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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/06/25 04:28:39 UTC

svn commit: r1879173 [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=1879173&r1=1879172&r2=1879173&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jun 25 04:28:38 2020
@@ -3,199 +3,198 @@
 
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              2.957
-score AC_HTML_NONSENSE_TAGS          2.000
-score ADMITS_SPAM                    3.010
+score AC_FROM_MANY_DOTS              2.956
+score AC_HTML_NONSENSE_TAGS          1.999
+score ADMITS_SPAM                    3.099
 score ADVANCE_FEE_2_NEW_FRM_MNY      0.001
 score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              3.468
-score ADVANCE_FEE_3_NEW_FRM_MNY      1.853
+score ADVANCE_FEE_3_NEW              3.466
+score ADVANCE_FEE_3_NEW_FRM_MNY      2.361
 score ADVANCE_FEE_3_NEW_MONEY        2.599
 score ADVANCE_FEE_4_NEW_MONEY        2.299
-score ADVANCE_FEE_5_NEW              2.390
-score ADVANCE_FEE_5_NEW_FRM_MNY      1.438
-score AD_PREFS                       0.230
+score ADVANCE_FEE_5_NEW              2.101
+score ADVANCE_FEE_5_NEW_FRM_MNY      0.609
+score AD_PREFS                       0.108
 score AXB_XMAILER_MIMEOLE_OL_024C2   3.699
-score BITCOIN_EXTORT_01              3.705
-score BODY_SINGLE_URI                1.799
+score BITCOIN_EXTORT_01              3.703
+score BODY_SINGLE_URI                1.800
 score BODY_SINGLE_WORD               0.001
 score BODY_URI_ONLY                  0.999
 score CK_HELO_DYNAMIC_SPLIT_IP       1.499
 score CK_HELO_GENERIC                0.250
 score CTE_8BIT_MISMATCH              0.899
 score CTYPE_NULL                     2.599
-score DATE_IN_FUTURE_96_Q            1.672
-score DEAR_BENEFICIARY               2.453
-score DKIMWL_BL                      2.454
+score DATE_IN_FUTURE_96_Q            2.017
+score DEAR_BENEFICIARY               2.515
+score DKIMWL_BL                      2.115
 score DKIMWL_WL_HIGH                 -0.001
-score DKIMWL_WL_MED                  -0.001 # force non-zero
+score DKIMWL_WL_MED                  -0.001
 score DKIMWL_WL_MEDHI                -0.001
 score DSN_NO_MIMEVERSION             1.999
-score END_FUTURE_EMAILS              2.034
+score END_FUTURE_EMAILS              2.035
 score FILL_THIS_FORM                 0.001
-score FORGED_RELAY_MUA_TO_MX         3.566
+score FORGED_RELAY_MUA_TO_MX         3.598
 score FORGED_SPF_HELO                0.999
-score FORM_FRAUD_3                   1.249
-score FORM_FRAUD_5                   0.296
+score FORM_FRAUD_3                   1.430
+score FORM_FRAUD_5                   0.508
 score FOUND_YOU                      3.249
-score FREEMAIL_FORGED_FROMDOMAIN     0.001 # force non-zero
+score FREEMAIL_FORGED_FROMDOMAIN     0.001
 score FROMSPACE                      2.900
 score FROM_2_EMAILS_SHORT            0.001
-score FROM_ADDR_WS                   0.560
+score FROM_ADDR_WS                   0.001
 score FROM_FMBLA_NEWDOM              1.500
-score FROM_FMBLA_NEWDOM14            0.999
+score FROM_FMBLA_NEWDOM14            1.000
 score FROM_FMBLA_NEWDOM28            0.799
 score FROM_GOV_DKIM_AU               -0.001
 score FROM_GOV_SPOOF                 0.001
-score FROM_MISSPACED                 1.697
-score FROM_MISSP_DYNIP               2.019
-score FROM_MISSP_EH_MATCH            1.417
+score FROM_MISSPACED                 1.701
+score FROM_MISSP_DYNIP               1.562
+score FROM_MISSP_EH_MATCH            0.983
 score FROM_MISSP_FREEMAIL            1.905
-score FROM_MISSP_MSFT                1.788
+score FROM_MISSP_MSFT                1.862
 score FROM_MISSP_REPLYTO             2.499
-score FROM_MISSP_TO_UNDISC           1.415
-score FROM_MISSP_USER                2.251
