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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2024/02/23 02:45:55 UTC

svn commit: r1915961 [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=1915961&r1=1915960&r2=1915961&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Feb 23 02:45:55 2024
@@ -1,238 +1,239 @@
-# Using score set 0 logs for revision 1915916 from:
-# ham-ena-week0.r1915916.log ham-ena-week1.r1915916.log ham-ena-week2.r1915916.log ham-ena-week3.r1915916.log ham-ena-week4.r1915916.log ham-giovanni-ham.r1915916.log ham-giovanni-spammy.r1915916.log ham-giovanni-spam.r1915916.log ham-grenier.r1915916.log ham-hege.r1915916.log ham-jhardin.r1915916.log ham-llanga.r1915916.log ham-mmiroslaw-mails-ham.r1915916.log ham-mmiroslaw-mails-spam.r1915916.log ham-spamsponge.r1915916.log ham-tsz-corpus.r1915916.log ham-whyscream.r1915916.log spam-ena-week0.r1915916.log spam-ena-week1.r1915916.log spam-ena-week2.r1915916.log spam-ena-week3.r1915916.log spam-ena-week4.r1915916.log spam-giovanni-ham.r1915916.log spam-giovanni-spammy.r1915916.log spam-giovanni-spam.r1915916.log spam-grenier.r1915916.log spam-hege.r1915916.log spam-jhardin.r1915916.log spam-llanga.r1915916.log spam-mmiroslaw-mails-ham.r1915916.log spam-mmiroslaw-mails-spam.r1915916.log spam-spamsponge.r1915916.log spam-tsz-corpus.r1915916.log spam-whyscream.r1915916.log
+# Using score set 0 logs for revision 1915944 from:
+# ham-ena-week0.r1915944.log ham-ena-week1.r1915944.log ham-ena-week2.r1915944.log ham-ena-week3.r1915944.log ham-ena-week4.r1915944.log ham-giovanni-ham.r1915944.log ham-giovanni-spammy.r1915944.log ham-giovanni-spam.r1915944.log ham-grenier.r1915944.log ham-hege.r1915944.log ham-jhardin.r1915944.log ham-llanga.r1915944.log ham-mmiroslaw-mails-ham.r1915944.log ham-mmiroslaw-mails-spam.r1915944.log ham-spamsponge.r1915944.log ham-tsz-corpus.r1915944.log ham-whyscream.r1915944.log spam-ena-week0.r1915944.log spam-ena-week1.r1915944.log spam-ena-week2.r1915944.log spam-ena-week3.r1915944.log spam-ena-week4.r1915944.log spam-giovanni-ham.r1915944.log spam-giovanni-spammy.r1915944.log spam-giovanni-spam.r1915944.log spam-grenier.r1915944.log spam-hege.r1915944.log spam-jhardin.r1915944.log spam-llanga.r1915944.log spam-mmiroslaw-mails-ham.r1915944.log spam-mmiroslaw-mails-spam.r1915944.log spam-spamsponge.r1915944.log spam-tsz-corpus.r1915944.log spam-whyscream.r1915944.log
 
-score ACCT_PHISHING_MANY             2.999
+score ACCT_PHISHING_MANY             2.556
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              2.499
 score AC_HTML_NONSENSE_TAGS          1.999
 score AC_POST_EXTRAS                 0.001
-score ADMITS_SPAM                    3.299
-score ADVANCE_FEE_2_NEW_FRM_MNY      2.499
-score ADVANCE_FEE_2_NEW_MONEY        2.000
+score ADMITS_SPAM                    3.199
+score ADVANCE_FEE_2_NEW_FRM_MNY      2.465
+score ADVANCE_FEE_2_NEW_MONEY        1.999
 score ADVANCE_FEE_3_NEW              3.499
 score ADVANCE_FEE_3_NEW_MONEY        0.001 # force non-zero
+score ADVANCE_FEE_4_NEW_FRM_MNY      1.974
 score ADVANCE_FEE_4_NEW_MONEY        0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY      2.707
-score ADVANCE_FEE_5_NEW_MONEY        0.001
-score AD_PREFS                       0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
+score ADVANCE_FEE_5_NEW_MONEY        1.139
+score AD_PREFS                       0.001
 score AMAZON_IMG_NOT_RCVD_AMZN       2.499
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score AXB_X_FF_SEZ_S                 3.437
-score BITCOIN_DEADLINE               2.350
-score BITCOIN_EXTORT_01              4.639
-score BITCOIN_MALWARE                3.359
-score BITCOIN_ONAN                   0.182
-score BITCOIN_SPAM_02                2.500
+score AXB_X_FF_SEZ_S                 3.445
+score BITCOIN_DEADLINE               2.682
+score BITCOIN_EXTORT_01              2.117
+score BITCOIN_MALWARE                3.309
+score BITCOIN_ONAN                   0.990
+score BITCOIN_SPAM_02                2.499
 score BITCOIN_SPAM_03                2.499
-score BITCOIN_SPAM_07                2.956
+score BITCOIN_SPAM_07                1.539
 score BITCOIN_SPAM_09                1.499
-score BITCOIN_TOEQFM                 3.499
-score BITCOIN_VISTA                  2.138
+score BITCOIN_TOEQFM                 2.965
+score BITCOIN_VISTA                  0.001
 score BITCOIN_XPRIO                  2.499
-score BODY_SINGLE_URI                2.499
-score BODY_SINGLE_WORD               0.001
-score BODY_URI_ONLY                  0.228
+score BODY_SINGLE_URI                1.285
+score BODY_SINGLE_WORD               1.211
+score BODY_URI_ONLY                  0.351
 score BOGUS_MIME_VERSION             3.499
-score CK_HELO_GENERIC                0.250
