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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/11/15 02:43:11 UTC

svn commit: r1913791 [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=1913791&r1=1913790&r2=1913791&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Nov 15 02:43:11 2023
@@ -1,227 +1,226 @@
-# Using score set 0 logs for revision 1913748 from:
-# ham-ena-week0.r1913748.log ham-ena-week1.r1913748.log ham-ena-week2.r1913748.log ham-ena-week3.r1913748.log ham-ena-week4.r1913748.log ham-giovanni-ham.r1913748.log ham-giovanni-spammy.r1913748.log ham-giovanni-spam.r1913748.log ham-grenier.r1913748.log ham-hege.r1913748.log ham-jhardin.r1913748.log ham-llanga.r1913748.log ham-mmiroslaw-mails-ham.r1913748.log ham-mmiroslaw-mails-spam.r1913748.log ham-spamsponge.r1913748.log ham-tsz-corpus.r1913748.log ham-whyscream.r1913748.log spam-ena-week0.r1913748.log spam-ena-week1.r1913748.log spam-ena-week2.r1913748.log spam-ena-week3.r1913748.log spam-ena-week4.r1913748.log spam-giovanni-ham.r1913748.log spam-giovanni-spammy.r1913748.log spam-giovanni-spam.r1913748.log spam-grenier.r1913748.log spam-hege.r1913748.log spam-jhardin.r1913748.log spam-llanga.r1913748.log spam-mmiroslaw-mails-ham.r1913748.log spam-mmiroslaw-mails-spam.r1913748.log spam-spamsponge.r1913748.log spam-tsz-corpus.r1913748.log spam-whyscream.r1913748.log
+# Using score set 0 logs for revision 1913760 from:
+# ham-ena-week0.r1913760.log ham-ena-week1.r1913760.log ham-ena-week2.r1913760.log ham-ena-week3.r1913760.log ham-ena-week4.r1913760.log ham-giovanni-ham.r1913760.log ham-giovanni-spammy.r1913760.log ham-giovanni-spam.r1913760.log ham-grenier.r1913760.log ham-hege.r1913760.log ham-jhardin.r1913760.log ham-llanga.r1913760.log ham-mmiroslaw-mails-ham.r1913760.log ham-mmiroslaw-mails-spam.r1913760.log ham-spamsponge.r1913760.log ham-tsz-corpus.r1913760.log ham-whyscream.r1913760.log spam-ena-week0.r1913760.log spam-ena-week1.r1913760.log spam-ena-week2.r1913760.log spam-ena-week3.r1913760.log spam-ena-week4.r1913760.log spam-giovanni-ham.r1913760.log spam-giovanni-spammy.r1913760.log spam-giovanni-spam.r1913760.log spam-grenier.r1913760.log spam-hege.r1913760.log spam-jhardin.r1913760.log spam-llanga.r1913760.log spam-mmiroslaw-mails-ham.r1913760.log spam-mmiroslaw-mails-spam.r1913760.log spam-spamsponge.r1913760.log spam-tsz-corpus.r1913760.log spam-whyscream.r1913760.log
 
 score ACCT_PHISHING_MANY             2.999
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              2.999
-score AC_HTML_NONSENSE_TAGS          2.000
-score AC_POST_EXTRAS                 0.602
+score AC_HTML_NONSENSE_TAGS          1.999
 score ADMITS_SPAM                    2.299
-score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              2.202
-score ADVANCE_FEE_3_NEW_FRM_MNY      0.983
-score ADVANCE_FEE_3_NEW_MONEY        0.001
-score ADVANCE_FEE_4_NEW_MONEY        0.741
-score ADVANCE_FEE_5_NEW              2.405
-score ADVANCE_FEE_5_NEW_FRM_MNY      2.298
-score ADVANCE_FEE_5_NEW_MONEY        0.082
+score ADVANCE_FEE_2_NEW_MONEY        2.000
+score ADVANCE_FEE_3_NEW              2.998
+score ADVANCE_FEE_3_NEW_FRM_MNY      1.078
+score ADVANCE_FEE_3_NEW_MONEY        1.697
+score ADVANCE_FEE_4_NEW_MONEY        2.699
+score ADVANCE_FEE_5_NEW              2.498
+score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
+score ADVANCE_FEE_5_NEW_MONEY        0.085
 score AD_PREFS                       0.001
 score AMAZON_IMG_NOT_RCVD_AMZN       2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2   0.001 # force non-zero
+score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
 score BIGNUM_EMAILS_FREEM            2.999
 score BIGNUM_EMAILS_MANY             2.999
-score BITCOIN_DEADLINE               3.000
-score BITCOIN_EXTORT_01              2.089
-score BITCOIN_MALF_HTML              2.599
+score BITCOIN_DEADLINE               1.649
+score BITCOIN_EXTORT_01              2.102
+score BITCOIN_MALF_HTML              2.601
 score BITCOIN_ONAN                   2.999
-score BITCOIN_PAY_ME                 0.787
-score BITCOIN_SPAM_02                2.499
-score BITCOIN_SPAM_07                0.001 # force non-zero
+score BITCOIN_PAY_ME                 2.688
+score BITCOIN_SPAM_02                2.397
+score BITCOIN_SPAM_07                0.001
 score BITCOIN_TOEQFM                 3.499
-score BITCOIN_VISTA                  1.849
-score BITCOIN_XPRIO                  2.499
-score BITCOIN_YOUR_INFO              0.103
-score BODY_SINGLE_URI                0.682
+score BITCOIN_VISTA                  1.856
+score BITCOIN_XPRIO                  2.253
+score BITCOIN_YOUR_INFO              0.094
+score BODY_SINGLE_URI                0.647
 score BODY_SINGLE_WORD               0.001
-score BODY_URI_ONLY                  1.816
-score BOGUS_MIME_VERSION             3.361
+score BODY_URI_ONLY                  1.851
