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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/12/05 06:10:24 UTC

svn commit: r1870864 [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=1870864&r1=1870863&r2=1870864&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Dec  5 06:10:24 2019
@@ -5,145 +5,144 @@ score AC_BR_BONANZA                  0.0
 score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              2.598
 score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              3.465
+score ADVANCE_FEE_3_NEW              3.468
 score ADVANCE_FEE_3_NEW_MONEY        2.699
-score ADVANCE_FEE_4_NEW              2.299
-score ADVANCE_FEE_4_NEW_MONEY        2.699
-score ADVANCE_FEE_5_NEW_FRM_MNY      0.301
-score AD_PREFS                       0.473
-score ALIBABA_IMG_NOT_RCVD_ALI       2.499
-score AMAZON_IMG_NOT_RCVD_AMZN       1.047
-score AXB_XMAILER_MIMEOLE_OL_024C2   2.614
-score BITCOIN_DEADLINE               2.199
-score BITCOIN_EXTORT_01              2.396
-score BITCOIN_MALWARE                1.537
+score ADVANCE_FEE_4_NEW              2.244
+score ADVANCE_FEE_4_NEW_MONEY        2.799
+score ADVANCE_FEE_5_NEW_FRM_MNY      0.308
+score AD_PREFS                       0.470
+score ALIBABA_IMG_NOT_RCVD_ALI       1.006
+score AMAZON_IMG_NOT_RCVD_AMZN       1.272
+score AXB_XMAILER_MIMEOLE_OL_024C2   0.236
+score BITCOIN_DEADLINE               1.802
+score BITCOIN_EXTORT_01              2.398
+score BITCOIN_MALWARE                2.037
 score BITCOIN_SPAM_02                2.499
-score BITCOIN_SPAM_05                0.710
+score BITCOIN_SPAM_05                0.960
 score BITCOIN_SPAM_07                3.499
-score BITCOIN_SPAM_08                0.006
-score BITCOIN_SPAM_09                1.500
+score BITCOIN_SPAM_08                0.004
+score BITCOIN_SPAM_09                1.499
 score BODY_EMPTY                     0.001
-score BODY_SINGLE_URI                1.070
-score BODY_SINGLE_WORD               1.244
+score BODY_SINGLE_URI                0.922
+score BODY_SINGLE_WORD               1.389
 score BODY_URI_ONLY                  0.999
-score BOGUS_MSM_HDRS                 2.927
-score CK_HELO_DYNAMIC_SPLIT_IP       0.148
+score BOGUS_MSM_HDRS                 2.928
+score CK_HELO_DYNAMIC_SPLIT_IP       0.146
 score CK_HELO_GENERIC                0.249
-score DATE_IN_FUTURE_96_Q            2.150
-score DEAR_BENEFICIARY               2.899
-score DKIMWL_BL                      2.999
+score DATE_IN_FUTURE_96_Q            2.109
+score DEAR_BENEFICIARY               2.655
+score DKIMWL_BL                      3.000
 score DKIMWL_WL_HIGH                 -0.001
 score DKIMWL_WL_MED                  -0.001 # force non-zero
-score DRUGS_ERECTILE_SHORT_SHORTNER  1.190
+score DRUGS_ERECTILE_SHORT_SHORTNER  0.651
 score DX_TEXT_03                     2.299
-score EBAY_IMG_NOT_RCVD_EBAY         2.381
-score END_FUTURE_EMAILS              1.108
-score FAKE_REPLY_A1                  3.199
-score FAKE_REPLY_B                   0.507
-score FILL_THIS_FORM                 0.186
-score FORGED_RELAY_MUA_TO_MX         3.123
+score EBAY_IMG_NOT_RCVD_EBAY         1.742
+score END_FUTURE_EMAILS              1.020
+score FAKE_REPLY_A1                  3.200
+score FAKE_REPLY_B                   0.628
+score FILL_THIS_FORM                 0.187
+score FORGED_RELAY_MUA_TO_MX         3.188
 score FORGED_SPF_HELO                2.099
 score FORM_FRAUD                     0.999
 score FORM_FRAUD_5                   0.001
 score FREEMAIL_FORGED_FROMDOMAIN     0.249
 score FROMSPACE                      0.001
-score FROM_2_EMAILS_SHORT            0.913
+score FROM_2_EMAILS_SHORT            0.881
 score FROM_ADDR_WS                   0.362
