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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/06/05 05:44:44 UTC

svn commit: r1878495 [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=1878495&r1=1878494&r2=1878495&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jun  5 05:44:44 2020
@@ -4,187 +4,188 @@
 score AC_BR_BONANZA                  0.001 # force non-zero
 score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              0.001
-score ADMITS_SPAM                    0.958
-score ADVANCE_FEE_2_NEW_MONEY        1.421
-score ADVANCE_FEE_3_NEW              2.590
-score ADVANCE_FEE_3_NEW_MONEY        1.092
-score ADVANCE_FEE_4_NEW              0.001 # force non-zero
-score ADVANCE_FEE_4_NEW_MONEY        2.085
+score ADMITS_SPAM                    0.956
+score ADVANCE_FEE_2_NEW_MONEY        1.999
+score ADVANCE_FEE_3_NEW              3.468
+score ADVANCE_FEE_3_NEW_MONEY        1.230
+score ADVANCE_FEE_4_NEW              0.001
+score ADVANCE_FEE_4_NEW_MONEY        2.157
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        0.021
-score AD_PREFS                       0.033
+score ADVANCE_FEE_5_NEW_MONEY        0.001
+score AD_PREFS                       0.178
 score APP_DEVELOPMENT_NORDNS         1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2   1.942
-score BITCOIN_EXTORT_01              0.856
-score BITCOIN_EXTORT_02              2.722
-score BITCOIN_SPAM_01                1.263
-score BITCOIN_SPAM_02                0.001 # force non-zero
-score BITCOIN_SPAM_03                2.382
-score BITCOIN_SPAM_05                1.654
-score BITCOIN_SPAM_08                0.001 # force non-zero
-score BODY_SINGLE_URI                2.089
+score AXB_XMAILER_MIMEOLE_OL_024C2   2.222
+score BITCOIN_EXTORT_01              0.765
+score BITCOIN_EXTORT_02              3.480
+score BITCOIN_SPAM_01                1.039
+score BITCOIN_SPAM_02                0.521
+score BITCOIN_SPAM_03                1.998
+score BITCOIN_SPAM_05                1.557
+score BITCOIN_SPAM_08                1.485
+score BODY_SINGLE_URI                2.133
 score BODY_SINGLE_WORD               0.001
-score BODY_URI_ONLY                  1.000
+score BODY_URI_ONLY                  0.999
 score CK_HELO_DYNAMIC_SPLIT_IP       1.499
 score CK_HELO_GENERIC                0.249
 score CTE_8BIT_MISMATCH              0.999
 score CTYPE_NULL                     2.899
-score DEAR_BENEFICIARY               1.030
-score DKIMWL_BL                      2.303
+score DEAR_BENEFICIARY               1.257
+score DKIMWL_BL                      1.774
 score DKIMWL_WL_HIGH                 -0.001
-score DKIMWL_WL_MED                  -0.001
-score DKIMWL_WL_MEDHI                -0.001 # force non-zero
+score DKIMWL_WL_MED                  -0.001 # force non-zero
+score DKIMWL_WL_MEDHI                -0.001
 score DX_TEXT_03                     0.999
-score END_FUTURE_EMAILS              2.188
-score FILL_THIS_FORM                 0.462
-score FORGED_RELAY_MUA_TO_MX         3.599
-score FORGED_SPF_HELO                2.247
-score FORM_FRAUD_5                   0.001
-score FREEMAIL_FORGED_FROMDOMAIN     0.250
+score END_FUTURE_EMAILS              2.499
+score FILL_THIS_FORM                 0.384
+score FORGED_RELAY_MUA_TO_MX         3.600
+score FORGED_SPF_HELO                2.171
+score FORM_FRAUD                     0.145
+score FORM_FRAUD_5                   0.001 # force non-zero
+score FREEMAIL_FORGED_FROMDOMAIN     0.249
 score FROM_2_EMAILS_SHORT            0.001
-score FROM_ADDR_WS                   0.820
+score FROM_ADDR_WS                   0.814
 score FROM_FMBLA_NEWDOM              1.499
 score FROM_FMBLA_NEWDOM14            0.001
-score FROM_FMBLA_NEWDOM28            0.800
-score FROM_GOV_DKIM_AU               -0.001
-score FROM_GOV_SPOOF                 0.343
+score FROM_FMBLA_NEWDOM28            0.799
+score FROM_GOV_DKIM_AU               -0.001 # force non-zero