+score BOGUS_MSM_HDRS                 1.199
+score CK_HELO_GENERIC                0.249
 score COMPENSATION                   1.499
-score CTE_8BIT_MISMATCH              1.000
-score DATE_IN_FUTURE_Q_PLUS          2.581
-score DEAR_BENEFICIARY               3.100
+score CTE_8BIT_MISMATCH              0.999
+score DATE_IN_FUTURE_Q_PLUS          3.071
+score DEAR_BENEFICIARY               3.099
 score DSN_NO_MIMEVERSION             1.999
 score ENCRYPTED_MESSAGE              -0.999
 score END_FUTURE_EMAILS              2.499
 score FACEBOOK_IMG_NOT_RCVD_FB       1.999
-score FILL_THIS_FORM                 0.485
-score FONT_INVIS_DIRECT              0.001
-score FONT_INVIS_HTML_NOHTML         1.758
-score FONT_INVIS_LONG_LINE           2.751
-score FONT_INVIS_MSGID               2.500
-score FONT_INVIS_NORDNS              0.001 # force non-zero
-score FONT_INVIS_POSTEXTRAS          2.590
-score FORM_FRAUD                     1.000
-score FORM_FRAUD_3                   2.246
-score FORM_FRAUD_5                   0.744
-score FREEMAIL_FORGED_FROMDOMAIN     0.001
-score FROM_ADDR_WS                   2.356
-score FROM_IN_TO_AND_SUBJ            1.699
+score FILL_THIS_FORM                 0.801
+score FONT_INVIS_DIRECT              0.001 # force non-zero
+score FONT_INVIS_HTML_NOHTML         2.365
+score FONT_INVIS_LONG_LINE           2.691
+score FONT_INVIS_MSGID               2.499
+score FONT_INVIS_NORDNS              0.001
+score FONT_INVIS_POSTEXTRAS          2.750
+score FORM_FRAUD                     0.999
+score FORM_FRAUD_3                   1.987
+score FORM_FRAUD_5                   0.899
+score FREEMAIL_FORGED_FROMDOMAIN     0.001 # force non-zero
+score FROM_ADDR_WS                   2.013
+score FROM_IN_TO_AND_SUBJ            1.799
 score FROM_MISSPACED                 1.999
-score FROM_MISSP_DYNIP               0.001
-score FROM_MISSP_EH_MATCH            1.900
-score FROM_MISSP_FREEMAIL            2.794
+score FROM_MISSP_DYNIP               1.668
+score FROM_MISSP_EH_MATCH            1.999
+score FROM_MISSP_FREEMAIL            2.304
 score FROM_MISSP_MSFT                1.639
-score FROM_MISSP_PHISH               0.933
+score FROM_MISSP_PHISH               2.845
 score FROM_MISSP_REPLYTO             2.499
-score FROM_MISSP_TO_UNDISC           1.392
+score FROM_MISSP_TO_UNDISC           2.955
 score FROM_MISSP_USER                0.001
 score FROM_MISSP_XPRIO               2.499
-score FROM_SUSPICIOUS_NTLD           0.499
-score FROM_SUSPICIOUS_NTLD_FP        1.999
-score FROM_UNBAL2                    2.299
-score FROM_WSP_TRAIL                 2.799
-score FSL_CTYPE_WIN1251              0.001 # force non-zero
-score FSL_HAS_TINYURL                2.999
+score FROM_SUSPICIOUS_NTLD           0.500
+score FROM_SUSPICIOUS_NTLD_FP        2.000
+score FROM_UNBAL1                    2.231
+score FROM_WSP_TRAIL                 2.699
+score FSL_CTYPE_WIN1251              0.001
+score FSL_HAS_TINYURL                3.000
 score FSL_NEW_HELO_USER              0.001
 score FUZZY_AMAZON                   2.599
-score FUZZY_IMPORTANT                2.128
+score FUZZY_IMPORTANT                1.191
 score FUZZY_PRIVACY                  2.699
 score FUZZY_SECURITY                 2.599
 score GB_BITCOIN_CP                  2.999
-score GB_CUSTOM_HTM_URI              1.352
+score GB_CUSTOM_HTM_URI              1.353
 score GB_FAKE_RF_SHORT               1.939
 score GB_FREEMAIL_DISPTO             0.001
-score GOOG_MALWARE_DNLD              3.350
+score GOOG_MALWARE_DNLD              3.880
 score GOOG_REDIR_HTML_ONLY           1.999
-score GOOG_REDIR_NORDNS              2.495
-score GOOG_STO_IMG_HTML              2.499
-score GOOG_STO_NOIMG_HTML            2.353
-score HDRS_LCASE_IMGONLY             0.099
+score GOOG_REDIR_NORDNS              2.498
+score GOOG_STO_IMG_HTML              2.500
+score GOOG_STO_NOIMG_HTML            2.499
+score HDRS_LCASE_IMGONLY             0.100
 score HDRS_MISSP                     2.499
 score HDR_ORDER_FTSDMCXX_DIRECT      1.999
-score HDR_ORDER_FTSDMCXX_NORDNS      2.836
+score HDR_ORDER_FTSDMCXX_NORDNS      3.419
 score HEADER_FROM_DIFFERENT_DOMAINS  0.249
-score HELO_MISC_IP                   0.249
+score HELO_MISC_IP                   0.250
 score HELO_NO_DOMAIN                 0.001
 score HK_LOTTO                       0.999
-score HK_NAME_FM_MR_MRS              1.299
+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           3.499
-score HOSTED_IMG_FREEM               0.435
-score HOSTED_IMG_MULTI_PUB_01        2.999
-score HREF_EMPTY_NORDNS              0.007
-score HTML_BADATTR                   0.999
+score HOSTED_IMG_FREEM               0.030
+score HOSTED_IMG_MULTI_PUB_01        3.000
+score HREF_EMPTY_NORDNS              0.001
 score HTML_ENTITY_ASCII              2.999
