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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/09/23 05:49:44 UTC

svn commit: r1867366 [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=1867366&r1=1867365&r2=1867366&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Sep 23 05:49:44 2019
@@ -3,89 +3,89 @@
 
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              1.999
+score AC_FROM_MANY_DOTS              2.252
 score AC_HTML_NONSENSE_TAGS          0.001
 score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              3.469
-score ADVANCE_FEE_3_NEW_FORM         2.465
+score ADVANCE_FEE_3_NEW              3.436
+score ADVANCE_FEE_3_NEW_FORM         2.466
 score ADVANCE_FEE_3_NEW_MONEY        2.699
-score ADVANCE_FEE_4_NEW              2.077
-score ADVANCE_FEE_4_NEW_MONEY        1.251
-score ADVANCE_FEE_5_NEW_FRM_MNY      1.225
-score ADVANCE_FEE_5_NEW_MONEY        1.246
+score ADVANCE_FEE_4_NEW              2.366
+score ADVANCE_FEE_4_NEW_MONEY        1.248
+score ADVANCE_FEE_5_NEW_FRM_MNY      1.227
+score ADVANCE_FEE_5_NEW_MONEY        1.878
 score AD_PREFS                       0.499
 score ALIBABA_IMG_NOT_RCVD_ALI       2.499
 score AMAZON_IMG_NOT_RCVD_AMZN       2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2   3.528
-score BITCOIN_EXTORT_01              2.200
-score BITCOIN_PAY_ME                 2.544
-score BITCOIN_SPAM_01                1.768
+score AXB_XMAILER_MIMEOLE_OL_024C2   2.799
+score BITCOIN_EXTORT_01              2.196
+score BITCOIN_PAY_ME                 2.547
+score BITCOIN_SPAM_01                1.767
 score BITCOIN_SPAM_02                2.499
-score BITCOIN_SPAM_05                1.871
-score BITCOIN_SPAM_06                0.969
+score BITCOIN_SPAM_05                2.168
+score BITCOIN_SPAM_06                0.109
 score BITCOIN_SPAM_07                3.499
 score BITCOIN_SPAM_08                2.499
 score BITCOIN_SPAM_09                1.499
 score BODY_EMPTY                     0.001
 score BODY_QUOTE_MALF_MSGID          1.999
 score BODY_URI_ONLY                  0.999
-score BOGUS_MIME_VERSION             3.497
-score BOGUS_MSM_HDRS                 2.999
+score BOGUS_MIME_VERSION             3.499
+score BOGUS_MSM_HDRS                 2.986
 score CK_HELO_DYNAMIC_SPLIT_IP       0.001
-score CK_HELO_GENERIC                0.250
+score CK_HELO_GENERIC                0.249
 score DATE_IN_FUTURE_96_Q            2.699
-score DEAR_BENEFICIARY               2.799
+score DEAR_BENEFICIARY               2.900
 score DKIMWL_BL                      2.999
-score DKIMWL_WL_HIGH                 -0.001
-score DKIMWL_WL_MED                  -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER  0.423
+score DKIMWL_WL_HIGH                 -0.001 # force non-zero
+score DKIMWL_WL_MED                  -0.001 # force non-zero
+score DRUGS_ERECTILE_SHORT_SHORTNER  1.499
 score DX_TEXT_03                     0.899
-score EBAY_IMG_NOT_RCVD_EBAY         2.863
-score FAKE_REPLY_A1                  3.299
-score FILL_THIS_FORM                 0.801
-score FORGED_RELAY_MUA_TO_MX         4.000
+score EBAY_IMG_NOT_RCVD_EBAY         2.999
+score FAKE_REPLY_A1                  3.364
+score FILL_THIS_FORM                 0.800
+score FORGED_RELAY_MUA_TO_MX         3.997
 score FORGED_SPF_HELO                1.299
-score FORM_FRAUD                     1.000
-score FORM_FRAUD_5                   1.243
-score FOUND_YOU                      3.250
-score FREEMAIL_FORGED_FROMDOMAIN     0.135
-score FREEM_FRNUM_UNICD_EMPTY        2.455
+score FORM_FRAUD                     0.999
+score FORM_FRAUD_5                   2.420
