDS_DBL_URL_TNB_RUNON          1.997
-score PDS_FRNOM_TODOM_DBL_URL        1.373
+score PDS_FRNOM_TODOM_DBL_URL        1.499
 score PDS_FRNOM_TODOM_NAKED_TO       1.498
 score PDS_FROM_NAME_TO_DOMAIN        1.997
-score PDS_HP_HELO_NORDNS             0.001
+score PDS_HP_HELO_NORDNS             0.001 # force non-zero
 score PDS_OTHER_BAD_TLD              0.001
 score PDS_PHP_EVAL                   1.498
-score PDS_RDNS_DYNAMIC_FP            0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.745
+score PDS_RDNS_DYNAMIC_FP            0.009
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.451
 score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
 score PDS_TO_EQ_FROM_NAME            2.796
-score PHP_ORIG_SCRIPT                2.249
+score PHP_ORIG_SCRIPT                2.245
 score PHP_ORIG_SCRIPT_EVAL           2.996
-score PHP_SCRIPT                     2.497
+score PHP_SCRIPT                     2.498
 score PP_MIME_FAKE_ASCII_TEXT        0.998
 score RAND_MKTG_HEADER               1.997
 score RATWARE_NO_RDNS                0.001
 score RCVD_IN_MSPIKE_H2              -0.001 # force non-zero
-score RDNS_NUM_TLD_XM                2.009
+score RDNS_NUM_TLD_XM                0.658
 score REPLYTO_EMPTY                  2.896
-score REPTO_419_FRAUD                2.996
 score REPTO_419_FRAUD_GM             2.996
-score RISK_FREE                      2.197
+score RISK_FREE                      2.297
 score SCRIPT_GIBBERISH               0.001
-score SENDGRID_REDIR                 0.910
+score SENDGRID_REDIR                 0.901
 score SERGIO_SUBJECT_VIAGRA01        0.001
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.497
 score SHORTENED_URL_SRC              2.397
-score SHORTENER_SHORT_IMG            2.210
+score SHORTENER_SHORT_IMG            2.027
 score SHORT_SHORTNER                 1.997
-score SPOOFED_FREEMAIL               1.324
+score SPOOFED_FREEMAIL               1.680
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
 score SPOOFED_FREEM_REPTO            2.497
-score SPOOF_GMAIL_MID                1.497
-score STATIC_XPRIO_OLE               0.001
-score SUBJ_OBFU_LOW_CNTRST           1.488
+score SPOOF_GMAIL_MID                1.139
+score STATIC_XPRIO_OLE               0.001 # force non-zero
+score SUBJ_OBFU_LOW_CNTRST           1.806
 score SUSP_UTF8_WORD_SUBJ            1.997
 score THIS_AD                        0.998
 score TO_EQ_FM_DIRECT_MX             0.001
@@ -203,35 +201,35 @@ score TO_EQ_FM_DOM_HTML_ONLY         0.0
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
 score TO_EQ_FM_SPF_FAIL              0.001
 score TO_IN_SUBJ                     0.098
-score TO_NAME_SUBJ_NO_RDNS           2.959
-score TO_NO_BRKTS_DYNIP              0.250
-score TO_NO_BRKTS_FROM_MSSP          1.706
+score TO_NAME_SUBJ_NO_RDNS           0.994
+score TO_NO_BRKTS_DYNIP              0.241
+score TO_NO_BRKTS_FROM_MSSP          1.702
 score TO_NO_BRKTS_HTML_IMG           1.997
 score TO_NO_BRKTS_HTML_ONLY          1.997
 score TO_NO_BRKTS_MSFT               0.001
-score TO_NO_BRKTS_NORDNS_HTML        1.203
-score TO_NO_BRKTS_PCNT               1.219
+score TO_NO_BRKTS_NORDNS_HTML        1.195
+score TO_NO_BRKTS_PCNT               0.001
 score TRANSFORM_LIFE                 2.497
 score TVD_RCVD_SPACE_BRACKET         2.696
 score UNDISC_FREEM                   3.096
-score UNDISC_MONEY                   3.396
+score UNDISC_MONEY                   3.496
 score UNICODE_OBFU_ASC               2.497
 score URI_DOTEDU                     1.997
 score URI_FIREBASEAPP                2.996
 score URI_GOOGLE_PROXY               2.397
-score URI_GOOG_STO_SPAMMY            2.996
-score URI_IN_URI_10                  2.497
+score URI_GOOG_STO_SPAMMY            2.566
+score URI_IN_URI_10                  2.596
 score URI_ONLY_MSGID_MALF            1.997
 score URI_PHISH                      3.625
-score URI_PHP_REDIR                  3.169
-score URI_TRY_3LD                    1.204
+score URI_PHP_REDIR                  3.166
+score URI_TRY_3LD                    1.207
 score URI_WPADMIN                    2.596
-score URI_WP_DIRINDEX                3.496
+score URI_WP_DIRINDEX                3.497
 score URI_WP_HACKED                  3.496
-score URI_WP_HACKED_2                2.497
+score URI_WP_HACKED_2                2.498
 score VFY_ACCT_NORDNS                2.996
 score XFER_LOTSA_MONEY               0.998
-score XM_DIGITS_ONLY                 0.858
+score XM_DIGITS_ONLY                 2.474
 score XM_LIGHT_HEAVY                 2.497
 score XM_RANDOM                      2.497
 score XM_RECPTID                     2.996
@@ -292,6 +290,7 @@ score FROM_ADDR_WS                   1.0
 score FROM_FMBLA_NDBLOCKED           0.001
 score FROM_GOV_REPLYTO_FREEMAIL      1.000
 score FROM_GOV_SPOOF                 1.000
+score FROM_NEWDOM_BTC                1.000
 score FROM_NTLD_LINKBAIT             1.000
 score FROM_NTLD_REPLY_FREEMAIL       1.000
 score FROM_NUMBERO_NEWDOMAIN         1.000