 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                 1.999
+score FROM_MISSPACED                 1.902
 score FROM_MISSP_DYNIP               3.799
-score FROM_MISSP_EH_MATCH            1.999
-score FROM_MISSP_FREEMAIL            2.874
-score FROM_MISSP_MSFT                3.019
+score FROM_MISSP_EH_MATCH            2.000
+score FROM_MISSP_FREEMAIL            3.099
+score FROM_MISSP_MSFT                0.237
 score FROM_MISSP_REPLYTO             2.499
 score FROM_MISSP_SPF_FAIL            1.999
-score FROM_MISSP_USER                1.315
-score FROM_MISSP_XPRIO               2.347
-score FROM_NTLD_LINKBAIT             1.178
-score FROM_NTLD_REPLY_FREEMAIL       0.539
-score FROM_PAYPAL_SPOOF              1.600
+score FROM_MISSP_USER                1.355
+score FROM_MISSP_XPRIO               2.280
+score FROM_NTLD_LINKBAIT             1.716
+score FROM_NTLD_REPLY_FREEMAIL       0.175
+score FROM_PAYPAL_SPOOF              1.599
 score FROM_SUSPICIOUS_NTLD           0.499
 score FROM_SUSPICIOUS_NTLD_FP        2.000
-score FROM_UNBAL1                    0.503
-score FROM_WORDY                     1.893
-score FSL_BULK_SIG                   0.136
-score FSL_CTYPE_WIN1251              1.121
+score FROM_UNBAL1                    0.420
+score FROM_WORDY                     1.896
+score FSL_BULK_SIG                   0.137
+score FSL_CTYPE_WIN1251              0.648
 score FSL_NEW_HELO_USER              1.999
-score FSL_THIS_IS_ADV                2.714
-score FUZZY_CLICK_HERE               1.755
-score GB_BITCOIN_CP                  2.451
-score GB_BITCOIN_NH                  1.550
+score FSL_THIS_IS_ADV                2.713
+score FUZZY_CLICK_HERE               0.719
+score GB_BITCOIN_CP                  1.932
+score GB_BITCOIN_NH                  1.428
 score GB_FREEMAIL_DISPTO             0.001
-score GB_GOOGLE_OBFU                 0.749
-score HDRS_LCASE                     0.100
-score HDRS_LCASE_IMGONLY             0.100
-score HDR_ORDER_FTSDMCXX_DIRECT      1.999
+score GB_GOOGLE_OBFU                 0.001
+score HDRS_LCASE                     0.099
+score HDRS_LCASE_IMGONLY             0.099
+score HDR_ORDER_FTSDMCXX_DIRECT      2.000
 score HDR_ORDER_FTSDMCXX_NORDNS      3.499
 score HEADER_FROM_DIFFERENT_DOMAINS  0.250
 score HELO_MISC_IP                   0.167
-score HELO_NO_DOMAIN                 0.057
+score HELO_NO_DOMAIN                 0.166
 score HK_NAME_MR_MRS                 0.999
 score HK_RANDOM_FROM                 0.999
 score HK_RANDOM_REPLYTO              0.999
-score HK_RCVD_IP_MULTICAST           1.562
+score HK_RCVD_IP_MULTICAST           1.564
 score HK_SCAM                        1.999
-score HOSTED_IMG_DIRECT_MX           2.939
-score HOSTED_IMG_FREEM               1.454
-score HOSTED_IMG_MULTI               1.893
+score HOSTED_IMG_DIRECT_MX           1.970
+score HOSTED_IMG_FREEM               1.230
+score HOSTED_IMG_MULTI               2.063
 score HTML_OFF_PAGE                  2.999
-score HTML_SINGLET_MANY              0.903
-score HTML_TEXT_INVISIBLE_STYLE      2.027
+score HTML_SINGLET_MANY              1.031
+score HTML_TEXT_INVISIBLE_STYLE      2.032
 score IMG_ONLY_FM_DOM_INFO           2.499
 score KB_FORGED_MOZ4                 0.001
-score KHOP_FAKE_EBAY                 0.753
+score KHOP_FAKE_EBAY                 1.080
 score KHOP_HELO_FCRDNS               0.400
-score LIST_PARTIAL_SHORT_MSG         2.499
-score LIST_PRTL_SAME_USER            0.253
-score LITECOIN_EXTORT_01             0.654
-score LONG_HEX_URI                   2.044
+score LIST_PARTIAL_SHORT_MSG         2.500
+score LIST_PRTL_SAME_USER            0.613
+score LITECOIN_EXTORT_01             0.775