-score FROM_MISSP_XPRIO               1.990
-score FROM_NTLD_REPLY_FREEMAIL       0.473
+score FROM_MISSP_TO_UNDISC           1.111
+score FROM_MISSP_USER                0.812
+score FROM_MISSP_XPRIO               2.290
+score FROM_NTLD_REPLY_FREEMAIL       0.030
 score FROM_PAYPAL_SPOOF              1.599
 score FROM_SUSPICIOUS_NTLD           0.499
-score FROM_SUSPICIOUS_NTLD_FP        1.999
+score FROM_SUSPICIOUS_NTLD_FP        2.000
 score FROM_WORDY                     2.499
-score FSL_BULK_SIG                   1.220
-score FSL_CTYPE_WIN1251              1.505
-score FSL_NEW_HELO_USER              0.001
-score FSL_THIS_IS_ADV                2.896
-score FUZZY_BITCOIN                  2.599
+score FSL_BULK_SIG                   1.370
+score FSL_CTYPE_WIN1251              3.175
+score FSL_NEW_HELO_USER              0.345
+score FSL_THIS_IS_ADV                3.199
+score FUZZY_BITCOIN                  2.600
 score FUZZY_CLICK_HERE               2.199
 score FUZZY_SECURITY                 2.299
-score FUZZY_WALLET                   1.321
-score GAPPY_GENITALIA                1.745
+score FUZZY_WALLET                   0.753
+score GAPPY_GENITALIA                1.498
 score GB_BITCOIN_CP                  2.999
 score GB_FREEMAIL_DISPTO             0.500
 score GB_FREEMAIL_DISPTO_NOTFREEM    0.499
 score GB_GOOGLE_OBFUS                0.749
-score GOOG_REDIR_HTML_ONLY           1.999
-score GOOG_REDIR_NORDNS              3.060
-score HDRS_LCASE                     0.099
+score GOOG_REDIR_HTML_ONLY           2.000
+score GOOG_REDIR_NORDNS              2.936
+score HDRS_LCASE                     0.100
 score HDRS_LCASE_IMGONLY             0.099
-score HDR_ORDER_FTSDMCXX_DIRECT      1.999
-score HDR_ORDER_FTSDMCXX_NORDNS      2.596
-score HEADER_FROM_DIFFERENT_DOMAINS  0.001 # force non-zero
-score HELO_MISC_IP                   0.250
-score HELO_NO_DOMAIN                 0.001
+score HDR_ORDER_FTSDMCXX_DIRECT      2.000
+score HDR_ORDER_FTSDMCXX_NORDNS      2.637
+score HEADER_FROM_DIFFERENT_DOMAINS  0.001
+score HELO_MISC_IP                   0.249
+score HELO_NO_DOMAIN                 0.001 # force non-zero
 score HK_LOTTO                       0.999
 score HK_NAME_MR_MRS                 0.999
-score HK_RANDOM_FROM                 1.000
+score HK_RANDOM_FROM                 0.999
 score HK_RANDOM_REPLYTO              0.999
 score HK_SCAM                        1.999
-score HOSTED_IMG_FREEM               1.588
-score HOSTED_IMG_MULTI               1.932
+score HOSTED_IMG_FREEM               1.574
+score HOSTED_IMG_MULTI               2.204
 score HTML_FONT_TINY_NORDNS          1.499
-score HTML_SINGLET_MANY              0.187
-score HTML_TEXT_INVISIBLE_STYLE      1.221
-score IMG_ONLY_FM_DOM_INFO           2.459
+score HTML_SINGLET_MANY              0.083
+score HTML_TEXT_INVISIBLE_STYLE      1.222
+score IMG_ONLY_FM_DOM_INFO           2.499
 score KB_FORGED_MOZ4                 4.300
-score KHOP_FAKE_EBAY                 0.001
-score KHOP_HELO_FCRDNS               0.399
+score KHOP_FAKE_EBAY                 0.999
+score KHOP_HELO_FCRDNS               0.400
 score LIST_PARTIAL_SHORT_MSG         2.499
-score LIST_PRTL_SAME_USER            2.975
-score LONG_HEX_URI                   1.610
-score LONG_IMG_URI                   0.709
+score LIST_PRTL_SAME_USER            0.991
+score LONG_HEX_URI                   1.613
+score LONG_IMG_URI                   0.708
 score LOTS_OF_MONEY                  0.010
-score MALF_HTML_B64                  0.918
-score MANY_SPAN_IN_TEXT              2.808
+score MALF_HTML_B64                  0.767
+score MANY_SPAN_IN_TEXT              3.099
 score MAY_BE_FORGED                  0.001
-score MILLION_HUNDRED                0.001
-score MIMEOLE_DIRECT_TO_MX           1.752
-score MIME_NO_TEXT                   1.999
