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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/02/08 05:36:31 UTC

svn commit: r1873764 [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=1873764&r1=1873763&r2=1873764&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Feb  8 05:36:31 2020
@@ -3,215 +3,214 @@
 
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              1.759
+score AC_FROM_MANY_DOTS              1.761
 score AC_HTML_NONSENSE_TAGS          1.999
-score ADMITS_SPAM                    0.963
+score ADMITS_SPAM                    1.036
 score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              3.346
-score ADVANCE_FEE_3_NEW_MONEY        1.279
-score ADVANCE_FEE_4_NEW              0.001 # force non-zero
+score ADVANCE_FEE_3_NEW              3.455
+score ADVANCE_FEE_3_NEW_MONEY        1.286
+score ADVANCE_FEE_4_NEW              0.001
 score ADVANCE_FEE_4_NEW_FRM_MNY      2.599
 score ADVANCE_FEE_4_NEW_MONEY        2.699
-score ADVANCE_FEE_5_NEW_FRM_MNY      0.335
-score AD_PREFS                       0.499
-score ALIBABA_IMG_NOT_RCVD_ALI       1.636
-score AMAZON_IMG_NOT_RCVD_AMZN       2.054
-score APP_DEVELOPMENT_NORDNS         1.999
+score ADVANCE_FEE_5_NEW_FRM_MNY      0.240
+score AD_PREFS                       0.500
+score ALIBABA_IMG_NOT_RCVD_ALI       1.640
+score AMAZON_IMG_NOT_RCVD_AMZN       2.052
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score BITCOIN_DEADLINE               0.192
-score BITCOIN_EXTORT_01              3.965
-score BITCOIN_MALWARE                0.001 # force non-zero
-score BITCOIN_PAY_ME                 3.000
-score BITCOIN_SPAM_02                0.001 # force non-zero
+score BITCOIN_DEADLINE               0.191
+score BITCOIN_EXTORT_01              3.124
+score BITCOIN_MALWARE                0.001
+score BITCOIN_PAY_ME                 2.999
+score BITCOIN_SPAM_02                0.001
 score BITCOIN_SPAM_03                2.499
-score BITCOIN_SPAM_05                2.499
-score BITCOIN_SPAM_07                2.904
-score BITCOIN_SPAM_09                0.900
+score BITCOIN_SPAM_05                2.431
+score BITCOIN_SPAM_07                2.894
+score BITCOIN_SPAM_09                1.461
 score BODY_EMPTY                     0.001
-score BODY_SINGLE_URI                2.499
-score BODY_SINGLE_WORD               2.452
+score BODY_SINGLE_URI                2.493
+score BODY_SINGLE_WORD               2.458
 score BODY_URI_ONLY                  0.999
 score BOGUS_MIME_VERSION             3.499
-score BOGUS_MSM_HDRS                 0.231
+score BOGUS_MSM_HDRS                 2.248
 score CANT_SEE_AD                    2.499
-score CK_HELO_DYNAMIC_SPLIT_IP       0.001 # force non-zero
+score CK_HELO_DYNAMIC_SPLIT_IP       0.001
 score CK_HELO_GENERIC                0.249
-score CTE_8BIT_MISMATCH              0.839
-score DEAR_BENEFICIARY               0.001 # force non-zero
-score DKIMWL_BL                      2.290
+score CTE_8BIT_MISMATCH              0.838
+score DEAR_BENEFICIARY               0.001
+score DKIMWL_BL                      2.300
 score DKIMWL_WL_HIGH                 -0.001
-score DKIMWL_WL_MED                  -0.001
-score DX_TEXT_03                     2.800
-score END_FUTURE_EMAILS              1.405