+score LONG_HEX_URI                   2.009
 score LONG_IMG_URI                   0.966
 score LOTS_OF_MONEY                  0.010
-score MALF_HTML_B64                  2.250
-score MALWARE_NORDNS                 1.806
-score MALWARE_PASSWORD               3.050
-score MANY_HDRS_LCASE                0.100
+score MALF_HTML_B64                  0.278
+score MALWARE_NORDNS                 1.134
+score MALWARE_PASSWORD               2.978
 score MAY_BE_FORGED                  0.001
 score MILLION_HUNDRED                2.699
 score MIMEOLE_DIRECT_TO_MX           1.999
-score MIXED_ES                       2.499
+score MIXED_ES                       2.600
 score MONEY_ATM_CARD                 2.699
-score MONEY_FORM_SHORT               2.218
-score MONEY_FRAUD_3                  1.045
+score MONEY_FORM_SHORT               2.224
+score MONEY_FRAUD_3                  1.039
 score MONEY_FRAUD_5                  0.001
 score MONEY_FRAUD_8                  3.099
 score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               1.999
-score NORDNS_LOW_CONTRAST            1.495
-score NO_FM_NAME_IP_HOSTN            1.259
-score NSL_RCVD_FROM_USER             1.352
-score NSL_RCVD_HELO_USER             1.128
-score NUMBEREND_LINKBAIT             0.327
-score NUMBERONLY_BITCOIN_EXP         0.700
-score OBFU_BITCOIN                   2.884
+score NORDNS_LOW_CONTRAST            1.485
+score NO_FM_NAME_IP_HOSTN            1.261
+score NSL_RCVD_FROM_USER             1.803
+score NSL_RCVD_HELO_USER             1.651
+score NUMBEREND_LINKBAIT             0.143
+score NUMBERONLY_BITCOIN_EXP         1.999
+score OBFU_BITCOIN                   2.999
 score ONLINE_MKTG_CNSLT              2.799
 score PDS_BTC_ID                     0.499
-score PDS_BTC_MSGID                  0.999
-score PDS_DBL_URL_TNB_RUNON          1.318
+score PDS_BTC_MSGID                  1.000
+score PDS_DBL_URL_TNB_RUNON          1.795
 score PDS_FRNOM_TODOM_NAKED_TO       1.499
-score PDS_FROM_2_EMAILS              1.137
-score PDS_FROM_NAME_TO_DOMAIN        1.000
+score PDS_FROM_2_EMAILS              1.128
+score PDS_FROM_NAME_TO_DOMAIN        0.999
 score PDS_HP_HELO_NORDNS             0.001
-score PDS_LTC_AHACKER                0.766
+score PDS_LTC_AHACKER                1.905
 score PDS_LTC_CP                     2.999
-score PDS_LTC_HUSH                   2.325
-score PDS_NAKED_TO_NUMERO            1.999
+score PDS_LTC_HUSH                   2.323
+score PDS_NAKED_TO_NUMERO            1.947
 score PDS_PHPEXP_BOT                 1.499
 score PDS_PHPE_URISHORTENER          1.999
-score PDS_PHP_EVAL                   1.499
+score PDS_PHP_EVAL                   1.500
 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
 score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
 score PDS_TONAME_EQ_TOLOCAL_SHORT    1.999
@@ -154,51 +153,51 @@ score PHP_ORIG_SCRIPT                2.0
 score PP_MIME_FAKE_ASCII_TEXT        0.825
 score RATWARE_NO_RDNS                2.999
 score RCVD_IN_MSPIKE_H2              -0.001
-score SERGIO_SUBJECT_PORN014         3.099
-score SERGIO_SUBJECT_VIAGRA01        2.771
-score SHORTENER_SHORT_IMG            2.499
-score SHORT_IMG_SUSP_NTLD            0.001
+score SERGIO_SUBJECT_PORN014         2.999
+score SERGIO_SUBJECT_VIAGRA01        2.775
+score SHORTENER_SHORT_IMG            0.882
+score SHORT_IMG_SUSP_NTLD            1.075
 score SHORT_SHORTNER                 1.999
-score SINGLETS_LOW_CONTRAST          1.736
-score SPOOFED_FREEMAIL               1.999
-score SPOOFED_FREEMAIL_NO_RDNS       0.001 # force non-zero
-score SPOOFED_FREEM_REPTO            2.161
-score STATIC_XPRIO_OLE               1.572
-score STOCK_LOW_CONTRAST             2.500
