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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/04/23 06:10:43 UTC

svn commit: r1876862 [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-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1876862&r1=1876861&r2=1876862&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Apr 23 06:10:43 2020
@@ -2,38 +2,38 @@
 # ham-net-axb-coi-bulk.r1876687.log ham-net-axb-generic.r1876687.log ham-net-axb-ham-misc.r1876687.log ham-net-darxus.r1876687.log ham-net-ena-week0.r1876687.log ham-net-ena-week1.r1876687.log ham-net-ena-week2.r1876687.log ham-net-ena-week3.r1876687.log ham-net-ena-week4.r1876687.log ham-net-giovanni-ham.r1876687.log ham-net-giovanni-spammy.r1876687.log ham-net-giovanni-spam.r1876687.log ham-net-grenier.r1876687.log ham-net-hege.r1876687.log ham-net-jbrooks.r1876687.log ham-net-llanga.r1876687.log ham-net-mmiroslaw-mails-ham.r1876687.log ham-net-mmiroslaw-mails-spam.r1876687.log ham-net-npiazzi.r1876687.log ham-net-pds.r1876687.log ham-net-sihde.r1876687.log ham-net-spamsponge.r1876687.log ham-net-thendrikx.r1876687.log spam-net-axb-coi-bulk.r1876687.log spam-net-axb-generic.r1876687.log spam-net-axb-ham-misc.r1876687.log spam-net-darxus.r1876687.log spam-net-ena-week0.r1876687.log spam-net-ena-week1.r1876687.log spam-net-ena-week2.r1876687.log spam-net-ena-week3.r1876687.log spam-
 net-ena-week4.r1876687.log spam-net-giovanni-ham.r1876687.log spam-net-giovanni-spammy.r1876687.log spam-net-giovanni-spam.r1876687.log spam-net-grenier.r1876687.log spam-net-hege.r1876687.log spam-net-jbrooks.r1876687.log spam-net-llanga.r1876687.log spam-net-mmiroslaw-mails-ham.r1876687.log spam-net-mmiroslaw-mails-spam.r1876687.log spam-net-npiazzi.r1876687.log spam-net-pds.r1876687.log spam-net-sihde.r1876687.log spam-net-spamsponge.r1876687.log spam-net-thendrikx.r1876687.log
 
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              0.001 # force non-zero
-score ADMITS_SPAM                    1.181
+score AC_FROM_MANY_DOTS              0.001
+score ADMITS_SPAM                    1.177
 score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              3.451
-score ADVANCE_FEE_3_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_3_NEW_MONEY        1.278
+score ADVANCE_FEE_3_NEW              3.468
+score ADVANCE_FEE_3_NEW_FRM_MNY      0.497
+score ADVANCE_FEE_3_NEW_MONEY        2.485
 score ADVANCE_FEE_4_NEW              2.599
-score ADVANCE_FEE_4_NEW_MONEY        0.477
-score ADVANCE_FEE_5_NEW              2.699
+score ADVANCE_FEE_4_NEW_MONEY        2.015
+score ADVANCE_FEE_5_NEW              2.702
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score AD_PREFS                       0.054
+score AD_PREFS                       0.220
 score AMAZON_IMG_NOT_RCVD_AMZN       0.001
 score APP_DEVELOPMENT_NORDNS         1.999
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score BITCOIN_EXTORT_01              1.540
-score BITCOIN_MALWARE                1.554
+score BITCOIN_EXTORT_01              1.434
+score BITCOIN_MALWARE                2.281
 score BITCOIN_PAY_ME                 2.999
-score BITCOIN_SPAM_01                0.981
+score BITCOIN_SPAM_01                2.116
 score BITCOIN_SPAM_02                2.499
-score BITCOIN_SPAM_03                2.499
-score BITCOIN_SPAM_05                2.451
+score BITCOIN_SPAM_03                2.500
+score BITCOIN_SPAM_05                1.390
 score BITCOIN_SPAM_07                3.499
 score BITCOIN_SPAM_09                0.001
-score BITCOIN_YOUR_INFO              1.614
+score BITCOIN_YOUR_INFO              1.611
 score BODY_SINGLE_URI                2.499
 score BODY_SINGLE_WORD               0.001
-score BODY_URI_ONLY                  0.999
+score BODY_URI_ONLY                  1.000
 score BOGUS_MSM_HDRS                 2.999
-score CK_HELO_DYNAMIC_SPLIT_IP       0.364
-score CK_HELO_GENERIC                0.250
+score CK_HELO_DYNAMIC_SPLIT_IP       0.356
+score CK_HELO_GENERIC                0.249
 score CTE_8BIT_MISMATCH              0.999
-score DATE_DOTS                      2.523
+score DATE_DOTS                      2.401
 score DEAR_BENEFICIARY               0.001
 score DEAR_EMAIL_USER                2.699
 score DKIMWL_BL                      2.999
@@ -41,187 +41,183 @@ score DKIMWL_WL_HIGH                 -0.