-score MIXED_ES                       0.701
-score MONEY_ATM_CARD                 2.400
+score MILLION_HUNDRED                0.296
+score MIMEOLE_DIRECT_TO_MX           0.608
+score MIXED_ES                       0.698
+score MONEY_ATM_CARD                 2.399
 score MONEY_FORM                     0.001
-score MONEY_FORM_SHORT               0.540
+score MONEY_FORM_SHORT               0.660
 score MONEY_FRAUD_3                  0.001
-score MONEY_FRAUD_5                  0.655
+score MONEY_FRAUD_5                  0.321
 score MONEY_FRAUD_8                  2.699
 score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               1.999
-score MSM_PRIO_REPTO                 1.937
+score MSM_PRIO_REPTO                 1.130
 score NORDNS_LOW_CONTRAST            2.499
-score NO_FM_NAME_IP_HOSTN            0.360
-score NSL_RCVD_FROM_USER             0.939
-score NSL_RCVD_HELO_USER             0.940
-score OBFU_BITCOIN                   2.630
+score NO_FM_NAME_IP_HOSTN            0.218
+score NSL_RCVD_FROM_USER             2.284
+score NSL_RCVD_HELO_USER             1.728
+score OBFU_BITCOIN                   0.156
 score OBFU_TEXT_ATTACH               1.499
-score OFFER_ONLY_AMERICA             1.943
-score PDS_BTC_ID                     0.500
+score OFFER_ONLY_AMERICA             1.999
+score PDS_BTC_ID                     0.499
 score PDS_BTC_MSGID                  1.000
 score PDS_DBL_URL_TNB_RUNON          1.999
 score PDS_EMPTYSUBJ_URISHRT          0.001
-score PDS_FREEMAIL_REPLYTO_URISHRT   1.499
-score PDS_FRNOM_TODOM_NAKED_TO       1.500
+score PDS_FREEMAIL_REPLYTO_URISHRT   1.500
+score PDS_FRNOM_TODOM_NAKED_TO       1.499
 score PDS_FROM_2_EMAILS              0.999
 score PDS_FROM_NAME_TO_DOMAIN        0.999
-score PDS_HP_HELO_NORDNS             0.001
+score PDS_HP_HELO_NORDNS             0.001 # force non-zero
 score PDS_NAKED_TO_NUMERO            1.999
-score PDS_OTHER_BAD_TLD              1.999
-score PDS_SHORTFWD_URISHRT           1.500
-score PDS_TINYSUBJ_URISHRT           0.855
+score PDS_OTHER_BAD_TLD              2.000
+score PDS_SHORTFWD_URISHRT           1.499
+score PDS_TINYSUBJ_URISHRT           1.499
 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
 score PDS_TONAME_EQ_TOLOCAL_VSHORT   0.999
-score PDS_TO_EQ_FROM_NAME            1.727
-score PHP_ORIG_SCRIPT                2.500
+score PDS_TO_EQ_FROM_NAME            1.726
+score PHP_ORIG_SCRIPT                2.499
 score PP_MIME_FAKE_ASCII_TEXT        0.999
-score RATWARE_NO_RDNS                1.918
-score RCVD_IN_MSPIKE_H2              -0.001 # force non-zero
-score RDNS_NUM_TLD_ATCHNX            2.800
-score RDNS_NUM_TLD_XM                0.841
-score RISK_FREE                      1.600
+score RATWARE_NO_RDNS                2.325
+score RCVD_IN_MSPIKE_H2              -0.001
+score RDNS_NUM_TLD_ATCHNX            2.991
+score RDNS_NUM_TLD_XM                0.832
+score RISK_FREE                      1.603
 score SERGIO_SUBJECT_VIAGRA01        0.001
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
 score SHORT_SHORTNER                 1.999
-score SINGLETS_LOW_CONTRAST          0.063
+score SINGLETS_LOW_CONTRAST          0.167
 score SPOOFED_FREEMAIL               1.999
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
-score SPOOFED_FREEM_REPTO            1.989
+score SPOOFED_FREEM_REPTO            1.988
 score STATIC_XPRIO_OLE               1.999
 score STOCK_LOW_CONTRAST             2.499
-score SUBJ_OBFU_PUNCT_FEW            0.622
-score SUBJ_OBFU_PUNCT_MANY           1.525
-score SUBJ_UNNEEDED_HTML             1.738
-score SURBL_BLOCKED                  0.222
-score TAB_IN_FROM                    0.001
+score SUBJ_OBFU_PUNCT_FEW            0.750
+score SUBJ_OBFU_PUNCT_MANY           1.399
+score SUBJ_UNNEEDED_HTML             1.892
