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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/07/31 05:07:51 UTC

svn commit: r1864033 [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=1864033&r1=1864032&r2=1864033&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jul 31 05:07:51 2019
@@ -3,205 +3,203 @@
 
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              2.119
-score AC_HTML_NONSENSE_TAGS          1.989
-score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              3.468
-score ADVANCE_FEE_3_NEW_MONEY        0.169
-score ADVANCE_FEE_4_NEW              2.403
-score ADVANCE_FEE_4_NEW_FRM_MNY      1.440
+score AC_FROM_MANY_DOTS              2.757
+score AC_HTML_NONSENSE_TAGS          1.999
+score ADVANCE_FEE_2_NEW_MONEY        1.081
+score ADVANCE_FEE_3_NEW              3.466
+score ADVANCE_FEE_3_NEW_MONEY        0.132
+score ADVANCE_FEE_4_NEW              2.452
+score ADVANCE_FEE_4_NEW_FRM_MNY      1.992
 score ADVANCE_FEE_4_NEW_MONEY        2.799
-score ADVANCE_FEE_5_NEW              2.175
+score ADVANCE_FEE_5_NEW              2.174
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        0.751
+score ADVANCE_FEE_5_NEW_MONEY        0.746
 score AD_PREFS                       0.499
-score ALIBABA_IMG_NOT_RCVD_ALI       2.500
+score ALIBABA_IMG_NOT_RCVD_ALI       2.499
 score AMAZON_IMG_NOT_RCVD_AMZN       0.001
-score AXB_XMAILER_MIMEOLE_OL_024C2   3.580
-score AXB_XMAILER_MIMEOLE_OL_1ECD5   0.382
-score BIGNUM_EMAILS                  2.047
+score AXB_XMAILER_MIMEOLE_OL_024C2   3.584
+score AXB_XMAILER_MIMEOLE_OL_1ECD5   1.156
+score BIGNUM_EMAILS                  1.825
 score BITCOIN_DEADLINE               2.999
 score BITCOIN_EXTORT_01              4.999
 score BITCOIN_MALWARE                3.499
 score BITCOIN_PAY_ME                 2.999
 score BITCOIN_SPAM_01                2.499
-score BITCOIN_SPAM_02                2.500
+score BITCOIN_SPAM_02                2.499
 score BITCOIN_SPAM_03                2.499
-score BITCOIN_SPAM_05                2.500
-score BITCOIN_SPAM_06                1.421
+score BITCOIN_SPAM_05                2.499
+score BITCOIN_SPAM_06                0.001
 score BITCOIN_SPAM_07                3.499
 score BITCOIN_SPAM_08                2.499
-score BITCOIN_SPAM_09                0.426
-score BODY_EMPTY                     0.001 # force non-zero
+score BITCOIN_SPAM_09                0.873
+score BODY_EMPTY                     0.001
 score BODY_URI_ONLY                  0.999
-score BOGUS_MSM_HDRS                 2.935
-score CANT_SEE_AD                    0.214
-score CK_HELO_DYNAMIC_SPLIT_IP       0.760
+score BOGUS_MSM_HDRS                 2.999
+score CANT_SEE_AD                    1.618
+score CK_HELO_DYNAMIC_SPLIT_IP       0.845
 score CK_HELO_GENERIC                0.250
 score DATE_IN_FUTURE_96_Q            2.899
-score DEAR_BENEFICIARY               3.099
-score DKIMWL_BL                      1.969
+score DEAR_BENEFICIARY               2.999
+score DKIMWL_BL                      1.970
 score DKIMWL_WL_HIGH                 -0.001
 score DKIMWL_WL_MED                  -0.001
 score DKIMWL_WL_MEDHI                -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER  1.095
-score DX_TEXT_03                     0.859
+score DRUGS_ERECTILE_SHORT_SHORTNER  0.001
+score DX_TEXT_03                     0.900
 score FAKE_REPLY_A1                  3.099
 score FILL_THIS_FORM                 0.001
-score FORGED_RELAY_MUA_TO_MX         3.599
+score FORGED_RELAY_MUA_TO_MX         3.600
 score FORM_FRAUD                     0.999
-score FORM_FRAUD_3                   1.369
-score FORM_FRAUD_5                   2.814
+score FORM_FRAUD_3                   0.507
