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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/07/19 02:48:40 UTC

svn commit: r1911095 [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=1911095&r1=1911094&r2=1911095&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Jul 19 02:48:39 2023
@@ -1,220 +1,226 @@
-# Using score set 0 logs for revision 1911059 from:
-# ham-ena-week0.r1911059.log ham-ena-week1.r1911059.log ham-ena-week2.r1911059.log ham-ena-week3.r1911059.log ham-ena-week4.r1911059.log ham-giovanni-ham.r1911059.log ham-giovanni-spammy.r1911059.log ham-giovanni-spam.r1911059.log ham-grenier.r1911059.log ham-hege.r1911059.log ham-jhardin.r1911059.log ham-llanga.r1911059.log ham-mmiroslaw-mails-ham.r1911059.log ham-mmiroslaw-mails-spam.r1911059.log ham-spamsponge.r1911059.log ham-thendrikx.r1911059.log ham-tsz-corpus.r1911059.log ham-whyscream.r1911059.log spam-ena-week0.r1911059.log spam-ena-week1.r1911059.log spam-ena-week2.r1911059.log spam-ena-week3.r1911059.log spam-ena-week4.r1911059.log spam-giovanni-ham.r1911059.log spam-giovanni-spammy.r1911059.log spam-giovanni-spam.r1911059.log spam-grenier.r1911059.log spam-hege.r1911059.log spam-jhardin.r1911059.log spam-llanga.r1911059.log spam-mmiroslaw-mails-ham.r1911059.log spam-mmiroslaw-mails-spam.r1911059.log spam-spamsponge.r1911059.log spam-thendrikx.r1911059.log spam-tsz-corpu
 s.r1911059.log spam-whyscream.r1911059.log
+# Using score set 0 logs for revision 1911084 from:
+# ham-ena-week0.r1911084.log ham-ena-week1.r1911084.log ham-ena-week2.r1911084.log ham-ena-week3.r1911084.log ham-ena-week4.r1911084.log ham-giovanni-ham.r1911084.log ham-giovanni-spammy.r1911084.log ham-giovanni-spam.r1911084.log ham-grenier.r1911084.log ham-hege.r1911084.log ham-jhardin.r1911084.log ham-llanga.r1911084.log ham-mmiroslaw-mails-ham.r1911084.log ham-mmiroslaw-mails-spam.r1911084.log ham-spamsponge.r1911084.log ham-thendrikx.r1911084.log ham-tsz-corpus.r1911084.log ham-whyscream.r1911084.log spam-ena-week0.r1911084.log spam-ena-week1.r1911084.log spam-ena-week2.r1911084.log spam-ena-week3.r1911084.log spam-ena-week4.r1911084.log spam-giovanni-ham.r1911084.log spam-giovanni-spammy.r1911084.log spam-giovanni-spam.r1911084.log spam-grenier.r1911084.log spam-hege.r1911084.log spam-jhardin.r1911084.log spam-llanga.r1911084.log spam-mmiroslaw-mails-ham.r1911084.log spam-mmiroslaw-mails-spam.r1911084.log spam-spamsponge.r1911084.log spam-thendrikx.r1911084.log spam-tsz-corpu
 s.r1911084.log spam-whyscream.r1911084.log
 
-score ACCT_PHISHING_MANY             2.996
+score ACCT_PHISHING_MANY             2.999
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              2.996
-score AC_HTML_NONSENSE_TAGS          1.997
-score ADMITS_SPAM                    2.896
-score ADVANCE_FEE_2_NEW_FRM_MNY      1.978
-score ADVANCE_FEE_2_NEW_MONEY        1.997
-score ADVANCE_FEE_3_NEW              3.496
+score AC_FROM_MANY_DOTS              2.999
+score AC_HTML_NONSENSE_TAGS          1.999
+score ADMITS_SPAM                    2.899
+score ADVANCE_FEE_2_NEW_FRM_MNY      1.295
+score ADVANCE_FEE_2_NEW_MONEY        1.884
+score ADVANCE_FEE_3_NEW              3.499
 score ADVANCE_FEE_3_NEW_MONEY        0.001
-score ADVANCE_FEE_4_NEW              1.808
+score ADVANCE_FEE_4_NEW              1.802
 score ADVANCE_FEE_4_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_4_NEW_MONEY        1.988
-score ADVANCE_FEE_5_NEW              1.041
-score ADVANCE_FEE_5_NEW_FRM_MNY      1.466
-score ADVANCE_FEE_5_NEW_MONEY        0.984
+score ADVANCE_FEE_4_NEW_MONEY        1.421
+score ADVANCE_FEE_5_NEW              0.999
+score ADVANCE_FEE_5_NEW_FRM_MNY      1.343
+score ADVANCE_FEE_5_NEW_MONEY        0.001
 score AD_PREFS                       0.001
 score AMAZON_IMG_NOT_RCVD_AMZN       0.001
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score AXB_XM_FORGED_OL2600           0.001
-score BIGNUM_EMAILS_MANY             2.996
-score BITCOIN_DEADLINE               2.996
-score BITCOIN_EXTORT_01              4.881
-score BITCOIN_MALF_HTML              3.496
-score BITCOIN_MALWARE                1.392
-score BITCOIN_SPAM_02                0.106
-score BITCOIN_SPAM_03                2.497
-score BITCOIN_SPAM_07                0.750
-score BITCOIN_XPRIO                  0.764
-score BITCOIN_YOUR_INFO              2.996
-score BODY_EMAIL_419_FRAUD_GM        1.125
-score BODY_SINGLE_URI                2.497
-score BODY_SINGLE_WORD               1.667
-score BODY_URI_ONLY                  2.996
-score BOGUS_MIME_VERSION             3.496
-score CK_HELO_GENERIC                0.248
+score AXB_XM_FORGED_OL2600           0.001 # force non-zero
+score BIGNUM_EMAILS_FREEM            0.001
+score BIGNUM_EMAILS_MANY             2.999
+score BITCOIN_DEADLINE               2.999
+score BITCOIN_EXTORT_01              4.758