-score SUBJ_OBFU_PUNCT_FEW            0.749
+score SINGLETS_LOW_CONTRAST          1.608
+score SPOOFED_FREEMAIL               2.000
+score SPOOFED_FREEMAIL_NO_RDNS       0.082
+score SPOOFED_FREEM_REPTO            2.079
+score STATIC_XPRIO_OLE               1.999
+score STOCK_LOW_CONTRAST             2.499
+score SUBJ_OBFU_PUNCT_FEW            0.750
 score SUBJ_OBFU_PUNCT_MANY           1.749
 score THIS_AD                        1.999
 score TONOM_EQ_TOLOC_SHRT_PSHRTNER   1.499
-score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.500
-score TO_EQ_FM_DIRECT_MX             0.278
+score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
+score TO_EQ_FM_DIRECT_MX             0.276
 score TO_EQ_FM_DOM_HTML_IMG          0.001
-score TO_EQ_FM_DOM_HTML_ONLY         0.268
-score TO_EQ_FM_DOM_SPF_FAIL          0.806
-score TO_EQ_FM_HTML_ONLY             0.742
-score TO_EQ_FM_SPF_FAIL              0.211
+score TO_EQ_FM_DOM_HTML_ONLY         0.039
+score TO_EQ_FM_DOM_SPF_FAIL          0.991
+score TO_EQ_FM_HTML_ONLY             0.626
+score TO_EQ_FM_SPF_FAIL              0.001
 score TO_IN_SUBJ                     0.100
-score TO_NAME_SUBJ_NO_RDNS           2.257
-score TO_NO_BRKTS_DYNIP              3.498
+score TO_NAME_SUBJ_NO_RDNS           2.262
+score TO_NO_BRKTS_DYNIP              3.500
 score TO_NO_BRKTS_FROM_MSSP          2.499
-score TO_NO_BRKTS_HTML_IMG           0.838
+score TO_NO_BRKTS_HTML_IMG           0.840
 score TO_NO_BRKTS_HTML_ONLY          1.999
 score TO_NO_BRKTS_MSFT               2.499
-score TO_NO_BRKTS_NORDNS_HTML        1.999
+score TO_NO_BRKTS_NORDNS_HTML        2.000
 score TO_NO_BRKTS_PCNT               2.499
-score TVD_IP_OCT                     0.747
+score TVD_IP_OCT                     1.068
 score TVD_SPACE_ENCODED              0.001
 score TVD_SPACE_RATIO_MINFP          2.499
-score UPGRADE_MAILBOX                0.988
-score URI_GOOGLE_PROXY               2.299
-score URI_ONLY_MSGID_MALF            1.999
-score URI_PHISH                      3.591
+score UPGRADE_MAILBOX                0.812
+score URI_GOOGLE_PROXY               2.300
+score URI_ONLY_MSGID_MALF            2.000
+score URI_PHISH                      3.786
 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                2.500
-score XPRIO_SHORT_SUBJ               2.500
-score XPRIO_URL_SHORTNER             0.813
+score URI_WP_HACKED_2                2.499
+score XPRIO_SHORT_SUBJ               2.499
+score XPRIO_URL_SHORTNER             0.839
 score AC_HTML_NONSENSE_TAGS          1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -266,6 +265,7 @@ score HTML_SHRT_CMNT_OBFU_MANY       1.0
 score HTML_TEXT_INVISIBLE_FONT       1.000
 score LIST_PRTL_PUMPDUMP             1.000
 score LUCRATIVE                      1.000
+score MANY_HDRS_LCASE                0.100
 score MIME_NO_TEXT                   1.000
 score MONERO_EXTORT_01               1.000
 score MSM_PRIO_REPTO                 1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1870864&r1=1870863&r2=1870864&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Dec  5 06:10:24 2019
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 664974  42.969%  (99.548% of non-spam corpus)
-# Correctly spam:     710278  45.896%  (80.751% of spam corpus)
-# False positives:      3016  0.195%  (0.452% of nonspam, 115986 weighted)
-# False negatives:    169315  10.941%  (19.249% of spam, 366228 weighted)
-# Average score for spam:  10.6    nonspam: 0.6
-# Average for false-pos:   5.8  false-neg: 2.2
-# TOTAL:              1547583  100.00%
+# Correctly non-spam: 664516  42.941%  (99.480% of non-spam corpus)
+# Correctly spam:     710847  45.935%  (80.822% of spam corpus)