@@ -354,6 +353,7 @@ score RAND_HEADER_MANY               1.0
 score RCVD_DOTEDU_SHORT              1.000
 score RCVD_DOTEDU_SUSP_URI           1.000
 score RDNS_NUM_TLD_ATCHNX            1.000
+score REPTO_419_FRAUD                1.000
 score REPTO_419_FRAUD_AOL            1.000
 score REPTO_419_FRAUD_AOL_LOOSE      1.000
 score REPTO_419_FRAUD_CNS            1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1895365&r1=1895364&r2=1895365&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Nov 27 02:47:49 2021
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 282220  54.927%  (99.584% of non-spam corpus)
-# Correctly spam:     162830  31.691%  (70.671% of spam corpus)
-# False positives:      1180  0.230%  (0.416% of nonspam,  32817 weighted)
-# False negatives:     67577  13.152%  (29.329% of spam,  94317 weighted)
-# Average score for spam:  9.4    nonspam: 0.5
-# Average for false-pos:   6.8  false-neg: 1.4
-# TOTAL:              513807  100.00%
+# Correctly non-spam: 292309  38.765%  (99.584% of non-spam corpus)
+# Correctly spam:     338211  44.853%  (73.442% of spam corpus)
+# False positives:      1221  0.162%  (0.416% of nonspam,  68063 weighted)
+# False negatives:    122306  16.220%  (26.558% of spam, 230807 weighted)
+# Average score for spam:  8.2    nonspam: 0.5
+# Average for false-pos:   7.1  false-neg: 1.9
+# TOTAL:              754047  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  35290  99.56%
-# Correctly spam:      20238  70.14%
-# False positives:       156  0.44%
-# False negatives:      8616  29.86%
-# TCR(l=50): 1.757675  SpamRecall: 70.139%  SpamPrec: 99.235%
+# Correctly non-spam:  36502  99.60%
+# Correctly spam:      43340  75.50%
+# False positives:       145  0.40%
+# False negatives:     14064  24.50%
+# TCR(l=50): 2.693253  SpamRecall: 75.500%  SpamPrec: 99.667%
 
 ##### 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: 274017  96.69%
-# Correctly spam:     139501  60.55%
-# False positives:      9383  3.31%
-# False negatives:     90906  39.45%
-# TCR(l=50): 0.411400  SpamRecall: 60.545%  SpamPrec: 93.698%
+# Correctly non-spam: 283613  96.62%
+# Correctly spam:     240988  52.33%
+# False positives:      9917  3.38%
+# False negatives:    219529  47.67%
+# TCR(l=50): 0.643738  SpamRecall: 52.330%  SpamPrec: 96.048%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  34255  96.64%
-# Correctly spam:      17462  60.52%
-# False positives:      1191  3.36%
-# False negatives:     11392  39.48%
-# TCR(l=50): 0.406727  SpamRecall: 60.518%  SpamPrec: 93.615%
+# Correctly non-spam:  35441  96.71%
+# Correctly spam:      30180  52.57%
+# False positives:      1206  3.29%
+# False negatives:     27224  47.43%
+# TCR(l=50): 0.655866  SpamRecall: 52.575%  SpamPrec: 96.158%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1895365&r1=1895364&r2=1895365&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Nov 27 02:47:49 2021
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 277070  53.220%  (99.543% of non-spam corpus)
-# Correctly spam:     196123  37.672%  (80.952% of spam corpus)
-# False positives:      1271  0.244%  (0.457% of nonspam,  98765 weighted)
-# False negatives:     46149  8.864%  (19.048% of spam,  93626 weighted)
+# Correctly non-spam: 277056  53.217%  (99.538% of non-spam corpus)
+# Correctly spam:     196103  37.668%  (80.944% of spam corpus)
+# False positives:      1285  0.247%  (0.462% of nonspam,  99536 weighted)
+# False negatives:     46167  8.868%  (19.056% of spam,  93959 weighted)
 # Average score for spam:  15.2    nonspam: -0.8
 # Average for false-pos:   8.9  false-neg: 2.0
-# TOTAL:              520613  100.00%
+# TOTAL:              520611  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  34646  99.52%
-# Correctly spam:      24623  81.23%
-# False positives:       166  0.48%
-# False negatives:      5691  18.77%
-# TCR(l=50): 2.166679  SpamRecall: 81.226%  SpamPrec: 99.330%
+# Correctly non-spam:  34644  99.52%
+# Correctly spam:      24622  81.22%
+# False positives:       168  0.48%
+# False negatives:      5692  18.78%
+# TCR(l=50): 2.151150  SpamRecall: 81.223%  SpamPrec: 99.322%
 
 ##### WITHOUT NEW RULES AND SCORES #####
 Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam: 277339  99.64%
-# Correctly spam:     157417  64.98%
+# Correctly spam:     157422  64.98%
 # False positives:      1002  0.36%
-# False negatives:     84855  35.02%
-# TCR(l=50): 1.795206  SpamRecall: 64.975%  SpamPrec: 99.368%
+# False negatives:     84848  35.02%
+# TCR(l=50): 1.795284  SpamRecall: 64.978%  SpamPrec: 99.368%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  34673  99.60%
-# Correctly spam:      19803  65.33%
+# Correctly spam:      19772  65.22%
 # False positives:       139  0.40%
-# False negatives:     10511  34.67%
-# TCR(l=50): 1.736098  SpamRecall: 65.326%  SpamPrec: 99.303%
+# False negatives:     10542  34.78%
+# TCR(l=50): 1.733021  SpamRecall: 65.224%  SpamPrec: 99.302%