+score BITCOIN_MALF_HTML              3.499
+score BITCOIN_MALWARE                0.864
+score BITCOIN_SPAM_02                0.976
+score BITCOIN_SPAM_03                1.000
+score BITCOIN_SPAM_07                0.749
+score BITCOIN_XPRIO                  0.272
+score BITCOIN_YOUR_INFO              2.999
+score BODY_EMAIL_419_FRAUD_GM        0.001
+score BODY_SINGLE_URI                2.499
+score BODY_SINGLE_WORD               0.665
+score BODY_URI_ONLY                  2.999
+score BOGUS_MIME_VERSION             3.499
+score CK_HELO_GENERIC                0.249
 score COMPENSATION                   0.001
-score CTE_8BIT_MISMATCH              0.998
+score CTE_8BIT_MISMATCH              0.999
 score DEAR_BENEFICIARY               0.001
-score DOS_BODY_HIGH_NO_MID           0.935
-score DSN_NO_MIMEVERSION             1.997
-score DX_TEXT_03                     0.998
-score DYNAMIC_IMGUR                  1.345
-score ENCRYPTED_MESSAGE              -0.998
-score END_FUTURE_EMAILS              2.497
-score FAKE_REPLY_B                   2.926
-score FILL_THIS_FORM                 1.098
+score DOS_BODY_HIGH_NO_MID           0.947
+score DSN_NO_MIMEVERSION             1.999
+score DX_TEXT_03                     1.000
+score DYNAMIC_IMGUR                  2.621
+score ENCRYPTED_MESSAGE              -0.999
+score END_FUTURE_EMAILS              2.499
+score FAKE_REPLY_B                   1.805
+score FILL_THIS_FORM                 1.099
 score FONT_INVIS_DIRECT              0.001
-score FONT_INVIS_LONG_LINE           2.996
-score FONT_INVIS_MSGID               1.176
-score FONT_INVIS_POSTEXTRAS          3.291
-score FORM_FRAUD                     0.883
+score FONT_INVIS_LONG_LINE           2.999
+score FONT_INVIS_MSGID               1.155
+score FONT_INVIS_POSTEXTRAS          3.286
+score FORM_FRAUD                     0.889
 score FORM_FRAUD_3                   0.001
-score FORM_FRAUD_5                   1.838
-score FREEMAIL_FORGED_FROMDOMAIN     0.248
-score FROMSPACE                      3.096
-score FROM_2_EMAILS_SHORT            2.784
-score FROM_ADDR_WS                   2.996
-score FROM_IN_TO_AND_SUBJ            1.897
-score FROM_MISSPACED                 1.775
+score FORM_FRAUD_5                   1.698
+score FREEMAIL_FORGED_FROMDOMAIN     0.249
+score FROMSPACE                      3.099
+score FROM_2_EMAILS_SHORT            2.807
+score FROM_ADDR_WS                   2.999
+score FROM_IN_TO_AND_SUBJ            1.899
+score FROM_MISSPACED                 1.913
 score FROM_MISSP_DYNIP               0.001
 score FROM_MISSP_EH_MATCH            0.001
-score FROM_MISSP_FREEMAIL            1.631
-score FROM_MISSP_MSFT                0.622
-score FROM_MISSP_REPLYTO             2.497
+score FROM_MISSP_FREEMAIL            2.225
+score FROM_MISSP_MSFT                3.262
+score FROM_MISSP_REPLYTO             2.499
 score FROM_MISSP_USER                0.001
-score FROM_NTLD_LINKBAIT             1.999
-score FROM_SUSPICIOUS_NTLD           0.498
-score FROM_SUSPICIOUS_NTLD_FP        1.997
-score FROM_UNBAL1                    2.497
-score FROM_WSP_TRAIL                 2.696
+score FROM_NTLD_LINKBAIT             0.532
+score FROM_NTLD_REPLY_FREEMAIL       1.133
+score FROM_SUSPICIOUS_NTLD           0.500
+score FROM_SUSPICIOUS_NTLD_FP        1.999
+score FROM_UNBAL1                    2.399
+score FROM_WSP_TRAIL                 2.699
 score FSL_CTYPE_WIN1251              0.001
-score FSL_HELO_FAKE                  0.216
+score FSL_HELO_FAKE                  0.433
 score FSL_NEW_HELO_USER              0.001
 score FUZZY_AMAZON                   0.001
-score FUZZY_WALLET                   1.897
-score GB_CUSTOM_HTM_URI              1.498
-score GB_FAKE_RF_SHORT               1.936
-score GB_FREEMAIL_DISPTO             0.376
-score GOOG_REDIR_HTML_ONLY           1.997
-score GOOG_REDIR_NORDNS              2.497
-score GOOG_STO_NOIMG_HTML            2.996
-score HDRS_MISSP                     2.497
+score FUZZY_SECURITY                 2.799
+score FUZZY_WALLET                   1.899
+score GB_CUSTOM_HTM_URI              1.499
+score GB_FAKE_RF_SHORT               1.941
+score GB_FREEMAIL_DISPTO             0.391
+score GOOG_REDIR_HTML_ONLY           1.999
+score GOOG_REDIR_NORDNS              2.499
+score GOOG_STO_NOIMG_HTML            2.696
+score HDRS_MISSP                     2.453
 score HDR_ORDER_FTSDMCXX_DIRECT      0.001
 score HDR_ORDER_FTSDMCXX_NORDNS      0.001
-score HEADER_FROM_DIFFERENT_DOMAINS  0.248
+score HEADER_FROM_DIFFERENT_DOMAINS  0.249
 score HELO_NO_DOMAIN                 0.001
-score HK_LOTTO                       0.998
-score HK_NAME_MR_MRS                 0.998
+score HK_LOTTO                       0.999
+score HK_NAME_MR_MRS                 0.999
 score HK_RANDOM_ENVFROM              0.001
-score HK_RANDOM_FROM                 0.998
