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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/11/01 02:42:09 UTC

svn commit: r1904963 [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=1904963&r1=1904962&r2=1904963&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Tue Nov  1 02:42:09 2022
@@ -1,178 +1,179 @@
-# Using score set 0 logs for revision 1904929 from:
-# ham-ena-week0.r1904929.log ham-ena-week1.r1904929.log ham-ena-week2.r1904929.log ham-ena-week3.r1904929.log ham-ena-week4.r1904929.log ham-giovanni-ham.r1904929.log ham-giovanni-spammy.r1904929.log ham-giovanni-spam.r1904929.log ham-grenier.r1904929.log ham-hege.r1904929.log ham-jhardin.r1904929.log ham-mmiroslaw-mails-ham.r1904929.log ham-mmiroslaw-mails-spam.r1904929.log ham-thendrikx.r1904929.log ham-tsz-spam-corpus.r1904929.log spam-ena-week0.r1904929.log spam-ena-week1.r1904929.log spam-ena-week2.r1904929.log spam-ena-week3.r1904929.log spam-ena-week4.r1904929.log spam-giovanni-ham.r1904929.log spam-giovanni-spammy.r1904929.log spam-giovanni-spam.r1904929.log spam-grenier.r1904929.log spam-hege.r1904929.log spam-jhardin.r1904929.log spam-mmiroslaw-mails-ham.r1904929.log spam-mmiroslaw-mails-spam.r1904929.log spam-thendrikx.r1904929.log spam-tsz-spam-corpus.r1904929.log
+# Using score set 0 logs for revision 1904946 from:
+# ham-ena-week0.r1904946.log ham-ena-week1.r1904946.log ham-ena-week2.r1904946.log ham-ena-week3.r1904946.log ham-ena-week4.r1904946.log ham-giovanni-ham.r1904946.log ham-giovanni-spammy.r1904946.log ham-giovanni-spam.r1904946.log ham-grenier.r1904946.log ham-hege.r1904946.log ham-jhardin.r1904946.log ham-llanga.r1904946.log ham-mmiroslaw-mails-ham.r1904946.log ham-mmiroslaw-mails-spam.r1904946.log ham-thendrikx.r1904946.log spam-ena-week0.r1904946.log spam-ena-week1.r1904946.log spam-ena-week2.r1904946.log spam-ena-week3.r1904946.log spam-ena-week4.r1904946.log spam-giovanni-ham.r1904946.log spam-giovanni-spammy.r1904946.log spam-giovanni-spam.r1904946.log spam-grenier.r1904946.log spam-hege.r1904946.log spam-jhardin.r1904946.log spam-llanga.r1904946.log spam-mmiroslaw-mails-ham.r1904946.log spam-mmiroslaw-mails-spam.r1904946.log spam-thendrikx.r1904946.log
 
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              2.268
-score AC_HTML_NONSENSE_TAGS          1.999
-score ADMITS_SPAM                    2.399
-score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              3.499
-score ADVANCE_FEE_3_NEW_MONEY        1.823
-score ADVANCE_FEE_4_NEW_MONEY        2.699
+score AC_FROM_MANY_DOTS              2.498
+score AC_HTML_NONSENSE_TAGS          1.997
+score ADMITS_SPAM                    2.197
+score ADVANCE_FEE_2_NEW_MONEY        1.997
+score ADVANCE_FEE_3_NEW              3.496
+score ADVANCE_FEE_3_NEW_MONEY        2.508
+score ADVANCE_FEE_4_NEW_MONEY        2.497
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        0.076
-score AD_PREFS                       0.479
-score AMAZON_IMG_NOT_RCVD_AMZN       2.485
-score AXB_XMAILER_MIMEOLE_OL_024C2   0.169
-score BIGNUM_EMAILS_FREEM            1.805
-score BIGNUM_EMAILS_MANY             2.131
-score BITCOIN_EXTORT_01              2.649
-score BITCOIN_MALF_HTML              3.499
-score BITCOIN_ONAN                   0.986
-score BITCOIN_SPAM_02                2.499
-score BITCOIN_SPAM_03                2.499
-score BITCOIN_SPAM_09                1.499
-score BITCOIN_XPRIO                  2.499
-score BITCOIN_YOUR_INFO              2.151
-score BOGUS_MIME_VERSION             3.499
-score BOGUS_MSM_HDRS                 2.531
-score CK_HELO_GENERIC                0.250
-score CONTENT_AFTER_HTML             2.499
-score CTE_8BIT_MISMATCH              0.999
-score DATE_IN_FUTURE_Q_PLUS          2.699
-score DEAR_BENEFICIARY               3.099
-score DX_TEXT_03                     1.299
-score ENCRYPTED_MESSAGE              -1.000
-score FILL_THIS_FORM                 2.496
-score FONT_INVIS_DIRECT              0.001
-score FONT_INVIS_LONG_LINE           2.999
-score FONT_INVIS_MSGID               2.499
-score FONT_INVIS_NORDNS              0.001
-score FONT_INVIS_POSTEXTRAS          1.036
-score FORM_FRAUD_5                   1.836
-score FREEMAIL_FORGED_FROMDOMAIN     0.250
-score FROM_2_EMAILS_SHORT            2.000
-score FROM_MISSPACED                 1.999
-score FROM_MISSP_DYNIP               2.436
-score FROM_MISSP_EH_MATCH            1.999
-score FROM_MISSP_FREEMAIL            2.999
-score FROM_MISSP_MSFT                3.300
+score ADVANCE_FEE_5_NEW_MONEY        0.001 # force non-zero
+score AD_PREFS                       0.498
+score AMAZON_IMG_NOT_RCVD_AMZN       2.467
+score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
+score BIGNUM_EMAILS_FREEM            2.261
+score BIGNUM_EMAILS_MANY             2.282