+score FOUND_YOU                      3.249
+score FREEMAIL_FORGED_FROMDOMAIN     0.008
+score FREEM_FRNUM_UNICD_EMPTY        2.511
 score FROMSPACE                      0.001
-score FROM_2_EMAILS_SHORT            0.001
+score FROM_2_EMAILS_SHORT            0.140
 score FROM_ADDR_WS                   0.001
 score FROM_FMBLA_NEWDOM              1.499
-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 # force non-zero
+score FROM_FMBLA_NEWDOM14            0.999
+score FROM_FMBLA_NEWDOM28            0.800
+score FROM_GOV_DKIM_AU               -0.001 # force non-zero
+score FROM_GOV_SPOOF                 0.001
 score FROM_MISSPACED                 1.999
-score FROM_MISSP_DYNIP               1.994
+score FROM_MISSP_DYNIP               2.131
 score FROM_MISSP_EH_MATCH            1.999
-score FROM_MISSP_FREEMAIL            0.192
-score FROM_MISSP_MSFT                1.764
-score FROM_MISSP_REPLYTO             2.064
-score FROM_MISSP_SPF_FAIL            1.444
-score FROM_MISSP_TO_UNDISC           0.469
-score FROM_MISSP_USER                0.883
+score FROM_MISSP_FREEMAIL            0.042
+score FROM_MISSP_MSFT                2.161
+score FROM_MISSP_REPLYTO             2.066
+score FROM_MISSP_SPF_FAIL            1.125
+score FROM_MISSP_TO_UNDISC           1.416
+score FROM_MISSP_USER                3.031
 score FROM_MISSP_XPRIO               2.499
-score FROM_NAME_EQ_TO_G_DRIVE        0.001 # force non-zero
-score FROM_NEWDOM_BTC                1.999
+score FROM_NAME_EQ_TO_G_DRIVE        0.001
+score FROM_NEWDOM_BTC                2.000
 score FROM_NTLD_REPLY_FREEMAIL       1.999
 score FROM_PAYPAL_SPOOF              1.599
 score FROM_SUSPICIOUS_NTLD           0.500
 score FROM_SUSPICIOUS_NTLD_FP        1.999
-score FROM_WORDY                     2.499
-score FSL_BULK_SIG                   0.001 # force non-zero
+score FROM_WORDY                     2.245
+score FSL_BULK_SIG                   0.001
 score FSL_CTYPE_WIN1251              3.399
-score FSL_NEW_HELO_USER              1.999
+score FSL_NEW_HELO_USER              1.428
 score FUZZY_CLICK_HERE               2.499
 score GB_BITCOIN_CP                  2.999
 score GB_BITCOIN_NH                  2.999
 score GB_FREEMAIL_DISPTO             0.499
-score GB_GOOGLE_OBFU                 0.749
+score GB_GOOGLE_OBFU                 0.750
 score GB_LINKED_IMG_NOT_RCVD_LINK    2.499
-score GB_MONERO_CP                   1.646
-score GOOG_REDIR_HTML_ONLY           1.586
+score GB_MONERO_CP                   1.759
+score GOOG_REDIR_HTML_ONLY           1.999
 score HDRS_LCASE                     0.100
 score HDRS_LCASE_IMGONLY             0.100
 score HDR_ORDER_FTSDMCXX_DIRECT      1.999
@@ -96,113 +96,113 @@ score HELO_NO_DOMAIN                 0.0
 score HEXHASH_WORD                   2.491
 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           0.925
+score HK_RANDOM_FROM                 1.000
+score HK_RANDOM_REPLYTO              0.923
+score HK_RCVD_IP_MULTICAST           0.853
 score HK_SCAM                        1.999
-score HOSTED_IMG_DIRECT_MX           1.267
-score HOSTED_IMG_FREEM               0.927
-score HOSTED_IMG_MULTI               2.589
+score HOSTED_IMG_DIRECT_MX           2.579
+score HOSTED_IMG_FREEM               0.989
+score HOSTED_IMG_MULTI               2.941
 score HTML_ENTITY_ASCII              2.950
-score HTML_OFF_PAGE                  2.102
-score HTML_SINGLET_MANY              1.986
-score HTML_TEXT_INVISIBLE_STYLE      2.070
+score HTML_OFF_PAGE                  2.100
+score HTML_SINGLET_MANY              1.914
+score HTML_TEXT_INVISIBLE_STYLE      2.001
 score IMG_ONLY_FM_DOM_INFO           2.499