+score BOGUS_MIME_VERSION             2.998
 score CK_HELO_GENERIC                0.249
 score COMPENSATION                   1.499
 score CTE_8BIT_MISMATCH              0.999
-score DATE_IN_FUTURE_Q_PLUS          2.546
+score DATE_IN_FUTURE_Q_PLUS          2.699
 score DEAR_BENEFICIARY               2.699
+score DEAR_EMAIL_USER                1.873
 score DSN_NO_MIMEVERSION             1.999
 score ENCRYPTED_MESSAGE              -0.999
-score END_FUTURE_EMAILS              2.500
+score END_FUTURE_EMAILS              2.499
 score FACEBOOK_IMG_NOT_RCVD_FB       1.999
 score FILL_THIS_FORM                 1.099
-score FONT_INVIS_DIRECT              0.001
-score FONT_INVIS_LONG_LINE           1.780
-score FONT_INVIS_MSGID               1.940
+score FONT_INVIS_DIRECT              0.001 # force non-zero
+score FONT_INVIS_LONG_LINE           1.781
+score FONT_INVIS_MSGID               1.941
 score FONT_INVIS_NORDNS              0.001
-score FONT_INVIS_POSTEXTRAS          1.988
-score FORM_FRAUD                     0.601
-score FORM_FRAUD_3                   2.399
-score FORM_FRAUD_5                   2.510
-score FREEMAIL_FORGED_FROMDOMAIN     0.249
+score FONT_INVIS_POSTEXTRAS          1.590
+score FORM_FRAUD                     0.514
+score FORM_FRAUD_3                   1.902
+score FORM_FRAUD_5                   1.183
+score FREEMAIL_FORGED_FROMDOMAIN     0.250
 score FROMSPACE                      2.799
-score FROM_ADDR_WS                   2.651
-score FROM_MISSPACED                 0.501
-score FROM_MISSP_DYNIP               0.767
-score FROM_MISSP_EH_MATCH            1.999
-score FROM_MISSP_FREEMAIL            0.253
-score FROM_MISSP_MSFT                0.001 # force non-zero
+score FROM_ADDR_WS                   2.652
+score FROM_MISSPACED                 1.082
+score FROM_MISSP_DYNIP               0.759
+score FROM_MISSP_EH_MATCH            1.419
+score FROM_MISSP_FREEMAIL            0.094
+score FROM_MISSP_MSFT                0.001
 score FROM_MISSP_REPLYTO             2.499
 score FROM_MISSP_USER                0.001
-score FROM_NTLD_REPLY_FREEMAIL       1.999
+score FROM_NTLD_REPLY_FREEMAIL       1.847
 score FROM_SUSPICIOUS_NTLD           0.499
 score FROM_SUSPICIOUS_NTLD_FP        1.999
-score FROM_WSP_TRAIL                 2.799
+score FROM_WSP_TRAIL                 2.610
 score FSL_CTYPE_WIN1251              0.001
-score FSL_HAS_TINYURL                3.099
-score FSL_HELO_FAKE                  2.699
+score FSL_HAS_TINYURL                3.199
+score FSL_HELO_FAKE                  2.799
 score FSL_NEW_HELO_USER              0.001
-score FUZZY_AMAZON                   2.499
-score FUZZY_BITCOIN                  0.001 # force non-zero
-score FUZZY_CLICK_HERE               0.372
+score FUZZY_AMAZON                   2.551
+score FUZZY_BITCOIN                  0.001
 score FUZZY_WALLET                   1.799
-score GB_BITCOIN_CP                  0.001
-score GB_CUSTOM_HTM_URI              1.499
+score GB_BITCOIN_CP                  0.001 # force non-zero
+score GB_CUSTOM_HTM_URI              1.500
 score GB_FAKE_RF_SHORT               1.940
-score GB_FREEMAIL_DISPTO             0.001 # force non-zero
+score GB_FREEMAIL_DISPTO             0.001
 score GOOG_REDIR_HTML_ONLY           1.999
-score GOOG_REDIR_NORDNS              0.498
+score GOOG_REDIR_NORDNS              0.404
 score GOOG_STO_IMG_HTML              2.999
-score GOOG_STO_IMG_NOHTML            2.049
-score GOOG_STO_NOIMG_HTML            3.000
-score HDRS_MISSP                     2.499
+score GOOG_STO_IMG_NOHTML            2.051
+score GOOG_STO_NOIMG_HTML            2.999
+score HDRS_MISSP                     2.500
 score HDR_ORDER_FTSDMCXX_DIRECT      1.999
-score HDR_ORDER_FTSDMCXX_NORDNS      0.001
-score HEADER_FROM_DIFFERENT_DOMAINS  0.249
+score HDR_ORDER_FTSDMCXX_NORDNS      0.001 # force non-zero
+score HEADER_FROM_DIFFERENT_DOMAINS  0.250
 score HELO_MISC_IP                   0.249
-score HELO_NO_DOMAIN                 0.001 # force non-zero
-score HK_LOTTO                       1.000
+score HELO_NO_DOMAIN                 0.001
+score HK_LOTTO                       0.999
 score HK_NAME_FM_MR_MRS              1.499
-score HK_NAME_MR_MRS                 1.000
+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 HK_WIN                         0.879
-score HOSTED_IMG_DIRECT_MX           2.903
-score HOSTED_IMG_FREEM               0.639
-score HOSTED_IMG_MULTI_PUB_01        2.999
-score HREF_EMPTY_NORDNS              0.501
+score HK_WIN                         0.465
+score HOSTED_IMG_DIRECT_MX           2.904
+score HOSTED_IMG_FREEM               0.640
+score HOSTED_IMG_MULTI_PUB_01        3.000
+score HREF_EMPTY_NORDNS              0.502
 score HREF_EMPTY_PHPMAIL             2.499
-score HTML_ENTITY_ASCII_TINY         1.029
-score HTML_FONT_TINY_NORDNS          2.000
+score HTML_ENTITY_ASCII_TINY         1.133
