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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2021/08/18 02:42:14 UTC

svn commit: r1892406 [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=1892406&r1=1892405&r2=1892406&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Aug 18 02:42:14 2021
@@ -1,107 +1,107 @@
 # Using score set 0 logs for revision 1892360 from:
 # ham-darxus.r1892360.log ham-ena-week0.r1892360.log ham-ena-week1.r1892360.log ham-ena-week2.r1892360.log ham-ena-week3.r1892360.log ham-ena-week4.r1892360.log ham-giovanni-ham.r1892360.log ham-giovanni-spammy.r1892360.log ham-giovanni-spam.r1892360.log ham-grenier.r1892360.log ham-hege.r1892360.log ham-jhardin.r1892360.log ham-llanga.r1892360.log ham-mmiroslaw-mails-ham.r1892360.log ham-mmiroslaw-mails-spam.r1892360.log ham-pds.r1892360.log ham-spamsponge.r1892360.log ham-thendrikx.r1892360.log ham-tsz-spam-corpus.r1892360.log spam-darxus.r1892360.log spam-ena-week0.r1892360.log spam-ena-week1.r1892360.log spam-ena-week2.r1892360.log spam-ena-week3.r1892360.log spam-ena-week4.r1892360.log spam-giovanni-ham.r1892360.log spam-giovanni-spammy.r1892360.log spam-giovanni-spam.r1892360.log spam-grenier.r1892360.log spam-hege.r1892360.log spam-jhardin.r1892360.log spam-llanga.r1892360.log spam-mmiroslaw-mails-ham.r1892360.log spam-mmiroslaw-mails-spam.r1892360.log spam-pds.r1892360.log s
 pam-spamsponge.r1892360.log spam-thendrikx.r1892360.log spam-tsz-spam-corpus.r1892360.log
 
-score ACCT_PHISHING_MANY             2.931
+score ACCT_PHISHING_MANY             2.933
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              2.999
-score AC_HTML_NONSENSE_TAGS          1.899
+score AC_HTML_NONSENSE_TAGS          1.897
 score ADMITS_SPAM                    3.499
-score ADVANCE_FEE_2_NEW_FORM         1.456
+score ADVANCE_FEE_2_NEW_FORM         0.698
 score ADVANCE_FEE_2_NEW_FRM_MNY      2.499
-score ADVANCE_FEE_2_NEW_MONEY        1.103
+score ADVANCE_FEE_2_NEW_MONEY        1.067
 score ADVANCE_FEE_3_NEW              3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY      0.555
-score ADVANCE_FEE_3_NEW_MONEY        1.835
+score ADVANCE_FEE_3_NEW_FRM_MNY      0.374
+score ADVANCE_FEE_3_NEW_MONEY        1.989
 score ADVANCE_FEE_4_NEW              2.699
-score ADVANCE_FEE_4_NEW_FRM_MNY      1.785
+score ADVANCE_FEE_4_NEW_FRM_MNY      0.291
 score ADVANCE_FEE_4_NEW_MONEY        0.001
-score ADVANCE_FEE_5_NEW              2.719
+score ADVANCE_FEE_5_NEW              2.799
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        1.826
+score ADVANCE_FEE_5_NEW_MONEY        1.825
 score AD_PREFS                       0.499
-score AMAZON_IMG_NOT_RCVD_AMZN       2.499
-score APP_DEVELOPMENT_NORDNS         1.605
+score AMAZON_IMG_NOT_RCVD_AMZN       2.500
+score APP_DEVELOPMENT_NORDNS         1.933
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5   1.112
-score BEBEE_IMG_NOT_RCVD_BB          1.999
+score AXB_XMAILER_MIMEOLE_OL_1ECD5   1.598
+score BEBEE_IMG_NOT_RCVD_BB          1.659
 score BIGNUM_EMAILS_FREEM            2.999
 score BIGNUM_EMAILS_MANY             2.999
 score BITCOIN_DEADLINE               2.999
 score BITCOIN_MALF_HTML              3.499
-score BITCOIN_ONAN                   2.353
+score BITCOIN_ONAN                   2.894
 score BITCOIN_SPAM_02                2.499
 score BITCOIN_SPAM_03                2.499
 score BITCOIN_SPAM_07                3.499
 score BITCOIN_XPRIO                  2.499
-score BITCOIN_YOUR_INFO              1.485
+score BITCOIN_YOUR_INFO              1.475
 score BOGUS_MIME_VERSION             3.499
-score BOGUS_MSM_HDRS                 1.198
-score BULK_RE_SUSP_NTLD              1.000
+score BOGUS_MSM_HDRS                 1.789
+score BULK_RE_SUSP_NTLD              0.999
 score CONTENT_AFTER_HTML             2.499
 score CTE_8BIT_MISMATCH              0.999
-score DEAR_BENEFICIARY               0.923
-score DETAILS_OF_PRODUCT             1.250
+score DEAR_BENEFICIARY               0.920
+score DETAILS_OF_PRODUCT             1.249
 score DX_TEXT_03                     0.799
-score EBAY_IMG_NOT_RCVD_EBAY         1.365
+score EBAY_IMG_NOT_RCVD_EBAY         1.935
 score ENCRYPTED_MESSAGE              -0.999
 score FACEBOOK_IMG_NOT_RCVD_FB       1.999
 score FAKE_REPLY_A1                  3.999
 score FAKE_REPLY_B                   3.899
-score FILL_THIS_FORM                 1.200
-score FONT_INVIS_DIRECT              2.549
+score FILL_THIS_FORM                 1.198
+score FONT_INVIS_DIRECT              2.396
 score FONT_INVIS_HTML_NOHTML         2.999
 score FONT_INVIS_LONG_LINE           2.999
-score FONT_INVIS_MSGID               2.348
-score FONT_INVIS_NORDNS              1.492
-score FORM_FRAUD_5                   1.586
+score FONT_INVIS_MSGID               2.499
+score FONT_INVIS_NORDNS              0.635
+score FORM_FRAUD_5                   1.513