 score DKIMWL_WL_MED                  -0.001
 score DKIMWL_WL_MEDHI                -0.001
 score DX_TEXT_03                     0.699
-score END_FUTURE_EMAILS              2.499
+score END_FUTURE_EMAILS              2.500
 score FILL_THIS_FORM                 0.001
-score FORGED_RELAY_MUA_TO_MX         3.800
-score FORGED_SPF_HELO                2.252
-score FORM_FRAUD                     0.757
+score FORGED_RELAY_MUA_TO_MX         3.799
+score FORGED_SPF_HELO                2.502
+score FORM_FRAUD                     0.687
 score FORM_FRAUD_3                   0.001
 score FORM_FRAUD_5                   0.001
 score FOUND_YOU                      3.249
-score FREEMAIL_FORGED_FROMDOMAIN     0.250
+score FREEMAIL_FORGED_FROMDOMAIN     0.249
 score FROMSPACE                      0.001
 score FROM_2_EMAILS_SHORT            0.001
-score FROM_ADDR_WS                   0.813
+score FROM_ADDR_WS                   0.789
 score FROM_FMBLA_NEWDOM              1.499
-score FROM_FMBLA_NEWDOM14            1.000
+score FROM_FMBLA_NEWDOM14            0.999
 score FROM_FMBLA_NEWDOM28            0.799
-score FROM_GOV_DKIM_AU               -0.001 # force non-zero
+score FROM_GOV_DKIM_AU               -0.001
 score FROM_GOV_SPOOF                 0.001
 score FROM_MISSPACED                 0.001
 score FROM_MISSP_DYNIP               3.699
 score FROM_MISSP_EH_MATCH            0.001
 score FROM_MISSP_FREEMAIL            0.001
-score FROM_MISSP_MSFT                0.001
+score FROM_MISSP_MSFT                0.001 # force non-zero
 score FROM_MISSP_PHISH               3.499
 score FROM_MISSP_REPLYTO             0.001
-score FROM_MISSP_SPF_FAIL            0.001
-score FROM_MISSP_TO_UNDISC           2.665
+score FROM_MISSP_SPF_FAIL            0.064
+score FROM_MISSP_TO_UNDISC           1.780
 score FROM_MISSP_USER                0.001
-score FROM_MISSP_XPRIO               0.001
-score FROM_NAME_EQ_TO_G_DRIVE        0.001
+score FROM_MISSP_XPRIO               0.001 # force non-zero
 score FROM_NTLD_REPLY_FREEMAIL       0.001
 score FROM_PAYPAL_SPOOF              0.001
 score FROM_SUSPICIOUS_NTLD           0.499
-score FROM_SUSPICIOUS_NTLD_FP        0.236
+score FROM_SUSPICIOUS_NTLD_FP        0.225
 score FSL_BULK_SIG                   0.001
 score FSL_CTYPE_WIN1251              0.001
 score FSL_NEW_HELO_USER              0.001
-score FUZZY_BITCOIN                  0.606
-score FUZZY_SECURITY                 2.048
-score FUZZY_WALLET                   0.001
+score FUZZY_BITCOIN                  0.711
+score FUZZY_SECURITY                 2.047
+score FUZZY_WALLET                   0.001 # force non-zero
 score GB_BITCOIN_CP                  2.999
 score GB_BITCOIN_NH                  0.001
 score GB_FREEMAIL_DISPTO             0.500
 score GB_FREEMAIL_DISPTO_NOTFREEM    0.499
 score GB_GOOGLE_OBFUR                0.749
 score GB_GOOGLE_OBFUS                0.749
-score GB_MONERO_CP                   1.676
-score GOOG_REDIR_NORDNS              1.547
-score HDRS_LCASE                     0.100
-score HDRS_LCASE_IMGONLY             0.100
+score GB_MONERO_CP                   0.938
+score GOOG_REDIR_NORDNS              1.558
+score HDRS_LCASE                     0.099
+score HDRS_LCASE_IMGONLY             0.099
 score HDR_ORDER_FTSDMCXX_DIRECT      0.001