+score BITCOIN_EXTORT_01              3.212
+score BITCOIN_MALF_HTML              3.496
+score BITCOIN_ONAN                   0.947
+score BITCOIN_SPAM_02                2.498
+score BITCOIN_SPAM_03                2.497
+score BITCOIN_SPAM_09                1.498
+score BITCOIN_XPRIO                  2.497
+score BITCOIN_YOUR_INFO              2.997
+score BOGUS_MIME_VERSION             3.496
+score BOGUS_MSM_HDRS                 2.435
+score CK_HELO_GENERIC                0.248
+score CONTENT_AFTER_HTML             2.497
+score CTE_8BIT_MISMATCH              0.998
+score DATE_IN_FUTURE_Q_PLUS          2.596
+score DEAR_BENEFICIARY               3.096
+score DX_TEXT_03                     0.998
+score FBI_MONEY                      1.708
+score FBI_SPOOF                      0.061
+score FILL_THIS_FORM                 2.501
+score FONT_INVIS_DIRECT              0.031
+score FONT_INVIS_LONG_LINE           2.996
+score FONT_INVIS_MSGID               2.497
+score FONT_INVIS_NORDNS              0.251
+score FONT_INVIS_POSTEXTRAS          0.718
+score FORM_FRAUD_5                   2.074
+score FREEMAIL_FORGED_FROMDOMAIN     0.249
+score FROM_2_EMAILS_SHORT            1.685
+score FROM_MISSPACED                 1.997
+score FROM_MISSP_DYNIP               2.399
+score FROM_MISSP_EH_MATCH            1.997
+score FROM_MISSP_FREEMAIL            1.653
+score FROM_MISSP_MSFT                3.196
 score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              1.352
-score FROM_NTLD_REPLY_FREEMAIL       1.999
-score FROM_SUSPICIOUS_NTLD           0.499
-score FROM_SUSPICIOUS_NTLD_FP        1.999
-score FSL_CTYPE_WIN1251              0.133
-score FSL_NEW_HELO_USER              0.005
-score FUZZY_AMAZON                   2.400
-score FUZZY_IMPORTANT                2.499
-score FUZZY_SECURITY                 2.699
-score FUZZY_WALLET                   1.787
-score GB_FAKE_RF_SHORT               1.999
-score GB_FREEMAIL_DISPTO             0.500
-score GB_GOOGLE_OBFUR                0.749
-score GB_URI_FLEEK_STO_HTM           0.999
-score GOOG_REDIR_HTML_ONLY           1.999
-score GOOG_REDIR_NORDNS              2.597
-score GOOG_STO_IMG_NOHTML            2.499
-score GOOG_STO_NOIMG_HTML            2.999
-score HAS_X_OUTGOING_SPAM_STAT       1.003
-score HDRS_MISSP                     2.499
-score HDR_ORDER_FTSDMCXX_DIRECT      0.140
-score HDR_ORDER_FTSDMCXX_NORDNS      0.358
-score HEADER_FROM_DIFFERENT_DOMAINS  0.249
+score FROM_MULTI_NORDNS              2.175
+score FROM_NTLD_REPLY_FREEMAIL       1.324
+score FROM_SUSPICIOUS_NTLD           0.498
+score FROM_SUSPICIOUS_NTLD_FP        1.997
+score FSL_CTYPE_WIN1251              0.912
+score FSL_NEW_HELO_USER              0.001
+score FUZZY_AMAZON                   2.397
+score FUZZY_IMPORTANT                2.297
+score FUZZY_SECURITY                 2.596
+score FUZZY_WALLET                   1.697
+score GB_FAKE_RF_SHORT               1.997
+score GB_FREEMAIL_DISPTO             0.498
+score GB_GOOGLE_OBFUR                0.748
+score GB_URI_FLEEK_STO_HTM           0.998
+score GOOG_REDIR_NORDNS              2.589
+score GOOG_STO_IMG_NOHTML            2.497
+score GOOG_STO_NOIMG_HTML            2.996
+score HAS_X_OUTGOING_SPAM_STAT       1.506
+score HDRS_MISSP                     2.497
+score HDR_ORDER_FTSDMCXX_DIRECT      0.137
+score HDR_ORDER_FTSDMCXX_NORDNS      2.351
+score HEADER_FROM_DIFFERENT_DOMAINS  0.248
 score HELO_NO_DOMAIN                 0.001
-score HK_LOTTO                       0.999
-score HK_NAME_MR_MRS                 0.999
-score HK_RANDOM_ENVFROM              0.999
-score HK_RANDOM_FROM                 0.999
-score HK_RANDOM_REPLYTO              0.999
-score HK_SCAM                        1.999
-score HOSTED_IMG_DIRECT_MX           3.499
-score HOSTED_IMG_FREEM               2.509
-score HTML_ENTITY_ASCII              2.940
-score HTML_FONT_TINY_NORDNS          1.999
-score HTML_OFF_PAGE                  2.999
-score HTML_TAG_BALANCE_CENTER        3.599
-score HTML_TEXT_INVISIBLE_STYLE      1.877
+score HEXHASH_WORD                   0.171
+score HK_LOTTO                       0.998
+score HK_NAME_MR_MRS                 0.998
+score HK_RANDOM_ENVFROM              0.998
+score HK_RANDOM_FROM                 0.998
+score HK_RANDOM_REPLYTO              0.998
+score HK_SCAM                        1.997
+score HOSTED_IMG_DIRECT_MX           3.496
+score HOSTED_IMG_FREEM               2.505
+score HTML_ENTITY_ASCII              2.996
+score HTML_OFF_PAGE                  2.997
+score HTML_TAG_BALANCE_CENTER        3.595
+score HTML_TEXT_INVISIBLE_STYLE      0.247
 score IMG_DIRECT_TO_MX               0.001
-score JH_SPAMMY_HEADERS              3.499
-score LIST_PARTIAL_SHORT_MSG         2.499
-score LONG_HEX_URI                   3.000
-score LONG_IMG_URI                   1.271