-score HTML_FONT_TINY_NORDNS          2.000
+score HTML_FONT_TINY_NORDNS          1.999
 score HTML_OFF_PAGE                  2.999
 score HTML_SINGLET_MANY              2.499
-score HTML_TEXT_INVISIBLE_FONT       1.194
-score HTML_TEXT_INVISIBLE_STYLE      0.500
+score HTML_TEXT_INVISIBLE_FONT       1.186
+score HTML_TEXT_INVISIBLE_STYLE      1.220
+score IMG_DIRECT_TO_MX               0.312
 score JH_SPAMMY_HEADERS              3.499
-score KHOP_HELO_FCRDNS               0.400
-score LIST_PARTIAL_SHORT_MSG         2.388
-score LONGLN_LOW_CONTRAST            1.535
+score KHOP_HELO_FCRDNS               0.399
+score LIST_PARTIAL_SHORT_MSG         2.499
+score LONGLN_LOW_CONTRAST            1.595
 score LONG_HEX_URI                   2.999
-score LONG_IMG_URI                   2.040
-score LONG_INVISIBLE_TEXT            2.651
+score LONG_IMG_URI                   1.940
+score LONG_INVISIBLE_TEXT            2.348
 score LOTS_OF_MONEY                  0.010
-score MALFORMED_FREEMAIL             2.683
-score MALWARE_NORDNS                 2.073
+score MALFORMED_FREEMAIL             2.177
+score MALWARE_NORDNS                 1.239
 score MANY_SUBDOM                    3.299
-score MAY_BE_FORGED                  1.999
+score MAY_BE_FORGED                  2.000
 score MILLION_HUNDRED                0.001
-score MILLION_USD                    1.636
+score MILLION_USD                    1.999
 score MIMEOLE_DIRECT_TO_MX           1.999
 score MIXED_CENTER_CASE              2.499
 score MIXED_ES                       2.199
-score MIXED_FONT_CASE                1.397
+score MIXED_FONT_CASE                1.332
 score MIXED_HREF_CASE                1.940
-score MONEY_ATM_CARD                 1.476
-score MONEY_FORM                     2.242
-score MONEY_FORM_SHORT               2.499
-score MONEY_FRAUD_3                  2.060
-score MONEY_FRAUD_5                  1.754
+score MONEY_ATM_CARD                 0.049
+score MONEY_FORM                     0.001
+score MONEY_FORM_SHORT               1.075
+score MONEY_FRAUD_3                  2.376
+score MONEY_FRAUD_5                  0.001
 score MONEY_FRAUD_8                  3.099
-score MONEY_FREEMAIL_REPTO           2.999
+score MONEY_FREEMAIL_REPTO           3.000
 score MONEY_FROM_41                  1.999
-score MONEY_FROM_MISSP               0.001 # force non-zero
+score MONEY_FROM_MISSP               0.001
 score MONEY_NOHTML                   2.499
-score MSGID_HDR_MALF                 2.746
-score MSGID_NOFQDN1                  0.399
+score MSGID_HDR_MALF                 2.920
+score MSGID_NOFQDN1                  0.001
 score NA_DOLLARS                     1.499
-score NICE_REPLY_A                   -4.181
-score NORDNS_LOW_CONTRAST            0.354
+score NICE_REPLY_A                   -1.833
+score NORDNS_LOW_CONTRAST            0.293
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
 score NSL_RCVD_HELO_USER             0.001
 score OBFU_TEXT_ATTACH               1.499
 score PDS_BAD_THREAD_QP_64           0.999
-score PDS_BTC_ID                     0.500
-score PDS_BTC_MSGID                  0.579
+score PDS_BTC_ID                     0.499
+score PDS_BTC_MSGID                  0.001 # force non-zero
 score PDS_DBL_URL_TNB_RUNON          1.999
-score PDS_EMPTYSUBJ_URISHRT          0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT   0.945
+score PDS_EMPTYSUBJ_URISHRT          0.121
+score PDS_FREEMAIL_REPLYTO_URISHRT   0.912
 score PDS_FRNOM_TODOM_DBL_URL        0.001
 score PDS_FRNOM_TODOM_NAKED_TO       1.499
-score PDS_FROM_NAME_TO_DOMAIN        2.000
-score PDS_HP_HELO_NORDNS             0.846
+score PDS_FROM_NAME_TO_DOMAIN        1.999
+score PDS_HP_HELO_NORDNS             0.842
 score PDS_OTHER_BAD_TLD              1.999
-score PDS_PHP_EVAL                   1.499
-score PDS_TINYSUBJ_URISHRT           0.511
+score PDS_PHP_EVAL                   1.500
+score PDS_TINYSUBJ_URISHRT           0.214
 score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
 score PHP_ORIG_SCRIPT_EVAL           2.999
 score PHP_SCRIPT                     2.499
-score PP_MIME_FAKE_ASCII_TEXT        0.999
+score PP_MIME_FAKE_ASCII_TEXT        1.000
 score RAND_MKTG_HEADER               1.999
-score RATWARE_NO_RDNS                1.533
-score RCVD_DOTEDU_SUSP               1.442
+score RATWARE_NO_RDNS                2.375
+score RCVD_DOTEDU_SUSP               1.999
 score REPTO_419_FRAUD_GM             2.999
 score REPTO_419_FRAUD_GM_LOOSE       0.999
-score REPTO_419_FRAUD_YJ             1.968
-score RISK_FREE                      1.951
-score SCC_BODY_SINGLE_WORD           0.001
-score SCC_BODY_URI_ONLY              1.924
+score REPTO_419_FRAUD_YJ             2.314
+score RISK_FREE                      0.001 # force non-zero