 score KB_FORGED_MOZ4                 0.001
-score KHOP_FAKE_EBAY                 0.001
-score KHOP_HELO_FCRDNS               0.399
-score LIST_PRTL_SAME_USER            0.001
-score LONG_HEX_URI                   1.700
-score LONG_IMG_URI                   1.846
+score KHOP_FAKE_EBAY                 0.144
+score KHOP_HELO_FCRDNS               0.400
+score LIST_PRTL_SAME_USER            0.128
+score LONG_HEX_URI                   1.702
+score LONG_IMG_URI                   1.843
 score LOTS_OF_MONEY                  0.010
-score MAILER_EQ_ORG                  0.689
-score MALF_HTML_B64                  2.702
-score MALWARE_NORDNS                 3.500
-score MALWARE_PASSWORD               2.891
-score MILLION_HUNDRED                2.612
+score MAILER_EQ_ORG                  0.486
+score MALF_HTML_B64                  3.365
+score MALWARE_NORDNS                 3.499
+score MALWARE_PASSWORD               0.952
+score MILLION_HUNDRED                2.107
 score MIMEOLE_DIRECT_TO_MX           1.999
-score MONERO_EXTORT_01               4.639
-score MONEY_ATM_CARD                 2.563
-score MONEY_FORM                     0.001
+score MONERO_EXTORT_01               3.601
+score MONEY_ATM_CARD                 2.620
+score MONEY_FORM                     0.001 # force non-zero
 score MONEY_FORM_SHORT               2.499
-score MONEY_FRAUD_3                  2.699
-score MONEY_FRAUD_5                  2.899
-score MONEY_FRAUD_8                  2.788
+score MONEY_FRAUD_3                  2.800
+score MONEY_FRAUD_5                  2.764
+score MONEY_FRAUD_8                  2.331
 score MONEY_FROM_41                  1.999
-score MONEY_FROM_MISSP               1.429
-score MSM_PRIO_REPTO                 0.553
-score NORDNS_LOW_CONTRAST            1.641
+score MONEY_FROM_MISSP               1.783
+score MSM_PRIO_REPTO                 1.884
+score NORDNS_LOW_CONTRAST            1.711
 score NO_FM_NAME_IP_HOSTN            0.001
-score NSL_RCVD_FROM_USER             1.613
-score NSL_RCVD_HELO_USER             1.572
-score NUMBERONLY_BITCOIN_EXP         0.501
+score NSL_RCVD_FROM_USER             1.906
+score NSL_RCVD_HELO_USER             1.865
+score NUMBERONLY_BITCOIN_EXP         0.706
 score OBFU_BITCOIN                   2.999
 score OFFER_ONLY_AMERICA             1.999
 score PDS_BTC_NTLD                   1.999
-score PDS_DBL_URL_ILLEGAL_CHARS      0.524
-score PDS_DBL_URL_TNB_RUNON          1.999
+score PDS_DBL_URL_ILLEGAL_CHARS      0.001
+score PDS_DBL_URL_TNB_RUNON          1.832
 score PDS_FROM_2_EMAILS              1.999
-score PDS_FROM_NAME_TO_DOMAIN        0.999
+score PDS_FROM_NAME_TO_DOMAIN        1.000
 score PDS_HP_HELO_NORDNS             0.001
-score PDS_PHPE_URISHORTENER          1.738
+score PDS_PHPE_URISHORTENER          0.206
 score PDS_PHP_EVAL                   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_TO_EQ_FROM_NAME            0.726
-score PDS_X_PHP_WP_EXP               1.499
+score PDS_TO_EQ_FROM_NAME            0.585
+score PDS_X_PHP_WP_EXP               1.500
 score PHP_ORIG_SCRIPT                2.499
 score PP_MIME_FAKE_ASCII_TEXT        0.999
-score RATWARE_NO_RDNS                2.999
+score RATWARE_NO_RDNS                2.480
 score RCVD_IN_MSPIKE_H2              -0.001
 score SEO_SUSP_NTLD                  1.199
 score SERGIO_SUBJECT_PORN014         3.399
-score SERGIO_SUBJECT_VIAGRA01        2.774
+score SERGIO_SUBJECT_VIAGRA01        2.775
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
-score SHORT_BODY_G_DRIVE_DYN         0.422
+score SHORT_BODY_G_DRIVE_DYN         0.802
 score SHORT_SHORTNER                 1.999
-score SINGLETS_LOW_CONTRAST          0.001