-score LONG_INVISIBLE_TEXT            2.999
+score JH_SPAMMY_HEADERS              3.496
+score LIST_PARTIAL_SHORT_MSG         2.497
+score LONG_HEX_URI                   2.996
+score LONG_IMG_URI                   2.397
+score LONG_INVISIBLE_TEXT            2.996
 score LOTS_OF_MONEY                  0.010
-score LOTTO_AGENT                    1.499
-score MALWARE_NORDNS                 1.264
-score MALW_ATTACH                    2.399
+score LOTTO_AGENT                    1.498
+score MALWARE_NORDNS                 3.406
+score MALW_ATTACH                    2.197
 score MILLION_HUNDRED                0.001
-score MIMEOLE_DIRECT_TO_MX           1.864
-score MIXED_ES                       2.399
-score MIXED_HREF_CASE                1.380
-score MONEY_ATM_CARD                 0.820
-score MONEY_FORM_SHORT               2.499
-score MONEY_FRAUD_3                  0.001
-score MONEY_FRAUD_5                  0.124
-score MONEY_FRAUD_8                  0.001
-score MONEY_FREEMAIL_REPTO           2.999
-score MONEY_FROM_41                  0.932
-score MONEY_FROM_MISSP               1.678
-score MSMAIL_PRI_ABNORMAL            0.109
+score MIMEOLE_DIRECT_TO_MX           1.867
+score MIXED_ES                       2.298
+score MIXED_HREF_CASE                1.444
+score MONEY_ATM_CARD                 0.001
+score MONEY_FORM_SHORT               2.497
+score MONEY_FRAUD_3                  0.001 # force non-zero
+score MONEY_FRAUD_5                  0.001
+score MONEY_FRAUD_8                  1.131
+score MONEY_FREEMAIL_REPTO           2.996
+score MONEY_FROM_41                  1.999
+score MONEY_FROM_MISSP               1.997
+score MSMAIL_PRI_ABNORMAL            0.090
 score NA_DOLLARS                     0.001
-score NICE_REPLY_A                   -0.001 # force non-zero
-score NORDNS_LOW_CONTRAST            0.001
+score NICE_REPLY_A                   -3.242
+score NORDNS_LOW_CONTRAST            1.635
 score NO_FM_NAME_IP_HOSTN            0.001
-score NSL_RCVD_FROM_USER             0.341
-score NSL_RCVD_HELO_USER             1.175
-score NUMBERONLY_BITCOIN_EXP         0.205
-score OBFU_TEXT_ATTACH               1.223
-score ODD_FREEM_REPTO                2.999
+score NSL_RCVD_FROM_USER             0.001
+score NSL_RCVD_HELO_USER             0.118
+score NUMBERONLY_BITCOIN_EXP         1.680
+score OBFU_TEXT_ATTACH               0.888
+score ODD_FREEM_REPTO                2.996
 score PDS_BTC_ID                     0.499
 score PDS_BTC_MSGID                  0.001
-score PDS_DBL_URL_TNB_RUNON          1.999
-score PDS_NAKED_TO_NUMERO            1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL   0.749
-score PDS_OTHER_BAD_TLD              1.999
+score PDS_DBL_URL_TNB_RUNON          1.997
+score PDS_NAKED_TO_NUMERO            1.997
+score PDS_NO_FULL_NAME_SPOOFED_URL   0.748
+score PDS_OTHER_BAD_TLD              1.997
 score PDS_PHP_EVAL                   1.499
-score PDS_RDNS_DYNAMIC_FP            0.001 # force non-zero
-score PDS_SHORT_SPOOFED_URL          1.999
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PHP_ORIG_SCRIPT                2.499
-score PHP_ORIG_SCRIPT_EVAL           2.999
-score PHP_SCRIPT                     2.499
-score PP_MIME_FAKE_ASCII_TEXT        0.999
-score RAND_MKTG_HEADER               1.999
-score RATWARE_NO_RDNS                2.940
-score RDNS_NUM_TLD_XM                1.138
-score SCC_CANSPAM_2                  0.800
-score SCC_ISEMM_LID_1A               3.008
-score SCC_ISEMM_LID_1B               1.499
-score SCC_THREE_WORD_MONTY           2.700
-score SENDGRID_REDIR                 1.499
-score SERGIO_SUBJECT_VIAGRA01        0.400
-score SHARE_50_50                    1.840
-score SHOPIFY_IMG_NOT_RCVD_SFY       1.988
+score PDS_RDNS_DYNAMIC_FP            0.001
+score PDS_SHORT_SPOOFED_URL          1.997
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
+score PHP_ORIG_SCRIPT_EVAL           2.996
+score PHP_SCRIPT                     2.497
+score PP_MIME_FAKE_ASCII_TEXT        0.998
+score RAND_MKTG_HEADER               1.997
+score RATWARE_NO_RDNS                2.999
+score RDNS_NUM_TLD_XM                1.796
+score REPTO_419_FRAUD_GM             2.996
+score SCC_CANSPAM_2                  0.797
+score SCC_ISEMM_LID_1A               3.175
+score SCC_ISEMM_LID_1B               1.498
+score SCC_THREE_WORD_MONTY           2.497
+score SENDGRID_REDIR                 1.498
+score SERGIO_SUBJECT_VIAGRA01        0.397
+score SHARE_50_50                    0.001
+score SHOPIFY_IMG_NOT_RCVD_SFY       2.033
 score SHORTENER_SHORT_IMG            0.001
-score SHORT_SHORTNER                 1.999
-score STATIC_XPRIO_OLE               0.002
-score THIS_AD                        0.600
-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               2.185