-score HK_RANDOM_REPLYTO              0.998
-score HK_SCAM                        1.997
-score HK_WIN                         0.998
+score HK_RANDOM_FROM                 0.999
+score HK_RANDOM_REPLYTO              0.999
+score HK_SCAM                        1.999
+score HK_WIN                         0.999
 score HOSTED_IMG_DIRECT_MX           0.001
 score HOSTED_IMG_FREEM               2.500
-score HOSTED_IMG_MULTI_PUB_01        2.996
-score HTML_ENTITY_ASCII              2.996
-score HTML_ENTITY_ASCII_TINY         2.770
-score HTML_FONT_TINY_NORDNS          1.998
-score HTML_SINGLET_MANY              2.497
-score HTML_TEXT_INVISIBLE_FONT       1.773
-score HTML_TEXT_INVISIBLE_STYLE      0.103
-score IMG_ONLY_FM_DOM_INFO           2.497
-score KHOP_HELO_FCRDNS               0.398
-score LIST_PARTIAL_SHORT_MSG         0.656
-score LIST_PRTL_SAME_USER            2.996
-score LONGLN_LOW_CONTRAST            2.497
-score LONG_HEX_URI                   2.996
+score HOSTED_IMG_MULTI_PUB_01        2.999
+score HTML_ENTITY_ASCII              2.999
+score HTML_FONT_TINY_NORDNS          1.999
+score HTML_SINGLET_MANY              2.499
+score HTML_TEXT_INVISIBLE_FONT       1.377
+score HTML_TEXT_INVISIBLE_STYLE      0.101
+score IMG_ONLY_FM_DOM_INFO           2.200
+score KHOP_HELO_FCRDNS               0.399
+score LIST_PARTIAL_SHORT_MSG         0.672
+score LIST_PRTL_SAME_USER            2.999
+score LONGLN_LOW_CONTRAST            2.499
+score LONG_HEX_URI                   2.999
 score LONG_IMG_URI                   0.001
-score LONG_INVISIBLE_TEXT            1.467
+score LONG_INVISIBLE_TEXT            1.255
 score LOTS_OF_MONEY                  0.010
-score LOTTO_DEPT                     1.997
+score LOTTO_DEPT                     1.999
 score MALWARE_NORDNS                 0.001
-score MALWARE_PASSWORD               0.001
-score MALW_ATTACH                    2.297
+score MALWARE_PASSWORD               0.362
+score MALW_ATTACH                    2.299
 score MANY_HDRS_LCASE                0.099
 score MILLION_HUNDRED                0.001
-score MILLION_USD                    1.368
+score MILLION_USD                    1.189
 score MIMEOLE_DIRECT_TO_MX           0.001
-score MIXED_CENTER_CASE              2.497
-score MIXED_ES                       2.097
-score MIXED_IMG_CASE                 2.807
+score MIXED_CENTER_CASE              2.499
+score MIXED_ES                       1.999
+score MIXED_IMG_CASE                 2.703
 score MONEY_ATM_CARD                 0.001
-score MONEY_FORM                     0.001
+score MONEY_FORM                     0.001 # force non-zero
 score MONEY_FORM_SHORT               0.001
 score MONEY_FRAUD_3                  0.001
-score MONEY_FRAUD_5                  2.996
+score MONEY_FRAUD_5                  0.201
 score MONEY_FRAUD_8                  0.001
-score MONEY_FREEMAIL_REPTO           2.996
-score MONEY_FROM_41                  1.997
+score MONEY_FREEMAIL_REPTO           2.999
+score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               0.001
-score MSMAIL_PRI_ABNORMAL            0.525
-score MSM_PRIO_REPTO                 2.419
-score NA_DOLLARS                     1.498
+score MSMAIL_PRI_ABNORMAL            0.104
+score MSM_PRIO_REPTO                 1.158
+score NA_DOLLARS                     1.499
 score NICE_REPLY_A                   -0.001
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             2.341
-score OBFU_JVSCR_ESC                 2.596
-score ODD_FREEM_REPTO                2.996
-score PDS_BAD_THREAD_QP_64           0.256
-score PDS_BTC_ID                     0.498
+score NSL_RCVD_HELO_USER             0.001
+score OBFU_JVSCR_ESC                 2.699
+score OBFU_TEXT_ATTACH               1.399
+score ODD_FREEM_REPTO                2.999
+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          1.997
-score PDS_EMPTYSUBJ_URISHRT          1.498
-score PDS_FRNOM_TODOM_DBL_URL        1.498
-score PDS_FRNOM_TODOM_NAKED_TO       1.498
-score PDS_FROM_NAME_TO_DOMAIN        1.997
-score PDS_HP_HELO_NORDNS             0.137
-score PDS_TINYSUBJ_URISHRT           0.001
-score PDS_TONAME_EQ_TOLOCAL_VSHORT   0.998
-score PDS_TO_EQ_FROM_NAME            1.742
-score PHP_ORIG_SCRIPT                2.497
-score PHP_SCRIPT                     2.497
-score PP_MIME_FAKE_ASCII_TEXT        0.998
-score PUMPDUMP                       0.998
-score RAND_MKTG_HEADER               1.997
+score PDS_DBL_URL_TNB_RUNON          1.999
+score PDS_EMPTYSUBJ_URISHRT          1.499
+score PDS_FRNOM_TODOM_DBL_URL        1.499
+score PDS_FRNOM_TODOM_NAKED_TO       1.499
+score PDS_FROM_2_EMAILS              0.442
+score PDS_FROM_NAME_TO_DOMAIN        1.999
+score PDS_HP_HELO_NORDNS             0.192
+score PDS_TINYSUBJ_URISHRT           0.001 # force non-zero
+score PDS_TO_EQ_FROM_NAME            1.745