-score HDR_ORDER_FTSDMCXX_NORDNS      2.284
-score HEADER_FROM_DIFFERENT_DOMAINS  0.249
-score HELO_MISC_IP                   0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS      2.290
+score HEADER_FROM_DIFFERENT_DOMAINS  0.250
+score HELO_MISC_IP                   0.001
 score HELO_NO_DOMAIN                 0.001
-score HEXHASH_WORD                   2.999
-score HK_LOTTO                       1.000
-score HK_NAME_FROM                   0.999
+score HEXHASH_WORD                   3.000
+score HK_LOTTO                       0.999
+score HK_NAME_FROM                   1.000
 score HK_NAME_MR_MRS                 0.999
 score HK_RANDOM_FROM                 0.999
-score HK_RANDOM_REPLYTO              1.000
-score HK_RCVD_IP_MULTICAST           0.423
-score HK_SCAM                        0.973
-score HOSTED_IMG_DIRECT_MX           2.842
-score HOSTED_IMG_FREEM               3.300
+score HK_RANDOM_REPLYTO              0.999
+score HK_RCVD_IP_MULTICAST           0.307
+score HK_SCAM                        1.159
+score HOSTED_IMG_DIRECT_MX           1.901
+score HOSTED_IMG_FREEM               3.298
 score HTML_OFF_PAGE                  0.001
-score HTML_SINGLET_MANY              0.250
-score HTML_TEXT_INVISIBLE_STYLE      1.857
+score HTML_SINGLET_MANY              0.249
+score HTML_TEXT_INVISIBLE_STYLE      1.880
 score IMG_ONLY_FM_DOM_INFO           2.499
 score KB_FORGED_MOZ4                 4.299
-score KHOP_FAKE_EBAY                 0.051
+score KHOP_FAKE_EBAY                 0.263
 score KHOP_HELO_FCRDNS               0.276
-score LIST_PRTL_SAME_USER            1.049
-score LITECOIN_EXTORT_01             3.190
-score LONG_HEX_URI                   1.617
-score LONG_IMG_URI                   1.389
+score LIST_PRTL_SAME_USER            1.602
+score LITECOIN_EXTORT_01             1.973
+score LONG_HEX_URI                   1.618
+score LONG_IMG_URI                   1.616
 score LOTS_OF_MONEY                  0.010
-score MALFORMED_FREEMAIL             2.506
 score MALF_HTML_B64                  3.499
-score MALWARE_NORDNS                 1.625
-score MANY_SPAN_IN_TEXT              2.744
-score MAY_BE_FORGED                  1.493
-score MILLION_HUNDRED                0.001
+score MALWARE_NORDNS                 1.519
+score MANY_SPAN_IN_TEXT              2.500
+score MAY_BE_FORGED                  1.490
+score MILLION_HUNDRED                0.722
 score MIMEOLE_DIRECT_TO_MX           0.001
 score MIME_NO_TEXT                   1.999
 score MIXED_ES                       2.499
-score MONERO_EXTORT_01               3.132
+score MONERO_EXTORT_01               3.595
 score MONEY_ATM_CARD                 0.001
 score MONEY_FORM_SHORT               0.001
-score MONEY_FRAUD_3                  2.282
-score MONEY_FRAUD_5                  0.216
+score MONEY_FRAUD_3                  2.699
+score MONEY_FRAUD_5                  0.292
 score MONEY_FRAUD_8                  0.001
 score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               0.001
-score MSM_PRIO_REPTO                 2.046
-score NORDNS_LOW_CONTRAST            1.865
-score NO_FM_NAME_IP_HOSTN            1.838
+score MSM_PRIO_REPTO                 2.304
+score NORDNS_LOW_CONTRAST            1.842
+score NO_FM_NAME_IP_HOSTN            1.837
