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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/11/29 07:27:17 UTC

svn commit: r1870580 [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=1870580&r1=1870579&r2=1870580&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Nov 29 07:27:17 2019
@@ -3,133 +3,133 @@
 
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              2.725
+score AC_FROM_MANY_DOTS              2.723
 score ADVANCE_FEE_2_NEW_MONEY        1.999
 score ADVANCE_FEE_3_NEW              3.470
 score ADVANCE_FEE_3_NEW_MONEY        2.799
-score ADVANCE_FEE_4_NEW              2.157
+score ADVANCE_FEE_4_NEW              2.154
 score ADVANCE_FEE_4_NEW_MONEY        2.699
-score ADVANCE_FEE_5_NEW_FRM_MNY      0.301
+score ADVANCE_FEE_5_NEW_FRM_MNY      0.306
 score AD_PREFS                       0.499
-score ALIBABA_IMG_NOT_RCVD_ALI       0.762
-score AMAZON_IMG_NOT_RCVD_AMZN       1.997
-score AXB_XMAILER_MIMEOLE_OL_024C2   2.642
-score BITCOIN_EXTORT_01              2.621
+score ALIBABA_IMG_NOT_RCVD_ALI       0.270
+score AMAZON_IMG_NOT_RCVD_AMZN       1.949
+score AXB_XMAILER_MIMEOLE_OL_024C2   3.692
+score BITCOIN_EXTORT_01              3.249
 score BITCOIN_SPAM_02                2.499
-score BITCOIN_SPAM_05                0.185
-score BITCOIN_SPAM_07                3.500
+score BITCOIN_SPAM_05                0.122
+score BITCOIN_SPAM_07                3.499
 score BITCOIN_SPAM_08                0.001
-score BITCOIN_SPAM_09                1.500
+score BITCOIN_SPAM_09                1.499
 score BODY_EMPTY                     0.001
-score BODY_SINGLE_URI                2.500
-score BODY_SINGLE_WORD               1.289
-score BODY_URI_ONLY                  1.000
-score BOGUS_MSM_HDRS                 2.927
-score CK_HELO_DYNAMIC_SPLIT_IP       0.498
+score BODY_SINGLE_URI                2.408
+score BODY_SINGLE_WORD               1.388
+score BODY_URI_ONLY                  0.999
+score BOGUS_MSM_HDRS                 2.928
+score CK_HELO_DYNAMIC_SPLIT_IP       0.496
 score CK_HELO_GENERIC                0.249
-score DATE_IN_FUTURE_96_Q            2.741
+score DATE_IN_FUTURE_96_Q            2.488
 score DEAR_BENEFICIARY               2.899
 score DKIMWL_BL                      2.999
 score DKIMWL_WL_HIGH                 -0.001
 score DKIMWL_WL_MED                  -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER  0.001
+score DRUGS_ERECTILE_SHORT_SHORTNER  1.178
 score DX_TEXT_03                     1.899
-score EBAY_IMG_NOT_RCVD_EBAY         2.242
-score END_FUTURE_EMAILS              0.847
-score FILL_THIS_FORM                 0.338
+score EBAY_IMG_NOT_RCVD_EBAY         1.650
+score END_FUTURE_EMAILS              1.172
+score FILL_THIS_FORM                 0.339
 score FORGED_RELAY_MUA_TO_MX         2.698
 score FORGED_SPF_HELO                2.099
 score FORM_FRAUD                     0.999
 score FORM_FRAUD_5                   0.001
-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                   0.458
+score FROM_ADDR_WS                   0.461
 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_FMBLA_NEWDOM28            0.799
+score FROM_GOV_DKIM_AU               -0.001 # force non-zero
 score FROM_GOV_SPOOF                 0.001
-score FROM_MISSPACED                 1.468
-score FROM_MISSP_DYNIP               3.656
-score FROM_MISSP_EH_MATCH            1.230
-score FROM_MISSP_FREEMAIL            1.428
-score FROM_MISSP_MSFT                2.762
-score FROM_MISSP_REPLYTO             2.478
-score FROM_MISSP_SPF_FAIL            1.475
-score FROM_MISSP_USER                0.453