-score TVD_RCVD_SPACE_BRACKET         3.099
-score UNDISC_FREEM                   3.099
-score UNDISC_MONEY                   3.399
-score UNICODE_OBFU_ASC               2.499
-score URI_DOTEDU                     1.999
-score URI_FIREBASEAPP                2.999
-score URI_GOOGLE_PROXY               2.299
-score URI_PHISH                      3.600
-score URI_PHP_REDIR                  3.500
-score URI_TRY_3LD                    1.945
-score URI_WPADMIN                    2.699
-score URI_WP_HACKED_2                2.499
-score VFY_ACCT_NORDNS                2.501
+score SHORT_SHORTNER                 1.997
+score STATIC_XPRIO_OLE               0.006
+score THIS_AD                        0.098
+score TO_NAME_SUBJ_NO_RDNS           2.680
+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_NORDNS_HTML        1.997
+score TO_NO_BRKTS_PCNT               1.555
+score TVD_RCVD_SPACE_BRACKET         3.096
+score UNDISC_FREEM                   2.896
+score UNDISC_MONEY                   3.296
+score UNICODE_OBFU_ASC               2.497
+score URI_DOTEDU                     1.997
+score URI_FIREBASEAPP                2.996
+score URI_GOOGLE_PROXY               2.197
+score URI_PHISH                      3.995
+score URI_PHP_REDIR                  3.496
+score URI_TRY_3LD                    1.947
+score URI_WPADMIN                    2.497
+score URI_WP_HACKED_2                2.497
+score VFY_ACCT_NORDNS                2.943
 score WORD_INVIS                     0.001
-score WORD_INVIS_MANY                2.999
+score WORD_INVIS_MANY                2.996
 score XFER_LOTSA_MONEY               0.999
-score XM_RANDOM                      2.499
-score XM_RECPTID                     2.999
-score XPRIO_SHORT_SUBJ               2.231
-score XPRIO_URL_SHORTNER             0.999
-score YOU_INHERIT                    0.486
+score XM_RANDOM                      2.497
+score XM_RECPTID                     2.438
+score XPRIO_SHORT_SUBJ               0.653
+score XPRIO_URL_SHORTNER             0.998
+score YOU_INHERIT                    0.001
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -219,11 +220,10 @@ score DETAILS_OF_PRODUCT             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_HTML_NOHTML         1.000
 score FORM_FRAUD                     1.000
@@ -231,6 +231,7 @@ score FOUND_YOU                      1.0
 score FREEM_FRNUM_UNICD_EMPTY        1.000
 score FRNAME_IN_MSG_XPRIO_NO_SUB     1.000
 score FROM_ADDR_WS                   1.000
+score FROM_MISSP_REPLYTO             1.000
 score FROM_NTLD_LINKBAIT             1.000
 score GAPPY_SALES_LEADS_FREEM        1.000
 score GB_BITCOIN_CP                  1.000
@@ -248,7 +249,6 @@ score GOOG_STO_HTML_PHISH            1.0
 score GOOG_STO_HTML_PHISH_MANY       1.000
 score GOOG_STO_IMG_HTML              1.000
 score HAS_X_NO_RELAY                 1.000
-score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
 score HK_RCVD_IP_MULTICAST           1.000
 score HOSTED_IMG_DQ_UNSUB            1.000
@@ -287,6 +287,7 @@ score PDS_TINYSUBJ_URISHRT           1.0
 score PHISH_AZURE_CLOUDAPP           3.500
 score PHISH_FBASEAPP                 1.000
 score PHP_NOVER_MUA                  1.000
+score PHP_ORIG_SCRIPT                1.000
 score PHP_SCRIPT_MUA                 1.000
 score PP_TOO_MUCH_UNICODE02          0.500
 score PP_TOO_MUCH_UNICODE05          1.000
@@ -302,7 +303,6 @@ score REPTO_419_FRAUD                1.0
 score REPTO_419_FRAUD_AOL            1.000
 score REPTO_419_FRAUD_AOL_LOOSE      1.000
 score REPTO_419_FRAUD_CNS            1.000
-score REPTO_419_FRAUD_GM             1.000
 score REPTO_419_FRAUD_GM_LOOSE       1.000
 score REPTO_419_FRAUD_HM             1.000
 score REPTO_419_FRAUD_OL             1.000
@@ -329,8 +329,7 @@ score THIS_IS_ADV_SUSP_NTLD          1.0
 score TONLINE_FAKE_DKIM              1.000
 score TO_EQ_FM_DIRECT_MX             1.000
 score TO_IN_SUBJ                     0.100
-score TO_NAME_SUBJ_NO_RDNS           1.000
-score TVD_SPACE_ENCODED              1.000
+score TVD_SPACE_RATIO_MINFP          1.000
 score TW_GIBBERISH_MANY              1.000
 score UC_GIBBERISH_OBFU              1.000
 score UNICODE_OBFU_ZW                1.000

Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1904963&r1=1904962&r2=1904963&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Nov  1 02:42:09 2022
@@ -3,201 +3,202 @@
 
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              1.720
-score AC_HTML_NONSENSE_TAGS          1.999
-score ADMITS_SPAM                    2.399
-score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              3.499
-score ADVANCE_FEE_3_NEW_MONEY        2.026
-score ADVANCE_FEE_4_NEW_MONEY        0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY      0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY        0.154