+score SURBL_BLOCKED                  0.171
 score TEQF_USR_POLITE                0.001
-score THIS_AD                        1.799
-score THIS_IS_ADV_SUSP_NTLD          0.816
+score THIS_AD                        1.800
+score THIS_IS_ADV_SUSP_NTLD          1.043
 score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
-score TO_EQ_FM_DIRECT_MX             1.888
+score TO_EQ_FM_DIRECT_MX             1.889
 score TO_EQ_FM_DOM_HTML_IMG          0.001
 score TO_EQ_FM_DOM_HTML_ONLY         1.599
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
-score TO_EQ_FM_HTML_ONLY             0.001 # force non-zero
+score TO_EQ_FM_HTML_ONLY             0.001
 score TO_EQ_FM_SPF_FAIL              0.001
-score TO_IN_SUBJ                     0.099
+score TO_IN_SUBJ                     0.100
 score TO_NO_BRKTS_FROM_MSSP          2.499
-score TO_NO_BRKTS_HTML_IMG           1.245
+score TO_NO_BRKTS_HTML_IMG           1.246
 score TO_NO_BRKTS_HTML_ONLY          1.999
 score TO_NO_BRKTS_MSFT               2.499
-score TO_NO_BRKTS_NORDNS_HTML        1.622
-score TO_NO_BRKTS_PCNT               2.404
+score TO_NO_BRKTS_NORDNS_HTML        1.609
+score TO_NO_BRKTS_PCNT               2.486
 score TVD_SPACE_ENCODED              0.001
-score TVD_SPACE_RATIO_MINFP          1.405
-score UNICODE_OBFU_ASC               2.500
-score UPGRADE_MAILBOX                0.343
+score TVD_SPACE_RATIO_MINFP          1.253
+score UNICODE_OBFU_ASC               2.499
+score UPGRADE_MAILBOX                0.001 # force non-zero
 score URI_GOOGLE_PROXY               2.199
 score URI_IMG_WP_REDIR               2.999
-score URI_ONLY_MSGID_MALF            1.927
+score URI_ONLY_MSGID_MALF            0.947
+score URI_PHISH                      2.195
 score URI_PHP_REDIR                  3.499
-score URI_TRY_3LD                    1.642
+score URI_TRY_3LD                    1.639
 score URI_WPADMIN                    2.399
 score URI_WP_DIRINDEX                3.500
-score URI_WP_HACKED                  3.003
+score URI_WP_HACKED                  2.875
 score URI_WP_HACKED_2                2.499
-score XPRIO                          0.001
-score XPRIO_SHORT_SUBJ               1.031
+score XPRIO                          0.320
+score XPRIO_SHORT_SUBJ               1.030
 score XPRIO_URL_SHORTNER             0.999
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -287,6 +286,7 @@ score LUCRATIVE                      1.0
 score MALWARE_NORDNS                 1.000
 score MALWARE_PASSWORD               1.000
 score MANY_HDRS_LCASE                0.100
+score MIME_NO_TEXT                   1.000
 score MONERO_EXTORT_01               1.000
 score MONERO_MALWARE                 1.000
 score NEWEGG_IMG_NOT_RCVD_NEGG       1.000
@@ -314,7 +314,6 @@ score UNICODE_OBFU_ZW                1.0
 score URI_DATA                       1.000
 score URI_HEX_IP                     1.000
 score URI_OPTOUT_3LD                 1.000
-score URI_PHISH                      1.000
 score USB_DRIVES                     1.000
 score VPS_NO_NTLD                    1.000
 score WALMART_IMG_NOT_RCVD_WAL       1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1879173&r1=1879172&r2=1879173&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jun 25 04:28:38 2020
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 302551  50.472%  (99.433% of non-spam corpus)
-# Correctly spam:     209407  34.934%  (70.946% of spam corpus)
-# False positives:      1725  0.288%  (0.567% of nonspam,  51587 weighted)
-# False negatives:     85756  14.306%  (29.054% of spam, 147590 weighted)
-# Average score for spam:  6.4    nonspam: 0.6
-# Average for false-pos:   6.2  false-neg: 1.7
-# TOTAL:              599439  100.00%
+# Correctly non-spam: 890646  74.737%  (99.718% of non-spam corpus)