+score PHP_ORIG_SCRIPT                2.500
+score PHP_SCRIPT                     2.499
+score PP_MIME_FAKE_ASCII_TEXT        0.999
+score PUMPDUMP                       1.000
+score RAND_MKTG_HEADER               1.999
 score RATWARE_NO_RDNS                0.001
-score REPTO_419_FRAUD_GM             2.996
-score REPTO_419_FRAUD_GM_LOOSE       0.998
-score RISK_FREE                      1.062
-score SCC_BODY_SINGLE_WORD           0.078
-score SCC_CANSPAM_2                  3.895
-score SCC_ISEMM_LID_1B               1.498
-score SCC_SPAMMER_ADDR_2             1.398
-score SENDGRID_REDIR                 1.498
-score SERGIO_SUBJECT_PORN014         2.896
-score SERGIO_SUBJECT_VIAGRA01        2.175
-score SHOPIFY_IMG_NOT_RCVD_SFY       2.497
+score REPTO_419_FRAUD_GM             2.999
+score REPTO_419_FRAUD_GM_LOOSE       0.999
+score RISK_FREE                      1.120
+score SCC_BODY_SINGLE_WORD           1.083
+score SCC_CANSPAM_2                  3.899
+score SCC_ISEMM_LID_1B               1.499
+score SCC_SPAMMER_ADDR_2             0.929
+score SENDGRID_REDIR                 1.499
+score SERGIO_SUBJECT_PORN014         2.899
+score SERGIO_SUBJECT_VIAGRA01        2.196
+score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
 score SHORTENER_SHORT_IMG            0.001
-score SHORT_SHORTNER                 1.997
-score SPOOFED_FREEMAIL_NO_RDNS       0.749
-score SPOOF_GMAIL_MID                1.498
+score SHORT_SHORTNER                 1.999
+score SPOOFED_FREEMAIL_NO_RDNS       0.477
+score SPOOF_GMAIL_MID                1.499
 score STATIC_XPRIO_OLE               0.001
-score STOX_BOUND_090909_B            1.322
-score SUBJ_BROKEN_WORD               0.891
+score STOX_BOUND_090909_B            1.617
+score SUBJ_BROKEN_WORD               2.083
 score SUSP_UTF8_WORD_COMBO           2.261
-score SUSP_UTF8_WORD_FROM            1.997
-score THIS_AD                        1.198
-score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.498
+score SUSP_UTF8_WORD_FROM            1.999
+score THIS_AD                        1.299
+score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
 score TO_EQ_FM_DIRECT_MX             0.001
-score TO_EQ_FM_DOM_HTML_IMG          3.796
+score TO_EQ_FM_DOM_HTML_IMG          3.799
 score TO_EQ_FM_DOM_HTML_ONLY         0.001
-score TO_IN_SUBJ                     0.098
-score TO_NAME_SUBJ_NO_RDNS           2.748
-score TO_NO_BRKTS_FROM_MSSP          2.497
-score TO_NO_BRKTS_HTML_IMG           1.997
-score TO_NO_BRKTS_HTML_ONLY          1.997
-score TO_NO_BRKTS_MSFT               1.758
-score TO_NO_BRKTS_NORDNS_HTML        1.490
-score TO_NO_BRKTS_PCNT               2.497
-score TVD_IP_HEX                     2.101
-score TVD_IP_SING_HEX                1.055
-score TVD_SPACE_ENCODED              2.497
-score TVD_SPACE_RATIO_MINFP          1.103
-score UNDISC_FREEM                   3.096
-score UNDISC_MONEY                   3.096
-score UNICODE_OBFU_ASC               2.497
-score URI_GOOGLE_PROXY               2.596
-score URI_HEX_IP                     0.859
-score URI_ONLY_MSGID_MALF            0.845
-score URI_PHISH                      3.995
-score URI_PHP_REDIR                  3.496
-score URI_TRY_3LD                    1.997
-score URI_WP_HACKED                  3.005
-score URI_WP_HACKED_2                2.497
-score VFY_ACCT_NORDNS                2.999
-score WORD_INVIS                     1.556
-score WORD_INVIS_MANY                2.996
-score XM_RANDOM                      0.986
-score XM_RECPTID                     2.996
-score XPRIO                          2.247
-score YOUR_PERMISSION                2.596
+score TO_IN_SUBJ                     0.099
+score TO_NAME_SUBJ_NO_RDNS           2.973
+score TO_NO_BRKTS_FROM_MSSP          2.499
+score TO_NO_BRKTS_HTML_IMG           1.999
+score TO_NO_BRKTS_HTML_ONLY          1.999
+score TO_NO_BRKTS_MSFT               1.233
+score TO_NO_BRKTS_NORDNS_HTML        1.503
+score TO_NO_BRKTS_PCNT               2.499
+score TVD_IP_HEX                     2.047
+score TVD_IP_SING_HEX                0.699
+score TVD_SPACE_ENCODED              2.499
+score TVD_SPACE_RATIO_MINFP          1.102
+score UNDISC_FREEM                   3.099
+score UNDISC_MONEY                   3.099
+score UNICODE_OBFU_ASC               2.499
+score URI_DOTEDU                     1.999
+score URI_GOOGLE_PROXY               2.399
+score URI_HEX_IP                     1.970
+score URI_ONLY_MSGID_MALF            0.679
+score URI_PHISH                      3.999
+score URI_PHP_REDIR                  3.499
+score URI_TRY_3LD                    1.999
+score URI_WPADMIN                    2.299
+score URI_WP_HACKED                  1.675
+score URI_WP_HACKED_2                2.500
+score VFY_ACCT_NORDNS                2.634
+score WORD_INVIS                     1.583