+# False positives:      3474  0.224%  (0.520% of nonspam, 131100 weighted)
+# False negatives:    168673  10.900%  (19.178% of spam, 363827 weighted)
+# Average score for spam:  10.8    nonspam: 0.6
+# Average for false-pos:   5.7  false-neg: 2.2
+# TOTAL:              1547510  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  82823  99.37%
-# Correctly spam:      88996  81.05%
-# False positives:       525  0.63%
-# False negatives:     20809  18.95%
-# TCR(l=50): 2.333347  SpamRecall: 81.049%  SpamPrec: 99.414%
+# Correctly non-spam:  82728  99.26%
+# Correctly spam:      88889  80.96%
+# False positives:       620  0.74%
+# False negatives:     20904  19.04%
+# TCR(l=50): 2.115309  SpamRecall: 80.961%  SpamPrec: 99.307%
 
 ##### 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: 653001  97.76%
-# Correctly spam:     360960  41.04%
+# Correctly spam:     361172  41.06%
 # False positives:     14989  2.24%
-# False negatives:    518633  58.96%
-# TCR(l=50): 0.693640  SpamRecall: 41.037%  SpamPrec: 96.013%
+# False negatives:    518348  58.94%
+# TCR(l=50): 0.693738  SpamRecall: 41.065%  SpamPrec: 96.015%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  81521  97.81%
-# Correctly spam:      45231  41.19%
+# Correctly spam:      44992  40.98%
 # False positives:      1827  2.19%
-# False negatives:     64574  58.81%
-# TCR(l=50): 0.704221  SpamRecall: 41.192%  SpamPrec: 96.118%
+# False negatives:     64801  59.02%
+# TCR(l=50): 0.703121  SpamRecall: 40.979%  SpamPrec: 96.098%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1870864&r1=1870863&r2=1870864&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Dec  5 06:10:24 2019
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 659510  41.673%  (99.825% of non-spam corpus)
-# Correctly spam:     844318  53.351%  (91.584% of spam corpus)
-# False positives:      1155  0.073%  (0.175% of nonspam, 102142 weighted)
-# False negatives:     77587  4.903%  (8.416% of spam, 148453 weighted)
-# Average score for spam:  16.0    nonspam: -2.3
+# Correctly non-spam: 659500  41.675%  (99.824% of non-spam corpus)
+# Correctly spam:     844305  53.353%  (91.590% of spam corpus)
+# False positives:      1165  0.074%  (0.176% of nonspam, 102891 weighted)
+# False negatives:     77522  4.899%  (8.410% of spam, 148569 weighted)
+# Average score for spam:  15.9    nonspam: -2.3
 # Average for false-pos:   6.3  false-neg: 1.9
-# TOTAL:              1582570  100.00%
+# TOTAL:              1582492  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  82241  99.81%
-# Correctly spam:     105611  91.78%
-# False positives:       159  0.19%
-# False negatives:      9461  8.22%
-# TCR(l=50): 6.609155  SpamRecall: 91.778%  SpamPrec: 99.850%
+# Correctly non-spam:  82240  99.81%
+# Correctly spam:     105622  91.80%
+# False positives:       160  0.19%
+# False negatives:      9436  8.20%
+# TCR(l=50): 6.598876  SpamRecall: 91.799%  SpamPrec: 99.849%
 
 ##### 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: 658581  99.68%
-# Correctly spam:     591172  64.13%
+# Correctly spam:     591551  64.17%
 # False positives:      2084  0.32%
-# False negatives:    330733  35.87%
-# TCR(l=50): 2.119648  SpamRecall: 64.125%  SpamPrec: 99.649%
+# False negatives:    330276  35.83%
+# TCR(l=50): 2.121698  SpamRecall: 64.172%  SpamPrec: 99.649%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  82126  99.67%
-# Correctly spam:      74055  64.36%
+# Correctly spam:      73873  64.21%
 # False positives:       274  0.33%
-# False negatives:     41017  35.64%
-# TCR(l=50): 2.103039  SpamRecall: 64.355%  SpamPrec: 99.631%
+# False negatives:     41185  35.79%
+# TCR(l=50): 2.096347  SpamRecall: 64.205%  SpamPrec: 99.630%