+score HTML_FONT_TINY_NORDNS          1.999
 score HTML_OFF_PAGE                  2.999
 score HTML_SINGLET_MANY              2.499
-score HTML_TEXT_INVISIBLE_FONT       1.487
-score HTML_TEXT_INVISIBLE_STYLE      0.488
-score KHOP_HELO_FCRDNS               0.400
-score LONGLN_LOW_CONTRAST            2.499
+score HTML_TEXT_INVISIBLE_FONT       1.485
+score HTML_TEXT_INVISIBLE_STYLE      0.490
+score KHOP_HELO_FCRDNS               0.399
+score LONGLN_LOW_CONTRAST            2.500
 score LONG_HEX_URI                   2.999
-score LONG_IMG_URI                   1.691
-score LONG_INVISIBLE_TEXT            1.786
+score LONG_IMG_URI                   1.692
+score LONG_INVISIBLE_TEXT            1.781
 score LOTS_OF_MONEY                  0.010
 score LOTTO_DEPT                     1.999
-score MALFORMED_FREEMAIL             2.999
-score MALWARE_NORDNS                 2.788
+score MALFORMED_FREEMAIL             3.099
+score MALWARE_NORDNS                 2.673
 score MALW_ATTACH                    2.399
-score MANY_SPAN_IN_TEXT              2.199
-score MANY_SUBDOM                    2.699
-score MILLION_EUR                    2.188
+score MANY_SPAN_IN_TEXT              2.200
+score MANY_SUBDOM                    2.700
+score MILLION_EUR                    2.392
 score MILLION_HUNDRED                0.001
 score MILLION_USD                    0.001
 score MIMEOLE_DIRECT_TO_MX           0.001
 score MIME_NO_TEXT                   1.999
-score MIXED_ES                       2.399
+score MIXED_ES                       2.499
 score MIXED_HREF_CASE                1.999
-score MONEY_ATM_CARD                 2.470
-score MONEY_FORM                     2.401
+score MONEY_ATM_CARD                 0.375
+score MONEY_FORM                     1.777
 score MONEY_FORM_SHORT               2.499
-score MONEY_FRAUD_3                  1.315
-score MONEY_FRAUD_5                  2.799
-score MONEY_FRAUD_8                  0.008
+score MONEY_FRAUD_3                  0.944
+score MONEY_FRAUD_5                  0.793
+score MONEY_FRAUD_8                  0.004
 score MONEY_FREEMAIL_REPTO           2.999
-score MONEY_FROM_41                  1.999
-score MONEY_FROM_MISSP               0.001
-score MSMAIL_PRI_ABNORMAL            1.499
+score MONEY_FROM_41                  2.000
+score MONEY_FROM_MISSP               1.999
+score MSMAIL_PRI_ABNORMAL            0.286
 score NA_DOLLARS                     1.499
-score NICE_REPLY_A                   -2.036
-score NORDNS_LOW_CONTRAST            0.690
+score NICE_REPLY_A                   -3.060
+score NORDNS_LOW_CONTRAST            0.884
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
 score NSL_RCVD_HELO_USER             0.001
-score NUMBERONLY_BITCOIN_EXP         0.734
-score OBFU_BITCOIN                   0.001
-score OBFU_TEXT_ATTACH               1.399
+score NUMBERONLY_BITCOIN_EXP         1.688
+score OBFU_BITCOIN                   0.001 # force non-zero
+score OBFU_TEXT_ATTACH               1.102
 score OBFU_UNSUB_UL                  2.699
 score ODD_FREEM_REPTO                2.999
-score PDS_BAD_THREAD_QP_64           0.001 # force non-zero
+score PDS_BAD_THREAD_QP_64           0.999
 score PDS_BTC_ID                     0.499
 score PDS_BTC_MSGID                  0.001
-score PDS_DBL_URL_TNB_RUNON          2.000
+score PDS_DBL_URL_TNB_RUNON          1.999
 score PDS_EMPTYSUBJ_URISHRT          1.499
-score PDS_FRNOM_TODOM_NAKED_TO       0.945
-score PDS_FROM_NAME_TO_DOMAIN        1.842
-score PDS_HP_HELO_NORDNS             0.500
+score PDS_FRNOM_TODOM_NAKED_TO       0.903
+score PDS_FROM_2_EMAILS              0.353
+score PDS_FROM_NAME_TO_DOMAIN        1.599
+score PDS_HP_HELO_NORDNS             0.502
 score PDS_NAKED_TO_NUMERO            1.999
-score PDS_PRO_TLD                    0.999
 score PDS_TINYSUBJ_URISHRT           1.499
-score PHP_ORIG_SCRIPT                1.404
+score PHP_ORIG_SCRIPT                1.412
 score PHP_SCRIPT                     2.499
 score PP_MIME_FAKE_ASCII_TEXT        0.999
 score PP_TOO_MUCH_UNICODE02          0.499
-score PP_TOO_MUCH_UNICODE05          0.999
+score PP_TOO_MUCH_UNICODE05          1.000
 score RAND_MKTG_HEADER               1.999
-score RATWARE_NO_RDNS                1.823
-score RISK_FREE                      2.299
-score SCC_BODY_SINGLE_WORD           0.001 # force non-zero
-score SCC_CANSPAM_2                  3.600
+score RATWARE_NO_RDNS                0.001
+score RISK_FREE                      0.586
+score SCC_BODY_SINGLE_WORD           0.001
+score SCC_CANSPAM_2                  3.699
 score SCC_ISEMM_LID_1B               1.499
-score SCC_SPAMMER_ADDR_2             3.000
+score SCC_SPAMMER_ADDR_2             2.999
 score SENDGRID_REDIR                 1.499
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
 score SHORTENER_SHORT_IMG            0.001
-score SHORT_SHORTNER                 2.000