-score FROM_MISSP_XPRIO               2.448
-score FROM_NTLD_LINKBAIT             1.777
-score FROM_NTLD_REPLY_FREEMAIL       0.831
+score FROM_MISSPACED                 1.897
+score FROM_MISSP_DYNIP               3.663
+score FROM_MISSP_EH_MATCH            1.336
+score FROM_MISSP_FREEMAIL            1.518
+score FROM_MISSP_MSFT                0.951
+score FROM_MISSP_REPLYTO             2.389
+score FROM_MISSP_SPF_FAIL            1.482
+score FROM_MISSP_USER                1.034
+score FROM_MISSP_XPRIO               0.741
+score FROM_NTLD_LINKBAIT             1.343
+score FROM_NTLD_REPLY_FREEMAIL       0.190
 score FROM_PAYPAL_SPOOF              1.599
-score FROM_SUSPICIOUS_NTLD           0.500
+score FROM_SUSPICIOUS_NTLD           0.499
 score FROM_SUSPICIOUS_NTLD_FP        1.999
-score FSL_BULK_SIG                   0.578
-score FSL_CTYPE_WIN1251              0.474
+score FSL_BULK_SIG                   0.582
+score FSL_CTYPE_WIN1251              3.274
 score FSL_NEW_HELO_USER              1.999
-score FSL_THIS_IS_ADV                2.498
-score FUZZY_CLICK_HERE               2.999
-score GB_BITCOIN_CP                  2.915
-score GB_BITCOIN_NH                  1.881
-score GB_FREEMAIL_DISPTO             0.001
-score GB_GOOGLE_OBFU                 0.749
-score GOOG_REDIR_HTML_ONLY           1.999
+score FSL_THIS_IS_ADV                2.714
+score FUZZY_CLICK_HERE               3.000
+score GB_BITCOIN_CP                  2.999
+score GB_BITCOIN_NH                  1.252
+score GB_FREEMAIL_DISPTO             0.001 # force non-zero
+score GB_GOOGLE_OBFU                 0.134
+score GOOG_REDIR_HTML_ONLY           0.859
 score HDRS_LCASE                     0.099
-score HDRS_LCASE_IMGONLY             0.100
+score HDRS_LCASE_IMGONLY             0.099
 score HDR_ORDER_FTSDMCXX_DIRECT      1.999
-score HDR_ORDER_FTSDMCXX_NORDNS      3.454
+score HDR_ORDER_FTSDMCXX_NORDNS      3.499
 score HEADER_FROM_DIFFERENT_DOMAINS  0.250
-score HELO_MISC_IP                   0.028
-score HELO_NO_DOMAIN                 0.168
+score HELO_MISC_IP                   0.165
+score HELO_NO_DOMAIN                 0.358
 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_RCVD_IP_MULTICAST           0.476
-score HK_SCAM                        2.000
-score HOSTED_IMG_DIRECT_MX           3.254
-score HOSTED_IMG_FREEM               0.504
-score HOSTED_IMG_MULTI               0.846
+score HK_RCVD_IP_MULTICAST           0.484
+score HK_SCAM                        1.999
+score HOSTED_IMG_DIRECT_MX           3.081
+score HOSTED_IMG_FREEM               0.551
+score HOSTED_IMG_MULTI               1.419
 score HTML_OFF_PAGE                  2.999
-score HTML_SINGLET_MANY              1.407
-score HTML_TEXT_INVISIBLE_STYLE      2.034
+score HTML_SINGLET_MANY              1.766
+score HTML_TEXT_INVISIBLE_STYLE      2.033
 score IMG_ONLY_FM_DOM_INFO           2.499
 score KB_FORGED_MOZ4                 0.001
-score KHOP_FAKE_EBAY                 0.001
+score KHOP_FAKE_EBAY                 0.238
 score KHOP_HELO_FCRDNS               0.399
 score LIST_PARTIAL_SHORT_MSG         2.499
 score LIST_PRTL_SAME_USER            0.001
-score LONG_HEX_URI                   1.689
-score LONG_IMG_URI                   0.966
+score LONG_HEX_URI                   1.698
+score LONG_IMG_URI                   0.964
 score LOTS_OF_MONEY                  0.010
-score MALF_HTML_B64                  3.483
-score MALWARE_NORDNS                 3.076
-score MALWARE_PASSWORD               3.462
+score MALF_HTML_B64                  3.499
+score MALWARE_NORDNS                 1.281
+score MALWARE_PASSWORD               3.338