+score SCC_BODY_SINGLE_WORD           0.098
+score SCC_BODY_URI_ONLY              1.804
 score SCC_CANSPAM_1                  3.499
 score SCC_CANSPAM_2                  3.599
-score SCC_CTMPP                      0.171
+score SCC_CTMPP                      0.946
 score SCC_ISEMM_LID_1B               1.499
-score SCC_SPAMMER_ADDR_2             0.908
+score SCC_SPAMMER_ADDR_2             2.351
 score SENDGRID_REDIR                 1.499
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
-score SHORTENER_SHORT_IMG            0.001
-score SHORTENER_SHORT_SUBJ           0.465
+score SHORTENER_SHORT_IMG            0.001 # force non-zero
+score SHORTENER_SHORT_SUBJ           0.759
 score SHORT_SHORTNER                 1.999
-score SPAM_CWINDOWSNET               1.987
-score SPOOFED_FREEMAIL_NO_RDNS       0.755
+score SPAM_CWINDOWSNET               0.633
+score SPOOFED_FREEMAIL_NO_RDNS       0.760
 score SPOOF_GMAIL_MID                1.499
-score STATIC_XPRIO_OLE               0.925
+score STATIC_XPRIO_OLE               0.001
 score SUBJ_ATTENTION                 0.499
 score SUSP_UTF8_WORD_FROM            1.999
-score THIS_AD                        2.199
-score THIS_IS_ADV_SUSP_NTLD          0.419
+score SUSP_UTF8_WORD_MANY            2.999
+score THIS_AD                        2.252
+score THIS_IS_ADV_SUSP_NTLD          0.555
 score TO_EQ_FM_DIRECT_MX             0.001
-score TO_EQ_FM_DOM_HTML_IMG          2.299
 score TO_EQ_FM_DOM_HTML_ONLY         0.001
-score TO_IN_SUBJ                     0.099
-score TO_NAME_SUBJ_NO_RDNS           2.823
+score TO_IN_SUBJ                     0.100
+score TO_NAME_SUBJ_NO_RDNS           2.641
 score TO_NO_BRKTS_FROM_MSSP          2.499
-score TO_NO_BRKTS_HTML_IMG           1.699
+score TO_NO_BRKTS_HTML_IMG           1.696
 score TO_NO_BRKTS_HTML_ONLY          1.999
-score TO_NO_BRKTS_MSFT               1.748
+score TO_NO_BRKTS_MSFT               1.744
 score TO_NO_BRKTS_NORDNS_HTML        1.999
 score TO_NO_BRKTS_PCNT               2.499
 score TVD_SPACE_ENCODED              2.499
-score TVD_SPACE_RATIO_MINFP          2.353
-score UNDISC_FREEM                   2.700
-score UNDISC_MONEY                   3.099
+score TVD_SPACE_RATIO_MINFP          2.350
+score UNDISC_FREEM                   2.699
+score UNDISC_MONEY                   2.999
 score UNICODE_OBFU_ASC               2.499
 score UNICODE_OBFU_ZW_MANY           0.001
 score URI_AZURE_CLOUDAPP             2.999
 score URI_DOTEDU                     1.999
-score URI_DOTTY_HEX                  2.299
-score URI_DQ_UNSUB                   2.400
+score URI_DQ_UNSUB                   2.399
 score URI_GOOGLE_PROXY               2.199
 score URI_GOOG_STO_SPAMMY            2.999
-score URI_IMG_CWINDOWSNET            2.736
-score URI_ONLY_MSGID_MALF            0.490
+score URI_IMG_CWINDOWSNET            3.134
+score URI_ONLY_MSGID_MALF            0.489
 score URI_PHISH                      3.999
 score URI_TRY_3LD                    1.999
 score URI_WPADMIN                    2.499
 score URI_WP_HACKED                  3.499
-score URI_WP_HACKED_2                2.499
-score VFY_ACCT_NORDNS                2.552
+score URI_WP_HACKED_2                2.258
+score VFY_ACCT_NORDNS                2.938
 score VISTA_TONOM_EQ_TOLOC           2.499
 score WIKI_IMG                       3.199
 score WORD_INVIS                     1.583
 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 XM_RECPTID                     2.999
-score XPRIO                          1.492
-score YOU_INHERIT                    1.987
+score XPRIO                          1.690
+score YOU_INHERIT                    1.247
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
 score AC_SPAMMY_URI_PATTERNS11       1.000
@@ -263,7 +264,6 @@ score BITCOIN_SPAM_10                1.0
 score BITCOIN_SPAM_11                1.000
 score BITCOIN_SPAM_12                1.000
 score BITCOIN_YOUR_INFO              1.000
-score BOGUS_MSM_HDRS                 1.000
 score BOMB_FREEM                     1.000
 score BOMB_MONEY                     1.000
 score BTC_ORG                        1.000
@@ -300,6 +300,7 @@ score GOOG_STO_HTML_PHISH_MANY       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
@@ -308,6 +309,7 @@ score HOSTED_IMG_MULTI               1.0
 score HREF_EMPTY_PHPMAIL             1.000
 score HREF_EMPTY_XANTIABUSE          1.000
 score HREF_EMPTY_XAUTHED             1.000
+score HTML_BADATTR                   1.000
 score HTML_ENTITY_ASCII_TINY         1.000
 score HTML_SHRT_CMNT_OBFU_MANY       1.000
 score IMG_ONLY_FM_DOM_INFO           1.000

Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1915961&r1=1915960&r2=1915961&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Feb 23 02:45:55 2024
@@ -4,218 +4,219 @@