+score FROM_GOV_SPOOF                 0.001
 score FROM_MISSPACED                 0.001
-score FROM_MISSP_DYNIP               1.275
+score FROM_MISSP_DYNIP               1.584
 score FROM_MISSP_EH_MATCH            0.001
-score FROM_MISSP_FREEMAIL            2.089
+score FROM_MISSP_FREEMAIL            1.620
 score FROM_MISSP_MSFT                0.001
 score FROM_MISSP_REPLYTO             0.001
 score FROM_MISSP_SPF_FAIL            0.001
 score FROM_MISSP_USER                0.001
 score FROM_MISSP_XPRIO               0.001
-score FROM_NTLD_REPLY_FREEMAIL       1.072
+score FROM_NTLD_REPLY_FREEMAIL       0.455
 score FROM_PAYPAL_SPOOF              0.001
 score FROM_SUSPICIOUS_NTLD           0.499
 score FROM_SUSPICIOUS_NTLD_FP        1.016
-score FSL_BULK_SIG                   0.001
-score FSL_CTYPE_WIN1251              0.270
+score FSL_BULK_SIG                   0.001 # force non-zero
+score FSL_CTYPE_WIN1251              0.001
 score FSL_NEW_HELO_USER              0.001
-score FUZZY_BITCOIN                  2.201
-score FUZZY_SECURITY                 2.486
-score FUZZY_WALLET                   2.004
+score FUZZY_BITCOIN                  2.202
+score FUZZY_SECURITY                 3.999
+score FUZZY_WALLET                   1.381
 score GB_BITCOIN_CP                  2.999
-score GB_BITCOIN_NH                  2.397
-score GB_FREEMAIL_DISPTO             0.500
-score GB_GOOGLE_OBFUS                0.749
-score HDRS_LCASE                     0.100
+score GB_BITCOIN_NH                  2.731
+score GB_FREEMAIL_DISPTO             0.499
+score GB_GOOGLE_OBFUS                0.501
+score HDRS_LCASE                     0.099
 score HDRS_LCASE_IMGONLY             0.100
-score HDR_ORDER_FTSDMCXX_DIRECT      1.001
-score HDR_ORDER_FTSDMCXX_NORDNS      3.000
+score HDR_ORDER_FTSDMCXX_DIRECT      1.311
+score HDR_ORDER_FTSDMCXX_NORDNS      2.999
 score HEADER_FROM_DIFFERENT_DOMAINS  0.250
 score HELO_MISC_IP                   0.249
-score HELO_NO_DOMAIN                 0.001 # force non-zero
-score HK_NAME_MR_MRS                 0.999
+score HELO_NO_DOMAIN                 0.001
+score HK_NAME_MR_MRS                 1.000
 score HK_RANDOM_FROM                 0.999
-score HK_RANDOM_REPLYTO              0.999
-score HK_RCVD_IP_MULTICAST           0.071
-score HK_SCAM                        1.200
-score HOSTED_IMG_FREEM               3.499
-score HOSTED_IMG_MULTI               1.534
-score HTML_FONT_TINY_NORDNS          0.001 # force non-zero
+score HK_RANDOM_REPLYTO              1.000
+score HK_RCVD_IP_MULTICAST           0.118
+score HK_SCAM                        1.100
+score HOSTED_IMG_FREEM               2.420
+score HOSTED_IMG_MULTI               1.075
+score HTML_FONT_TINY_NORDNS          0.001
 score HTML_OFF_PAGE                  0.001
-score HTML_SINGLET_MANY              0.779
-score HTML_TAG_BALANCE_CENTER        2.799
-score HTML_TEXT_INVISIBLE_STYLE      1.293
+score HTML_SINGLET_MANY              1.128
+score HTML_TAG_BALANCE_CENTER        2.876
+score HTML_TEXT_INVISIBLE_STYLE      1.223
 score IMG_ONLY_FM_DOM_INFO           2.499
 score KB_FORGED_MOZ4                 4.099
-score KHOP_FAKE_EBAY                 0.900
+score KHOP_FAKE_EBAY                 0.205
 score KHOP_HELO_FCRDNS               0.276
-score LIST_PRTL_SAME_USER            2.094
-score LONG_HEX_URI                   1.615
-score LONG_IMG_URI                   0.963
+score LIST_PRTL_SAME_USER            2.158
+score LONG_HEX_URI                   2.427
+score LONG_IMG_URI                   0.971
 score LOTS_OF_MONEY                  0.010
-score MALFORMED_FREEMAIL             1.798
+score MALFORMED_FREEMAIL             1.744
 score MALF_HTML_B64                  3.499
-score MANY_SPAN_IN_TEXT              3.619
-score MAY_BE_FORGED                  0.005
-score MILLION_HUNDRED                0.496
-score MIMEOLE_DIRECT_TO_MX           0.001
+score MANY_SPAN_IN_TEXT              3.627