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             2.165
+score NSL_RCVD_HELO_USER             0.521
 score NUMBERONLY_BITCOIN_EXP         1.999
 score OBFU_BITCOIN                   0.001
 score PDS_BTC_ID                     0.499
 score PDS_BTC_MSGID                  0.198
 score PDS_DBL_URL_TNB_RUNON          1.999
-score PDS_EMPTYSUBJ_URISHRT          1.499
+score PDS_EMPTYSUBJ_URISHRT          1.500
 score PDS_FREEMAIL_REPLYTO_URISHRT   1.499
 score PDS_FRNOM_TODOM_NAKED_TO       1.499
 score PDS_FROM_2_EMAILS              1.499
 score PDS_FROM_NAME_TO_DOMAIN        1.000
-score PDS_HELO_SPF_FAIL              0.242
-score PDS_HP_HELO_NORDNS             0.001 # force non-zero
-score PDS_NAKED_TO_NUMERO            0.493
+score PDS_HELO_SPF_FAIL              0.238
+score PDS_HP_HELO_NORDNS             0.001
+score PDS_NAKED_TO_NUMERO            1.812
 score PDS_NO_FULL_NAME_SPOOFED_URL   0.749
 score PDS_OTHER_BAD_TLD              1.999
 score PDS_PHPEXP_BOT                 1.499
 score PDS_PHP_EVAL                   1.499
 score PDS_SHORTFWD_URISHRT           1.499
-score PDS_SHORT_BOGUS_MSM_HDRS       1.892
+score PDS_SHORT_BOGUS_MSM_HDRS       1.916
 score PDS_SHORT_SPOOFED_URL          1.999
 score PDS_TINYSUBJ_URISHRT           1.282
 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 0.497
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
 score PDS_TONAME_EQ_TOLOCAL_SHORT    1.999
 score PDS_TONAME_EQ_TOLOCAL_VSHORT   0.999
-score PDS_TO_EQ_FROM_NAME            0.001
-score PP_MIME_FAKE_ASCII_TEXT        0.001
-score RATWARE_NO_RDNS                2.439
+score PDS_TO_EQ_FROM_NAME            0.001 # force non-zero
+score PP_MIME_FAKE_ASCII_TEXT        0.001 # force non-zero
+score RATWARE_NO_RDNS                1.695
 score RCVD_IN_MSPIKE_H2              -0.001
-score RDNS_NUM_TLD_ATCHNX            1.665
-score RDNS_NUM_TLD_XM                3.000
-score RISK_FREE                      0.834
-score SCRIPT_GIBBERISH               3.187
-score SERGIO_SUBJECT_PORN014         2.910
-score SERGIO_SUBJECT_VIAGRA01        1.553
-score SHOPIFY_IMG_NOT_RCVD_SFY       1.640
+score RDNS_NUM_TLD_ATCHNX            1.269
+score RDNS_NUM_TLD_XM                2.999
+score RISK_FREE                      1.609
+score SCRIPT_GIBBERISH               3.185
+score SERGIO_SUBJECT_PORN014         2.915
+score SERGIO_SUBJECT_VIAGRA01        1.548
+score SHOPIFY_IMG_NOT_RCVD_SFY       1.648
 score SHORTENER_SHORT_IMG            0.001
 score SHORT_IMG_SUSP_NTLD            1.499
 score SHORT_SHORTNER                 1.999
 score SINGLETS_LOW_CONTRAST          0.001
 score SPOOFED_FREEMAIL               1.999
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
-score SPOOFED_FREEM_REPTO            0.795
-score STATIC_XPRIO_OLE               0.810
+score SPOOFED_FREEM_REPTO            0.797
+score STATIC_XPRIO_OLE               0.817
 score STOCK_LOW_CONTRAST             2.499
 score SUBJ_OBFU_PUNCT_FEW            0.749
 score SUBJ_OBFU_PUNCT_MANY           0.569
-score TEQF_USR_POLITE                0.870
+score TEQF_USR_POLITE                0.767
 score THIS_AD                        1.599
-score THIS_IS_ADV_SUSP_NTLD          0.232
+score THIS_IS_ADV_SUSP_NTLD          0.093