+score WORD_INVIS_MANY                2.999
+score XFER_LOTSA_MONEY               0.999
+score XM_RANDOM                      0.996
+score XM_RECPTID                     2.999
+score XPRIO                          2.249
+score YOUR_PERMISSION                2.599
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -231,7 +237,6 @@ score ALIBABA_IMG_NOT_RCVD_ALI       1.0
 score APP_DEVELOPMENT_FREEM          1.000
 score APP_DEVELOPMENT_NORDNS         1.000
 score BEBEE_IMG_NOT_RCVD_BB          1.000
-score BIGNUM_EMAILS_FREEM            1.000
 score BITCOIN_BOMB                   1.000
 score BITCOIN_EXTORT_02              1.000
 score BITCOIN_IMGUR                  1.000
@@ -268,7 +273,6 @@ score FONT_INVIS_NORDNS              1.0
 score FOUND_YOU                      1.000
 score FREEM_FRNUM_UNICD_EMPTY        1.000
 score FRNAME_IN_MSG_XPRIO_NO_SUB     1.000
-score FROM_NTLD_REPLY_FREEMAIL       1.000
 score GAPPY_SALES_LEADS_FREEM        1.000
 score GB_FORGED_MUA_POSTFIX          1.000
 score GB_FREEMAIL_DISPTO_NOTFREEM    0.500
@@ -285,12 +289,12 @@ score GOOG_STO_IMG_HTML              1.0
 score GOOG_STO_IMG_NOHTML            1.000
 score HAS_X_NO_RELAY                 1.000
 score HAS_X_OUTGOING_SPAM_STAT       1.000
-score HDRS_LCASE                     0.100
 score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
 score HK_RCVD_IP_MULTICAST           1.000
 score HOSTED_IMG_DQ_UNSUB            1.000
 score HOSTED_IMG_MULTI               1.000
+score HTML_ENTITY_ASCII_TINY         1.000
 score HTML_OFF_PAGE                  1.000
 score HTML_SHRT_CMNT_OBFU_MANY       1.000
 score JH_SPAMMY_HEADERS              1.000
@@ -359,7 +363,6 @@ score URI_ADOBESPARK                 1.0
 score URI_AZURE_CLOUDAPP             1.000
 score URI_DASHGOVEDU                 1.000
 score URI_DATA                       1.000
-score URI_DOTEDU                     1.000
 score URI_DOTEDU_ENTITY              1.000
 score URI_FIREBASEAPP                1.000
 score URI_GOOG_STO_SPAMMY            3.000

Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1911095&r1=1911094&r2=1911095&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jul 19 02:48:39 2023
@@ -6,68 +6,68 @@ score AC_BR_BONANZA                  0.0
 score AC_DIV_BONANZA                 0.001 # force non-zero
 score AC_FROM_MANY_DOTS              2.999
 score AC_HTML_NONSENSE_TAGS          1.999
-score ADMITS_SPAM                    0.001 # force non-zero
+score ADMITS_SPAM                    0.001
 score ADVANCE_FEE_2_NEW_MONEY        1.999
 score ADVANCE_FEE_3_NEW              3.267
 score ADVANCE_FEE_3_NEW_MONEY        0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY      1.586
-score ADVANCE_FEE_4_NEW_MONEY        2.281
-score ADVANCE_FEE_5_NEW_FRM_MNY      2.351
-score ADVANCE_FEE_5_NEW_MONEY        0.606
-score AD_PREFS                       0.284
+score ADVANCE_FEE_4_NEW_FRM_MNY      2.163
+score ADVANCE_FEE_4_NEW_MONEY        2.361
+score ADVANCE_FEE_5_NEW_FRM_MNY      2.284
+score ADVANCE_FEE_5_NEW_MONEY        0.603
+score AD_PREFS                       0.499
 score AMAZON_IMG_NOT_RCVD_AMZN       0.001
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
 score BIGNUM_EMAILS_MANY             2.999
-score BITCOIN_DEADLINE               2.789
-score BITCOIN_EXTORT_01              3.990
-score BITCOIN_MALF_HTML              3.500
+score BITCOIN_DEADLINE               2.369
+score BITCOIN_EXTORT_01              4.641
+score BITCOIN_MALF_HTML              3.499
 score BITCOIN_MALWARE                0.001
-score BITCOIN_SPAM_02                1.445
-score BITCOIN_SPAM_05                1.659
-score BITCOIN_SPAM_07                1.108
-score BITCOIN_XPRIO                  0.717
-score BITCOIN_YOUR_INFO              2.279
-score BODY_SINGLE_URI                2.500
+score BITCOIN_SPAM_02                1.313
+score BITCOIN_SPAM_05                1.952
+score BITCOIN_SPAM_07                1.201
+score BITCOIN_XPRIO                  0.223
+score BITCOIN_YOUR_INFO              2.412
+score BODY_SINGLE_URI                2.499
 score BODY_SINGLE_WORD               0.001
 score BODY_URI_ONLY                  2.999
-score CK_HELO_GENERIC                0.249
+score CK_HELO_GENERIC                0.250
 score CTE_8BIT_MISMATCH              0.001
 score DEAR_BENEFICIARY               0.001
-score DKIMWL_BL                      2.662
+score DKIMWL_BL                      2.668
 score DKIMWL_WL_HIGH                 -0.001
-score DKIMWL_WL_MED                  -0.001 # force non-zero
+score DKIMWL_WL_MED                  -0.001
 score DKIMWL_WL_MEDHI                -0.001
-score DOS_BODY_HIGH_NO_MID           0.001
+score DOS_BODY_HIGH_NO_MID           0.001 # force non-zero
 score DX_TEXT_03                     1.299
 score END_FUTURE_EMAILS              2.499
-score FILL_THIS_FORM                 0.834