+score MAY_BE_FORGED                  0.001 # force non-zero
+score MILLION_HUNDRED                0.497
+score MIMEOLE_DIRECT_TO_MX           0.099
 score MIME_NO_TEXT                   1.999
-score MONEY_ATM_CARD                 2.069
-score MONEY_FORM_SHORT               1.237
-score MONEY_FRAUD_3                  0.001 # force non-zero
-score MONEY_FRAUD_5                  0.402
-score MONEY_FRAUD_8                  0.125
+score MONEY_ATM_CARD                 1.849
+score MONEY_FORM_SHORT               1.239
+score MONEY_FRAUD_3                  0.001
+score MONEY_FRAUD_5                  0.853
+score MONEY_FRAUD_8                  0.597
 score MONEY_FROM_41                  1.999
-score MONEY_FROM_MISSP               0.001
-score MSM_PRIO_REPTO                 2.321
-score NORDNS_LOW_CONTRAST            2.499
-score NO_FM_NAME_IP_HOSTN            1.065
+score MONEY_FROM_MISSP               0.291
+score MSM_PRIO_REPTO                 2.492
+score NORDNS_LOW_CONTRAST            2.500
+score NO_FM_NAME_IP_HOSTN            0.493
 score NSL_RCVD_FROM_USER             0.001
 score NSL_RCVD_HELO_USER             0.001
-score NUMBERONLY_BITCOIN_EXP         0.001
-score OBFU_BITCOIN                   0.001
-score PDS_BTC_ID                     0.499
+score NUMBERONLY_BITCOIN_EXP         0.620
+score OBFU_BITCOIN                   0.011
+score PDS_BTC_ID                     0.500
 score PDS_BTC_MSGID                  0.001
-score PDS_BTC_NTLD                   0.961
-score PDS_EMPTYSUBJ_URISHRT          0.001 # force non-zero
+score PDS_BTC_NTLD                   0.333
+score PDS_EMPTYSUBJ_URISHRT          0.001
 score PDS_FREEMAIL_REPLYTO_URISHRT   0.001
 score PDS_FRNOM_TODOM_NAKED_TO       1.499
 score PDS_FROM_2_EMAILS              2.199
-score PDS_FROM_NAME_TO_DOMAIN        1.000
-score PDS_HP_HELO_NORDNS             0.057
+score PDS_FROM_NAME_TO_DOMAIN        0.999
+score PDS_HP_HELO_NORDNS             0.196
 score PDS_NAKED_TO_NUMERO            1.999
 score PDS_NO_FULL_NAME_SPOOFED_URL   0.749
 score PDS_OTHER_BAD_TLD              1.999
-score PDS_SHORTFWD_URISHRT           1.499
-score PDS_SHORT_SPOOFED_URL          2.000
-score PDS_TINYSUBJ_URISHRT           0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.047
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.448
-score PDS_TONAME_EQ_TOLOCAL_SHORT    1.999
+score PDS_SHORTFWD_URISHRT           1.500
+score PDS_SHORT_SPOOFED_URL          1.999
+score PDS_TINYSUBJ_URISHRT           0.470
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.495
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TONAME_EQ_TOLOCAL_SHORT    2.000
 score PDS_TONAME_EQ_TOLOCAL_VSHORT   0.999
-score PDS_TO_EQ_FROM_NAME            0.001
+score PDS_TO_EQ_FROM_NAME            1.797
 score PHP_ORIG_SCRIPT                2.499
 score PP_MIME_FAKE_ASCII_TEXT        0.999
 score RATWARE_NO_RDNS                0.001
 score RCVD_IN_MSPIKE_H2              -0.001
-score RDNS_NUM_TLD_ATCHNX            2.209
-score RDNS_NUM_TLD_XM                0.837
-score SCRIPT_GIBBERISH               2.826
+score RDNS_NUM_TLD_ATCHNX            1.180
+score RDNS_NUM_TLD_XM                0.842
+score SCRIPT_GIBBERISH               2.823
 score SERGIO_SUBJECT_VIAGRA01        0.001
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
-score SHORT_IMG_SUSP_NTLD            1.251
+score SHORT_IMG_SUSP_NTLD            0.455
 score SHORT_SHORTNER                 1.999
-score SINGLETS_LOW_CONTRAST          1.458
+score SINGLETS_LOW_CONTRAST          1.108
 score SPOOFED_FREEMAIL               1.999
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
-score SPOOFED_FREEM_REPTO            1.998
+score SPOOFED_FREEM_REPTO            2.001
 score STATIC_XPRIO_OLE               1.999
 score STOCK_LOW_CONTRAST             2.499
-score SUBJ_OBFU_PUNCT_FEW            0.749
+score SUBJ_OBFU_PUNCT_FEW            0.750