+score DKIMWL_WL_MED                  -0.001 # force non-zero
+score DX_TEXT_03                     2.799
+score END_FUTURE_EMAILS              1.399
 score FILL_THIS_FORM                 0.001
 score FORGED_RELAY_MUA_TO_MX         3.799
-score FORGED_SPF_HELO                2.099
-score FORM_FRAUD                     0.999
-score FORM_FRAUD_3                   0.001
+score FORGED_SPF_HELO                2.100
+score FORM_FRAUD                     0.877
+score FORM_FRAUD_3                   1.991
 score FORM_FRAUD_5                   0.001
 score FOUND_YOU                      3.249
-score FREEMAIL_FORGED_FROMDOMAIN     0.249
-score FROMSPACE                      0.001
-score FROM_2_EMAILS_SHORT            1.546
-score FROM_ADDR_WS                   0.001 # force non-zero
+score FREEMAIL_FORGED_FROMDOMAIN     0.250
+score FROMSPACE                      0.001 # force non-zero
+score FROM_2_EMAILS_SHORT            1.565
+score FROM_ADDR_WS                   0.001
 score FROM_FMBLA_NEWDOM              1.499
 score FROM_FMBLA_NEWDOM14            0.999
-score FROM_FMBLA_NEWDOM28            0.800
-score FROM_GOV_DKIM_AU               -0.001
-score FROM_GOV_SPOOF                 0.351
+score FROM_FMBLA_NEWDOM28            0.799
+score FROM_GOV_DKIM_AU               -0.001 # force non-zero
+score FROM_GOV_SPOOF                 0.634
 score FROM_MISSPACED                 0.001
-score FROM_MISSP_DYNIP               2.791
-score FROM_MISSP_EH_MATCH            0.001
-score FROM_MISSP_FREEMAIL            1.504
+score FROM_MISSP_DYNIP               2.976
+score FROM_MISSP_EH_MATCH            0.001 # force non-zero
+score FROM_MISSP_FREEMAIL            1.508
 score FROM_MISSP_MSFT                0.001
 score FROM_MISSP_REPLYTO             0.001
 score FROM_MISSP_SPF_FAIL            1.037
-score FROM_MISSP_TO_UNDISC           1.929
+score FROM_MISSP_TO_UNDISC           1.572
 score FROM_MISSP_USER                0.001
 score FROM_MISSP_XPRIO               0.001
 score FROM_NAME_EQ_TO_G_DRIVE        0.001
-score FROM_NTLD_LINKBAIT             1.468
-score FROM_NTLD_REPLY_FREEMAIL       1.392
+score FROM_NTLD_LINKBAIT             1.296
+score FROM_NTLD_REPLY_FREEMAIL       1.999
 score FROM_PAYPAL_SPOOF              0.001
-score FROM_SUSPICIOUS_NTLD           0.451
-score FROM_SUSPICIOUS_NTLD_FP        0.995
-score FROM_WORDY                     2.499
-score FSL_BULK_SIG                   0.001
+score FROM_SUSPICIOUS_NTLD           0.498
+score FROM_SUSPICIOUS_NTLD_FP        0.782
+score FROM_WORDY                     2.500
+score FSL_BULK_SIG                   0.001 # force non-zero
 score FSL_CTYPE_WIN1251              0.001
 score FSL_HELO_FAKE                  1.798
 score FSL_NEW_HELO_USER              0.001
-score FSL_THIS_IS_ADV                2.993
+score FSL_THIS_IS_ADV                2.895
 score FUZZY_BITCOIN                  3.899
-score FUZZY_BTC_WALLET               0.001
-score FUZZY_CLICK_HERE               2.699
-score FUZZY_SECURITY                 1.597
+score FUZZY_BTC_WALLET               0.001 # force non-zero
+score FUZZY_CLICK_HERE               2.700
+score FUZZY_SECURITY                 2.888
 score FUZZY_WALLET                   0.001
-score GB_BITCOIN_CP                  2.106
-score GB_BITCOIN_NH                  0.568