+score FILL_THIS_FORM                 0.899
 score FONT_INVIS_DIRECT              0.001
 score FONT_INVIS_LONG_LINE           2.999
 score FONT_INVIS_MSGID               0.001
-score FONT_INVIS_POSTEXTRAS          3.299
+score FONT_INVIS_POSTEXTRAS          3.297
 score FORGED_SPF_HELO                0.978
 score FORM_FRAUD                     0.836
-score FORM_FRAUD_5                   1.201
+score FORM_FRAUD_5                   1.284
 score FREEMAIL_FORGED_FROMDOMAIN     0.249
 score FROMSPACE                      2.199
-score FROM_2_EMAILS_SHORT            1.708
-score FROM_ADDR_WS                   2.145
-score FROM_FMBLA_NEWDOM28            0.799
+score FROM_2_EMAILS_SHORT            1.709
+score FROM_ADDR_WS                   2.148
+score FROM_FMBLA_NEWDOM28            0.800
 score FROM_GOV_DKIM_AU               -0.001
-score FROM_IN_TO_AND_SUBJ            1.420
+score FROM_IN_TO_AND_SUBJ            1.835
 score FROM_MISSPACED                 0.001
-score FROM_MISSP_DYNIP               2.035
+score FROM_MISSP_DYNIP               2.026
 score FROM_MISSP_EH_MATCH            0.001
-score FROM_MISSP_FREEMAIL            0.096
+score FROM_MISSP_FREEMAIL            0.200
 score FROM_MISSP_MSFT                0.001
 score FROM_MISSP_REPLYTO             0.001
-score FROM_MISSP_SPF_FAIL            1.229
+score FROM_MISSP_SPF_FAIL            1.228
 score FROM_MISSP_USER                0.001
-score FROM_PAYPAL_SPOOF              0.302
+score FROM_PAYPAL_SPOOF              1.599
 score FROM_SUSPICIOUS_NTLD           0.001
 score FROM_SUSPICIOUS_NTLD_FP        1.999
 score FROM_WSP_TRAIL                 2.499
-score FSL_BULK_SIG                   0.001
+score FSL_BULK_SIG                   0.001 # force non-zero
 score FSL_CTYPE_WIN1251              0.001
 score FSL_HELO_FAKE                  0.001
 score FSL_NEW_HELO_USER              0.001
@@ -78,42 +78,43 @@ score GB_FREEMAIL_DISPTO             0.0
 score GB_HASHBL_BTC                  0.001
 score GOOG_REDIR_HTML_ONLY           1.999
 score GOOG_REDIR_NORDNS              3.199
-score GOOG_STO_NOIMG_HTML            2.948
-score HAS_X_OUTGOING_SPAM_STAT       0.794
+score GOOG_STO_NOIMG_HTML            2.949
+score HAS_X_OUTGOING_SPAM_STAT       0.796
 score HDRS_MISSP                     0.001
 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                       0.001 # force non-zero
 score HK_NAME_MR_MRS                 0.999
-score HK_RANDOM_ENVFROM              0.001 # force non-zero
+score HK_RANDOM_ENVFROM              0.001
 score HK_RANDOM_FROM                 0.001
 score HK_RANDOM_REPLYTO              0.999
-score HK_SCAM                        2.000
+score HK_SCAM                        1.999
 score HOSTED_IMG_DIRECT_MX           0.001
 score HOSTED_IMG_FREEM               3.214
 score HOSTED_IMG_MULTI_PUB_01        2.999
-score HTML_ENTITY_ASCII              2.999
+score HTML_ENTITY_ASCII              3.000
 score HTML_ENTITY_ASCII_TINY         2.999
 score HTML_FONT_TINY_NORDNS          0.001
-score HTML_OFF_PAGE                  0.001 # force non-zero
+score HTML_OFF_PAGE                  0.001
 score HTML_SINGLET_MANY              2.499
-score HTML_TEXT_INVISIBLE_FONT       1.752
-score HTML_TEXT_INVISIBLE_STYLE      0.895
+score HTML_TEXT_INVISIBLE_FONT       1.751
+score HTML_TEXT_INVISIBLE_STYLE      0.892
 score JH_SPAMMY_HEADERS              3.499
-score KHOP_HELO_FCRDNS               0.001 # force non-zero
+score KHOP_HELO_FCRDNS               0.001
 score LIST_PARTIAL_SHORT_MSG         0.001
 score LONGLN_LOW_CONTRAST            0.001
-score LONG_HEX_URI                   3.000
+score LONG_HEX_URI                   2.999
 score LONG_IMG_URI                   0.001
-score LONG_INVISIBLE_TEXT            1.698
+score LONG_INVISIBLE_TEXT            1.695
 score LOTS_OF_MONEY                  0.010
 score LOTTO_DEPT                     1.999
-score MALWARE_NORDNS                 0.001 # force non-zero
-score MALWARE_PASSWORD               3.499
+score MALWARE_NORDNS                 0.001
+score MALWARE_PASSWORD               3.027
 score MILLION_HUNDRED                0.001
-score MILLION_USD                    1.486
-score MIMEOLE_DIRECT_TO_MX           0.001
+score MILLION_USD                    1.410
+score MIMEOLE_DIRECT_TO_MX           0.001 # force non-zero
 score MIXED_ES                       1.799
 score MONEY_ATM_CARD                 0.001
 score MONEY_FORM                     0.001
@@ -121,51 +122,52 @@ score MONEY_FORM_SHORT               0.0
 score MONEY_FRAUD_3                  0.001
 score MONEY_FRAUD_5                  0.001
 score MONEY_FRAUD_8                  0.001
-score MONEY_FREEMAIL_REPTO           1.443
+score MONEY_FREEMAIL_REPTO           1.437
 score MONEY_FROM_MISSP               0.001
-score MSMAIL_PRI_ABNORMAL            0.855