-score AD_PREFS                       0.500
-score AMAZON_IMG_NOT_RCVD_AMZN       1.849
+score AC_FROM_MANY_DOTS              1.681
+score AC_HTML_NONSENSE_TAGS          1.997
+score ADMITS_SPAM                    2.397
+score ADVANCE_FEE_2_NEW_MONEY        1.997
+score ADVANCE_FEE_3_NEW              3.496
+score ADVANCE_FEE_3_NEW_MONEY        2.508
+score ADVANCE_FEE_4_NEW_MONEY        0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
+score ADVANCE_FEE_5_NEW_MONEY        0.001
+score AD_PREFS                       0.498
+score AMAZON_IMG_NOT_RCVD_AMZN       1.847
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score BIGNUM_EMAILS_FREEM            1.410
-score BIGNUM_EMAILS_MANY             2.439
-score BITCOIN_EXTORT_01              2.615
-score BITCOIN_MALF_HTML              2.381
-score BITCOIN_MALWARE                2.682
-score BITCOIN_ONAN                   0.989
+score BIGNUM_EMAILS_FREEM            2.011
+score BIGNUM_EMAILS_MANY             2.496
+score BITCOIN_EXTORT_01              2.612
+score BITCOIN_MALF_HTML              3.143
+score BITCOIN_MALWARE                1.608
+score BITCOIN_ONAN                   1.666
 score BITCOIN_SPAM_02                0.349
-score BITCOIN_SPAM_03                2.500
-score BITCOIN_SPAM_05                0.720
-score BITCOIN_SPAM_09                1.499
-score BITCOIN_XPRIO                  0.001
-score BITCOIN_YOUR_INFO              2.999
-score BODY_URI_ONLY                  2.999
-score BOGUS_MIME_VERSION             3.499
-score BOGUS_MSM_HDRS                 2.609
-score CK_HELO_GENERIC                0.001
-score CONTENT_AFTER_HTML             2.499
+score BITCOIN_SPAM_03                2.497
+score BITCOIN_SPAM_05                1.081
+score BITCOIN_SPAM_09                1.498
+score BITCOIN_XPRIO                  0.001 # force non-zero
+score BITCOIN_YOUR_INFO              2.997
+score BODY_URI_ONLY                  2.996
+score BOGUS_MIME_VERSION             3.496
+score BOGUS_MSM_HDRS                 2.462
+score CK_HELO_GENERIC                0.001 # force non-zero
+score CONTENT_AFTER_HTML             2.497
 score CTE_8BIT_MISMATCH              0.001
-score DATE_IN_FUTURE_Q_PLUS          2.699
-score DEAR_BENEFICIARY               2.999
-score DKIMWL_BL                      1.421
-score DKIMWL_WL_HIGH                 -1.048
-score DKIMWL_WL_MED                  -0.001 # force non-zero
+score DATE_IN_FUTURE_Q_PLUS          2.696
+score DEAR_BENEFICIARY               2.996
+score DKIMWL_BL                      1.420
+score DKIMWL_WL_HIGH                 -1.051
+score DKIMWL_WL_MED                  -0.001
 score DKIMWL_WL_MEDHI                -0.001
-score DX_TEXT_03                     1.399
+score DX_TEXT_03                     1.398
 score ENCRYPTED_MESSAGE              -0.999
-score FILL_THIS_FORM                 1.003
-score FONT_INVIS_DIRECT              0.001 # force non-zero
-score FONT_INVIS_LONG_LINE           2.999
-score FONT_INVIS_MSGID               2.213
-score FONT_INVIS_NORDNS              1.277
-score FONT_INVIS_POSTEXTRAS          0.953
-score FORGED_SPF_HELO                0.356
-score FORM_FRAUD                     0.174
-score FORM_FRAUD_5                   1.238
+score FILL_THIS_FORM                 1.028
+score FONT_INVIS_DIRECT              0.001
+score FONT_INVIS_LONG_LINE           2.996
+score FONT_INVIS_MSGID               2.231
+score FONT_INVIS_NORDNS              1.274
+score FONT_INVIS_POSTEXTRAS          1.356
+score FORGED_SPF_HELO                0.351
+score FORM_FRAUD                     0.176
+score FORM_FRAUD_5                   2.194
 score FREEMAIL_FORGED_FROMDOMAIN     0.001
-score FROM_2_EMAILS_SHORT            2.315
+score FROM_2_EMAILS_SHORT            2.760
 score FROM_FMBLA_NEWDOM              0.001
-score FROM_FMBLA_NEWDOM14            0.001 # force non-zero
+score FROM_FMBLA_NEWDOM14            0.001
 score FROM_FMBLA_NEWDOM28            0.001
-score FROM_GOV_DKIM_AU               -0.932
-score FROM_MISSPACED                 1.999
-score FROM_MISSP_DYNIP               2.499
-score FROM_MISSP_EH_MATCH            1.999
-score FROM_MISSP_FREEMAIL            1.195
-score FROM_MISSP_MSFT                0.001 # force non-zero
+score FROM_GOV_DKIM_AU               -0.305
+score FROM_MISSPACED                 1.997
+score FROM_MISSP_DYNIP               2.497
+score FROM_MISSP_EH_MATCH            1.997
+score FROM_MISSP_FREEMAIL            0.928
+score FROM_MISSP_MSFT                0.001
+score FROM_MISSP_REPLYTO             0.486
 score FROM_MISSP_SPF_FAIL            0.001
 score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              1.333
-score FROM_PAYPAL_SPOOF              0.693
-score FROM_SUSPICIOUS_NTLD           0.423
-score FROM_SUSPICIOUS_NTLD_FP        1.044