 score FOUND_YOU                      3.249
-score FREEMAIL_FORGED_FROMDOMAIN     0.249
-score FROMSPACE                      3.100
-score FROM_2_EMAILS_SHORT            1.306
+score FREEMAIL_FORGED_FROMDOMAIN     0.250
+score FROMSPACE                      3.099
+score FROM_2_EMAILS_SHORT            1.317
 score FROM_ADDR_WS                   2.999
-score FROM_MISSPACED                 0.899
-score FROM_MISSP_DYNIP               1.118
-score FROM_MISSP_EH_MATCH            0.001
-score FROM_MISSP_FREEMAIL            3.500
+score FROM_MISSPACED                 0.880
+score FROM_MISSP_DYNIP               0.774
+score FROM_MISSP_EH_MATCH            0.001 # force non-zero
+score FROM_MISSP_FREEMAIL            3.499
 score FROM_MISSP_MSFT                0.001
-score FROM_MISSP_PHISH               3.463
-score FROM_MISSP_TO_UNDISC           0.380
-score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              0.352
-score FROM_NTLD_LINKBAIT             0.278
-score FROM_NTLD_REPLY_FREEMAIL       1.999
+score FROM_MISSP_PHISH               2.143
+score FROM_MISSP_TO_UNDISC           1.249
+score FROM_MISSP_USER                0.001 # force non-zero
+score FROM_MULTI_NORDNS              0.353
+score FROM_NTLD_LINKBAIT             1.616
+score FROM_NTLD_REPLY_FREEMAIL       1.671
 score FROM_SUSPICIOUS_NTLD           0.499
 score FROM_SUSPICIOUS_NTLD_FP        1.999
 score FSL_CTYPE_WIN1251              0.001
-score FSL_NEW_HELO_USER              0.001 # force non-zero
+score FSL_NEW_HELO_USER              0.001
 score FUZZY_BITCOIN                  2.699
-score FUZZY_CLICK_HERE               1.795
+score FUZZY_CLICK_HERE               1.787
 score FUZZY_WALLET                   2.699
 score GB_FAKE_RF_SHORT               0.001
 score GB_FREEMAIL_DISPTO             0.499
-score GB_FREEMAIL_DISPTO_NOTFREEM    0.500
+score GB_FREEMAIL_DISPTO_NOTFREEM    0.499
 score GB_GOOGLE_OBFUR                0.749
 score GOOGLE_DOC_SUSP                2.497
-score GOOG_REDIR_NORDNS              2.601
-score GOOG_STO_EMAIL_PHISH           2.137
-score GOOG_STO_HTML_PHISH            2.456
-score GOOG_STO_HTML_PHISH_MANY       2.306
+score GOOG_REDIR_NORDNS              2.595
+score GOOG_STO_EMAIL_PHISH           2.338
+score GOOG_STO_HTML_PHISH            2.478
+score GOOG_STO_HTML_PHISH_MANY       2.203
 score GOOG_STO_NOIMG_HTML            2.999
 score HAS_X_OUTGOING_SPAM_STAT       1.999
-score HDRS_LCASE_IMGONLY             0.100
+score HDRS_LCASE_IMGONLY             0.099
 score HDRS_MISSP                     2.499
 score HDR_ORDER_FTSDMCXX_DIRECT      1.999
-score HDR_ORDER_FTSDMCXX_NORDNS      2.650
+score HDR_ORDER_FTSDMCXX_NORDNS      2.647
 score HEADER_FROM_DIFFERENT_DOMAINS  0.250
-score HELO_NO_DOMAIN                 0.001
+score HELO_NO_DOMAIN                 0.001 # force non-zero
 score HK_LOTTO                       0.001
 score HK_NAME_FM_MR_MRS              1.499
-score HK_NAME_MR_MRS                 0.999
-score HK_RANDOM_ENVFROM              1.000
+score HK_NAME_MR_MRS                 1.000
+score HK_RANDOM_ENVFROM              0.999
 score HK_RANDOM_FROM                 0.999
 score HK_RANDOM_REPLYTO              0.999
-score HK_SCAM                        1.291
+score HK_SCAM                        1.228
 score HOSTED_IMG_DIRECT_MX           3.499
 score HOSTED_IMG_FREEM               3.499
 score HOSTED_IMG_MULTI               2.999
@@ -109,130 +109,130 @@ score HOSTED_IMG_MULTI_PUB_01        2.9
 score HTML_ENTITY_ASCII              2.999
 score HTML_FONT_TINY_NORDNS          1.499
 score HTML_OFF_PAGE                  2.999
-score HTML_TAG_BALANCE_CENTER        2.559
-score HTML_TEXT_INVISIBLE_STYLE      1.626
-score IMG_ONLY_FM_DOM_INFO           1.938
+score HTML_TAG_BALANCE_CENTER        2.482
+score HTML_TEXT_INVISIBLE_STYLE      1.703
+score IMG_ONLY_FM_DOM_INFO           1.935
 score JH_SPAMMY_HEADERS              3.499
 score LINKEDIN_IMG_NOT_RCVD_LNKN     2.499
 score LONG_HEX_URI                   2.999
 score LONG_IMG_URI                   0.404
-score LONG_INVISIBLE_TEXT            0.391
+score LONG_INVISIBLE_TEXT            0.390
 score LOTS_OF_MONEY                  0.010
 score LOTTO_DEPT                     1.999
-score MALWARE_NORDNS                 2.753
+score MALWARE_NORDNS                 1.427
 score MALW_ATTACH                    2.399
-score MANY_SPAN_IN_TEXT              1.496
-score MILLION_HUNDRED                1.939
-score MILLION_USD                    1.509
-score MIMEOLE_DIRECT_TO_MX           1.999
-score MIXED_AREA_CASE                1.588
-score MIXED_CENTER_CASE              1.577
-score MIXED_ES                       3.291
-score MIXED_FONT_CASE                0.490
-score MIXED_HREF_CASE                1.807
-score MIXED_IMG_CASE                 1.411
+score MANY_SPAN_IN_TEXT              1.498