-score SPOOFED_FREEMAIL_NO_RDNS       0.901
-score SPOOF_GMAIL_MID                1.499
+score SHORT_SHORTNER                 1.999
+score SPOOFED_FREEMAIL_NO_RDNS       1.002
+score SPOOF_GMAIL_MID                1.500
 score STATIC_XPRIO_OLE               0.001
-score STY_INVIS_DIRECT               2.011
-score SUBJ_ATTENTION                 0.499
+score STY_INVIS_DIRECT               2.499
+score SUBJ_ATTENTION                 0.500
 score SUSP_UTF8_WORD_FROM            1.999
-score TEQF_USR_POLITE                1.999
-score THIS_AD                        1.499
+score TEQF_USR_POLITE                2.000
+score THIS_AD                        1.699
 score TO_EQ_FM_DIRECT_MX             0.001
-score TO_EQ_FM_DOM_HTML_ONLY         0.001
 score TO_IN_SUBJ                     0.099
-score TO_NAME_SUBJ_NO_RDNS           2.625
-score TO_NO_BRKTS_FROM_MSSP          2.500
-score TO_NO_BRKTS_HTML_IMG           1.597
+score TO_NAME_SUBJ_NO_RDNS           2.999
+score TO_NO_BRKTS_FROM_MSSP          2.499
+score TO_NO_BRKTS_HTML_IMG           1.701
 score TO_NO_BRKTS_HTML_ONLY          1.999
-score TO_NO_BRKTS_MSFT               2.106
+score TO_NO_BRKTS_MSFT               2.196
 score TO_NO_BRKTS_NORDNS_HTML        1.999
 score TO_NO_BRKTS_PCNT               2.499
 score TVD_IP_HEX                     2.999
-score TVD_IP_OCT                     2.457
+score TVD_IP_OCT                     2.433
 score TVD_PH_BODY_META               0.001
-score TVD_PH_SUBJ_META               2.899
-score TVD_SPACE_ENCODED              2.499
+score TVD_PH_SUBJ_META               2.255
+score TVD_SPACE_ENCODED              2.498
 score TVD_SPACE_RATIO_MINFP          2.499
 score UNDISC_FREEM                   2.699
 score UNDISC_MONEY                   2.999
-score UNICODE_OBFU_ZW_MANY           0.001 # force non-zero
-score URI_AZURE_CLOUDAPP             2.999
-score URI_DOTEDU                     1.944
-score URI_GOOGLE_PROXY               2.099
-score URI_ONLY_MSGID_MALF            0.001
+score UNICODE_OBFU_ZW_MANY           0.001
+score URI_AZURE_CLOUDAPP             3.000
+score URI_DOTEDU                     1.939
+score URI_GOOGLE_PROXY               1.999
 score URI_PHISH                      3.999
-score URI_PHP_REDIR                  2.194
+score URI_PHP_REDIR                  2.199
 score URI_TRY_3LD                    1.999
-score URI_WP_HACKED                  3.499
-score VFY_ACCT_NORDNS                2.999
-score VISTA_COST                     2.237
+score URI_WP_HACKED                  3.500
+score URI_WP_HACKED_2                2.499
+score VFY_ACCT_NORDNS                2.820
+score VISTA_COST                     0.504
 score VISTA_TONOM_EQ_TOLOC           2.499
-score WORD_INVIS                     1.580
-score WORD_INVIS_MANY                2.999
+score WORD_INVIS                     1.574
+score WORD_INVIS_MANY                3.000
 score XFER_LOTSA_MONEY               0.001
 score XM_RANDOM                      2.499
 score XM_RECPTID                     2.999
-score XPRIO                          0.050
-score YOU_INHERIT                    2.400
+score XPRIO                          2.249
+score YOU_INHERIT                    2.299
+score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
 score AC_SPAMMY_URI_PATTERNS11       1.000
@@ -289,7 +288,6 @@ score GOOG_STO_HTML_PHISH            1.0
 score GOOG_STO_HTML_PHISH_MANY       1.000
 score HAS_X_NO_RELAY                 1.000
 score HAS_X_OUTGOING_SPAM_STAT       1.000
-score HDRS_LCASE                     0.100
 score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
 score HK_RCVD_IP_MULTICAST           1.000
@@ -364,7 +362,6 @@ score TAGSTAT_IMG_NOT_RCVD_TGST      1.0
 score TARINGANET_IMG_NOT_RCVD_TN     1.000
 score THIS_IS_ADV_SUSP_NTLD          1.000
 score TONLINE_FAKE_DKIM              1.000
-score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.000
 score TW_GIBBERISH_MANY              1.000
 score UC_GIBBERISH_OBFU              1.000
 score UNICODE_OBFU_ASC               1.000
@@ -379,10 +376,10 @@ score URI_GOOG_STO_SPAMMY            3.0
 score URI_HEX_IP                     1.000
 score URI_IMG_WP_REDIR               1.000
 score URI_LONG_REPEAT                1.000
+score URI_ONLY_MSGID_MALF            1.000
 score URI_OPTOUT_3LD                 1.000
 score URI_TRY_USME                   1.000
 score URI_WP_DIRINDEX                1.000
-score URI_WP_HACKED_2                1.000
 score USB_DRIVES                     1.000
 score VPS_NO_NTLD                    1.000
 score WALMART_IMG_NOT_RCVD_WAL       1.000

Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1913791&r1=1913790&r2=1913791&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Nov 15 02:43:11 2023
@@ -5,203 +5,201 @@ score ACCT_PHISHING_MANY             2.9
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              2.999