-score FSL_BULK_SIG                   0.151
-score FSL_CTYPE_WIN1251              0.001
+score FROM_MULTI_NORDNS              1.323
+score FROM_PAYPAL_SPOOF              0.959
+score FROM_SUSPICIOUS_NTLD           0.361
+score FROM_SUSPICIOUS_NTLD_FP        1.106
+score FSL_BULK_SIG                   0.149
+score FSL_CTYPE_WIN1251              0.001 # force non-zero
 score FSL_NEW_HELO_USER              0.001
-score FUZZY_AMAZON                   2.599
-score FUZZY_IMPORTANT                2.499
-score FUZZY_SECURITY                 2.699
+score FUZZY_AMAZON                   2.596
+score FUZZY_IMPORTANT                2.497
+score FUZZY_SECURITY                 2.696
 score FUZZY_WALLET                   0.001
-score GB_FAKE_RF_SHORT               1.999
+score GB_FAKE_RF_SHORT               1.997
 score GB_FREEMAIL_DISPTO             0.499
-score GB_GOOGLE_OBFUR                0.749
+score GB_GOOGLE_OBFUR                0.748
 score GB_HASHBL_BTC                  2.151
-score GB_URI_FLEEK_STO_HTM           0.999
-score GOOG_REDIR_NORDNS              3.199
-score GOOG_STO_IMG_NOHTML            2.500
-score GOOG_STO_NOIMG_HTML            2.999
-score HAS_X_OUTGOING_SPAM_STAT       1.046
-score HDRS_MISSP                     2.500
-score HDR_ORDER_FTSDMCXX_DIRECT      0.001 # force non-zero
+score GB_URI_FLEEK_STO_HTM           0.998
+score GOOG_REDIR_NORDNS              3.196
+score GOOG_STO_IMG_NOHTML            2.497
+score GOOG_STO_NOIMG_HTML            2.996
+score HAS_X_OUTGOING_SPAM_STAT       1.650
+score HDRS_MISSP                     2.497
+score HDR_ORDER_FTSDMCXX_DIRECT      0.001
 score HDR_ORDER_FTSDMCXX_NORDNS      0.001
-score HEADER_FROM_DIFFERENT_DOMAINS  0.250
+score HEADER_FROM_DIFFERENT_DOMAINS  0.249
 score HELO_NO_DOMAIN                 0.001
-score HK_LOTTO                       0.999
-score HK_NAME_MR_MRS                 0.999
-score HK_RANDOM_ENVFROM              0.999
-score HK_RANDOM_FROM                 0.999
-score HK_RANDOM_REPLYTO              1.000
-score HK_SCAM                        1.999
-score HOSTED_IMG_DIRECT_MX           0.571
-score HTML_ENTITY_ASCII              2.651
-score HTML_OFF_PAGE                  2.999
-score HTML_TAG_BALANCE_CENTER        3.500
-score HTML_TEXT_INVISIBLE_FONT       0.232
-score HTML_TEXT_INVISIBLE_STYLE      3.499
-score IMG_DIRECT_TO_MX               0.788
-score JH_SPAMMY_HEADERS              3.499
-score KHOP_HELO_FCRDNS               0.399
-score LIST_PARTIAL_SHORT_MSG         2.499
-score LONG_HEX_URI                   1.615
-score LONG_IMG_URI                   0.724
+score HK_LOTTO                       0.998
+score HK_NAME_MR_MRS                 0.998
+score HK_RANDOM_ENVFROM              0.998
+score HK_RANDOM_FROM                 0.998
+score HK_RANDOM_REPLYTO              0.999
+score HK_SCAM                        1.997
+score HOSTED_IMG_DIRECT_MX           0.806
+score HTML_ENTITY_ASCII              2.643
+score HTML_OFF_PAGE                  2.996
+score HTML_TAG_BALANCE_CENTER        3.496
+score HTML_TEXT_INVISIBLE_FONT       0.214
+score HTML_TEXT_INVISIBLE_STYLE      3.496
+score IMG_DIRECT_TO_MX               0.764
+score JH_SPAMMY_HEADERS              3.496
+score KHOP_HELO_FCRDNS               0.398
+score LIST_PARTIAL_SHORT_MSG         2.497
+score LONG_HEX_URI                   1.614
+score LONG_IMG_URI                   0.706
 score LONG_INVISIBLE_TEXT            1.698
 score LOTS_OF_MONEY                  0.010
-score LOTTO_AGENT                    1.499
-score MALWARE_NORDNS                 2.511
-score MALW_ATTACH                    2.299
-score MILLION_HUNDRED                0.001 # force non-zero
+score LOTTO_AGENT                    1.498
+score MALWARE_NORDNS                 2.592
+score MALW_ATTACH                    2.297
+score MILLION_HUNDRED                0.001
 score MIMEOLE_DIRECT_TO_MX           0.001
-score MIXED_ES                       0.771
-score MIXED_HREF_CASE                1.800
-score MONEY_ATM_CARD                 0.377
-score MONEY_FORM_SHORT               2.499
+score MIXED_ES                       0.772
+score MIXED_HREF_CASE                1.999
+score MONEY_ATM_CARD                 0.452
+score MONEY_FORM_SHORT               2.497
 score MONEY_FRAUD_3                  0.001
-score MONEY_FRAUD_5                  0.821
-score MONEY_FRAUD_8                  0.038
-score MONEY_FREEMAIL_REPTO           0.725
-score MONEY_FROM_41                  1.954
+score MONEY_FRAUD_5                  0.784
+score MONEY_FRAUD_8                  0.100
+score MONEY_FREEMAIL_REPTO           0.759
+score MONEY_FROM_41                  1.997
 score MONEY_FROM_MISSP               1.999
-score MSMAIL_PRI_ABNORMAL            1.273
+score MSMAIL_PRI_ABNORMAL            1.499
 score NA_DOLLARS                     0.001