 score SUBJ_OBFU_PUNCT_MANY           1.750
-score SUSP_UTF8_WORD_MANY            3.000
+score SUSP_UTF8_WORD_MANY            2.999
 score THIS_AD                        2.099
-score THIS_IS_ADV_SUSP_NTLD          0.836
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER   1.467
-score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.015
-score TO_EQ_FM_DIRECT_MX             2.497
+score THIS_IS_ADV_SUSP_NTLD          0.001
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER   1.189
+score TONOM_EQ_TOLOC_SHRT_SHRTNER    0.545
+score TO_EQ_FM_DIRECT_MX             2.312
 score TO_EQ_FM_DOM_HTML_IMG          0.001
 score TO_EQ_FM_DOM_HTML_ONLY         1.499
-score TO_EQ_FM_DOM_SPF_FAIL          0.001 # force non-zero
-score TO_EQ_FM_HTML_ONLY             0.124
-score TO_EQ_FM_SPF_FAIL              1.101
+score TO_EQ_FM_DOM_SPF_FAIL          0.805
+score TO_EQ_FM_HTML_ONLY             0.062
+score TO_EQ_FM_SPF_FAIL              0.482
 score TO_IN_SUBJ                     0.099
 score TO_NAME_SUBJ_NO_RDNS           2.260
 score TO_NO_BRKTS_FROM_MSSP          2.499
-score TO_NO_BRKTS_HTML_IMG           1.297
+score TO_NO_BRKTS_HTML_IMG           1.165
 score TO_NO_BRKTS_HTML_ONLY          1.999
-score TO_NO_BRKTS_MSFT               0.001
-score TO_NO_BRKTS_NORDNS_HTML        2.000
+score TO_NO_BRKTS_MSFT               0.063
+score TO_NO_BRKTS_NORDNS_HTML        1.999
 score TO_NO_BRKTS_PCNT               2.499
-score TVD_APPROVED                   0.875
-score TVD_SPACE_ENCODED              0.001 # force non-zero
+score TVD_APPROVED                   0.880
+score TVD_SPACE_ENCODED              0.001
 score TVD_SPACE_RATIO_MINFP          2.499
-score UNICODE_OBFU_ASC               1.036
-score UPGRADE_MAILBOX                1.025
-score URI_GOOGLE_PROXY               2.600
+score UNICODE_OBFU_ASC               1.040
+score UPGRADE_MAILBOX                1.612
+score URI_GOOGLE_PROXY               2.599
 score URI_IMG_WP_REDIR               2.999
-score URI_ONLY_MSGID_MALF            1.999
+score URI_ONLY_MSGID_MALF            1.975
 score URI_PHISH                      3.100
 score URI_PHP_REDIR                  3.499
 score URI_TRY_3LD                    1.999
@@ -192,9 +193,9 @@ score URI_WPADMIN                    2.7
 score URI_WP_DIRINDEX                3.499
 score URI_WP_HACKED                  3.499
 score URI_WP_HACKED_2                2.499
-score XFER_LOTSA_MONEY               0.896
-score XPRIO_SHORT_SUBJ               0.425
-score XPRIO_URL_SHORTNER             0.869
+score XFER_LOTSA_MONEY               0.887
+score XPRIO_SHORT_SUBJ               0.964
+score XPRIO_URL_SHORTNER             0.999
 score AC_HTML_NONSENSE_TAGS          1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -238,7 +239,6 @@ score EBAY_IMG_NOT_RCVD_EBAY         1.0
 score ENCRYPTED_MESSAGE              -1.000
 score FBI_MONEY                      1.000
 score FBI_SPOOF                      1.000
-score FORM_FRAUD                     1.000
 score FORM_LOW_CONTRAST              1.000
 score FOUND_YOU                      1.000
 score FREEM_FRNUM_UNICD_EMPTY        1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878495&r1=1878494&r2=1878495&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jun  5 05:44:44 2020
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 919212  64.425%  (99.655% of non-spam corpus)
-# Correctly spam:     347468  24.353%  (68.887% of spam corpus)
-# False positives:      3184  0.223%  (0.345% of nonspam,  55549 weighted)
-# False negatives:    156932  10.999%  (31.113% of spam, 361549 weighted)
+# Correctly non-spam: 898679  63.730%  (99.672% of non-spam corpus)
+# Correctly spam:     349300  24.771%  (68.694% of spam corpus)
+# False positives:      2961  0.210%  (0.328% of nonspam,  53185 weighted)
+# False negatives:    159185  11.289%  (31.306% of spam, 369178 weighted)