-score AC_HTML_NONSENSE_TAGS          2.000
-score AC_POST_EXTRAS                 2.422
+score AC_HTML_NONSENSE_TAGS          1.999
+score AC_POST_EXTRAS                 2.499
 score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              3.272
-score ADVANCE_FEE_3_NEW_MONEY        0.909
-score ADVANCE_FEE_4_NEW_MONEY        1.654
+score ADVANCE_FEE_3_NEW              3.261
+score ADVANCE_FEE_3_NEW_MONEY        0.022
+score ADVANCE_FEE_4_NEW_MONEY        1.649
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        2.458
+score ADVANCE_FEE_5_NEW_MONEY        2.441
 score AD_PREFS                       0.001
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
 score BIGNUM_EMAILS_MANY             2.999
-score BITCOIN_DEADLINE               1.384
-score BITCOIN_EXTORT_01              0.507
-score BITCOIN_EXTORT_02              3.785
-score BITCOIN_MALF_HTML              3.021
+score BITCOIN_DEADLINE               2.999
+score BITCOIN_EXTORT_01              0.001
+score BITCOIN_EXTORT_02              2.862
+score BITCOIN_MALF_HTML              2.645
 score BITCOIN_ONAN                   2.999
-score BITCOIN_PAY_ME                 2.851
-score BITCOIN_SPAM_02                0.425
+score BITCOIN_PAY_ME                 1.501
+score BITCOIN_SPAM_02                2.499
 score BITCOIN_SPAM_05                0.001
-score BITCOIN_SPAM_07                0.292
-score BITCOIN_TOEQFM                 3.499
+score BITCOIN_SPAM_07                0.165
+score BITCOIN_TOEQFM                 3.500
 score BITCOIN_VISTA                  0.001
 score BITCOIN_XPRIO                  2.499
 score BITCOIN_YOUR_INFO              0.001
 score BODY_SINGLE_WORD               0.001
-score BODY_URI_ONLY                  2.167
-score BOGUS_MIME_VERSION             1.995
-score CK_HELO_GENERIC                0.249
-score CTE_8BIT_MISMATCH              0.001
-score DEAR_BENEFICIARY               2.247
-score DEAR_EMAIL_USER                0.685
-score DKIMWL_WL_HIGH                 -0.001
-score DKIMWL_WL_MED                  -0.001
-score DKIMWL_WL_MEDHI                -0.001
+score BODY_URI_ONLY                  2.166
+score BOGUS_MIME_VERSION             2.097
+score CK_HELO_GENERIC                0.250
+score CTE_8BIT_MISMATCH              0.001 # force non-zero
+score DEAR_BENEFICIARY               2.264
+score DEAR_EMAIL_USER                1.896
+score DKIMWL_WL_HIGH                 -0.099
+score DKIMWL_WL_MED                  -0.001 # force non-zero
+score DKIMWL_WL_MEDHI                -0.001 # force non-zero
 score END_FUTURE_EMAILS              2.499
 score FACEBOOK_IMG_NOT_RCVD_FB       1.999
-score FILL_THIS_FORM                 0.999
-score FONT_INVIS_DIRECT              0.001 # force non-zero
-score FONT_INVIS_LONG_LINE           2.498
-score FONT_INVIS_MSGID               0.774
-score FONT_INVIS_POSTEXTRAS          1.974
-score FORGED_SPF_HELO                1.299
-score FORM_FRAUD                     0.592
-score FORM_FRAUD_5                   2.534
+score FILL_THIS_FORM                 0.899
+score FONT_INVIS_DIRECT              0.001
+score FONT_INVIS_LONG_LINE           2.492
+score FONT_INVIS_MSGID               0.833
+score FONT_INVIS_POSTEXTRAS          1.868
+score FORGED_SPF_HELO                1.199
+score FORM_FRAUD                     0.023
+score FORM_FRAUD_5                   2.499
 score FREEMAIL_FORGED_FROMDOMAIN     0.250
-score FROMSPACE                      2.499
+score FROMSPACE                      2.399
 score FROM_ADDR_WS                   2.999
 score FROM_FMBLA_NEWDOM28            0.001
-score FROM_GOV_DKIM_AU               -0.378
+score FROM_GOV_DKIM_AU               -0.001
 score FROM_MISSPACED                 0.001
-score FROM_MISSP_EH_MATCH            1.801
+score FROM_MISSP_EH_MATCH            1.792
 score FROM_MISSP_FREEMAIL            0.001
-score FROM_MISSP_MSFT                0.419
-score FROM_MISSP_REPLYTO             1.726
-score FROM_MISSP_SPF_FAIL            1.545
+score FROM_MISSP_MSFT                0.424
+score FROM_MISSP_REPLYTO             1.642
+score FROM_MISSP_SPF_FAIL            1.682
 score FROM_MISSP_USER                0.001
-score FROM_PAYPAL_SPOOF              1.599
+score FROM_PAYPAL_SPOOF              0.001
 score FROM_SUSPICIOUS_NTLD           0.499
 score FROM_SUSPICIOUS_NTLD_FP        1.999
 score FROM_WSP_TRAIL                 2.299
-score FSL_BULK_SIG                   1.600
-score FSL_CTYPE_WIN1251              0.001 # force non-zero
+score FSL_BULK_SIG                   1.591
+score FSL_CTYPE_WIN1251              0.001
 score FSL_HAS_TINYURL                1.699
-score FSL_HELO_FAKE                  1.294
+score FSL_HELO_FAKE                  1.396
 score FSL_NEW_HELO_USER              0.001
-score FUZZY_BITCOIN                  1.523
+score FUZZY_BITCOIN                  2.434
 score FUZZY_WALLET                   1.799