+score MILLION_HUNDRED                1.938
+score MILLION_USD                    1.519
+score MIMEOLE_DIRECT_TO_MX           2.000
+score MIXED_AREA_CASE                0.992
+score MIXED_CENTER_CASE              1.587
+score MIXED_ES                       3.262
+score MIXED_FONT_CASE                0.421
+score MIXED_HREF_CASE                1.999
+score MIXED_IMG_CASE                 1.501
 score MONEY_ATM_CARD                 0.001
 score MONEY_FORM                     0.001
 score MONEY_FORM_SHORT               2.499
 score MONEY_FRAUD_3                  0.001
 score MONEY_FRAUD_5                  3.199
-score MONEY_FRAUD_8                  1.467
-score MONEY_FREEMAIL_REPTO           3.000
+score MONEY_FRAUD_8                  1.385
+score MONEY_FREEMAIL_REPTO           2.999
 score MONEY_FROM_41                  1.999
-score MONEY_FROM_MISSP               1.227
-score MONEY_NOHTML                   1.484
-score MSMAIL_PRI_ABNORMAL            0.510
-score NAME_EMAIL_DIFF                1.819
-score NA_DOLLARS                     0.005
+score MONEY_FROM_MISSP               1.253
+score MONEY_NOHTML                   1.450
+score MSMAIL_PRI_ABNORMAL            0.886
+score NAME_EMAIL_DIFF                1.730
+score NA_DOLLARS                     0.075
 score NEW_PRODUCTS                   1.249
-score NICE_REPLY_A                   -3.279
+score NICE_REPLY_A                   -2.860
 score NOT_SPAM                       3.199
-score NO_FM_NAME_IP_HOSTN            2.354
-score NSL_RCVD_FROM_USER             0.001 # force non-zero
-score NSL_RCVD_HELO_USER             0.354
-score NUMBEREND_LINKBAIT             0.910
+score NO_FM_NAME_IP_HOSTN            2.358
+score NSL_RCVD_FROM_USER             0.001
+score NSL_RCVD_HELO_USER             1.952
+score NUMBEREND_LINKBAIT             0.091
 score OBFU_TEXT_ATTACH               0.001
-score ODD_FREEM_REPTO                2.999
-score OFFER_ONLY_AMERICA             1.999
+score ODD_FREEM_REPTO                3.000
+score OFFER_ONLY_AMERICA             1.955
 score ONLINE_MKTG_CNSLT              2.599
-score ORDER_TODAY                    2.450
+score ORDER_TODAY                    1.543
 score PDS_BTC_ID                     0.499
 score PDS_BTC_MSGID                  0.001
 score PDS_DBL_URL_TNB_RUNON          1.999
-score PDS_FRNOM_TODOM_DBL_URL        1.499
+score PDS_FRNOM_TODOM_DBL_URL        1.443
 score PDS_FRNOM_TODOM_NAKED_TO       1.499
-score PDS_FROM_2_EMAILS_SHRTNER      1.226
+score PDS_FROM_2_EMAILS_SHRTNER      0.316
 score PDS_FROM_NAME_TO_DOMAIN        1.999
-score PDS_HP_HELO_NORDNS             1.000
+score PDS_HP_HELO_NORDNS             0.999
 score PDS_OTHER_BAD_TLD              1.999
 score PDS_PHP_EVAL                   1.499
 score PDS_SHORTFWD_URISHRT_FP        1.499
-score PDS_SHORT_BOGUS_MSM_HDRS       1.077
-score PDS_TINYSUBJ_URISHRT           1.499
+score PDS_SHORT_BOGUS_MSM_HDRS       0.851
+score PDS_TINYSUBJ_URISHRT           1.500
 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TO_EQ_FROM_NAME            1.878
-score PHISH_FBASEAPP                 2.286
-score PHP_ORIG_SCRIPT                2.249
+score PDS_TO_EQ_FROM_NAME            1.954
+score PHISH_FBASEAPP                 1.543
+score PHP_ORIG_SCRIPT                2.243
 score PHP_ORIG_SCRIPT_EVAL           2.999
-score PHP_SCRIPT                     2.499
-score PP_MIME_FAKE_ASCII_TEXT        1.000
+score PHP_SCRIPT                     2.500
+score PP_MIME_FAKE_ASCII_TEXT        0.999
 score RAND_HEADER_LIST_SPOOF         2.999
 score RAND_MKTG_HEADER               1.999
-score RATWARE_NO_RDNS                1.070
-score RDNS_NUM_TLD_XM                1.481
-score READY_TO_SHIP                  1.250
+score RATWARE_NO_RDNS                1.146
+score RDNS_NUM_TLD_XM                1.499
+score READY_TO_SHIP                  1.249
 score REPTO_419_FRAUD                2.999
 score REPTO_419_FRAUD_GM             2.999
 score REPTO_419_FRAUD_GM_LOOSE       0.999
 score RISK_FREE                      3.099
-score SCC_NEWBIE_HASBEENS            1.418
+score SCC_NEWBIE_HASBEENS            1.183
 score SCRIPT_GIBBERISH               2.899
 score SENDGRID_REDIR                 1.499
-score SEO_SUSP_NTLD                  1.200
-score SERGIO_SUBJECT_VIAGRA01        3.734
+score SEO_SUSP_NTLD                  1.199
+score SERGIO_SUBJECT_VIAGRA01        3.801
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
-score SHORTENER_SHORT_IMG            2.450
-score SHORTENER_SHORT_SUBJ           2.999
+score SHORTENER_SHORT_IMG            1.405
+score SHORTENER_SHORT_SUBJ           3.000
 score SHORT_SHORTNER                 1.999
-score STATIC_XPRIO_OLE               0.396
-score TAGSTAT_IMG_NOT_RCVD_TGST      2.000
+score STATIC_XPRIO_OLE               0.389
+score TAGSTAT_IMG_NOT_RCVD_TGST      1.999