-score GB_FREEMAIL_DISPTO             0.002
-score GB_GOOGLE_OBFUR                0.479
+score GB_BITCOIN_CP                  2.223
+score GB_BITCOIN_NH                  1.376
+score GB_FREEMAIL_DISPTO             0.044
+score GB_GOOGLE_OBFUR                0.001
 score GB_GOOGLE_OBFUS                0.749
 score GOOG_REDIR_HTML_ONLY           1.999
-score GOOG_REDIR_NORDNS              0.954
+score GOOG_REDIR_NORDNS              2.775
 score HDRS_LCASE                     0.001 # force non-zero
 score HDRS_LCASE_IMGONLY             0.099
-score HDR_ORDER_FTSDMCXX_DIRECT      1.103
+score HDR_ORDER_FTSDMCXX_DIRECT      0.066
 score HDR_ORDER_FTSDMCXX_NORDNS      3.499
 score HEADER_FROM_DIFFERENT_DOMAINS  0.250
 score HELO_MISC_IP                   0.001
-score HELO_NO_DOMAIN                 0.001 # force non-zero
-score HK_GOLDDUST                    1.289
+score HELO_NO_DOMAIN                 0.001
+score HK_GOLDDUST                    2.799
 score HK_LOTTO                       0.999
 score HK_NAME_MR_MRS                 0.999
 score HK_RANDOM_FROM                 0.999
 score HK_RANDOM_REPLYTO              0.999
 score HK_SCAM                        1.999
-score HOSTED_IMG_MULTI               2.395
-score HTML_OFF_PAGE                  1.077
-score HTML_SINGLET_MANY              1.978
+score HOSTED_IMG_MULTI               2.189
+score HTML_OFF_PAGE                  1.078
+score HTML_SINGLET_MANY              2.062
 score HTML_TAG_BALANCE_CENTER        3.099
 score HTML_TEXT_INVISIBLE_FONT       2.999
-score HTML_TEXT_INVISIBLE_STYLE      1.043
+score HTML_TEXT_INVISIBLE_STYLE      1.067
 score IMG_ONLY_FM_DOM_INFO           2.499
 score KB_FORGED_MOZ4                 0.001
-score KHOP_FAKE_EBAY                 0.842
+score KHOP_FAKE_EBAY                 0.136
 score KHOP_HELO_FCRDNS               0.275
 score LIST_PARTIAL_SHORT_MSG         2.499
-score LIST_PRTL_SAME_USER            0.003
-score LONG_HEX_URI                   2.581
-score LONG_IMG_URI                   1.048
+score LIST_PRTL_SAME_USER            0.648
+score LONG_HEX_URI                   2.522
+score LONG_IMG_URI                   1.041
 score LOTS_OF_MONEY                  0.010
-score MALFORMED_FREEMAIL             1.123
-score MALF_HTML_B64                  0.337
-score MALWARE_NORDNS                 0.001
-score MAY_BE_FORGED                  1.225
+score MALFORMED_FREEMAIL             1.137
+score MALF_HTML_B64                  2.018
+score MALWARE_NORDNS                 0.001 # force non-zero
+score MAY_BE_FORGED                  1.222
 score MILLION_HUNDRED                2.599
 score MIMEOLE_DIRECT_TO_MX           1.999
 score MIME_NO_TEXT                   1.999
 score MONEY_ATM_CARD                 0.001
 score MONEY_FORM                     0.001
-score MONEY_FORM_SHORT               1.680
+score MONEY_FORM_SHORT               1.683
 score MONEY_FRAUD_3                  0.001
 score MONEY_FRAUD_5                  0.001
 score MONEY_FRAUD_8                  2.999
 score MONEY_FROM_41                  1.999
 score NORDNS_LOW_CONTRAST            2.499
-score NO_FM_NAME_IP_HOSTN            0.488
-score NSL_RCVD_FROM_USER             2.108
+score NO_FM_NAME_IP_HOSTN            0.491
+score NSL_RCVD_FROM_USER             2.111
 score NSL_RCVD_HELO_USER             0.001