 score MAY_BE_FORGED                  0.001
 score MILLION_HUNDRED                2.699
-score MIMEOLE_DIRECT_TO_MX           2.000
+score MIMEOLE_DIRECT_TO_MX           1.999
 score MONEY_ATM_CARD                 2.699
-score MONEY_FORM_SHORT               2.094
+score MONEY_FORM_SHORT               2.073
 score MONEY_FRAUD_3                  1.917
 score MONEY_FRAUD_5                  0.001
-score MONEY_FRAUD_8                  2.999
+score MONEY_FRAUD_8                  3.099
 score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               1.999
-score NORDNS_LOW_CONTRAST            1.620
-score NO_FM_NAME_IP_HOSTN            1.234
-score NSL_RCVD_FROM_USER             1.191
-score NSL_RCVD_HELO_USER             0.875
-score NUMBEREND_LINKBAIT             0.999
-score NUMBERONLY_BITCOIN_EXP         0.056
+score NORDNS_LOW_CONTRAST            1.638
+score NO_FM_NAME_IP_HOSTN            1.093
+score NSL_RCVD_FROM_USER             2.416
+score NSL_RCVD_HELO_USER             1.565
+score NUMBEREND_LINKBAIT             0.252
+score NUMBERONLY_BITCOIN_EXP         1.280
 score OBFU_BITCOIN                   2.999
 score ONLINE_MKTG_CNSLT              2.799
-score PDS_BTC_ID                     0.499
-score PDS_DBL_URL_TNB_RUNON          1.999
-score PDS_FRNOM_TODOM_NAKED_TO       1.499
-score PDS_FROM_2_EMAILS              1.127
-score PDS_FROM_NAME_TO_DOMAIN        1.000
+score PDS_BTC_ID                     0.500
+score PDS_DBL_URL_TNB_RUNON          1.687
+score PDS_FRNOM_TODOM_NAKED_TO       1.500
+score PDS_FROM_2_EMAILS              1.126
+score PDS_FROM_NAME_TO_DOMAIN        0.999
 score PDS_HP_HELO_NORDNS             0.001
-score PDS_NAKED_TO_NUMERO            1.999
+score PDS_NAKED_TO_NUMERO            1.870
 score PDS_PHPEXP_BOT                 1.499
 score PDS_PHPE_URISHORTENER          1.999
 score PDS_PHP_EVAL                   1.499
@@ -137,58 +137,58 @@ score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE
 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 PDS_TO_EQ_FROM_NAME            0.001 # force non-zero
 score PDS_X_PHP_WP_EXP               1.499
-score PHP_ORIG_SCRIPT                2.038
-score PP_MIME_FAKE_ASCII_TEXT        0.825
-score RATWARE_NO_RDNS                2.999
-score RCVD_IN_MSPIKE_H2              -0.001
+score PHP_ORIG_SCRIPT                2.035
+score PP_MIME_FAKE_ASCII_TEXT        0.823
+score RATWARE_NO_RDNS                3.000
+score RCVD_IN_MSPIKE_H2              -0.001 # force non-zero
 score SERGIO_SUBJECT_PORN014         2.999
-score SERGIO_SUBJECT_VIAGRA01        0.337
-score SHORTENER_SHORT_IMG            1.250
-score SHORT_IMG_SUSP_NTLD            0.230
-score SHORT_SHORTNER                 1.999
-score SINGLETS_LOW_CONTRAST          1.233
-score SPOOFED_FREEMAIL               1.999
+score SERGIO_SUBJECT_VIAGRA01        0.776
+score SHORTENER_SHORT_IMG            2.100
+score SHORT_IMG_SUSP_NTLD            1.096
+score SHORT_SHORTNER                 2.000
+score SINGLETS_LOW_CONTRAST          0.874
+score SPOOFED_FREEMAIL               2.000
 score SPOOFED_FREEMAIL_NO_RDNS       0.504
 score SPOOFED_FREEM_REPTO            1.998
-score STATIC_XPRIO_OLE               1.686
+score STATIC_XPRIO_OLE               1.999
 score STOCK_LOW_CONTRAST             2.499
 score SUBJ_OBFU_PUNCT_FEW            0.749
 score SUBJ_OBFU_PUNCT_MANY           1.749
 score THIS_AD                        1.899
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER   0.787
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER   0.572
 score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