-score NICE_REPLY_A                   -0.001 # force non-zero
-score NORDNS_LOW_CONTRAST            2.460
+score NICE_REPLY_A                   -0.001
+score NORDNS_LOW_CONTRAST            2.456
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             0.969
-score NUMBERONLY_BITCOIN_EXP         0.690
-score OBFU_TEXT_ATTACH               1.152
-score ODD_FREEM_REPTO                2.947
-score PDS_BTC_ID                     0.498
+score NSL_RCVD_HELO_USER             2.167
+score NUMBERONLY_BITCOIN_EXP         1.823
+score OBFU_TEXT_ATTACH               0.811
+score ODD_FREEM_REPTO                2.936
+score PDS_BTC_ID                     0.496
 score PDS_BTC_MSGID                  0.001
-score PDS_HELO_SPF_FAIL              0.406
-score PDS_NAKED_TO_NUMERO            1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL   0.749
-score PDS_OTHER_BAD_TLD              1.999
-score PDS_PHP_EVAL                   1.499
+score PDS_HELO_SPF_FAIL              0.766
+score PDS_NAKED_TO_NUMERO            1.997
+score PDS_NO_FULL_NAME_SPOOFED_URL   0.748
+score PDS_OTHER_BAD_TLD              1.997
+score PDS_PHP_EVAL                   1.498
 score PDS_RDNS_DYNAMIC_FP            0.001 # force non-zero
-score PDS_SHORT_SPOOFED_URL          1.999
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PHP_ORIG_SCRIPT                2.037
-score PHP_ORIG_SCRIPT_EVAL           2.999
-score PHP_SCRIPT                     2.494
+score PDS_SHORT_SPOOFED_URL          1.997
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
+score PHP_ORIG_SCRIPT                2.033
+score PHP_ORIG_SCRIPT_EVAL           2.996
+score PHP_SCRIPT                     1.890
 score PP_MIME_FAKE_ASCII_TEXT        0.001
-score RAND_MKTG_HEADER               1.999
-score RATWARE_NO_RDNS                2.999
+score RAND_MKTG_HEADER               1.997
+score RATWARE_NO_RDNS                2.996
 score RCVD_IN_MSPIKE_H2              -0.001
-score RDNS_NUM_TLD_XM                2.673
+score RDNS_NUM_TLD_XM                2.888
 score SCC_CANSPAM_2                  0.001
-score SCC_ISEMM_LID_1A               2.342
-score SCC_ISEMM_LID_1B               0.718
-score SCC_THREE_WORD_MONTY           2.599
-score SENDGRID_REDIR                 1.068
-score SERGIO_SUBJECT_VIAGRA01        0.214
-score SHARE_50_50                    0.938
-score SHOPIFY_IMG_NOT_RCVD_SFY       0.643
-score SHORTENER_SHORT_IMG            1.299
-score SHORT_SHORTNER                 1.999
+score SCC_ISEMM_LID_1A               3.172
+score SCC_ISEMM_LID_1B               0.711
+score SCC_THREE_WORD_MONTY           2.597
+score SENDGRID_REDIR                 1.064
+score SERGIO_SUBJECT_VIAGRA01        3.763
+score SHARE_50_50                    0.974
+score SHOPIFY_IMG_NOT_RCVD_SFY       0.640
+score SHORTENER_SHORT_IMG            1.347
+score SHORT_SHORTNER                 1.997
 score SPOOFED_FREEMAIL               0.001
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
-score SPOOFED_FREEM_REPTO            2.038
+score SPOOFED_FREEM_REPTO            2.089
 score SPOOF_GMAIL_MID                0.001
 score STATIC_XPRIO_OLE               0.001
-score THIS_AD                        0.699
+score THIS_AD                        0.698
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
-score TO_EQ_FM_SPF_FAIL              0.001
-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        1.825
-score TO_NO_BRKTS_PCNT               1.078
-score TVD_RCVD_SPACE_BRACKET         0.675
-score TVD_SPACE_ENCODED              0.001 # force non-zero
-score UNDISC_FREEM                   2.899
-score UNDISC_MONEY                   3.199
-score UNICODE_OBFU_ASC               2.499
-score URI_DOTEDU                     1.999
-score URI_FIREBASEAPP                2.999
-score URI_GOOGLE_PROXY               0.695
-score URI_PHISH                      3.399
-score URI_PHP_REDIR                  3.299
-score URI_TRY_3LD                    0.001 # force non-zero
-score URI_WPADMIN                    2.600
-score URI_WP_HACKED                  3.500
-score URI_WP_HACKED_2                2.499
-score VFY_ACCT_NORDNS                2.833
-score WORD_INVIS                     0.001 # force non-zero
-score WORD_INVIS_MANY                2.999
-score XFER_LOTSA_MONEY               0.357
-score XM_RANDOM                      2.499
-score XM_RECPTID                     2.452
+score TO_EQ_FM_SPF_FAIL              0.001 # force non-zero
+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_NORDNS_HTML        1.823
+score TO_NO_BRKTS_PCNT               2.107
+score TVD_RCVD_SPACE_BRACKET         1.599
+score TVD_SPACE_RATIO_MINFP          0.001
+score UNDISC_FREEM                   2.896
+score UNDISC_MONEY                   3.196
+score UNICODE_OBFU_ASC               2.498