+score MSMAIL_PRI_ABNORMAL            1.499
 score NA_DOLLARS                     1.499
-score NICE_REPLY_A                   -0.095
+score NICE_REPLY_A                   -0.089
 score NO_FM_NAME_IP_HOSTN            0.001
-score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             0.612
-score OBFU_TEXT_ATTACH               1.447
-score ODD_FREEM_REPTO                2.871
+score NSL_RCVD_FROM_USER             0.001 # force non-zero
+score NSL_RCVD_HELO_USER             1.287
+score OBFU_TEXT_ATTACH               0.249
+score ODD_FREEM_REPTO                2.930
 score PDS_BAD_THREAD_QP_64           0.999
 score PDS_BTC_ID                     0.001
 score PDS_BTC_MSGID                  0.001
-score PDS_EMPTYSUBJ_URISHRT          0.596
+score PDS_EMPTYSUBJ_URISHRT          0.578
 score PDS_FRNOM_TODOM_DBL_URL        1.499
 score PDS_FRNOM_TODOM_NAKED_TO       1.499
+score PDS_FROM_2_EMAILS              3.100
 score PDS_FROM_NAME_TO_DOMAIN        1.999
-score PDS_HP_HELO_NORDNS             0.001
-score PDS_TINYSUBJ_URISHRT           0.001
+score PDS_HP_HELO_NORDNS             0.001 # force non-zero
+score PDS_TINYSUBJ_URISHRT           0.018
 score PDS_TO_EQ_FROM_NAME            0.001
-score PHP_ORIG_SCRIPT                0.310
+score PHP_ORIG_SCRIPT                0.231
 score PHP_SCRIPT                     2.499
 score PP_MIME_FAKE_ASCII_TEXT        0.001
-score RAND_MKTG_HEADER               1.501
-score RATWARE_NO_RDNS                0.001
+score RAND_MKTG_HEADER               1.493
+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               1.499
-score SENDGRID_REDIR                 1.006
+score SENDGRID_REDIR                 1.007
 score SERGIO_SUBJECT_PORN014         0.001
-score SERGIO_SUBJECT_VIAGRA01        3.117
+score SERGIO_SUBJECT_VIAGRA01        1.664
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
 score SHORT_SHORTNER                 1.999
-score SPOOFED_FREEMAIL               0.001
+score SPOOFED_FREEMAIL               0.001 # force non-zero
 score SPOOFED_FREEMAIL_NO_RDNS       0.001 # force non-zero
 score SPOOFED_FREEM_REPTO            0.001
 score SPOOF_GMAIL_MID                0.001
 score STATIC_XPRIO_OLE               0.001
-score STOX_BOUND_090909_B            0.879
-score SUBJ_BROKEN_WORD               1.121
+score STOX_BOUND_090909_B            1.795
+score SUBJ_BROKEN_WORD               0.960
 score SUSP_UTF8_WORD_FROM            1.999
 score THIS_AD                        1.099
 score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
-score TO_EQ_FM_DIRECT_MX             0.630
+score TO_EQ_FM_DIRECT_MX             0.535
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
 score TO_EQ_FM_SPF_FAIL              0.001
 score TO_IN_SUBJ                     0.099
@@ -173,28 +175,28 @@ score TO_NAME_SUBJ_NO_RDNS           2.9
 score TO_NO_BRKTS_FROM_MSSP          2.499
 score TO_NO_BRKTS_HTML_IMG           1.999
 score TO_NO_BRKTS_HTML_ONLY          1.999
-score TO_NO_BRKTS_MSFT               0.744
+score TO_NO_BRKTS_MSFT               0.746
 score TO_NO_BRKTS_NORDNS_HTML        1.999
 score TO_NO_BRKTS_PCNT               2.499
-score TVD_IP_HEX                     2.436
-score TVD_SPACE_ENCODED              0.001
+score TVD_IP_HEX                     2.599
+score TVD_SPACE_ENCODED              0.001 # force non-zero
 score TVD_SPACE_RATIO_MINFP          0.001
 score UNDISC_FREEM                   2.699
-score UNDISC_MONEY                   3.099
+score UNDISC_MONEY                   3.100
 score UNICODE_OBFU_ASC               2.499
 score URI_GOOGLE_PROXY               2.799
-score URI_ONLY_MSGID_MALF            0.213
+score URI_ONLY_MSGID_MALF            1.815
 score URI_PHISH                      3.999
 score URI_TRY_3LD                    1.999
-score URI_WP_HACKED                  2.518
+score URI_WP_HACKED                  2.519
 score URI_WP_HACKED_2                2.499
 score VFY_ACCT_NORDNS                2.999
-score WORD_INVIS                     2.345
+score WORD_INVIS                     2.343
 score WORD_INVIS_MANY                3.000
 score XM_RANDOM                      0.001
 score XM_RECPTID                     2.999
 score XPRIO                          0.001
-score YOUR_PERMISSION                2.044
+score YOUR_PERMISSION                1.655
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -285,7 +287,6 @@ score GOOG_STO_IMG_NOHTML            1.0
 score HAS_X_NO_RELAY                 1.000
 score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
-score HK_LOTTO                       1.000
 score HK_RCVD_IP_MULTICAST           1.000
 score HK_WIN                         1.000
 score HOSTED_IMG_DQ_UNSUB            1.000
@@ -319,7 +320,6 @@ score NEW_PRODUCTS                   1.0
 score OBFU_BITCOIN                   1.000
 score PDS_DBL_URL_TNB_RUNON          1.000