-score GB_BITCOIN_CP                  0.301
+score GB_BITCOIN_CP                  0.933
 score GB_CUSTOM_HTM_URI              1.499
 score GB_FAKE_RF_SHORT               1.999
 score GB_FREEMAIL_DISPTO             0.001
 score GB_HASHBL_BTC                  0.001
 score GOOG_REDIR_HTML_ONLY           1.999
-score GOOG_REDIR_NORDNS              0.278
+score GOOG_REDIR_NORDNS              0.325
 score GOOG_STO_IMG_HTML              2.999
 score GOOG_STO_IMG_NOHTML            2.499
-score GOOG_STO_NOIMG_HTML            2.256
+score GOOG_STO_NOIMG_HTML            2.230
 score HAS_X_OUTGOING_SPAM_STAT       0.001
 score HDRS_MISSP                     2.499
 score HDR_ORDER_FTSDMCXX_DIRECT      0.001
 score HDR_ORDER_FTSDMCXX_NORDNS      0.001
-score HEADER_FROM_DIFFERENT_DOMAINS  0.250
-score HELO_NO_DOMAIN                 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS  0.249
+score HELO_NO_DOMAIN                 0.147
 score HK_LOTTO                       0.999
-score HK_NAME_FM_MR_MRS              1.500
+score HK_NAME_FM_MR_MRS              1.499
 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           3.451
-score HOSTED_IMG_FREEM               1.085
+score HOSTED_IMG_DIRECT_MX           3.269
+score HOSTED_IMG_FREEM               1.073
 score HOSTED_IMG_MULTI_PUB_01        2.999
-score HREF_EMPTY_NORDNS              1.081
+score HREF_EMPTY_NORDNS              0.905
 score HREF_EMPTY_PHPMAIL             2.499
-score HTML_ENTITY_ASCII_TINY         2.870
-score HTML_FONT_TINY_NORDNS          0.243
+score HTML_ENTITY_ASCII_TINY         2.969
+score HTML_FONT_TINY_NORDNS          0.419
 score HTML_SINGLET_MANY              2.499
-score HTML_TEXT_INVISIBLE_FONT       1.778
-score HTML_TEXT_INVISIBLE_STYLE      3.045
+score HTML_TEXT_INVISIBLE_FONT       1.718
+score HTML_TEXT_INVISIBLE_STYLE      2.862
 score JH_SPAMMY_HEADERS              3.499
-score KHOP_HELO_FCRDNS               0.001 # force non-zero
+score KHOP_HELO_FCRDNS               0.001
 score LONGLN_LOW_CONTRAST            2.499
-score LONG_HEX_URI                   2.770
-score LONG_IMG_URI                   2.941
-score LONG_INVISIBLE_TEXT            2.696
+score LONG_HEX_URI                   2.772
+score LONG_IMG_URI                   3.000
+score LONG_INVISIBLE_TEXT            2.697
 score LOTS_OF_MONEY                  0.010
 score LOTTO_DEPT                     1.999
-score MALFORMED_FREEMAIL             3.068
+score MALFORMED_FREEMAIL             3.099
 score MALWARE_NORDNS                 3.499
 score MALW_ATTACH                    2.399
 score MANY_SPAN_IN_TEXT              2.299
-score MILLION_EUR                    0.387
-score MILLION_HUNDRED                0.052
+score MILLION_EUR                    0.383
+score MILLION_HUNDRED                0.031
 score MILLION_USD                    0.001
 score MIMEOLE_DIRECT_TO_MX           0.001
-score MIME_NO_TEXT                   1.999
+score MIME_NO_TEXT                   1.677
 score MIXED_ES                       2.399
 score MIXED_HREF_CASE                1.999
-score MONEY_ATM_CARD                 0.913
-score MONEY_FORM                     0.019
+score MONEY_ATM_CARD                 0.998
+score MONEY_FORM                     0.086
 score MONEY_FORM_SHORT               2.499
-score MONEY_FRAUD_3                  1.782
+score MONEY_FRAUD_3                  1.721
 score MONEY_FRAUD_5                  0.001
 score MONEY_FRAUD_8                  0.001
-score MONEY_FREEMAIL_REPTO           2.184
-score MONEY_FROM_MISSP               0.001 # force non-zero
-score MSMAIL_PRI_ABNORMAL            1.343
+score MONEY_FREEMAIL_REPTO           2.206
+score MONEY_FROM_MISSP               0.001
+score MSMAIL_PRI_ABNORMAL            1.499
 score NA_DOLLARS                     1.499
-score NICE_REPLY_A                   -3.695
-score NORDNS_LOW_CONTRAST            2.500
-score NO_FM_NAME_IP_HOSTN            0.401
-score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             0.274
-score NUMBERONLY_BITCOIN_EXP         1.937
-score OBFU_BITCOIN                   1.499
+score NICE_REPLY_A                   -1.895
+score NORDNS_LOW_CONTRAST            2.499
+score NO_FM_NAME_IP_HOSTN            0.594
+score NSL_RCVD_FROM_USER             0.001 # force non-zero
+score NSL_RCVD_HELO_USER             0.231
+score NUMBERONLY_BITCOIN_EXP         1.999
+score OBFU_BITCOIN                   1.095
 score OBFU_TEXT_ATTACH               1.499
-score ODD_FREEM_REPTO                2.497
-score PDS_BTC_ID                     0.198
+score ODD_FREEM_REPTO                2.501
+score PDS_BTC_ID                     0.197
 score PDS_BTC_MSGID                  0.001
-score PDS_FRNOM_TODOM_NAKED_TO       1.500
+score PDS_FRNOM_TODOM_NAKED_TO       1.499
 score PDS_FROM_NAME_TO_DOMAIN        1.999
-score PDS_HELO_SPF_FAIL              1.909
-score PDS_HP_HELO_NORDNS             0.868