 score TARINGANET_IMG_NOT_RCVD_TN     1.999
-score THIS_AD                        1.200
-score THIS_IS_ADV_SUSP_NTLD          1.112
+score THIS_AD                        1.199
+score THIS_IS_ADV_SUSP_NTLD          0.174
 score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
 score TO_EQ_FM_DIRECT_MX             0.001
-score TO_IN_SUBJ                     0.100
-score TO_NO_BRKTS_FROM_MSSP          2.500
+score TO_IN_SUBJ                     0.099
+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_NORDNS_HTML        1.999
 score TO_NO_BRKTS_PCNT               2.499
 score TRANSFORM_LIFE                 2.499
-score TUMBLR_IMG_NOT_RCVD_TUMB       1.540
-score TVD_PH_BODY_META               3.199
-score TVD_RCVD_SPACE_BRACKET         2.496
+score TUMBLR_IMG_NOT_RCVD_TUMB       1.542
+score TVD_PH_BODY_META               3.200
+score TVD_RCVD_SPACE_BRACKET         2.494
 score UNDISC_FREEM                   3.299
 score UNDISC_MONEY                   3.599
 score URI_DEOBFU_INSTR               4.299
-score URI_DOTEDU                     0.302
+score URI_DOTEDU                     0.288
 score URI_FIREBASEAPP                2.999
 score URI_GOOGLE_PROXY               2.999
 score URI_GOOG_STO_SPAMMY            2.999
 score URI_LONG_REPEAT                2.499
 score URI_PHISH                      3.999
-score URI_PHP_REDIR                  3.028
+score URI_PHP_REDIR                  3.030
 score URI_TRY_3LD                    1.999
 score URI_WPADMIN                    2.699
 score URI_WP_HACKED_2                2.499
-score VFY_ACCT_NORDNS                0.494
-score WALMART_IMG_NOT_RCVD_WAL       2.499
+score VFY_ACCT_NORDNS                0.493
+score WALMART_IMG_NOT_RCVD_WAL       0.010
 score WANT_TO_ORDER                  2.749
 score XFER_LOTSA_MONEY               0.999
-score XM_DIGITS_ONLY                 2.463
+score XM_DIGITS_ONLY                 2.446
 score XM_RANDOM                      2.499
-score XM_RECPTID                     2.999
+score XM_RECPTID                     3.000
 score XPRIO_URL_SHORTNER             0.999
-score YOUR_DELIVERY_ADDRESS          1.249
+score YOUR_DELIVERY_ADDRESS          1.250
 score YOU_INHERIT                    0.001
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
@@ -319,9 +319,7 @@ score MSGID_DOLLARS_URI_IMG          1.0
 score MSGID_HDR_MALF                 1.000
 score MSM_PRIO_REPTO                 1.000
 score NEWEGG_IMG_NOT_RCVD_NEGG       1.000
-score NORDNS_LOW_CONTRAST            1.000
 score OBFU_BITCOIN                   1.000
-score PDS_FROM_2_EMAILS              1.000
 score PHISH_AZURE_CLOUDAPP           3.500
 score PHOTO_EDITING_DIRECT           1.000
 score PHOTO_EDITING_FREEM            1.000

Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1892406&r1=1892405&r2=1892406&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Aug 18 02:42:14 2021
@@ -1,251 +1,252 @@
 # Using score set 1 logs for revision 1892330 from:
 # ham-net-darxus.r1892330.log ham-net-ena-week0.r1892330.log ham-net-ena-week1.r1892330.log ham-net-ena-week2.r1892330.log ham-net-ena-week3.r1892330.log ham-net-ena-week4.r1892330.log ham-net-grenier.r1892330.log ham-net-hege.r1892330.log ham-net-jhardin.r1892330.log ham-net-llanga.r1892330.log ham-net-mmiroslaw-mails-ham.r1892330.log ham-net-mmiroslaw-mails-spam.r1892330.log ham-net-pds.r1892330.log ham-net-spamsponge.r1892330.log ham-net-thendrikx.r1892330.log spam-net-darxus.r1892330.log spam-net-ena-week0.r1892330.log spam-net-ena-week1.r1892330.log spam-net-ena-week2.r1892330.log spam-net-ena-week3.r1892330.log spam-net-ena-week4.r1892330.log spam-net-grenier.r1892330.log spam-net-hege.r1892330.log spam-net-jhardin.r1892330.log spam-net-llanga.r1892330.log spam-net-mmiroslaw-mails-ham.r1892330.log spam-net-mmiroslaw-mails-spam.r1892330.log spam-net-pds.r1892330.log spam-net-spamsponge.r1892330.log spam-net-thendrikx.r1892330.log
 
-score ACCT_PHISHING_MANY             0.001 # force non-zero
+score ACCT_PHISHING_MANY             0.001
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001 # force non-zero
 score AC_FROM_MANY_DOTS              2.996
 score AC_HTML_NONSENSE_TAGS          1.997
 score ADMITS_SPAM                    3.396
-score ADVANCE_FEE_2_NEW_FORM         1.318
+score ADVANCE_FEE_2_NEW_FORM         1.999
 score ADVANCE_FEE_2_NEW_FRM_MNY      2.497
 score ADVANCE_FEE_2_NEW_MONEY        0.001
 score ADVANCE_FEE_3_NEW              3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY      2.181
+score ADVANCE_FEE_3_NEW_FRM_MNY      2.415
 score ADVANCE_FEE_3_NEW_MONEY        2.796
-score ADVANCE_FEE_4_NEW              2.397
-score ADVANCE_FEE_4_NEW_FRM_MNY      1.736
-score ADVANCE_FEE_4_NEW_MONEY        0.001 # force non-zero
-score ADVANCE_FEE_5_NEW              2.499
+score ADVANCE_FEE_4_NEW              2.398
+score ADVANCE_FEE_4_NEW_FRM_MNY      1.446