-score OBFU_BITCOIN                   0.606
-score PDS_BTC_ID                     0.499
+score OBFU_BITCOIN                   1.378
+score PDS_BTC_ID                     0.500
 score PDS_BTC_MSGID                  0.999
-score PDS_DBL_URL_ILLEGAL_CHARS      0.763
-score PDS_DBL_URL_TNB_RUNON          1.999
-score PDS_EMPTYSUBJ_URISHRT          1.382
+score PDS_DBL_URL_ILLEGAL_CHARS      0.858
+score PDS_DBL_URL_TNB_RUNON          2.000
+score PDS_EMPTYSUBJ_URISHRT          1.499
 score PDS_FREEMAIL_REPLYTO_URISHRT   1.499
 score PDS_FRNOM_TODOM_NAKED_TO       1.499
-score PDS_FROM_2_EMAILS              1.702
-score PDS_FROM_NAME_TO_DOMAIN        0.999
+score PDS_FROM_2_EMAILS              1.688
+score PDS_FROM_NAME_TO_DOMAIN        1.000
 score PDS_HELO_SPF_FAIL              1.999
-score PDS_HP_HELO_NORDNS             0.001
-score PDS_OTHER_BAD_TLD              1.676
+score PDS_HP_HELO_NORDNS             0.001 # force non-zero
+score PDS_OTHER_BAD_TLD              1.843
 score PDS_PHPEXP_BOT                 1.499
 score PDS_PHPE_URISHORTENER          1.999
 score PDS_PHP_EVAL                   1.499
 score PDS_SHORTFWD_URISHRT           1.499
-score PDS_SHORT_BOGUS_MSM_HDRS       1.208
+score PDS_SHORT_BOGUS_MSM_HDRS       1.844
 score PDS_TINYSUBJ_URISHRT           1.499
 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.705
-score PDS_TONAME_EQ_TOLOCAL_SHORT    1.971
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.663
+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        0.999
 score RATWARE_NO_RDNS                2.999
-score RCVD_IN_MSPIKE_H2              -0.001
-score RISK_FREE                      0.482
+score RCVD_IN_MSPIKE_H2              -0.001 # force non-zero
+score RISK_FREE                      0.471
 score SERGIO_SUBJECT_PORN014         3.899
 score SERGIO_SUBJECT_VIAGRA01        0.001
 score SHORTENER_SHORT_IMG            0.001
-score SHORT_BODY_G_DRIVE_DYN         0.899
-score SHORT_IMG_SUSP_NTLD            0.768
+score SHORT_BODY_G_DRIVE_DYN         0.314
+score SHORT_IMG_SUSP_NTLD            0.200
 score SHORT_SHORTNER                 1.999
-score SINGLETS_LOW_CONTRAST          0.165
+score SINGLETS_LOW_CONTRAST          0.080
 score SPOOFED_FREEMAIL               1.999
-score SPOOFED_FREEMAIL_NO_RDNS       0.678
-score SPOOFED_FREEM_REPTO            1.997
-score STATIC_XPRIO_OLE               0.724
+score SPOOFED_FREEMAIL_NO_RDNS       0.677
+score SPOOFED_FREEM_REPTO            1.998
+score STATIC_XPRIO_OLE               1.669
 score STOCK_LOW_CONTRAST             2.499
 score SUBJ_OBFU_PUNCT_FEW            0.750
-score SUBJ_OBFU_PUNCT_MANY           1.390
-score THIS_AD                        1.600
-score THIS_IS_ADV_SUSP_NTLD          0.791
+score SUBJ_OBFU_PUNCT_MANY           1.441
+score THIS_AD                        1.599
+score THIS_IS_ADV_SUSP_NTLD          0.860
 score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
-score TO_EQ_FM_DIRECT_MX             1.826
+score TO_EQ_FM_DIRECT_MX             1.633
 score TO_EQ_FM_DOM_HTML_IMG          0.001
-score TO_EQ_FM_DOM_HTML_ONLY         0.801
-score TO_EQ_FM_DOM_SPF_FAIL          0.464
-score TO_EQ_FM_HTML_ONLY             0.482
-score TO_EQ_FM_SPF_FAIL              1.037
+score TO_EQ_FM_DOM_HTML_ONLY         0.588