+score SINGLETS_LOW_CONTRAST          0.001 # force non-zero
 score SPOOFED_FREEMAIL               1.999
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
 score SPOOFED_FREEM_REPTO            1.998
-score SPOOFED_FREEM_REPTO_CHN        2.507
-score STATIC_XPRIO_OLE               1.056
-score STOCK_LOW_CONTRAST             2.080
-score SUBJ_OBFU_PUNCT_FEW            0.669
-score SUBJ_OBFU_PUNCT_MANY           0.953
-score TAB_IN_FROM                    0.058
+score SPOOFED_FREEM_REPTO_CHN        2.820
+score STATIC_XPRIO_OLE               1.589
+score STOCK_LOW_CONTRAST             2.011
+score SUBJ_OBFU_PUNCT_FEW            0.668
+score SUBJ_OBFU_PUNCT_MANY           0.928
+score TAB_IN_FROM                    0.136
 score THIS_AD                        1.799
 score THIS_IS_ADV_SUSP_NTLD          1.499
-score TO_EQ_FM_DIRECT_MX             2.165
+score TO_EQ_FM_DIRECT_MX             2.438
 score TO_EQ_FM_DOM_HTML_IMG          0.001
-score TO_EQ_FM_DOM_HTML_ONLY         0.292
+score TO_EQ_FM_DOM_HTML_ONLY         0.571
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
-score TO_EQ_FM_HTML_ONLY             0.997
-score TO_EQ_FM_SPF_FAIL              1.047
+score TO_EQ_FM_HTML_ONLY             0.582
+score TO_EQ_FM_SPF_FAIL              1.170
 score TO_IN_SUBJ                     0.099
 score TO_NAME_SUBJ_NO_RDNS           0.001
-score TO_NO_BRKTS_FROM_MSSP          2.500
+score TO_NO_BRKTS_FROM_MSSP          2.499
 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 TVD_SPACE_ENCODED              2.398
-score TVD_SPACE_RATIO_MINFP          2.499
-score TVD_SUBJ_FINGER_07             1.959
+score TVD_SPACE_ENCODED              2.397
+score TVD_SPACE_RATIO_MINFP          2.500
+score TVD_SUBJ_FINGER_07             2.307
 score UNICODE_OBFU_ASC               2.499
 score UNICODE_OBFU_DOM_NO_BODY       3.749
-score UNICODE_OBFU_ZW                2.694
+score UNICODE_OBFU_ZW                1.786
 score UPGRADE_MAILBOX                1.799
 score URI_GOOGLE_PROXY               1.999
 score URI_ONLY_MSGID_MALF            1.999
-score URI_PHISH                      2.787
+score URI_PHISH                      2.798
 score URI_PHP_REDIR                  3.499
-score URI_TRY_3LD                    1.530
+score URI_TRY_3LD                    1.528
 score URI_WP_HACKED                  3.499
-score URI_WP_HACKED_2                2.500
+score URI_WP_HACKED_2                2.499
 score XPRIO_SHORT_SUBJ               2.499
 score XPRIO_URL_SHORTNER             0.999
-score ZW_OBFU_BITCOIN                0.939
+score ZW_OBFU_BITCOIN                2.486
 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=1867366&r1=1867365&r2=1867366&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Sep 23 05:49:44 2019
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 547443  40.434%  (99.649% of non-spam corpus)
-# Correctly spam:     653775  48.287%  (81.258% of spam corpus)
-# False positives:      1927  0.142%  (0.351% of nonspam,  82587 weighted)
-# False negatives:    150787  11.137%  (18.742% of spam, 383428 weighted)
-# Average score for spam:  12.0    nonspam: 0.7
-# Average for false-pos:   5.9  false-neg: 2.5
-# TOTAL:              1353932  100.00%
+# Correctly non-spam: 531887  43.163%  (99.672% of non-spam corpus)
+# Correctly spam:     545434  44.263%  (78.072% of spam corpus)
+# False positives:      1749  0.142%  (0.328% of nonspam,  66855 weighted)
+# False negatives:    153198  12.432%  (21.928% of spam, 391410 weighted)
+# Average score for spam:  10.7    nonspam: 0.6
+# Average for false-pos:   5.8  false-neg: 2.6