+score FORM_FRAUD_5                   2.999
 score FOUND_YOU                      3.249
 score FREEMAIL_FORGED_FROMDOMAIN     0.001
 score FROMSPACE                      0.001
-score FROM_2_EMAILS_SHORT            1.999
-score FROM_ADDR_WS                   2.093
+score FROM_2_EMAILS_SHORT            2.000
+score FROM_ADDR_WS                   2.091
 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                 0.001
-score FROM_MISSP_DYNIP               1.563
-score FROM_MISSP_EH_MATCH            1.227
+score FROM_MISSP_DYNIP               2.183
+score FROM_MISSP_EH_MATCH            1.228
 score FROM_MISSP_FREEMAIL            0.001
 score FROM_MISSP_MSFT                0.001
-score FROM_MISSP_REPLYTO             2.499
-score FROM_MISSP_SPF_FAIL            1.491
-score FROM_MISSP_TO_UNDISC           0.926
-score FROM_MISSP_USER                3.078
+score FROM_MISSP_REPLYTO             2.441
+score FROM_MISSP_SPF_FAIL            1.479
+score FROM_MISSP_TO_UNDISC           0.633
+score FROM_MISSP_USER                1.248
 score FROM_MISSP_XPRIO               0.001
 score FROM_NAME_EQ_TO_G_DRIVE        0.001
-score FROM_NTLD_REPLY_FREEMAIL       1.999
-score FROM_PAYPAL_SPOOF              1.600
+score FROM_NTLD_REPLY_FREEMAIL       1.997
+score FROM_PAYPAL_SPOOF              1.599
 score FROM_SUSPICIOUS_NTLD           0.500
-score FROM_WORDY                     2.142
-score FROM_WSP_TRAIL                 2.699
+score FROM_WORDY                     1.501
+score FROM_WSP_TRAIL                 2.700
 score FSL_BULK_SIG                   0.839
 score FSL_CTYPE_WIN1251              0.001
 score FSL_HELO_FAKE                  3.499
-score FSL_NEW_HELO_USER              0.401
-score FSL_THIS_IS_ADV                3.104
-score FUZZY_CLICK_HERE               2.599
-score FUZZY_UNSUBSCRIBE              2.699
+score FSL_NEW_HELO_USER              0.905
+score FSL_THIS_IS_ADV                3.155
+score FUZZY_CLICK_HERE               2.499
+score FUZZY_UNSUBSCRIBE              2.599
 score GB_FORGED_MUA_POSTFIX          1.999
 score GB_FREEMAIL_DISPTO             0.499
 score GB_FREEMAIL_DISPTO_NOTFREEM    0.499
 score GB_GOOGLE_OBFU                 0.749
 score GB_GOOG_IMG_NOT_RCVD_GOOG      2.499
-score GB_LINKED_IMG_NOT_RCVD_LINK    2.048
+score GB_LINKED_IMG_NOT_RCVD_LINK    2.442
 score GOOG_REDIR_HTML_ONLY           1.999
-score GOOG_REDIR_NORDNS              2.394
-score HDRS_LCASE                     0.100
+score GOOG_REDIR_NORDNS              1.048
+score HDRS_LCASE                     0.099
 score HDR_ORDER_FTSDMCXX_DIRECT      1.999
 score HDR_ORDER_FTSDMCXX_NORDNS      3.499
-score HEADER_FROM_DIFFERENT_DOMAINS  0.249
-score HELO_MISC_IP                   0.001 # force non-zero
-score HELO_NO_DOMAIN                 0.001
-score HEXHASH_WORD                   2.667
-score HK_LOTTO                       0.893
+score HEADER_FROM_DIFFERENT_DOMAINS  0.201
+score HELO_MISC_IP                   0.001
+score HELO_NO_DOMAIN                 0.001 # force non-zero
+score HEXHASH_WORD                   2.668
+score HK_LOTTO                       0.999
 score HK_NAME_MR_MRS                 0.999
 score HK_RANDOM_FROM                 1.000
 score HK_RANDOM_REPLYTO              0.999
-score HK_RCVD_IP_MULTICAST           0.058
-score HK_SCAM                        1.796
-score HOSTED_IMG_DIRECT_MX           1.170
-score HOSTED_IMG_FREEM               2.955
-score HTML_ENTITY_ASCII              2.952
-score HTML_OFF_PAGE                  2.999
-score HTML_SINGLET_MANY              1.359
-score HTML_TEXT_INVISIBLE_STYLE      2.023
-score IMG_ALT_HSPACE_CID_ALIGN       2.499
+score HK_RCVD_IP_MULTICAST           0.730