+# Correctly spam:     214027  17.960%  (71.691% of spam corpus)
+# False positives:      2518  0.211%  (0.282% of nonspam,  26324 weighted)
+# False negatives:     84512  7.092%  (28.309% of spam, 140456 weighted)
+# Average score for spam:  6.5    nonspam: 0.5
+# Average for false-pos:   6.3  false-neg: 1.7
+# TOTAL:              1191703  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  37750  99.39%
-# Correctly spam:      26314  71.43%
-# False positives:       230  0.61%
-# False negatives:     10527  28.57%
-# TCR(l=50): 1.672538  SpamRecall: 71.426%  SpamPrec: 99.134%
+# Correctly non-spam: 111195  99.70%
+# Correctly spam:      26703  71.68%
+# False positives:       329  0.30%
+# False negatives:     10549  28.32%
+# TCR(l=50): 1.379755  SpamRecall: 71.682%  SpamPrec: 98.783%
 
 ##### 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: 295541  97.13%
-# Correctly spam:     154804  52.45%
-# False positives:      8735  2.87%
-# False negatives:    140359  47.55%
-# TCR(l=50): 0.511451  SpamRecall: 52.447%  SpamPrec: 94.659%
+# Correctly non-spam: 883814  98.95%
+# Correctly spam:     155605  52.12%
+# False positives:      9350  1.05%
+# False negatives:    142934  47.88%
+# TCR(l=50): 0.489060  SpamRecall: 52.122%  SpamPrec: 94.332%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  36862  97.06%
-# Correctly spam:      19270  52.31%
-# False positives:      1118  2.94%
-# False negatives:     17571  47.69%
-# TCR(l=50): 0.501436  SpamRecall: 52.306%  SpamPrec: 94.516%
+# Correctly non-spam: 110329  98.93%
+# Correctly spam:      19439  52.18%
+# False positives:      1195  1.07%
+# False negatives:     17813  47.82%
+# TCR(l=50): 0.480281  SpamRecall: 52.182%  SpamPrec: 94.209%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1879173&r1=1879172&r2=1879173&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jun 25 04:28:38 2020
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 300476  51.741%  (99.822% of non-spam corpus)
-# Correctly spam:     236396  40.707%  (84.512% of spam corpus)
-# False positives:       537  0.092%  (0.178% of nonspam,  30632 weighted)
-# False negatives:     43322  7.460%  (15.488% of spam,  81335 weighted)
+# Correctly non-spam: 300479  51.744%  (99.823% of non-spam corpus)
+# Correctly spam:     236434  40.715%  (84.534% of spam corpus)
+# False positives:       534  0.092%  (0.177% of nonspam,  30492 weighted)
+# False negatives:     43257  7.449%  (15.466% of spam,  81041 weighted)
 # Average score for spam:  16.0    nonspam: -2.6
 # Average for false-pos:   6.1  false-neg: 1.9
-# TOTAL:              580731  100.00%
+# TOTAL:              580704  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  37497  99.81%
-# Correctly spam:      29517  84.35%
+# Correctly spam:      29525  84.38%
 # False positives:        71  0.19%
-# False negatives:      5477  15.65%
-# TCR(l=50): 3.876592  SpamRecall: 84.349%  SpamPrec: 99.760%
+# False negatives:      5465  15.62%
+# TCR(l=50): 3.881309  SpamRecall: 84.381%  SpamPrec: 99.760%
 
 ##### 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: 298754  99.25%
-# Correctly spam:     163931  58.61%
+# Correctly spam:     163936  58.61%
 # False positives:      2259  0.75%
-# False negatives:    115787  41.39%
-# TCR(l=50): 1.222880  SpamRecall: 58.606%  SpamPrec: 98.641%
+# False negatives:    115755  41.39%
+# TCR(l=50): 1.222933  SpamRecall: 58.613%  SpamPrec: 98.641%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  37297  99.28%
-# Correctly spam:      20450  58.44%
+# Correctly spam:      20551  58.73%
 # False positives:       271  0.72%
-# False negatives:     14544  41.56%
-# TCR(l=50): 1.245604  SpamRecall: 58.439%  SpamPrec: 98.692%
+# False negatives:     14439  41.27%
+# TCR(l=50): 1.250134  SpamRecall: 58.734%  SpamPrec: 98.698%