+score TO_EQ_FM_DOM_SPF_FAIL          0.729
+score TO_EQ_FM_HTML_ONLY             0.054
+score TO_EQ_FM_SPF_FAIL              0.772
 score TO_IN_SUBJ                     0.100
 score TO_NAME_SUBJ_NO_RDNS           0.001
-score TO_NO_BRKTS_FROM_MSSP          0.269
-score TO_NO_BRKTS_HTML_IMG           0.834
+score TO_NO_BRKTS_FROM_MSSP          0.265
+score TO_NO_BRKTS_HTML_IMG           0.838
 score TO_NO_BRKTS_HTML_ONLY          1.999
 score TO_NO_BRKTS_MSFT               0.001
-score TO_NO_BRKTS_NORDNS_HTML        1.277
+score TO_NO_BRKTS_NORDNS_HTML        1.279
 score TVD_SPACE_ENCODED              0.001
-score TVD_SPACE_RATIO_MINFP          1.520
-score UPGRADE_MAILBOX                0.425
+score TVD_SPACE_RATIO_MINFP          1.525
+score UPGRADE_MAILBOX                0.416
 score URI_BUFFLY                     1.999
 score URI_GOOGLE_PROXY               2.299
-score URI_ONLY_MSGID_MALF            0.140
-score URI_PHISH                      3.423
-score URI_PHP_REDIR                  3.499
+score URI_ONLY_MSGID_MALF            0.001
+score URI_PHISH                      3.258
+score URI_PHP_REDIR                  3.500
 score URI_TRY_3LD                    1.999
 score URI_WP_DIRINDEX                3.499
 score URI_WP_HACKED                  3.499
 score URI_WP_HACKED_2                2.499
-score XPRIO_SHORT_SUBJ               2.395
+score XPRIO_SHORT_SUBJ               1.770
 score XPRIO_URL_SHORTNER             0.330
-score YOU_INHERIT                    1.688
+score YOU_INHERIT                    1.785
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
 score AC_SPAMMY_URI_PATTERNS11       1.000
@@ -223,6 +222,7 @@ score AC_SPAMMY_URI_PATTERNS8        1.0
 score AC_SPAMMY_URI_PATTERNS9        1.000
 score ADVANCE_FEE_2_NEW_FORM         1.000
 score APP_DEVELOPMENT_FREEM          1.000
+score APP_DEVELOPMENT_NORDNS         1.000
 score BITCOIN_BOMB                   1.000
 score BITCOIN_SPAM_01                1.000
 score BITCOIN_SPAM_04                1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1873764&r1=1873763&r2=1873764&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Feb  8 05:36:31 2020
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 731646  55.319%  (99.518% of non-spam corpus)
-# Correctly spam:     453073  34.257%  (77.132% of spam corpus)
-# False positives:      3540  0.268%  (0.482% of nonspam,  81537 weighted)
-# False negatives:    134330  10.157%  (22.868% of spam, 269174 weighted)
-# Average score for spam:  13.3    nonspam: 0.6
+# Correctly non-spam: 731945  54.785%  (99.525% of non-spam corpus)
+# Correctly spam:     468528  35.068%  (78.010% of spam corpus)
+# False positives:      3493  0.261%  (0.475% of nonspam,  82026 weighted)
+# False negatives:    132071  9.885%  (21.990% of spam, 265242 weighted)
+# Average score for spam:  12.9    nonspam: 0.6
 # Average for false-pos:   5.8  false-neg: 2.0
-# TOTAL:              1322589  100.00%
+# TOTAL:              1336037  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  91216  99.51%
-# Correctly spam:      56446  77.00%
-# False positives:       452  0.49%
-# False negatives:     16862  23.00%
-# TCR(l=50): 1.857686  SpamRecall: 76.998%  SpamPrec: 99.206%
+# Correctly non-spam:  91262  99.51%
+# Correctly spam:      58391  77.83%