+score HK_SCAM                        1.843
+score HOSTED_IMG_DIRECT_MX           1.593
+score HOSTED_IMG_FREEM               2.277
+score HTML_ENTITY_ASCII              2.948
+score HTML_OFF_PAGE                  3.000
+score HTML_SINGLET_MANY              1.313
+score HTML_TEXT_INVISIBLE_STYLE      1.922
 score IMG_ONLY_FM_DOM_INFO           2.499
-score KB_FORGED_MOZ4                 0.001
+score KB_FORGED_MOZ4                 0.001 # force non-zero
 score LIST_PARTIAL_SHORT_MSG         2.499
 score LIST_PRTL_SAME_USER            1.275
-score LONG_HEX_URI                   1.683
-score LONG_IMG_URI                   0.965
+score LONG_HEX_URI                   1.731
+score LONG_IMG_URI                   1.012
 score LOTS_OF_MONEY                  0.010
-score MALFORMED_FREEMAIL             1.680
-score MALF_HTML_B64                  2.010
-score MANY_SPAN_IN_TEXT              2.599
+score MALFORMED_FREEMAIL             1.683
+score MALF_HTML_B64                  1.509
+score MANY_SPAN_IN_TEXT              2.499
 score MILLION_HUNDRED                3.099
 score MIMEOLE_DIRECT_TO_MX           2.000
 score MIXED_ES                       2.299
 score MONEY_ATM_CARD                 2.799
 score MONEY_FORM                     0.001
 score MONEY_FORM_SHORT               2.499
-score MONEY_FRAUD_3                  0.360
-score MONEY_FRAUD_5                  1.688
+score MONEY_FRAUD_3                  0.406
+score MONEY_FRAUD_5                  1.768
 score MONEY_FRAUD_8                  3.199
 score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               1.999
-score MSM_PRIO_REPTO                 1.442
-score NORDNS_LOW_CONTRAST            1.689
+score MSM_PRIO_REPTO                 0.001
+score NORDNS_LOW_CONTRAST            1.786
 score NO_FM_NAME_IP_HOSTN            0.001
-score NSL_RCVD_FROM_USER             1.870
-score NSL_RCVD_HELO_USER             2.529
-score NUMBERONLY_BITCOIN_EXP         0.751
+score NSL_RCVD_FROM_USER             2.184
+score NSL_RCVD_HELO_USER             1.260
+score NUMBERONLY_BITCOIN_EXP         0.815
 score OBFU_BITCOIN                   2.999
-score OFFER_ONLY_AMERICA             0.768
-score PDS_DBL_URL_ILLEGAL_CHARS      0.290
-score PDS_DBL_URL_TNB_RUNON          1.906
-score PDS_HELO_SPF_FAIL              1.715
-score PDS_HP_HELO_NORDNS             0.001
+score OFFER_ONLY_AMERICA             0.711
+score PDS_DBL_URL_ILLEGAL_CHARS      1.070
+score PDS_DBL_URL_TNB_RUNON          1.928
+score PDS_HELO_SPF_FAIL              0.512
+score PDS_HP_HELO_NORDNS             0.001 # force non-zero
 score PDS_PHP_EVAL                   1.499
-score PDS_TO_EQ_FROM_NAME            0.928
+score PDS_TO_EQ_FROM_NAME            0.930
 score PDS_X_PHP_WP_EXP               1.499
-score PHOTO_EDITING_DIRECT           1.551
+score PHOTO_EDITING_DIRECT           1.486
 score PHP_ORIG_SCRIPT                2.499
 score PP_MIME_FAKE_ASCII_TEXT        0.999
-score RATWARE_NO_RDNS                2.891
+score RATWARE_NO_RDNS                2.541
 score RCVD_IN_MSPIKE_H2              -0.001
 score RDNS_NUM_TLD_XM                2.999
-score RP_8BIT                        0.846
-score SEO_SUSP_NTLD                  0.943
+score RP_8BIT                        0.001
+score SEO_SUSP_NTLD                  0.839
 score SERGIO_SUBJECT_PORN014         4.099
 score SERGIO_SUBJECT_VIAGRA01        0.001 # force non-zero
-score SHORTENER_SHORT_IMG            2.499
-score SHORT_BODY_G_DRIVE_DYN         1.205
-score SHORT_IMG_SUSP_NTLD            0.165
-score SINGLETS_LOW_CONTRAST          0.670
-score SPOOFED_FREEMAIL_NO_RDNS       1.498
-score SPOOFED_FREEM_REPTO            2.500
-score SPOOFED_FREEM_REPTO_CHN        3.350