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              2.499
-score AC_HTML_NONSENSE_TAGS          2.000
-score AC_POST_EXTRAS                 1.150
+score AC_HTML_NONSENSE_TAGS          1.999
+score AC_POST_EXTRAS                 0.225
 score ADMITS_SPAM                    2.899
 score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              3.265
-score ADVANCE_FEE_3_NEW_MONEY        0.001 # force non-zero
-score ADVANCE_FEE_4_NEW              0.402
-score ADVANCE_FEE_4_NEW_MONEY        0.231
+score ADVANCE_FEE_3_NEW              3.266
+score ADVANCE_FEE_3_NEW_MONEY        0.001
+score ADVANCE_FEE_4_NEW              0.001
+score ADVANCE_FEE_4_NEW_MONEY        0.222
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        0.001
-score AD_PREFS                       0.499
+score ADVANCE_FEE_5_NEW_MONEY        0.005
+score AD_PREFS                       0.186
 score AMAZON_IMG_NOT_RCVD_AMZN       2.499
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score AXB_X_FF_SEZ_S                 3.600
-score BITCOIN_DEADLINE               0.859
-score BITCOIN_EXTORT_01              1.200
-score BITCOIN_MALWARE                1.605
-score BITCOIN_PAY_ME                 0.733
-score BITCOIN_SPAM_02                2.499
-score BITCOIN_SPAM_05                2.016
-score BITCOIN_SPAM_07                0.001
+score AXB_X_FF_SEZ_S                 3.599
+score BITCOIN_DEADLINE               0.844
+score BITCOIN_EXTORT_01              1.177
+score BITCOIN_MALWARE                0.977
+score BITCOIN_PAY_ME                 0.406
+score BITCOIN_SPAM_02                2.500
+score BITCOIN_SPAM_05                1.262
+score BITCOIN_SPAM_07                0.404
 score BITCOIN_SPAM_09                1.499
-score BITCOIN_TOEQFM                 0.522
+score BITCOIN_TOEQFM                 0.284
 score BITCOIN_VISTA                  0.001
 score BITCOIN_XPRIO                  2.499
 score BITCOIN_YOUR_INFO              2.999
-score BODY_SINGLE_URI                1.063
-score BODY_SINGLE_WORD               0.342
-score BODY_URI_ONLY                  0.001
+score BODY_SINGLE_URI                0.893
+score BODY_SINGLE_WORD               0.511
+score BODY_URI_ONLY                  0.001 # force non-zero
 score BOGUS_MIME_VERSION             2.696
 score CK_HELO_GENERIC                0.249
-score CTE_8BIT_MISMATCH              0.001 # force non-zero
-score DATE_IN_FUTURE_Q_PLUS          0.773
-score DEAR_BENEFICIARY               2.447
-score DKIMWL_WL_HIGH                 -0.002
+score CTE_8BIT_MISMATCH              0.001
+score DATE_IN_FUTURE_Q_PLUS          1.379
+score DEAR_BENEFICIARY               2.448
+score DKIMWL_WL_HIGH                 -0.066
 score DKIMWL_WL_MED                  -0.001
 score DKIMWL_WL_MEDHI                -0.001 # force non-zero
 score END_FUTURE_EMAILS              2.499
-score FILL_THIS_FORM                 0.899
+score FILL_THIS_FORM                 0.900
 score FONT_INVIS_DIRECT              0.001
 score FONT_INVIS_LONG_LINE           2.999
-score FONT_INVIS_MSGID               1.052
-score FONT_INVIS_NORDNS              0.849
-score FONT_INVIS_POSTEXTRAS          1.347
-score FORGED_SPF_HELO                2.626
-score FORM_FRAUD_3                   1.585
-score FORM_FRAUD_5                   2.529
-score FREEMAIL_FORGED_FROMDOMAIN     0.250
-score FROM_ADDR_WS                   0.297
+score FONT_INVIS_MSGID               1.049
+score FONT_INVIS_NORDNS              0.851
+score FONT_INVIS_POSTEXTRAS          2.274
+score FORGED_SPF_HELO                2.627
+score FORM_FRAUD_3                   1.852
+score FORM_FRAUD_5                   2.899
+score FREEMAIL_FORGED_FROMDOMAIN     0.249
+score FROM_ADDR_WS                   0.295
 score FROM_FMBLA_NEWDOM14            0.999
-score FROM_FMBLA_NEWDOM28            0.799
-score FROM_GOV_DKIM_AU               -0.629
-score FROM_IN_TO_AND_SUBJ            1.120
+score FROM_FMBLA_NEWDOM28            0.800
+score FROM_GOV_DKIM_AU               -0.994
+score FROM_IN_TO_AND_SUBJ            1.196
 score FROM_MISSPACED                 1.999
 score FROM_MISSP_DYNIP               0.001
-score FROM_MISSP_EH_MATCH            1.999
-score FROM_MISSP_FREEMAIL            1.797
-score FROM_MISSP_MSFT                1.348
-score FROM_MISSP_REPLYTO             1.610
-score FROM_MISSP_SPF_FAIL            0.001
-score FROM_MISSP_TO_UNDISC           1.945
+score FROM_MISSP_EH_MATCH            2.000
+score FROM_MISSP_FREEMAIL            1.795
+score FROM_MISSP_MSFT                1.342
+score FROM_MISSP_REPLYTO             1.606
+score FROM_MISSP_SPF_FAIL            1.999
+score FROM_MISSP_TO_UNDISC           3.699
 score FROM_MISSP_USER                0.001
 score FROM_MISSP_XPRIO               2.499
-score FROM_PAYPAL_SPOOF              0.874