+# TOTAL:              1232268  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  68314  99.53%
-# Correctly spam:      81617  81.42%
-# False positives:       325  0.47%
-# False negatives:     18631  18.58%
-# TCR(l=50): 2.874000  SpamRecall: 81.415%  SpamPrec: 99.603%
+# Correctly non-spam:  66431  99.67%
+# Correctly spam:      68240  78.29%
+# False positives:       219  0.33%
+# False negatives:     18918  21.71%
+# TCR(l=50): 2.918106  SpamRecall: 78.295%  SpamPrec: 99.680%
 
 ##### 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: 535588  97.49%
-# Correctly spam:     358618  44.57%
-# False positives:     13782  2.51%
-# False negatives:    445944  55.43%
-# TCR(l=50): 0.708838  SpamRecall: 44.573%  SpamPrec: 96.299%
+# Correctly non-spam: 520377  97.52%
+# Correctly spam:     323913  46.36%
+# False positives:     13259  2.48%
+# False negatives:    374719  53.64%
+# TCR(l=50): 0.673271  SpamRecall: 46.364%  SpamPrec: 96.068%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  66844  97.38%
-# Correctly spam:      44813  44.70%
-# False positives:      1795  2.62%
-# False negatives:     55435  55.30%
-# TCR(l=50): 0.690485  SpamRecall: 44.702%  SpamPrec: 96.149%
+# Correctly non-spam:  65000  97.52%
+# Correctly spam:      40394  46.35%
+# False positives:      1650  2.48%
+# False negatives:     46764  53.65%
+# TCR(l=50): 0.674264  SpamRecall: 46.346%  SpamPrec: 96.076%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1867366&r1=1867365&r2=1867366&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Sep 23 05:49:44 2019
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 440592  40.145%  (99.877% of non-spam corpus)
-# Correctly spam:     607356  55.339%  (92.531% of spam corpus)
-# False positives:       544  0.050%  (0.123% of nonspam,  53978 weighted)
-# False negatives:     49022  4.467%  (7.469% of spam, 103709 weighted)
-# Average score for spam:  15.8    nonspam: -1.6
-# Average for false-pos:   6.7  false-neg: 2.1
-# TOTAL:              1097514  100.00%
+# Correctly non-spam: 440585  40.145%  (99.875% of non-spam corpus)
+# Correctly spam:     607587  55.362%  (92.571% of spam corpus)
+# False positives:       551  0.050%  (0.125% of nonspam,  54483 weighted)
+# False negatives:     48760  4.443%  (7.429% of spam, 102899 weighted)
+# Average score for spam:  16.0    nonspam: -1.6
+# Average for false-pos:   6.6  false-neg: 2.1
+# TOTAL:              1097483  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  54918  99.85%
-# Correctly spam:      75826  92.63%
-# False positives:        82  0.15%
-# False negatives:      6034  7.37%
-# TCR(l=50): 8.077758  SpamRecall: 92.629%  SpamPrec: 99.892%
+# Correctly non-spam:  54919  99.85%
+# Correctly spam:      75768  92.56%
+# False positives:        81  0.15%
+# False negatives:      6089  7.44%
+# TCR(l=50): 8.073479  SpamRecall: 92.561%  SpamPrec: 99.893%
 
 ##### 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: 439276  99.58%
-# Correctly spam:     493098  75.12%
+# Correctly spam:     493118  75.13%
 # False positives:      1860  0.42%
-# False negatives:    163280  24.88%
-# TCR(l=50): 2.561175  SpamRecall: 75.124%  SpamPrec: 99.624%
+# False negatives:    163229  24.87%
+# TCR(l=50): 2.561564  SpamRecall: 75.131%  SpamPrec: 99.624%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  54758  99.56%
-# Correctly spam:      61540  75.18%
+# Correctly spam:      61515  75.15%
 # False positives:       242  0.44%
-# False negatives:     20320  24.82%
-# TCR(l=50): 2.524985  SpamRecall: 75.177%  SpamPrec: 99.608%
+# False negatives:     20342  24.85%
+# TCR(l=50): 2.523180  SpamRecall: 75.149%  SpamPrec: 99.608%