+score SHORTENER_SHORT_IMG            2.439
+score SHORT_BODY_G_DRIVE_DYN         1.174
+score SHORT_IMG_SUSP_NTLD            0.254
+score SINGLETS_LOW_CONTRAST          0.614
+score SPOOFED_FREEMAIL_NO_RDNS       1.499
+score SPOOFED_FREEM_REPTO            2.499
+score SPOOFED_FREEM_REPTO_CHN        3.034
 score STATIC_XPRIO_OLE               1.999
-score STOX_BOUND_090909_B            1.084
-score THIS_AD                        1.525
-score THIS_IS_ADV_SUSP_NTLD          0.876
-score TO_EQ_FM_DOM_SPF_FAIL          1.161
-score TO_EQ_FM_SPF_FAIL              2.670
-score TO_IN_SUBJ                     0.100
-score TO_NAME_SUBJ_NO_RDNS           0.001 # force non-zero
+score STOX_BOUND_090909_B            1.086
+score THIS_AD                        1.523
+score THIS_IS_ADV_SUSP_NTLD          0.919
+score TO_EQ_FM_DOM_SPF_FAIL          1.370
+score TO_EQ_FM_SPF_FAIL              2.508
+score TO_IN_SUBJ                     0.099
+score TO_NAME_SUBJ_NO_RDNS           0.001
 score TO_NO_BRKTS_DYNIP              3.299
 score TO_NO_BRKTS_FROM_MSSP          2.499
-score TO_NO_BRKTS_HTML_IMG           1.999
+score TO_NO_BRKTS_HTML_IMG           2.000
 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               2.499
-score TVD_IP_HEX                     1.454
-score TVD_IP_SING_HEX                2.637
-score TVD_SPACE_ENCODED              0.073
+score TVD_IP_HEX                     1.258
+score TVD_IP_SING_HEX                2.986
+score TVD_SPACE_ENCODED              0.612
 score TVD_SPACE_RATIO_MINFP          2.499
 score TVD_SUBJ_NUM_OBFU_MINFP        2.699
-score UNICODE_OBFU_ZW                2.893
-score URI_GOOGLE_PROXY               1.900
-score URI_HEX_IP                     1.422
-score URI_IMG_WP_REDIR               1.642
-score URI_ONLY_MSGID_MALF            2.000
+score UNICODE_OBFU_ZW                2.899
+score URI_GOOGLE_PROXY               1.799
+score URI_HEX_IP                     1.086
+score URI_IMG_WP_REDIR               1.576
+score URI_ONLY_MSGID_MALF            1.999
 score URI_PHISH                      3.999
 score URI_PHP_REDIR                  3.499
 score URI_TRY_3LD                    0.001
-score URI_WPADMIN                    2.499
 score URI_WP_HACKED                  3.499
 score URI_WP_HACKED_2                2.499
-score XPRIO                          0.900
+score XPRIO                          0.892
 score XPRIO_SHORT_SUBJ               2.499
 score XPRIO_URL_SHORTNER             1.000
-score YOU_INHERIT                    2.699
-score ZW_OBFU_BITCOIN                1.179
+score YOU_INHERIT                    1.807
+score ZW_OBFU_BITCOIN                1.061
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
 score AC_SPAMMY_URI_PATTERNS11       1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1864033&r1=1864032&r2=1864033&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jul 31 05:07:51 2019
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 470816  39.215%  (99.577% of non-spam corpus)
-# Correctly spam:     573854  47.798%  (78.851% of spam corpus)
-# False positives:      2001  0.167%  (0.423% of nonspam,  88730 weighted)
-# False negatives:    153919  12.820%  (21.149% of spam, 355058 weighted)
-# Average score for spam:  9.9    nonspam: 0.6
-# Average for false-pos:   5.8  false-neg: 2.3
-# TOTAL:              1200590  100.00%
+# Correctly non-spam: 475242  41.886%  (99.579% of non-spam corpus)
+# Correctly spam:     508700  44.835%  (77.385% of spam corpus)
+# False positives:      2011  0.177%  (0.421% of nonspam,  79742 weighted)
+# False negatives:    148664  13.103%  (22.615% of spam, 332526 weighted)
+# Average score for spam:  9.7    nonspam: 0.6