+score FROM_PAYPAL_SPOOF              1.121
 score FROM_SUSPICIOUS_NTLD           0.499
 score FROM_SUSPICIOUS_NTLD_FP        1.999
-score FSL_BULK_SIG                   0.940
+score FSL_BULK_SIG                   0.967
 score FSL_CTYPE_WIN1251              0.001
-score FSL_HAS_TINYURL                2.500
+score FSL_HAS_TINYURL                2.499
 score FSL_NEW_HELO_USER              0.001
-score FUZZY_IMPORTANT                2.499
+score FUZZY_IMPORTANT                2.500
 score FUZZY_PRIVACY                  2.699
-score GB_BITCOIN_CP                  2.889
+score GB_BITCOIN_CP                  2.378
 score GB_CUSTOM_HTM_URI              1.499
-score GB_FAKE_RF_SHORT               1.294
+score GB_FAKE_RF_SHORT               1.999
 score GB_FREEMAIL_DISPTO             0.001
-score GB_HASHBL_BTC                  0.001 # force non-zero
-score GOOG_MALWARE_DNLD              3.215
+score GB_HASHBL_BTC                  0.001
+score GOOG_MALWARE_DNLD              2.473
 score GOOG_REDIR_HTML_ONLY           1.999
-score GOOG_REDIR_NORDNS              0.918
-score GOOG_STO_IMG_HTML              2.535
-score GOOG_STO_NOIMG_HTML            1.525
+score GOOG_REDIR_NORDNS              0.887
+score GOOG_STO_IMG_HTML              2.527
+score GOOG_STO_NOIMG_HTML            1.524
 score HDRS_LCASE_IMGONLY             0.099
-score HDRS_MISSP                     2.317
+score HDRS_MISSP                     2.318
 score HDR_ORDER_FTSDMCXX_DIRECT      1.999
-score HDR_ORDER_FTSDMCXX_NORDNS      0.850
+score HDR_ORDER_FTSDMCXX_NORDNS      1.783
 score HEADER_FROM_DIFFERENT_DOMAINS  0.250
-score HELO_NO_DOMAIN                 0.288
+score HELO_NO_DOMAIN                 0.017
 score HK_LOTTO                       0.999
-score HK_NAME_FM_MR_MRS              0.415
+score HK_NAME_FM_MR_MRS              0.431
 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           3.331
+score HOSTED_IMG_DIRECT_MX           2.859
 score HOSTED_IMG_FREEM               0.001
 score HOSTED_IMG_MULTI_PUB_01        2.999
-score HREF_EMPTY_NORDNS              0.256
+score HREF_EMPTY_NORDNS              0.259
 score HTML_BADATTR                   0.999
-score HTML_FONT_TINY_NORDNS          1.652
+score HTML_FONT_TINY_NORDNS          1.654
 score HTML_SINGLET_MANY              2.499
 score HTML_TEXT_INVISIBLE_FONT       1.999
-score HTML_TEXT_INVISIBLE_STYLE      1.556
-score JH_SPAMMY_HEADERS              3.500
-score KHOP_HELO_FCRDNS               0.258
-score LIST_PARTIAL_SHORT_MSG         1.003
-score LONGLN_LOW_CONTRAST            0.193
-score LONG_HEX_URI                   2.324
-score LONG_IMG_URI                   0.442
+score HTML_TEXT_INVISIBLE_STYLE      1.587
+score IMG_DIRECT_TO_MX               1.496
+score JH_SPAMMY_HEADERS              3.499
+score KHOP_HELO_FCRDNS               0.257
+score LIST_PARTIAL_SHORT_MSG         1.004
+score LONGLN_LOW_CONTRAST            0.251
+score LONG_HEX_URI                   2.331
+score LONG_IMG_URI                   0.439
 score LONG_INVISIBLE_TEXT            2.699
 score LOTS_OF_MONEY                  0.010
 score MALFORMED_FREEMAIL             2.199
 score MANY_SUBDOM                    2.799
 score MILLION_HUNDRED                0.001
-score MILLION_USD                    0.863
+score MILLION_USD                    0.844
 score MIMEOLE_DIRECT_TO_MX           0.001
-score MIXED_CENTER_CASE              2.318
-score MIXED_ES                       2.099
-score MIXED_FONT_CASE                1.814
+score MIXED_CENTER_CASE              2.358
+score MIXED_ES                       2.100
+score MIXED_FONT_CASE                0.919
 score MIXED_HREF_CASE                1.999
-score MONEY_ATM_CARD                 2.599
+score MONEY_ATM_CARD                 1.848
 score MONEY_FORM                     0.001
-score MONEY_FORM_SHORT               0.001
-score MONEY_FRAUD_3                  1.081
+score MONEY_FORM_SHORT               0.001 # force non-zero
+score MONEY_FRAUD_3                  1.129
 score MONEY_FRAUD_5                  0.001
 score MONEY_FRAUD_8                  2.999
-score MONEY_FREEMAIL_REPTO           1.388
+score MONEY_FREEMAIL_REPTO           1.403
 score MONEY_FROM_MISSP               0.001
 score MONEY_NOHTML                   2.499
-score MSGID_HDR_MALF                 0.653
-score MSGID_NOFQDN1                  1.421
+score MSGID_HDR_MALF                 0.191
+score MSGID_NOFQDN1                  1.424
 score NA_DOLLARS                     0.001
-score NICE_REPLY_A                   -2.172
-score NORDNS_LOW_CONTRAST            0.969
-score NO_FM_NAME_IP_HOSTN            0.710
+score NICE_REPLY_A                   -2.533
+score NORDNS_LOW_CONTRAST            0.967
+score NO_FM_NAME_IP_HOSTN            1.054
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             0.301