+score ADVANCE_FEE_4_NEW_MONEY        0.001
+score ADVANCE_FEE_5_NEW              2.494
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        0.624
+score ADVANCE_FEE_5_NEW_MONEY        0.698
 score AD_PREFS                       0.498
-score AMAZON_IMG_NOT_RCVD_AMZN       1.764
-score APP_DEVELOPMENT_NORDNS         1.058
-score AXB_XMAILER_MIMEOLE_OL_024C2   0.001 # force non-zero
-score AXB_XMAILER_MIMEOLE_OL_1ECD5   2.255
-score BEBEE_IMG_NOT_RCVD_BB          0.828
-score BIGNUM_EMAILS_FREEM            2.847
-score BITCOIN_MALF_HTML              3.262
+score AMAZON_IMG_NOT_RCVD_AMZN       1.689
+score APP_DEVELOPMENT_NORDNS         1.999
+score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
+score AXB_XMAILER_MIMEOLE_OL_1ECD5   1.746
+score BEBEE_IMG_NOT_RCVD_BB          0.694
+score BIGNUM_EMAILS_FREEM            1.947
+score BITCOIN_MALF_HTML              3.499
 score BITCOIN_MALWARE                3.496
-score BITCOIN_ONAN                   1.705
+score BITCOIN_ONAN                   1.885
 score BITCOIN_SPAM_02                2.497
 score BITCOIN_SPAM_03                2.497
-score BITCOIN_SPAM_05                1.525
-score BITCOIN_SPAM_07                2.715
-score BITCOIN_XPRIO                  1.763
-score BITCOIN_YOUR_INFO              2.111
-score BODY_URI_ONLY                  0.990
-score BOGUS_MIME_VERSION             3.267
-score BOGUS_MSM_HDRS                 2.547
-score CONTENT_AFTER_HTML             1.668
+score BITCOIN_SPAM_05                1.340
+score BITCOIN_SPAM_07                3.339
+score BITCOIN_XPRIO                  2.159
+score BITCOIN_YOUR_INFO              2.115
+score BODY_URI_ONLY                  0.987
+score BOGUS_MIME_VERSION             3.184
+score BOGUS_MSM_HDRS                 1.716
+score CONTENT_AFTER_HTML             1.666
 score CTE_8BIT_MISMATCH              0.001
 score DEAR_BENEFICIARY               2.896
 score DETAILS_OF_PRODUCT             1.248
 score DKIMWL_BL                      2.996
-score DKIMWL_WL_HIGH                 -0.700
+score DKIMWL_WL_HIGH                 -0.699
 score DKIMWL_WL_MED                  -0.001 # force non-zero
-score DKIMWL_WL_MEDHI                -0.164
-score DX_TEXT_03                     0.598
-score EBAY_IMG_NOT_RCVD_EBAY         0.498
-score FACEBOOK_IMG_NOT_RCVD_FB       1.998
-score FAKE_REPLY_A1                  0.663
-score FAKE_REPLY_B                   0.939
+score DKIMWL_WL_MEDHI                -0.380
+score DX_TEXT_03                     0.599
+score EBAY_IMG_NOT_RCVD_EBAY         1.294
+score FACEBOOK_IMG_NOT_RCVD_FB       1.997
+score FAKE_REPLY_A1                  1.747
+score FAKE_REPLY_B                   1.075
 score FILL_THIS_FORM                 0.001
 score FONT_INVIS_DIRECT              0.001
-score FONT_INVIS_HTML_NOHTML         2.173
+score FONT_INVIS_HTML_NOHTML         2.037
 score FONT_INVIS_LONG_LINE           2.996
-score FONT_INVIS_MSGID               1.849
-score FONT_INVIS_NORDNS              1.837
+score FONT_INVIS_MSGID               1.846
+score FONT_INVIS_NORDNS              2.241
 score FORGED_SPF_HELO                1.398
-score FORM_FRAUD                     0.001
-score FORM_FRAUD_3                   1.062
+score FORM_FRAUD                     0.314
+score FORM_FRAUD_3                   0.750
 score FORM_FRAUD_5                   0.001
 score FOUND_YOU                      3.246
-score FREEMAIL_FORGED_FROMDOMAIN     0.249
-score FROMSPACE                      2.432
-score FROM_2_EMAILS_SHORT            2.999
-score FROM_ADDR_WS                   2.545
+score FREEMAIL_FORGED_FROMDOMAIN     0.248
+score FROMSPACE                      2.848
+score FROM_2_EMAILS_SHORT            2.948
+score FROM_ADDR_WS                   2.999
 score FROM_FMBLA_NEWDOM              1.498
 score FROM_FMBLA_NEWDOM14            0.998
 score FROM_FMBLA_NEWDOM28            0.798
 score FROM_GOV_DKIM_AU               -0.001
 score FROM_GOV_SPOOF                 0.998
 score FROM_MISSPACED                 0.001
-score FROM_MISSP_EH_MATCH            0.001
+score FROM_MISSP_EH_MATCH            0.001 # force non-zero
 score FROM_MISSP_FREEMAIL            2.796
-score FROM_MISSP_MSFT                0.001
+score FROM_MISSP_MSFT                0.001 # force non-zero
 score FROM_MISSP_SPF_FAIL            0.001
 score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              0.632
+score FROM_MULTI_NORDNS              0.900
 score FROM_PAYPAL_SPOOF              1.597
-score FROM_SUSPICIOUS_NTLD           0.498
-score FROM_SUSPICIOUS_NTLD_FP        1.587
+score FROM_SUSPICIOUS_NTLD           0.499
+score FROM_SUSPICIOUS_NTLD_FP        1.592
 score FSL_BULK_SIG                   2.696
 score FSL_CTYPE_WIN1251              0.001
 score FSL_NEW_HELO_USER              0.001
-score FUZZY_AMAZON                   2.097
-score FUZZY_BITCOIN                  2.498