+score URI_DOTEDU                     1.997
+score URI_FIREBASEAPP                2.996
+score URI_GOOGLE_PROXY               0.702
+score URI_PHISH                      3.168
+score URI_PHP_REDIR                  3.295
+score URI_TRY_3LD                    0.001
+score URI_WPADMIN                    2.596
+score URI_WP_HACKED                  3.496
+score URI_WP_HACKED_2                2.497
+score VFY_ACCT_NORDNS                2.870
+score WORD_INVIS                     0.001
+score WORD_INVIS_MANY                2.996
+score XFER_LOTSA_MONEY               0.517
+score XM_RANDOM                      2.497
+score XM_RECPTID                     2.453
 score XPRIO                          0.001
-score XPRIO_SHORT_SUBJ               1.675
-score XPRIO_URL_SHORTNER             0.999
-score YOU_INHERIT                    0.349
+score XPRIO_SHORT_SUBJ               0.001
+score XPRIO_URL_SHORTNER             0.998
+score YOU_INHERIT                    0.001
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1904963&r1=1904962&r2=1904963&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Nov  1 02:42:09 2022
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 214846  66.219%  (99.595% of non-spam corpus)
-# Correctly spam:      80549  24.826%  (74.082% of spam corpus)
-# False positives:       874  0.269%  (0.405% of nonspam,  15223 weighted)
-# False negatives:     28180  8.685%  (25.918% of spam,  44413 weighted)
+# Correctly non-spam: 196901  63.477%  (99.620% of non-spam corpus)
+# Correctly spam:      82919  26.731%  (73.678% of spam corpus)
+# False positives:       751  0.242%  (0.380% of nonspam,  15331 weighted)
+# False negatives:     29624  9.550%  (26.322% of spam,  46613 weighted)
 # Average score for spam:  9.8    nonspam: 0.6
-# Average for false-pos:   6.9  false-neg: 1.6
-# TOTAL:              324449  100.00%
+# Average for false-pos:   7.2  false-neg: 1.6
+# TOTAL:              310195  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  26909  99.57%
-# Correctly spam:      10089  73.47%
-# False positives:       116  0.43%
-# False negatives:      3644  26.53%
-# TCR(l=50): 1.454151  SpamRecall: 73.465%  SpamPrec: 98.863%
+# Correctly non-spam:  24576  99.49%
+# Correctly spam:      10460  73.51%
+# False positives:       125  0.51%
+# False negatives:      3769  26.49%
+# TCR(l=50): 1.420202  SpamRecall: 73.512%  SpamPrec: 98.819%
 
 ##### 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: 209473  97.10%
-# Correctly spam:      69259  63.70%
-# False positives:      6247  2.90%
-# False negatives:     39470  36.30%
-# TCR(l=50): 0.309047  SpamRecall: 63.699%  SpamPrec: 91.726%
+# Correctly non-spam: 192380  97.33%
+# Correctly spam:      71831  63.83%
+# False positives:      5272  2.67%
+# False negatives:     40712  36.17%
+# TCR(l=50): 0.369828  SpamRecall: 63.825%  SpamPrec: 93.162%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  26286  97.27%
-# Correctly spam:       8644  62.94%
-# False positives:       739  2.73%
-# False negatives:      5089  37.06%
-# TCR(l=50): 0.326673  SpamRecall: 62.943%  SpamPrec: 92.124%
+# Correctly non-spam:  24034  97.30%
+# Correctly spam:       9033  63.48%
+# False positives:       667  2.70%
+# False negatives:      5196  36.52%
+# TCR(l=50): 0.369143  SpamRecall: 63.483%  SpamPrec: 93.124%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1904963&r1=1904962&r2=1904963&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Nov  1 02:42:09 2022
@@ -1,11 +1,11 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 244624  69.082%  (99.485% of non-spam corpus)
-# Correctly spam:      83689  23.634%  (77.337% of spam corpus)
-# False positives:      1267  0.358%  (0.515% of nonspam,  37547 weighted)
-# False negatives:     24525  6.926%  (22.663% of spam,  44548 weighted)
-# Average score for spam:  16.7    nonspam: -0.5
+# Correctly non-spam: 244632  69.085%  (99.488% of non-spam corpus)
+# Correctly spam:      83471  23.572%  (77.135% of spam corpus)
+# False positives:      1259  0.356%  (0.512% of nonspam,  37363 weighted)
+# False negatives:     24743  6.987%  (22.865% of spam,  45617 weighted)
+# Average score for spam:  17.0    nonspam: -0.5
 # Average for false-pos:   6.7  false-neg: 1.8
 # TOTAL:              354105  100.00%
 
@@ -14,10 +14,10 @@ Reading per-message hit stat logs and sc
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  30528  99.45%
-# Correctly spam:      10657  78.00%
+# Correctly spam:      10650  77.95%
 # False positives:       170  0.55%
-# False negatives:      3005  22.00%
-# TCR(l=50): 1.187484  SpamRecall: 78.005%  SpamPrec: 98.430%
+# False negatives:      3012  22.05%
+# TCR(l=50): 1.186762  SpamRecall: 77.953%  SpamPrec: 98.429%
 
 ##### WITHOUT NEW RULES AND SCORES #####
 Reading scores from "../rules-base"...