 score PDS_HELO_SPF_FAIL              1.000
-score PDS_TONAME_EQ_TOLOCAL_VSHORT   1.000
 score PHISH_AZURE_CLOUDAPP           3.500
 score PHISH_FBASEAPP                 1.000
 score PHP_NOVER_MUA                  1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1911095&r1=1911094&r2=1911095&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jul 19 02:48:39 2023
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 396477  50.195%  (99.196% of non-spam corpus)
-# Correctly spam:     198445  25.124%  (50.859% of spam corpus)
-# False positives:      3213  0.407%  (0.804% of nonspam, 104125 weighted)
-# False negatives:    191743  24.275%  (49.141% of spam, 392200 weighted)
-# Average score for spam:  7.2    nonspam: 0.7
-# Average for false-pos:   6.6  false-neg: 2.0
-# TOTAL:              789878  100.00%
+# Correctly non-spam: 397270  49.609%  (99.183% of non-spam corpus)
+# Correctly spam:     223174  27.869%  (55.757% of spam corpus)
+# False positives:      3272  0.409%  (0.817% of nonspam, 113130 weighted)
+# False negatives:    177085  22.113%  (44.243% of spam, 304185 weighted)
+# Average score for spam:  7.1    nonspam: 0.7
+# Average for false-pos:   6.9  false-neg: 1.7
+# TOTAL:              800801  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  49434  99.15%
-# Correctly spam:      24878  51.15%
-# False positives:       424  0.85%
-# False negatives:     23763  48.85%
-# TCR(l=50): 1.081801  SpamRecall: 51.146%  SpamPrec: 98.324%
+# Correctly non-spam:  49565  99.20%
+# Correctly spam:      25216  50.50%
+# False positives:       402  0.80%
+# False negatives:     24720  49.50%
+# TCR(l=50): 1.114145  SpamRecall: 50.497%  SpamPrec: 98.431%
 
 ##### 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: 390722  97.76%
-# Correctly spam:     125598  32.19%
-# False positives:      8968  2.24%
-# False negatives:    264590  67.81%
-# TCR(l=50): 0.547256  SpamRecall: 32.189%  SpamPrec: 93.336%
+# Correctly non-spam: 391535  97.75%
+# Correctly spam:     128408  32.08%
+# False positives:      9007  2.25%
+# False negatives:    271851  67.92%
+# TCR(l=50): 0.554221  SpamRecall: 32.081%  SpamPrec: 93.445%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  48690  97.66%
-# Correctly spam:      15717  32.31%
-# False positives:      1168  2.34%
-# False negatives:     32924  67.69%
-# TCR(l=50): 0.532620  SpamRecall: 32.312%  SpamPrec: 93.083%
+# Correctly non-spam:  48855  97.77%
+# Correctly spam:      15886  31.81%
+# False positives:      1112  2.23%
+# False negatives:     34050  68.19%
+# TCR(l=50): 0.557011  SpamRecall: 31.813%  SpamPrec: 93.458%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1911095&r1=1911094&r2=1911095&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jul 19 02:48:39 2023
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 372637  76.646%  (98.882% of non-spam corpus)
-# Correctly spam:      77212  15.881%  (70.622% of spam corpus)
-# False positives:      4213  0.867%  (1.118% of nonspam, 140537 weighted)
-# False negatives:     32120  6.607%  (29.378% of spam,  24949 weighted)
-# Average score for spam:  14.8    nonspam: -0.3
-# Average for false-pos:   11.5  false-neg: 0.8
+# Correctly non-spam: 372532  76.624%  (98.854% of non-spam corpus)
+# Correctly spam:      77219  15.883%  (70.628% of spam corpus)
+# False positives:      4318  0.888%  (1.146% of nonspam, 142059 weighted)
+# False negatives:     32113  6.605%  (29.372% of spam,  25153 weighted)
+# Average score for spam:  15.0    nonspam: -0.3
+# Average for false-pos:   11.3  false-neg: 0.8
 # TOTAL:              486182  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  46444  98.86%
-# Correctly spam:       9723  70.41%
-# False positives:       537  1.14%
-# False negatives:      4087  29.59%
-# TCR(l=50): 0.446391  SpamRecall: 70.406%  SpamPrec: 94.766%
+# Correctly non-spam:  46441  98.85%
+# Correctly spam:       9725  70.42%
+# False positives:       540  1.15%
+# False negatives:      4085  29.58%
+# TCR(l=50): 0.444266  SpamRecall: 70.420%  SpamPrec: 94.739%
 
 ##### 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: 373297  99.06%
-# Correctly spam:      69714  63.76%
+# Correctly spam:      69690  63.74%
 # False positives:      3553  0.94%
-# False negatives:     39618  36.24%
-# TCR(l=50): 0.503213  SpamRecall: 63.764%  SpamPrec: 95.151%
+# False negatives:     39642  36.26%
+# TCR(l=50): 0.503157  SpamRecall: 63.742%  SpamPrec: 95.149%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  46530  99.04%
-# Correctly spam:       8835  63.98%
+# Correctly spam:       8847  64.06%
 # False positives:       451  0.96%
-# False negatives:      4975  36.02%
-# TCR(l=50): 0.501726  SpamRecall: 63.975%  SpamPrec: 95.143%
+# False negatives:      4963  35.94%
+# TCR(l=50): 0.501945  SpamRecall: 64.062%  SpamPrec: 95.149%