 score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
-score TO_EQ_FM_DIRECT_MX             1.524
+score TO_EQ_FM_DIRECT_MX             1.520
 score TO_EQ_FM_DOM_HTML_IMG          0.001
 score TO_EQ_FM_DOM_HTML_ONLY         2.099
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
 score TO_EQ_FM_HTML_ONLY             0.001
-score TO_EQ_FM_SPF_FAIL              0.234
+score TO_EQ_FM_SPF_FAIL              0.262
 score TO_IN_SUBJ                     0.099
-score TO_NAME_SUBJ_NO_RDNS           2.262
+score TO_NAME_SUBJ_NO_RDNS           2.261
 score TO_NO_BRKTS_FROM_MSSP          2.499
-score TO_NO_BRKTS_HTML_IMG           1.993
+score TO_NO_BRKTS_HTML_IMG           1.750
 score TO_NO_BRKTS_HTML_ONLY          1.999
 score TO_NO_BRKTS_MSFT               0.001
-score TO_NO_BRKTS_NORDNS_HTML        1.608
-score TO_NO_BRKTS_PCNT               2.500
+score TO_NO_BRKTS_NORDNS_HTML        1.606
+score TO_NO_BRKTS_PCNT               2.499
 score TVD_SPACE_ENCODED              0.001
 score TVD_SPACE_RATIO_MINFP          2.499
-score TVD_SUBJ_FINGER_07             2.599
-score UNICODE_OBFU_ASC               2.499
-score UPGRADE_MAILBOX                1.642
-score URI_BUFFLY                     1.663
-score URI_GOOGLE_PROXY               2.700
+score UNICODE_OBFU_ASC               2.500
+score UPGRADE_MAILBOX                1.680
+score URI_BUFFLY                     1.999
+score URI_GOOGLE_PROXY               2.699
 score URI_IMG_WP_REDIR               2.999
-score URI_ONLY_MSGID_MALF            0.984
-score URI_PHISH                      3.080
+score URI_ONLY_MSGID_MALF            1.293
+score URI_PHISH                      3.037
 score URI_PHP_REDIR                  3.499
 score URI_TRY_3LD                    1.999
 score URI_WP_DIRINDEX                3.499
-score URI_WP_HACKED                  1.668
+score URI_WP_HACKED                  1.663
 score URI_WP_HACKED_2                2.499
-score XPRIO_SHORT_SUBJ               2.500
+score XPRIO_SHORT_SUBJ               2.499
 score XPRIO_URL_SHORTNER             0.999
-score ZW_OBFU_BITCOIN                2.218
 score AC_BR_BONANZA                  0.001
 score AC_HTML_NONSENSE_TAGS          1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1876862&r1=1876861&r2=1876862&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Apr 23 06:10:43 2020
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 752061  53.379%  (99.688% of non-spam corpus)
-# Correctly spam:     463020  32.864%  (70.744% of spam corpus)
-# False positives:      2351  0.167%  (0.312% of nonspam,  62783 weighted)
-# False negatives:    191478  13.591%  (29.256% of spam, 409116 weighted)
+# Correctly non-spam: 751014  53.391%  (99.706% of non-spam corpus)
+# Correctly spam:     457499  32.524%  (70.017% of spam corpus)
+# False positives:      2215  0.157%  (0.294% of nonspam,  59528 weighted)
+# False negatives:    195910  13.928%  (29.983% of spam, 419808 weighted)
 # Average score for spam:  8.0    nonspam: 0.6
 # Average for false-pos:   6.2  false-neg: 2.1
-# TOTAL:              1408910  100.00%
+# TOTAL:              1406638  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  93586  99.50%
-# Correctly spam:      59073  72.37%
-# False positives:       470  0.50%
-# False negatives:     22556  27.63%