-score OBFU_TEXT_ATTACH               1.478
+score NSL_RCVD_HELO_USER             0.306
+score OBFU_TEXT_ATTACH               1.599
 score PDS_BAD_THREAD_QP_64           0.001
 score PDS_BTC_ID                     0.001
-score PDS_BTC_MSGID                  0.206
+score PDS_BTC_MSGID                  0.481
 score PDS_EMPTYSUBJ_URISHRT          0.001
 score PDS_FRNOM_TODOM_DBL_URL        0.001
-score PDS_FRNOM_TODOM_NAKED_TO       1.401
-score PDS_FROM_NAME_TO_DOMAIN        1.942
+score PDS_FRNOM_TODOM_NAKED_TO       1.499
+score PDS_FROM_NAME_TO_DOMAIN        1.930
 score PDS_HELO_SPF_FAIL              1.999
 score PDS_HP_HELO_NORDNS             0.001
 score PDS_OTHER_BAD_TLD              1.999
 score PDS_TINYSUBJ_URISHRT           0.001
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.961
-score PHP_SCRIPT                     2.293
-score PP_MIME_FAKE_ASCII_TEXT        0.001 # force non-zero
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.835
+score PHP_SCRIPT                     2.297
+score PP_MIME_FAKE_ASCII_TEXT        0.001
 score RAND_MKTG_HEADER               1.999
-score RCVD_DOTEDU_SUSP               0.001
-score RCVD_DOTEDU_SUSP_URI           0.736
+score RCVD_DOTEDU_SUSP               1.188
+score RCVD_DOTEDU_SUSP_URI           2.095
 score RCVD_IN_IADB_COURT             -0.001
 score RCVD_IN_IADB_LEG_MAND          -0.001
-score RCVD_IN_MSPIKE_H2              -0.001
+score RCVD_IN_MSPIKE_H2              -0.001 # force non-zero
 score SCC_BODY_SINGLE_WORD           0.001
-score SCC_BODY_URI_ONLY              2.699
-score SCC_CANSPAM_1                  3.281
-score SCC_CANSPAM_2                  3.000
-score SCC_CTMPP                      1.610
+score SCC_BODY_URI_ONLY              2.700
+score SCC_CANSPAM_1                  0.649
+score SCC_CANSPAM_2                  2.999
+score SCC_CTMPP                      2.208
 score SCC_ISEMM_LID_1B               1.499
-score SCC_SPAMMER_ADDR_2             2.030
+score SCC_SPAMMER_ADDR_2             0.888
 score SENDGRID_REDIR                 1.068
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
 score SHORTENER_SHORT_IMG            0.001
 score SHORTENER_SHORT_SUBJ           0.001
 score SHORT_SHORTNER                 1.999
-score SPAM_CWINDOWSNET               3.093
-score SPOOFED_FREEMAIL               0.001
+score SPAM_CWINDOWSNET               1.444
+score SPOOFED_FREEMAIL               0.001 # force non-zero
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
-score SPOOFED_FREEM_REPTO            1.112
-score STATIC_XPRIO_OLE               0.569
+score SPOOFED_FREEM_REPTO            1.125
+score STATIC_XPRIO_OLE               0.666
 score SUBJ_ATTENTION                 0.499
 score SUSP_UTF8_WORD_FROM            1.999
-score THIS_AD                        1.435
-score TO_EQ_FM_DIRECT_MX             1.280
-score TO_EQ_FM_DOM_SPF_FAIL          0.910
+score THIS_AD                        1.463
+score TO_EQ_FM_DIRECT_MX             1.207
+score TO_EQ_FM_DOM_SPF_FAIL          0.904
 score TO_EQ_FM_SPF_FAIL              0.001
 score TO_IN_SUBJ                     0.100
-score TO_NAME_SUBJ_NO_RDNS           0.500
+score TO_NAME_SUBJ_NO_RDNS           2.146
 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               2.024
-score TO_NO_BRKTS_NORDNS_HTML        1.327
+score TO_NO_BRKTS_MSFT               2.025
+score TO_NO_BRKTS_NORDNS_HTML        1.431
 score TO_NO_BRKTS_PCNT               2.398
-score TVD_SPACE_RATIO_MINFP          0.001
+score TVD_SPACE_RATIO_MINFP          0.001 # force non-zero
 score UNDISC_FREEM                   2.400
 score UNDISC_MONEY                   2.899
 score UNICODE_OBFU_ASC               2.499
 score UNICODE_OBFU_ZW_MANY           0.001
-score URI_DOTEDU                     0.001
-score URI_DQ_UNSUB                   0.899
-score URI_GOOGLE_PROXY               2.199
+score URI_DOTEDU                     0.667
+score URI_DQ_UNSUB                   2.189
+score URI_GOOGLE_PROXY               2.200
 score URI_GOOG_STO_SPAMMY            2.999
-score URI_IMG_CWINDOWSNET            1.899
+score URI_IMG_CWINDOWSNET            1.956
 score URI_ONLY_MSGID_MALF            1.999
-score URI_PHISH                      2.924
+score URI_PHISH                      2.911
 score URI_TRY_3LD                    1.999
 score URI_WPADMIN                    2.399
 score URI_WP_HACKED_2                2.499
 score WIKI_IMG                       2.299
-score WORD_INVIS                     1.893
-score WORD_INVIS_MANY                2.751
-score XFER_LOTSA_MONEY               0.023
+score WORD_INVIS                     1.896
+score WORD_INVIS_MANY                2.749
+score XFER_LOTSA_MONEY               0.001
 score XM_RANDOM                      2.499
 score XPRIO                          0.001