+score FUZZY_AMAZON                   2.098
+score FUZZY_BITCOIN                  2.497
 score FUZZY_CLICK_HERE               0.001
 score FUZZY_WALLET                   0.001
-score GB_FAKE_RF_SHORT               0.025
+score GB_FAKE_RF_SHORT               0.001
 score GB_FREEMAIL_DISPTO             0.498
-score GB_FREEMAIL_DISPTO_NOTFREEM    0.499
-score GOOGLE_DOC_SUSP                1.408
+score GB_FREEMAIL_DISPTO_NOTFREEM    0.008
+score GOOGLE_DOC_SUSP                2.384
 score GOOG_REDIR_NORDNS              2.996
-score GOOG_STO_EMAIL_PHISH           2.489
-score GOOG_STO_HTML_PHISH            1.418
-score GOOG_STO_HTML_PHISH_MANY       3.505
+score GOOG_STO_EMAIL_PHISH           2.991
+score GOOG_STO_HTML_PHISH            1.518
+score GOOG_STO_HTML_PHISH_MANY       1.343
 score GOOG_STO_IMG_HTML              2.996
 score GOOG_STO_NOIMG_HTML            2.996
 score HAS_X_OUTGOING_SPAM_STAT       1.997
-score HDRS_LCASE_IMGONLY             0.009
+score HDRS_LCASE_IMGONLY             0.091
 score HDRS_MISSP                     0.001
-score HDR_ORDER_FTSDMCXX_DIRECT      1.042
-score HDR_ORDER_FTSDMCXX_NORDNS      1.007
+score HDR_ORDER_FTSDMCXX_DIRECT      1.999
+score HDR_ORDER_FTSDMCXX_NORDNS      1.017
 score HEADER_FROM_DIFFERENT_DOMAINS  0.249
 score HELO_NO_DOMAIN                 0.001
-score HK_LOTTO                       0.001
+score HK_LOTTO                       0.001 # force non-zero
 score HK_NAME_FM_MR_MRS              0.001
 score HK_NAME_MR_MRS                 0.001
 score HK_RANDOM_ENVFROM              0.998
-score HK_RANDOM_FROM                 0.252
-score HK_RANDOM_REPLYTO              0.129
-score HK_SCAM                        0.035
-score HOSTED_IMG_DIRECT_MX           2.840
-score HOSTED_IMG_FREEM               3.497
-score HOSTED_IMG_MULTI               2.933
+score HK_RANDOM_FROM                 0.233
+score HK_RANDOM_REPLYTO              0.130
+score HK_SCAM                        0.051
+score HOSTED_IMG_DIRECT_MX           2.533
+score HOSTED_IMG_FREEM               3.496
+score HOSTED_IMG_MULTI               2.965
 score HOSTED_IMG_MULTI_PUB_01        2.996
-score HTML_ENTITY_ASCII              2.995
+score HTML_ENTITY_ASCII              2.757
 score HTML_FONT_TINY_NORDNS          1.498
-score HTML_OFF_PAGE                  1.351
+score HTML_OFF_PAGE                  1.492
 score HTML_SINGLET_MANY              0.001
-score HTML_TAG_BALANCE_CENTER        2.934
-score HTML_TEXT_INVISIBLE_FONT       0.248
-score HTML_TEXT_INVISIBLE_STYLE      0.023
-score JH_SPAMMY_HEADERS              3.496
+score HTML_TAG_BALANCE_CENTER        2.931
+score HTML_TEXT_INVISIBLE_FONT       0.317
+score HTML_TEXT_INVISIBLE_STYLE      0.034
+score JH_SPAMMY_HEADERS              3.497
 score KHOP_HELO_FCRDNS               0.399
-score LINKEDIN_IMG_NOT_RCVD_LNKN     2.042
+score LINKEDIN_IMG_NOT_RCVD_LNKN     2.499
 score LONG_HEX_URI                   0.942
-score LONG_IMG_URI                   0.783
-score LONG_INVISIBLE_TEXT            1.231
+score LONG_IMG_URI                   0.788
+score LONG_INVISIBLE_TEXT            1.247
 score LOTS_OF_MONEY                  0.010
 score LOTTO_DEPT                     1.997
-score MALWARE_NORDNS                 3.169
-score MANY_SPAN_IN_TEXT              2.337
-score MILLION_HUNDRED                0.613
+score MALWARE_NORDNS                 1.804
+score MANY_SPAN_IN_TEXT              2.418
+score MAY_BE_FORGED                  2.696
+score MILLION_HUNDRED                0.607
 score MILLION_USD                    0.001
-score MIMEOLE_DIRECT_TO_MX           1.999
-score MIXED_AREA_CASE                1.929
-score MIXED_CENTER_CASE              0.094
-score MIXED_ES                       2.587
-score MIXED_FONT_CASE                1.292
-score MIXED_HREF_CASE                1.923
-score MIXED_IMG_CASE                 2.999
-score MONEY_ATM_CARD                 0.001 # force non-zero
-score MONEY_FORM                     0.854
-score MONEY_FORM_SHORT               1.434
-score MONEY_FRAUD_3                  0.537
+score MIMEOLE_DIRECT_TO_MX           0.865
+score MIXED_AREA_CASE                0.150
+score MIXED_CENTER_CASE              0.551
+score MIXED_ES                       2.594
+score MIXED_FONT_CASE                0.902
+score MIXED_HREF_CASE                0.787
+score MIXED_IMG_CASE                 0.753
+score MONEY_ATM_CARD                 0.001
+score MONEY_FORM                     1.133
+score MONEY_FORM_SHORT               1.710
+score MONEY_FRAUD_3                  0.326
 score MONEY_FRAUD_5                  2.996
-score MONEY_FRAUD_8                  0.169
-score MONEY_FREEMAIL_REPTO           2.997
+score MONEY_FRAUD_8                  0.001 # force non-zero
+score MONEY_FREEMAIL_REPTO           2.996
 score MONEY_FROM_41                  1.997
 score MONEY_FROM_MISSP               0.001