 score TO_EQ_FM_DIRECT_MX             2.499
 score TO_EQ_FM_DOM_HTML_IMG          0.001 # force non-zero
-score TO_EQ_FM_DOM_HTML_ONLY         0.511
+score TO_EQ_FM_DOM_HTML_ONLY         0.678
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
-score TO_EQ_FM_HTML_ONLY             0.768
-score TO_EQ_FM_SPF_FAIL              0.991
+score TO_EQ_FM_HTML_ONLY             0.612
+score TO_EQ_FM_SPF_FAIL              0.836
 score TO_IN_SUBJ                     0.100
-score TO_NAME_SUBJ_NO_RDNS           2.190
-score TO_NO_BRKTS_DYNIP              3.166
-score TO_NO_BRKTS_FROM_MSSP          2.499
-score TO_NO_BRKTS_HTML_IMG           1.994
+score TO_NAME_SUBJ_NO_RDNS           2.193
+score TO_NO_BRKTS_DYNIP              3.164
+score TO_NO_BRKTS_FROM_MSSP          2.500
+score TO_NO_BRKTS_HTML_IMG           1.993
 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_PCNT               2.312
-score TVD_IP_OCT                     2.002
-score TVD_SPACE_ENCODED              0.001
+score TO_NO_BRKTS_NORDNS_HTML        1.985
+score TO_NO_BRKTS_PCNT               1.961
+score TVD_IP_OCT                     0.878
+score TVD_SPACE_ENCODED              0.001 # force non-zero
 score TVD_SPACE_RATIO_MINFP          2.499
 score UNICODE_OBFU_DOM_NO_BODY       3.749
-score UPGRADE_MAILBOX                0.840
+score UPGRADE_MAILBOX                1.042
 score URI_GOOGLE_PROXY               2.299
-score URI_ONLY_MSGID_MALF            2.000
-score URI_PHISH                      3.760
+score URI_ONLY_MSGID_MALF            1.999
+score URI_PHISH                      3.560
 score URI_PHP_REDIR                  3.499
 score URI_TRY_3LD                    1.999
-score URI_WP_HACKED                  3.500
+score URI_WP_HACKED                  3.499
 score URI_WP_HACKED_2                2.499
-score XPRIO_SHORT_SUBJ               1.830
-score XPRIO_URL_SHORTNER             0.837
-score YOU_INHERIT                    2.699
+score XPRIO_SHORT_SUBJ               1.728
+score XPRIO_URL_SHORTNER             0.993
+score YOU_INHERIT                    2.600
 score AC_HTML_NONSENSE_TAGS          1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -264,6 +264,7 @@ score MSM_PRIO_REPTO                 1.0
 score NEWEGG_IMG_NOT_RCVD_NEGG       1.000
 score PDS_HELO_SPF_FAIL              1.000
 score PHOTO_EDITING_DIRECT           1.000
+score PHOTO_EDITING_FREEM            1.000
 score PHP_NOVER_MUA                  1.000
 score PHP_SCRIPT_MUA                 1.000
 score PP_TOO_MUCH_UNICODE02          0.500

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1870580&r1=1870579&r2=1870580&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Nov 29 07:27:17 2019
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 662835  39.993%  (99.568% of non-spam corpus)
-# Correctly spam:     810100  48.879%  (81.692% of spam corpus)
-# False positives:      2877  0.174%  (0.432% of nonspam, 124396 weighted)
-# False negatives:    181549  10.954%  (18.308% of spam, 405842 weighted)
-# Average score for spam:  10.9    nonspam: 0.6
-# Average for false-pos:   5.8  false-neg: 2.2
-# TOTAL:              1657361  100.00%
+# Correctly non-spam: 661211  40.147%  (99.496% of non-spam corpus)
+# Correctly spam:     805493  48.907%  (81.990% of spam corpus)
+# False positives:      3347  0.203%  (0.504% of nonspam, 141350 weighted)
+# False negatives:    176935  10.743%  (18.010% of spam, 390627 weighted)
+# Average score for spam:  10.8    nonspam: 0.6
+# Average for false-pos:   5.7  false-neg: 2.2
+# TOTAL:              1646986  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  82573  99.44%