-score YOU_INHERIT                    0.616
+score YOU_INHERIT                    1.806
 score ACCT_PHISHING_MANY             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=1915961&r1=1915960&r2=1915961&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Feb 23 02:45:55 2024
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 486385  64.663%  (99.448% of non-spam corpus)
-# Correctly spam:     189306  25.167%  (71.951% of spam corpus)
-# False positives:      2700  0.359%  (0.552% of nonspam,  44471 weighted)
-# False negatives:     73798  9.811%  (28.049% of spam, 138330 weighted)
-# Average score for spam:  8.5    nonspam: 0.4
-# Average for false-pos:   6.1  false-neg: 1.9
-# TOTAL:              752189  100.00%
+# Correctly non-spam: 483815  64.963%  (99.373% of non-spam corpus)
+# Correctly spam:     185671  24.931%  (71.998% of spam corpus)
+# False positives:      3052  0.410%  (0.627% of nonspam,  48495 weighted)
+# False negatives:     72214  9.696%  (28.002% of spam, 134107 weighted)
+# Average score for spam:  8.1    nonspam: 0.5
+# Average for false-pos:   6.0  false-neg: 1.9
+# TOTAL:              744752  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  60711  99.44%
-# Correctly spam:      23362  71.04%
-# False positives:       341  0.56%
-# False negatives:      9524  28.96%
-# TCR(l=50): 1.237525  SpamRecall: 71.039%  SpamPrec: 98.561%
+# Correctly non-spam:  60439  99.46%
+# Correctly spam:      22971  71.29%
+# False positives:       328  0.54%
+# False negatives:      9251  28.71%
+# TCR(l=50): 1.256169  SpamRecall: 71.290%  SpamPrec: 98.592%
 
 ##### 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: 480328  98.21%
-# Correctly spam:     129625  49.27%
-# False positives:      8757  1.79%
-# False negatives:    133479  50.73%
-# TCR(l=50): 0.460512  SpamRecall: 49.268%  SpamPrec: 93.672%
+# Correctly non-spam: 478178  98.22%
+# Correctly spam:     126816  49.18%
+# False positives:      8689  1.78%
+# False negatives:    131069  50.82%
+# TCR(l=50): 0.456015  SpamRecall: 49.175%  SpamPrec: 93.588%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  59978  98.24%
-# Correctly spam:      16326  49.64%
-# False positives:      1074  1.76%
-# False negatives:     16560  50.36%
-# TCR(l=50): 0.468061  SpamRecall: 49.644%  SpamPrec: 93.828%
+# Correctly non-spam:  59688  98.22%
+# Correctly spam:      16073  49.88%
+# False positives:      1079  1.78%
+# False negatives:     16149  50.12%
+# TCR(l=50): 0.459664  SpamRecall: 49.882%  SpamPrec: 93.709%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1915961&r1=1915960&r2=1915961&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Feb 23 02:45:55 2024
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 468673  78.530%  (99.577% of non-spam corpus)
-# Correctly spam:      79295  13.287%  (62.862% of spam corpus)
-# False positives:      1993  0.334%  (0.423% of nonspam,  38046 weighted)
-# False negatives:     46847  7.850%  (37.138% of spam, 102089 weighted)
-# Average score for spam:  7.7    nonspam: -1.0
-# Average for false-pos:   7.1  false-neg: 2.2
-# TOTAL:              596808  100.00%
+# Correctly non-spam: 468430  78.489%  (99.525% of non-spam corpus)
+# Correctly spam:      79293  13.286%  (62.861% of spam corpus)
+# False positives:      2236  0.375%  (0.475% of nonspam,  41357 weighted)
+# False negatives:     46848  7.850%  (37.139% of spam, 102170 weighted)
+# Average score for spam:  7.8    nonspam: -1.0
+# Average for false-pos:   6.9  false-neg: 2.2
+# TOTAL:              596807  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  58450  99.53%
-# Correctly spam:       9968  62.95%
-# False positives:       276  0.47%
-# False negatives:      5867  37.05%
-# TCR(l=50): 0.805156  SpamRecall: 62.949%  SpamPrec: 97.306%
+# Correctly non-spam:  58446  99.52%
+# Correctly spam:       9960  62.90%
+# False positives:       280  0.48%
+# False negatives:      5875  37.10%
+# TCR(l=50): 0.796730  SpamRecall: 62.899%  SpamPrec: 97.266%
 
 ##### 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: 468969  99.64%
-# Correctly spam:      27719  21.97%
+# Correctly spam:      27706  21.96%
 # False positives:      1697  0.36%
-# False negatives:     98423  78.03%
-# TCR(l=50): 0.688274  SpamRecall: 21.974%  SpamPrec: 94.231%
+# False negatives:     98435  78.04%
+# TCR(l=50): 0.688223  SpamRecall: 21.964%  SpamPrec: 94.228%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  58502  99.62%
-# Correctly spam:       3494  22.07%
+# Correctly spam:       3492  22.05%
 # False positives:       224  0.38%
-# False negatives:     12341  77.93%
-# TCR(l=50): 0.672656  SpamRecall: 22.065%  SpamPrec: 93.975%
+# False negatives:     12343  77.95%
+# TCR(l=50): 0.672599  SpamRecall: 22.052%  SpamPrec: 93.972%