-score MONEY_NOHTML                   0.065
-score MSMAIL_PRI_ABNORMAL            0.267
-score NAME_EMAIL_DIFF                2.449
+score MONEY_NOHTML                   0.001
+score MSMAIL_PRI_ABNORMAL            1.292
+score NAME_EMAIL_DIFF                2.447
 score NA_DOLLARS                     0.001
 score NEW_PRODUCTS                   1.249
-score NICE_REPLY_A                   -1.961
-score NORDNS_LOW_CONTRAST            0.001
+score NICE_REPLY_A                   -0.891
 score NOT_SPAM                       3.096
-score NO_FM_NAME_IP_HOSTN            0.489
+score NO_FM_NAME_IP_HOSTN            0.481
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             1.198
-score OBFU_TEXT_ATTACH               0.572
-score ODD_FREEM_REPTO                1.401
+score NSL_RCVD_HELO_USER             0.851
+score OBFU_TEXT_ATTACH               0.235
+score ODD_FREEM_REPTO                0.996
 score PDS_BTC_ID                     0.498
-score PDS_BTC_MSGID                  0.788
+score PDS_BTC_MSGID                  0.037
 score PDS_FRNOM_TODOM_DBL_URL        1.498
 score PDS_FRNOM_TODOM_NAKED_TO       1.498
-score PDS_FROM_2_EMAILS              0.356
-score PDS_FROM_NAME_TO_DOMAIN        1.997
-score PDS_HP_HELO_NORDNS             0.825
-score PDS_OTHER_BAD_TLD              1.998
+score PDS_FROM_NAME_TO_DOMAIN        1.998
+score PDS_HP_HELO_NORDNS             0.817
+score PDS_OTHER_BAD_TLD              1.997
 score PDS_PHP_EVAL                   1.498
-score PDS_SHORT_BOGUS_MSM_HDRS       0.770
+score PDS_SHORT_BOGUS_MSM_HDRS       0.687
 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.028
 score PDS_TO_EQ_FROM_NAME            2.696
 score PHP_ORIG_SCRIPT                0.001
 score PHP_ORIG_SCRIPT_EVAL           2.996
 score PHP_SCRIPT                     0.001
-score PP_MIME_FAKE_ASCII_TEXT        0.001 # force non-zero
+score PP_MIME_FAKE_ASCII_TEXT        0.001
 score RAND_HEADER_LIST_SPOOF         2.996
 score RAND_MKTG_HEADER               1.997
-score RATWARE_NO_RDNS                1.654
-score RCVD_IN_MSPIKE_H2              -0.001 # force non-zero
-score RDNS_NUM_TLD_XM                1.303
-score READY_TO_SHIP                  1.249
-score REPTO_419_FRAUD                2.999
-score REPTO_419_FRAUD_GM             2.526
-score REPTO_419_FRAUD_GM_LOOSE       0.998
+score RATWARE_NO_RDNS                2.406
+score RCVD_IN_MSPIKE_H2              -0.001
+score RDNS_NUM_TLD_XM                0.011
+score READY_TO_SHIP                  1.248
+score REPTO_419_FRAUD                2.573
+score REPTO_419_FRAUD_GM             2.746
+score REPTO_419_FRAUD_GM_LOOSE       0.999
 score RISK_FREE                      2.796
-score SCC_NEWBIE_HASBEENS            0.105
+score SCC_NEWBIE_HASBEENS            0.817
 score SCRIPT_GIBBERISH               2.696
-score SENDGRID_REDIR                 1.147
-score SERGIO_SUBJECT_VIAGRA01        4.296
+score SENDGRID_REDIR                 1.219
+score SERGIO_SUBJECT_VIAGRA01        4.295
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.497
-score SHORTENER_SHORT_IMG            1.048
+score SHORTENER_SHORT_IMG            1.371
 score SHORTENER_SHORT_SUBJ           2.996
 score SHORT_SHORTNER                 1.997
 score SINGLETS_LOW_CONTRAST          0.001
-score SPOOFED_FREEMAIL               1.322
+score SPOOFED_FREEMAIL               1.324
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
 score SPOOFED_FREEM_REPTO            2.497
-score SPOOFED_FREEM_REPTO_CHN        1.845
-score SPOOF_GMAIL_MID                1.498
-score STATIC_XPRIO_OLE               0.186
+score SPOOFED_FREEM_REPTO_CHN        2.867
+score SPOOF_GMAIL_MID                1.499
+score STATIC_XPRIO_OLE               0.446
 score STOCK_LOW_CONTRAST             2.497
 score TAGSTAT_IMG_NOT_RCVD_TGST      1.998
-score TARINGANET_IMG_NOT_RCVD_TN     1.999
+score TARINGANET_IMG_NOT_RCVD_TN     0.803
 score THIS_AD                        0.998
 score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.498
 score TO_EQ_FM_DIRECT_MX             2.497
-score TO_EQ_FM_DOM_SPF_FAIL          0.467
+score TO_EQ_FM_DOM_SPF_FAIL          0.613
 score TO_EQ_FM_SPF_FAIL              0.001
 score TO_IN_SUBJ                     0.001
-score TO_NO_BRKTS_FROM_MSSP          1.749
-score TO_NO_BRKTS_HTML_IMG           1.679
+score TO_NO_BRKTS_FROM_MSSP          1.752
+score TO_NO_BRKTS_HTML_IMG           1.665
 score TO_NO_BRKTS_HTML_ONLY          1.997
-score TO_NO_BRKTS_NORDNS_HTML        1.201
-score TO_NO_BRKTS_PCNT               0.804
+score TO_NO_BRKTS_MSFT               0.001
+score TO_NO_BRKTS_NORDNS_HTML        1.200
+score TO_NO_BRKTS_PCNT               0.786
 score TRANSFORM_LIFE                 2.497
-score TUMBLR_IMG_NOT_RCVD_TUMB       1.998
+score TUMBLR_IMG_NOT_RCVD_TUMB       1.997
 score TVD_PH_BODY_META               3.096