-# TCR(l=50): 1.772386  SpamRecall: 72.368%  SpamPrec: 99.211%
+# Correctly non-spam:  93402  99.46%
+# Correctly spam:      58306  71.56%
+# False positives:       510  0.54%
+# False negatives:     23175  28.44%
+# TCR(l=50): 1.673980  SpamRecall: 71.558%  SpamPrec: 99.133%
 
 ##### 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: 741643  98.31%
-# Correctly spam:     315996  48.28%
-# False positives:     12769  1.69%
-# False negatives:    338502  51.72%
-# TCR(l=50): 0.669939  SpamRecall: 48.281%  SpamPrec: 96.116%
+# Correctly non-spam: 740652  98.33%
+# Correctly spam:     311666  47.70%
+# False positives:     12577  1.67%
+# False negatives:    341743  52.30%
+# TCR(l=50): 0.673206  SpamRecall: 47.698%  SpamPrec: 96.121%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  92488  98.33%
-# Correctly spam:      39544  48.44%
-# False positives:      1568  1.67%
-# False negatives:     42085  51.56%
-# TCR(l=50): 0.677503  SpamRecall: 48.444%  SpamPrec: 96.186%
+# Correctly non-spam:  92308  98.29%
+# Correctly spam:      38453  47.19%
+# False positives:      1604  1.71%
+# False negatives:     43028  52.81%
+# TCR(l=50): 0.661221  SpamRecall: 47.193%  SpamPrec: 95.996%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1876862&r1=1876861&r2=1876862&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Apr 23 06:10:43 2020
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 743142  51.417%  (98.875% of non-spam corpus)
-# Correctly spam:     604364  41.815%  (87.121% of spam corpus)
-# False positives:      8459  0.585%  (1.125% of nonspam, 654955 weighted)
-# False negatives:     89346  6.182%  (12.879% of spam, 182313 weighted)
+# Correctly non-spam: 743177  51.421%  (98.879% of non-spam corpus)
+# Correctly spam:     604127  41.800%  (87.089% of spam corpus)
+# False positives:      8424  0.583%  (1.121% of nonspam, 653293 weighted)
+# False negatives:     89562  6.197%  (12.911% of spam, 182884 weighted)
 # Average score for spam:  16.1    nonspam: -1.3
 # Average for false-pos:   8.4  false-neg: 2.0
-# TOTAL:              1445311  100.00%
+# TOTAL:              1445290  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  91780  97.93%
-# Correctly spam:      75485  87.24%
+# Correctly spam:      75463  87.21%
 # False positives:      1943  2.07%
-# False negatives:     11044  12.76%
-# TCR(l=50): 0.799758  SpamRecall: 87.237%  SpamPrec: 97.491%
+# False negatives:     11065  12.79%
+# TCR(l=50): 0.799593  SpamRecall: 87.212%  SpamPrec: 97.490%
 
 ##### 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: 746209  99.28%
-# Correctly spam:     428899  61.83%
+# Correctly spam:     428917  61.83%
 # False positives:      5392  0.72%
-# False negatives:    264811  38.17%
-# TCR(l=50): 1.298083  SpamRecall: 61.827%  SpamPrec: 98.758%
+# False negatives:    264772  38.17%
+# TCR(l=50): 1.298139  SpamRecall: 61.831%  SpamPrec: 98.758%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  93003  99.23%
-# Correctly spam:      53492  61.82%
+# Correctly spam:      53544  61.88%
 # False positives:       720  0.77%
-# False negatives:     33037  38.18%
-# TCR(l=50): 1.253371  SpamRecall: 61.820%  SpamPrec: 98.672%
+# False negatives:     32984  38.12%
+# TCR(l=50): 1.254320  SpamRecall: 61.881%  SpamPrec: 98.673%