+score PDS_HELO_SPF_FAIL              1.999
+score PDS_HP_HELO_NORDNS             0.773
 score PDS_NAKED_TO_NUMERO            1.999
-score PHP_SCRIPT                     2.400
+score PHP_SCRIPT                     2.396
 score PP_MIME_FAKE_ASCII_TEXT        0.001
 score RAND_MKTG_HEADER               1.999
-score RATWARE_NO_RDNS                0.001
+score RATWARE_NO_RDNS                0.001 # force non-zero
 score RCVD_IN_MSPIKE_H2              -0.001
 score SCC_BODY_SINGLE_WORD           0.001
 score SCC_CANSPAM_2                  2.899
-score SCC_ISEMM_LID_1B               1.500
-score SENDGRID_REDIR                 0.693
-score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
-score SHORTENER_SHORT_IMG            1.026
-score SHORT_SHORTNER                 1.999
+score SCC_ISEMM_LID_1B               1.499
+score SENDGRID_REDIR                 0.779
+score SHOPIFY_IMG_NOT_RCVD_SFY       2.500
+score SHORTENER_SHORT_IMG            1.033
+score SHORT_SHORTNER                 2.000
 score SPOOFED_FREEMAIL               0.001
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
-score SPOOFED_FREEM_REPTO            0.826
-score STATIC_XPRIO_OLE               0.718
-score STY_INVIS_DIRECT               2.500
+score SPOOFED_FREEM_REPTO            0.807
+score STATIC_XPRIO_OLE               0.711
+score STY_INVIS_DIRECT               2.499
 score SUBJ_ATTENTION                 0.499
-score TEQF_USR_POLITE                2.000
+score TEQF_USR_POLITE                1.999
 score THIS_AD                        1.399
-score TO_EQ_FM_DIRECT_MX             0.135
-score TO_EQ_FM_DOM_HTML_ONLY         1.999
+score TO_EQ_FM_DIRECT_MX             1.795
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
-score TO_EQ_FM_SPF_FAIL              0.001 # force non-zero
-score TO_IN_SUBJ                     0.001 # force non-zero
-score TO_NO_BRKTS_FROM_MSSP          2.174
+score TO_EQ_FM_SPF_FAIL              0.001
+score TO_IN_SUBJ                     0.017
+score TO_NO_BRKTS_FROM_MSSP          2.261
 score TO_NO_BRKTS_HTML_IMG           1.999
 score TO_NO_BRKTS_HTML_ONLY          1.999
-score TO_NO_BRKTS_MSFT               2.227
+score TO_NO_BRKTS_MSFT               2.226
 score TO_NO_BRKTS_NORDNS_HTML        1.999
 score TO_NO_BRKTS_PCNT               2.499
-score TVD_PH_BODY_META               1.932
-score TVD_PH_SUBJ_META               0.607
+score TVD_PH_BODY_META               1.933
+score TVD_PH_SUBJ_META               0.628
 score TVD_SPACE_ENCODED              0.001
-score TVD_SPACE_RATIO_MINFP          0.272
-score UNDISC_FREEM                   2.599
+score TVD_SPACE_RATIO_MINFP          0.969
+score UNDISC_FREEM                   2.499
 score UNDISC_MONEY                   2.699
-score UNICODE_OBFU_ASC               2.499
-score UNICODE_OBFU_ZW_MANY           2.422
-score URI_DOTEDU                     1.014
-score URI_GOOGLE_PROXY               2.299
-score URI_PHISH                      2.902
-score URI_PHP_REDIR                  2.823
+score UNICODE_OBFU_ZW_MANY           2.420
+score URI_DOTEDU                     1.418
+score URI_GOOGLE_PROXY               2.199
+score URI_PHISH                      2.900
+score URI_PHP_REDIR                  2.824
 score URI_TRY_3LD                    1.999
 score URI_WP_HACKED                  3.499
 score URI_WP_HACKED_2                2.499
 score VFY_ACCT_NORDNS                2.999
-score VISTA_COST                     0.505
-score VISTA_TONOM_EQ_TOLOC           2.499
-score WORD_INVIS                     1.898
+score VISTA_COST                     0.502
+score VISTA_TONOM_EQ_TOLOC           2.500
+score WORD_INVIS                     1.893
 score WORD_INVIS_MANY                2.999
-score XFER_LOTSA_MONEY               0.001
+score XFER_LOTSA_MONEY               0.001 # force non-zero
 score XM_RANDOM                      2.499
 score XPRIO                          0.001
 score YOU_INHERIT                    2.199
@@ -289,7 +287,6 @@ score GOOG_STO_EMAIL_PHISH           1.0
 score GOOG_STO_HTML_PHISH            1.000
 score GOOG_STO_HTML_PHISH_MANY       1.000
 score HAS_X_NO_RELAY                 1.000
-score HDRS_LCASE                     0.100
 score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
 score HK_RCVD_IP_MULTICAST           1.000
@@ -327,7 +324,6 @@ score NEWEGG_IMG_NOT_RCVD_NEGG       1.0
 score NEW_PRODUCTS                   1.000
 score PDS_DBL_URL_TNB_RUNON          1.000
 score PDS_EMPTYSUBJ_URISHRT          1.000
-score PDS_PRO_TLD                    1.000
 score PDS_TINYSUBJ_URISHRT           1.000
 score PHISH_AZURE_CLOUDAPP           3.500
 score PHISH_FBASEAPP                 1.000
@@ -377,10 +373,10 @@ score TAGSTAT_IMG_NOT_RCVD_TGST      1.0
 score TARINGANET_IMG_NOT_RCVD_TN     1.000
 score THIS_IS_ADV_SUSP_NTLD          1.000
 score TONLINE_FAKE_DKIM              1.000