+# Average for false-pos:   5.8  false-neg: 2.2
+# TOTAL:              1134617  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  58729  99.55%
-# Correctly spam:      71422  78.70%
-# False positives:       264  0.45%
-# False negatives:     19329  21.30%
-# TCR(l=50): 2.789849  SpamRecall: 78.701%  SpamPrec: 99.632%
+# Correctly non-spam:  59304  99.59%
+# Correctly spam:      63283  77.19%
+# False positives:       244  0.41%
+# False negatives:     18703  22.81%
+# TCR(l=50): 2.653011  SpamRecall: 77.188%  SpamPrec: 99.616%
 
 ##### 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: 456855  96.62%
-# Correctly spam:     353242  48.54%
-# False positives:     15962  3.38%
-# False negatives:    374531  51.46%
-# TCR(l=50): 0.620633  SpamRecall: 48.537%  SpamPrec: 95.677%
+# Correctly non-spam: 461358  96.67%
+# Correctly spam:     313084  47.63%
+# False positives:     15895  3.33%
+# False negatives:    344280  52.37%
+# TCR(l=50): 0.577126  SpamRecall: 47.627%  SpamPrec: 95.168%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  56971  96.57%
-# Correctly spam:      44088  48.58%
-# False positives:      2022  3.43%
-# False negatives:     46663  51.42%
-# TCR(l=50): 0.614166  SpamRecall: 48.581%  SpamPrec: 95.615%
+# Correctly non-spam:  57585  96.70%
+# Correctly spam:      39037  47.61%
+# False positives:      1963  3.30%
+# False negatives:     42949  52.39%
+# TCR(l=50): 0.581053  SpamRecall: 47.614%  SpamPrec: 95.212%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1864033&r1=1864032&r2=1864033&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jul 31 05:07:51 2019
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 472920  39.427%  (99.702% of non-spam corpus)
-# Correctly spam:     651182  54.288%  (89.799% of spam corpus)
-# False positives:      1413  0.118%  (0.298% of nonspam, 188828 weighted)
-# False negatives:     73975  6.167%  (10.201% of spam, 143718 weighted)
-# Average score for spam:  15.9    nonspam: -2.1
+# Correctly non-spam: 472923  39.429%  (99.703% of non-spam corpus)
+# Correctly spam:     650939  54.270%  (89.772% of spam corpus)
+# False positives:      1410  0.118%  (0.297% of nonspam, 188441 weighted)
+# False negatives:     74166  6.183%  (10.228% of spam, 144231 weighted)
+# Average score for spam:  15.8    nonspam: -2.1
 # Average for false-pos:   8.7  false-neg: 1.9
-# TOTAL:              1199490  100.00%
+# TOTAL:              1199438  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  59017  99.72%
-# Correctly spam:      81312  89.94%
-# False positives:       165  0.28%
-# False negatives:      9090  10.06%
-# TCR(l=50): 5.213495  SpamRecall: 89.945%  SpamPrec: 99.797%
+# Correctly non-spam:  59022  99.73%
+# Correctly spam:      81276  89.91%
+# False positives:       160  0.27%
+# False negatives:      9118  10.09%
+# TCR(l=50): 5.280640  SpamRecall: 89.913%  SpamPrec: 99.804%
 
 ##### 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: 472515  99.62%
-# Correctly spam:     532843  73.48%
+# Correctly spam:     532915  73.49%
 # False positives:      1818  0.38%
-# False negatives:    192314  26.52%
-# TCR(l=50): 2.560456  SpamRecall: 73.480%  SpamPrec: 99.660%
+# False negatives:    192190  26.51%
+# TCR(l=50): 2.561394  SpamRecall: 73.495%  SpamPrec: 99.660%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  58942  99.59%
-# Correctly spam:      66613  73.69%
+# Correctly spam:      66558  73.63%
 # False positives:       240  0.41%
-# False negatives:     23789  26.31%
-# TCR(l=50): 2.525972  SpamRecall: 73.685%  SpamPrec: 99.641%
+# False negatives:     23836  26.37%
+# TCR(l=50): 2.522436  SpamRecall: 73.631%  SpamPrec: 99.641%