 # Average score for spam:  9.4    nonspam: 0.6
 # Average for false-pos:   6.4  false-neg: 2.3
-# TOTAL:              1426796  100.00%
+# TOTAL:              1410125  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 114550  99.50%
-# Correctly spam:      43403  68.91%
-# False positives:       572  0.50%
-# False negatives:     19579  31.09%
-# TCR(l=50): 1.307250  SpamRecall: 68.913%  SpamPrec: 98.699%
+# Correctly non-spam: 112227  99.70%
+# Correctly spam:      43759  68.91%
+# False positives:       342  0.30%
+# False negatives:     19742  31.09%
+# TCR(l=50): 1.723603  SpamRecall: 68.911%  SpamPrec: 99.225%
 
 ##### 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: 910694  98.73%
-# Correctly spam:     262999  52.14%
-# False positives:     11702  1.27%
-# False negatives:    241401  47.86%
-# TCR(l=50): 0.610284  SpamRecall: 52.141%  SpamPrec: 95.740%
+# Correctly non-spam: 890220  98.73%
+# Correctly spam:     270927  53.28%
+# False positives:     11420  1.27%
+# False negatives:    237558  46.72%
+# TCR(l=50): 0.628879  SpamRecall: 53.281%  SpamPrec: 95.955%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 113710  98.77%
-# Correctly spam:      32801  52.08%
-# False positives:      1412  1.23%
-# False negatives:     30181  47.92%
-# TCR(l=50): 0.624939  SpamRecall: 52.080%  SpamPrec: 95.873%
+# Correctly non-spam: 111160  98.75%
+# Correctly spam:      33987  53.52%
+# False positives:      1409  1.25%
+# False negatives:     29514  46.48%
+# TCR(l=50): 0.635239  SpamRecall: 53.522%  SpamPrec: 96.019%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878495&r1=1878494&r2=1878495&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jun  5 05:44:44 2020
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 913952  62.893%  (99.321% of non-spam corpus)
-# Correctly spam:     456322  31.402%  (85.617% of spam corpus)
-# False positives:      6252  0.430%  (0.679% of nonspam, 326733 weighted)
-# False negatives:     76656  5.275%  (14.383% of spam, 155106 weighted)
-# Average score for spam:  13.7    nonspam: -1.8
-# Average for false-pos:   9.0  false-neg: 2.0
-# TOTAL:              1453182  100.00%
+# Correctly non-spam: 906689  62.396%  (98.533% of non-spam corpus)
+# Correctly spam:     456420  31.409%  (85.642% of spam corpus)
+# False positives:     13503  0.929%  (1.467% of nonspam, 535765 weighted)
+# False negatives:     76519  5.266%  (14.358% of spam, 154232 weighted)
+# Average score for spam:  13.8    nonspam: -1.8
+# Average for false-pos:   6.9  false-neg: 2.0
+# TOTAL:              1453131  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 113069  98.47%
-# Correctly spam:      57065  85.72%
-# False positives:      1760  1.53%
-# False negatives:      9508  14.28%
-# TCR(l=50): 0.682744  SpamRecall: 85.718%  SpamPrec: 97.008%
+# Correctly non-spam: 113196  98.58%
+# Correctly spam:      57044  85.69%
+# False positives:      1632  1.42%
+# False negatives:      9524  14.31%
+# TCR(l=50): 0.730521  SpamRecall: 85.693%  SpamPrec: 97.219%
 
 ##### 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: 915023  99.44%
-# Correctly spam:     300495  56.38%
-# False positives:      5181  0.56%
-# False negatives:    232483  43.62%
-# TCR(l=50): 1.084318  SpamRecall: 56.380%  SpamPrec: 98.305%
+# Correctly non-spam: 915052  99.44%
+# Correctly spam:     300617  56.41%
+# False positives:      5140  0.56%
+# False negatives:    232322  43.59%
+# TCR(l=50): 1.089138  SpamRecall: 56.407%  SpamPrec: 98.319%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 114192  99.45%
-# Correctly spam:      37463  56.27%
-# False positives:       637  0.55%
-# False negatives:     29110  43.73%
-# TCR(l=50): 1.092077  SpamRecall: 56.274%  SpamPrec: 98.328%
+# Correctly non-spam: 114167  99.42%
+# Correctly spam:      37444  56.25%
+# False positives:       661  0.58%
+# False negatives:     29124  43.75%
+# TCR(l=50): 1.070673  SpamRecall: 56.249%  SpamPrec: 98.265%