+# False positives:       450  0.49%
+# False negatives:     16632  22.17%
+# TCR(l=50): 1.917178  SpamRecall: 77.831%  SpamPrec: 99.235%
 
 ##### 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: 720972  98.07%
-# Correctly spam:     207027  35.24%
-# False positives:     14214  1.93%
-# False negatives:    380376  64.76%
-# TCR(l=50): 0.538370  SpamRecall: 35.244%  SpamPrec: 93.575%
+# Correctly non-spam: 721238  98.07%
+# Correctly spam:     215285  35.85%
+# False positives:     14200  1.93%
+# False negatives:    385314  64.15%
+# TCR(l=50): 0.548335  SpamRecall: 35.845%  SpamPrec: 93.812%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  89898  98.07%
-# Correctly spam:      25633  34.97%
-# False positives:      1770  1.93%
-# False negatives:     47675  65.03%
-# TCR(l=50): 0.538337  SpamRecall: 34.966%  SpamPrec: 93.541%
+# Correctly non-spam:  89998  98.13%
+# Correctly spam:      26723  35.62%
+# False positives:      1714  1.87%
+# False negatives:     48300  64.38%
+# TCR(l=50): 0.559873  SpamRecall: 35.620%  SpamPrec: 93.973%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1873764&r1=1873763&r2=1873764&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Feb  8 05:36:31 2020
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 719671  55.308%  (98.964% of non-spam corpus)
-# Correctly spam:     497389  38.226%  (86.654% of spam corpus)
-# False positives:      7531  0.579%  (1.036% of nonspam, 551238 weighted)
-# False negatives:     76604  5.887%  (13.346% of spam, 128177 weighted)
-# Average score for spam:  16.5    nonspam: -2.5
+# Correctly non-spam: 719670  55.312%  (98.964% of non-spam corpus)
+# Correctly spam:     497900  38.267%  (86.755% of spam corpus)
+# False positives:      7532  0.579%  (1.036% of nonspam, 551247 weighted)
+# False negatives:     76018  5.843%  (13.245% of spam, 126064 weighted)
+# Average score for spam:  16.8    nonspam: -2.5
 # Average for false-pos:   9.3  false-neg: 1.7
-# TOTAL:              1301195  100.00%
+# TOTAL:              1301120  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  89739  98.96%
-# Correctly spam:      62072  86.66%
-# False positives:       941  1.04%
-# False negatives:      9558  13.34%
-# TCR(l=50): 1.265369  SpamRecall: 86.656%  SpamPrec: 98.507%
+# Correctly non-spam:  89735  98.96%
+# Correctly spam:      62006  86.57%
+# False positives:       945  1.04%
+# False negatives:      9619  13.43%
+# TCR(l=50): 1.259474  SpamRecall: 86.570%  SpamPrec: 98.499%
 
 ##### 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: 724747  99.66%
-# Correctly spam:     317017  55.23%
+# Correctly spam:     317263  55.28%
 # False positives:      2455  0.34%
-# False negatives:    256976  44.77%
-# TCR(l=50): 1.511598  SpamRecall: 55.230%  SpamPrec: 99.232%
+# False negatives:    256655  44.72%
+# TCR(l=50): 1.512679  SpamRecall: 55.280%  SpamPrec: 99.232%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  90371  99.66%
-# Correctly spam:      39695  55.42%
+# Correctly spam:      39612  55.30%
 # False positives:       309  0.34%
-# False negatives:     31935  44.58%
-# TCR(l=50): 1.511660  SpamRecall: 55.417%  SpamPrec: 99.228%
+# False negatives:     32013  44.70%
+# TCR(l=50): 1.509070  SpamRecall: 55.305%  SpamPrec: 99.226%