-score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.000
 score TO_NAME_SUBJ_NO_RDNS           1.000
 score TW_GIBBERISH_MANY              1.000
 score UC_GIBBERISH_OBFU              1.000
+score UNICODE_OBFU_ASC               1.000
 score UNICODE_OBFU_ZW                1.000
 score UNSUB_GOOG_FORM                1.000
 score URI_ADOBESPARK                 1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1913791&r1=1913790&r2=1913791&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Nov 15 02:43:11 2023
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 400099  60.480%  (99.341% of non-spam corpus)
-# Correctly spam:     179888  27.193%  (69.514% of spam corpus)
-# False positives:      2656  0.401%  (0.659% of nonspam,  50957 weighted)
-# False negatives:     78892  11.926%  (30.486% of spam, 163806 weighted)
+# Correctly non-spam: 403148  60.083%  (99.333% of non-spam corpus)
+# Correctly spam:     182733  27.233%  (68.922% of spam corpus)
+# False positives:      2709  0.404%  (0.667% of nonspam,  52834 weighted)
+# False negatives:     82399  12.280%  (31.078% of spam, 172362 weighted)
 # Average score for spam:  8.0    nonspam: 0.6
 # Average for false-pos:   6.0  false-neg: 2.1
-# TOTAL:              661535  100.00%
+# TOTAL:              670989  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  49932  99.36%
-# Correctly spam:      22320  69.03%
-# False positives:       321  0.64%
-# False negatives:     10012  30.97%
-# TCR(l=50): 1.240580  SpamRecall: 69.034%  SpamPrec: 98.582%
+# Correctly non-spam:  50278  99.33%
+# Correctly spam:      21282  64.16%
+# False positives:       339  0.67%
+# False negatives:     11886  35.84%
+# TCR(l=50): 1.150229  SpamRecall: 64.164%  SpamPrec: 98.432%
 
 ##### 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: 392724  97.51%
-# Correctly spam:      96110  37.14%
-# False positives:     10031  2.49%
-# False negatives:    162670  62.86%
-# TCR(l=50): 0.389600  SpamRecall: 37.140%  SpamPrec: 90.549%
+# Correctly non-spam: 395878  97.54%
+# Correctly spam:      99150  37.40%
+# False positives:      9979  2.46%
+# False negatives:    165982  62.60%
+# TCR(l=50): 0.398736  SpamRecall: 37.396%  SpamPrec: 90.856%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  48937  97.38%
-# Correctly spam:      12001  37.12%
-# False positives:      1316  2.62%
-# False negatives:     20331  62.88%
-# TCR(l=50): 0.375382  SpamRecall: 37.118%  SpamPrec: 90.118%
+# Correctly non-spam:  49371  97.54%
+# Correctly spam:      12426  37.46%
+# False positives:      1246  2.46%
+# False negatives:     20742  62.54%
+# TCR(l=50): 0.399412  SpamRecall: 37.464%  SpamPrec: 90.886%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1913791&r1=1913790&r2=1913791&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Nov 15 02:43:11 2023
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 346696  85.157%  (99.518% of non-spam corpus)
-# Correctly spam:      24786  6.088%  (42.187% of spam corpus)
-# False positives:      1679  0.412%  (0.482% of nonspam,  17665 weighted)
-# False negatives:     33967  8.343%  (57.813% of spam,  37633 weighted)
-# Average score for spam:  6.7    nonspam: -0.9
-# Average for false-pos:   6.2  false-neg: 1.1
+# Correctly non-spam: 346501  85.109%  (99.462% of non-spam corpus)
+# Correctly spam:      24745  6.078%  (42.117% of spam corpus)
+# False positives:      1874  0.460%  (0.538% of nonspam,  19335 weighted)
+# False negatives:     34008  8.353%  (57.883% of spam,  37758 weighted)
+# Average score for spam:  6.8    nonspam: -0.8
+# Average for false-pos:   6.1  false-neg: 1.1
 # TOTAL:              407128  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  43232  99.52%
-# Correctly spam:       3095  41.71%
-# False positives:       209  0.48%
-# False negatives:      4325  58.29%
-# TCR(l=50): 0.502200  SpamRecall: 41.712%  SpamPrec: 93.674%
+# Correctly non-spam:  43233  99.52%
+# Correctly spam:       3093  41.69%
+# False positives:       208  0.48%
+# False negatives:      4326  58.31%
+# TCR(l=50): 0.503803  SpamRecall: 41.690%  SpamPrec: 93.699%
 
 ##### 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: 347152  99.65%
-# Correctly spam:      15387  26.19%
+# Correctly spam:      15378  26.17%
 # False positives:      1223  0.35%
-# False negatives:     43366  73.81%
-# TCR(l=50): 0.562144  SpamRecall: 26.189%  SpamPrec: 92.637%
+# False negatives:     43375  73.83%
+# TCR(l=50): 0.562095  SpamRecall: 26.174%  SpamPrec: 92.633%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  43300  99.68%
-# Correctly spam:       1906  25.69%
+# Correctly spam:       1908  25.72%
 # False positives:       141  0.32%
-# False negatives:      5514  74.31%
-# TCR(l=50): 0.590576  SpamRecall: 25.687%  SpamPrec: 93.112%
+# False negatives:      5511  74.28%
+# TCR(l=50): 0.590638  SpamRecall: 25.718%  SpamPrec: 93.119%