-# Correctly spam:     101320  81.88%
-# False positives:       461  0.56%
-# False negatives:     22425  18.12%
-# TCR(l=50): 2.721165  SpamRecall: 81.878%  SpamPrec: 99.547%
+# Correctly non-spam:  82448  99.45%
+# Correctly spam:     100614  82.08%
+# False positives:       454  0.55%
+# False negatives:     21966  17.92%
+# TCR(l=50): 2.744369  SpamRecall: 82.080%  SpamPrec: 99.551%
 
 ##### 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: 649994  97.64%
-# Correctly spam:     416405  41.99%
-# False positives:     15718  2.36%
-# False negatives:    575244  58.01%
-# TCR(l=50): 0.728541  SpamRecall: 41.991%  SpamPrec: 96.363%
+# Correctly non-spam: 648987  97.66%
+# Correctly spam:     413571  42.10%
+# False positives:     15571  2.34%
+# False negatives:    568857  57.90%
+# TCR(l=50): 0.729125  SpamRecall: 42.097%  SpamPrec: 96.372%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  81165  97.75%
-# Correctly spam:      51769  41.84%
-# False positives:      1869  2.25%
-# False negatives:     71976  58.16%
-# TCR(l=50): 0.748038  SpamRecall: 41.835%  SpamPrec: 96.516%
+# Correctly non-spam:  80977  97.68%
+# Correctly spam:      51717  42.19%
+# False positives:      1925  2.32%
+# False negatives:     70863  57.81%
+# TCR(l=50): 0.733516  SpamRecall: 42.190%  SpamPrec: 96.411%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1870580&r1=1870579&r2=1870580&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Nov 29 07:27:17 2019
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 674219  39.549%  (99.830% of non-spam corpus)
-# Correctly spam:     954997  56.019%  (92.772% of spam corpus)
-# False positives:      1146  0.067%  (0.170% of nonspam, 110002 weighted)
-# False negatives:     74407  4.365%  (7.228% of spam, 122834 weighted)
-# Average score for spam:  15.6    nonspam: -2.3
-# Average for false-pos:   6.3  false-neg: 1.7
-# TOTAL:              1704769  100.00%
+# Correctly non-spam: 674231  39.552%  (99.832% of non-spam corpus)
+# Correctly spam:     955081  56.027%  (92.789% of spam corpus)
+# False positives:      1134  0.067%  (0.168% of nonspam, 109152 weighted)
+# False negatives:     74226  4.354%  (7.211% of spam, 122080 weighted)
+# Average score for spam:  16.0    nonspam: -2.3
+# Average for false-pos:   6.3  false-neg: 1.6
+# TOTAL:              1704672  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  84104  99.83%
-# Correctly spam:     119169  92.74%
-# False positives:       146  0.17%
-# False negatives:      9325  7.26%
-# TCR(l=50): 7.728962  SpamRecall: 92.743%  SpamPrec: 99.878%
+# Correctly non-spam:  84101  99.82%
+# Correctly spam:     119059  92.67%
+# False positives:       149  0.18%
+# False negatives:      9421  7.33%
+# TCR(l=50): 7.615435  SpamRecall: 92.667%  SpamPrec: 99.875%
 
 ##### 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: 673390  99.71%
-# Correctly spam:     666822  64.78%
+# Correctly spam:     666617  64.76%
 # False positives:      1975  0.29%
-# False negatives:    362582  35.22%
-# TCR(l=50): 2.231374  SpamRecall: 64.777%  SpamPrec: 99.705%
+# False negatives:    362690  35.24%
+# TCR(l=50): 2.230641  SpamRecall: 64.764%  SpamPrec: 99.705%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  84030  99.74%
-# Correctly spam:      83086  64.66%
+# Correctly spam:      83031  64.63%
 # False positives:       220  0.26%
-# False negatives:     45408  35.34%
-# TCR(l=50): 2.277939  SpamRecall: 64.661%  SpamPrec: 99.736%
+# False negatives:     45449  35.37%
+# TCR(l=50): 2.276037  SpamRecall: 64.626%  SpamPrec: 99.736%