-score TVD_RCVD_SPACE_BRACKET         1.111
+score TVD_RCVD_SPACE_BRACKET         1.520
+score TVD_SPACE_RATIO_MINFP          0.001
 score UNDISC_FREEM                   2.796
 score UNDISC_MONEY                   3.296
-score URI_DEOBFU_INSTR               4.296
-score URI_DOTEDU                     0.844
+score URI_DEOBFU_INSTR               4.295
+score URI_DOTEDU                     0.406
 score URI_FIREBASEAPP                2.996
 score URI_GOOGLE_PROXY               2.696
 score URI_GOOG_STO_SPAMMY            2.996
 score URI_LONG_REPEAT                2.497
-score URI_ONLY_MSGID_MALF            0.452
-score URI_PHISH                      3.036
+score URI_ONLY_MSGID_MALF            0.827
+score URI_PHISH                      2.977
 score URI_PHP_REDIR                  3.496
 score URI_TRY_3LD                    1.997
 score URI_WPADMIN                    2.397
 score URI_WP_HACKED                  3.496
 score URI_WP_HACKED_2                2.497
-score VFY_ACCT_NORDNS                2.644
+score VFY_ACCT_NORDNS                1.941
 score WANT_TO_ORDER                  2.746
 score XFER_LOTSA_MONEY               0.998
-score XM_DIGITS_ONLY                 0.001 # force non-zero
+score XM_DIGITS_ONLY                 0.001
 score XM_RANDOM                      2.497
-score XM_RECPTID                     2.996
-score YOUR_DELIVERY_ADDRESS          0.589
-score YOU_INHERIT                    2.016
+score XM_RECPTID                     2.997
+score YOUR_DELIVERY_ADDRESS          0.647
+score YOU_INHERIT                    0.540
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -330,6 +331,7 @@ score LOTTO_AGENT                    1.0
 score LUCRATIVE                      1.000
 score MALF_HTML_B64                  1.000
 score MALWARE_PASSWORD               1.000
+score MANY_HDRS_LCASE                0.100
 score MIME_NO_TEXT                   1.000
 score MONERO_DEADLINE                1.000
 score MONERO_EXTORT_01               1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1892406&r1=1892405&r2=1892406&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Aug 18 02:42:14 2021
@@ -1,10 +1,10 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 240563  38.900%  (99.715% of non-spam corpus)
-# Correctly spam:     280980  45.435%  (74.498% of spam corpus)
-# False positives:       688  0.111%  (0.285% of nonspam,  31994 weighted)
-# False negatives:     96187  15.554%  (25.502% of spam, 155398 weighted)
+# Correctly non-spam: 240526  38.894%  (99.699% of non-spam corpus)
+# Correctly spam:     280775  45.402%  (74.443% of spam corpus)
+# False positives:       725  0.117%  (0.301% of nonspam,  33429 weighted)
+# False negatives:     96392  15.587%  (25.557% of spam, 156418 weighted)
 # Average score for spam:  12.6    nonspam: 0.6
 # Average for false-pos:   5.9  false-neg: 1.6
 # TOTAL:              618418  100.00%
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  30077  99.67%
-# Correctly spam:      35038  74.52%
-# False positives:       101  0.33%
-# False negatives:     11982  25.48%
-# TCR(l=50): 2.760686  SpamRecall: 74.517%  SpamPrec: 99.713%
+# Correctly non-spam:  30078  99.67%
+# Correctly spam:      35027  74.49%
+# False positives:       100  0.33%
+# False negatives:     11993  25.51%
+# TCR(l=50): 2.767022  SpamRecall: 74.494%  SpamPrec: 99.715%
 
 ##### WITHOUT NEW RULES AND SCORES #####
 Reading scores from "../rules-base"...

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1892406&r1=1892405&r2=1892406&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Aug 18 02:42:14 2021
@@ -1,11 +1,11 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 222664  46.865%  (99.605% of non-spam corpus)
-# Correctly spam:     218550  45.999%  (86.874% of spam corpus)
-# False positives:       883  0.186%  (0.395% of nonspam,  63329 weighted)
-# False negatives:     33021  6.950%  (13.126% of spam,  52276 weighted)
-# Average score for spam:  19.4    nonspam: -1.0
+# Correctly non-spam: 222665  46.865%  (99.605% of non-spam corpus)
+# Correctly spam:     218374  45.962%  (86.804% of spam corpus)
+# False positives:       882  0.186%  (0.395% of nonspam,  63267 weighted)
+# False negatives:     33197  6.987%  (13.196% of spam,  53164 weighted)
+# Average score for spam:  19.8    nonspam: -1.0
 # Average for false-pos:   6.4  false-neg: 1.6
 # TOTAL:              475118  100.00%
 
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  27873  99.60%
-# Correctly spam:      27235  86.71%
+# Correctly spam:      27241  86.73%
 # False positives:       112  0.40%
-# False negatives:      4174  13.29%
-# TCR(l=50): 3.213526  SpamRecall: 86.711%  SpamPrec: 99.590%
+# False negatives:      4168  13.27%
+# TCR(l=50): 3.215500  SpamRecall: 86.730%  SpamPrec: 99.591%
 
 ##### WITHOUT NEW RULES AND SCORES #####
 Reading scores from "../rules-base"...