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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/06/18 04:10:36 UTC

svn commit: r1861554 [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=1861554&r1=1861553&r2=1861554&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Jun 18 04:10:36 2019
@@ -3,202 +3,202 @@
 
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              2.999
-score AC_HTML_NONSENSE_TAGS          1.999
+score AC_FROM_MANY_DOTS              2.789
 score ADMITS_SPAM                    2.999
 score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              2.719
-score ADVANCE_FEE_3_NEW_MONEY        0.620
-score ADVANCE_FEE_4_NEW              2.599
+score ADVANCE_FEE_3_NEW              2.412
+score ADVANCE_FEE_3_NEW_MONEY        0.490
+score ADVANCE_FEE_4_NEW              2.699
 score ADVANCE_FEE_4_NEW_MONEY        2.599
-score ADVANCE_FEE_5_NEW_FRM_MNY      0.713
+score ADVANCE_FEE_5_NEW_FRM_MNY      0.680
 score ADVANCE_FEE_5_NEW_MONEY        2.999
 score AD_PREFS                       1.299
 score AMAZON_IMG_NOT_RCVD_AMZN       0.001
-score ANY_PILL_PRICE                 1.442
+score ANY_PILL_PRICE                 2.356
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5   0.091
-score BITCOIN_DEADLINE               2.999
-score BITCOIN_EXTORT_01              3.725
+score AXB_XMAILER_MIMEOLE_OL_1ECD5   1.023
+score BITCOIN_DEADLINE               3.000
+score BITCOIN_EXTORT_01              3.844
 score BITCOIN_MALWARE                3.499
 score BITCOIN_PAY_ME                 2.999
-score BITCOIN_SPAM_01                0.001
-score BITCOIN_SPAM_02                2.500
+score BITCOIN_SPAM_01                0.001 # force non-zero
+score BITCOIN_SPAM_02                2.499
 score BITCOIN_SPAM_03                2.499
-score BITCOIN_SPAM_05                2.499
-score BITCOIN_SPAM_06                0.937
+score BITCOIN_SPAM_05                2.500
+score BITCOIN_SPAM_06                1.183
 score BITCOIN_SPAM_07                3.499
 score BITCOIN_SPAM_08                2.499
 score BITCOIN_SPAM_09                1.499
-score BITCOIN_SPAM_11                0.081
-score BODY_EMPTY                     1.999
+score BITCOIN_SPAM_11                0.439
+score BODY_EMPTY                     2.000
 score BODY_SINGLE_URI                0.001
-score BODY_SINGLE_WORD               2.500
+score BODY_SINGLE_WORD               2.499
 score BODY_URI_ONLY                  0.999
-score BOGUS_MIME_VERSION             3.499
-score BOGUS_MSM_HDRS                 0.510
+score BOGUS_MIME_VERSION             3.500
+score BOGUS_MSM_HDRS                 0.080
 score CK_HELO_DYNAMIC_SPLIT_IP       0.001
 score CK_HELO_GENERIC                0.249
-score DATE_IN_FUTURE_96_Q            0.400
-score DEAR_BENEFICIARY               2.537
+score DATE_IN_FUTURE_96_Q            0.844
+score DEAR_BENEFICIARY               1.930
 score DKIMWL_BL                      2.999
 score DKIMWL_WL_HIGH                 -0.001 # force non-zero
-score DKIMWL_WL_MED                  -0.001
+score DKIMWL_WL_MED                  -0.001 # force non-zero
 score DKIMWL_WL_MEDHI                -0.001
-score DX_TEXT_03                     0.999
-score EBAY_IMG_NOT_RCVD_EBAY         2.034
+score DX_TEXT_03                     0.888
+score EBAY_IMG_NOT_RCVD_EBAY         2.032
 score FILL_THIS_FORM                 0.001
 score FORGED_MUA_POSTFIX             1.999
 score FORGED_RELAY_MUA_TO_MX         3.399
 score FORM_FRAUD                     0.999
-score FORM_FRAUD_3                   0.482
-score FORM_FRAUD_5                   2.699
+score FORM_FRAUD_3                   1.688
+score FORM_FRAUD_5                   2.700
 score FOUND_YOU                      3.249
 score FREEMAIL_DISPTO                0.499
-score FREEMAIL_FORGED_FROMDOMAIN     0.250
-score FREEM_FRNUM_UNICD_EMPTY        2.570
-score FROMSPACE                      1.704
-score FROM_ADDR_WS                   2.299
-score FROM_FMBLA_NEWDOM              1.500
+score FREEMAIL_FORGED_FROMDOMAIN     0.249
+score FREEM_FRNUM_UNICD_EMPTY        2.870
+score FROMSPACE                      1.807
+score FROM_ADDR_WS                   2.302
+score FROM_FMBLA_NEWDOM              1.499
 score FROM_FMBLA_NEWDOM14            0.999
 score FROM_FMBLA_NEWDOM28            0.799
 score FROM_GOV_DKIM_AU               -0.001
-score FROM_GOV_SPOOF                 0.001 # force non-zero
+score FROM_GOV_SPOOF                 0.001
 score FROM_IN_TO_AND_SUBJ            1.799
 score FROM_MISSPACED                 0.001
-score FROM_MISSP_EH_MATCH            0.001 # force non-zero
-score FROM_MISSP_FREEMAIL            2.999
+score FROM_MISSP_EH_MATCH            0.001
+score FROM_MISSP_FREEMAIL            3.099
 score FROM_MISSP_MSFT                0.001
-score FROM_MISSP_REPLYTO             0.087
-score FROM_MISSP_SPF_FAIL            2.000
+score FROM_MISSP_REPLYTO             0.088
+score FROM_MISSP_SPF_FAIL            1.999
 score FROM_MISSP_TO_UNDISC           0.001 # force non-zero
-score FROM_MISSP_USER                0.001 # force non-zero
-score FROM_MISSP_XPRIO               0.001
-score FROM_NAME_EQ_TO_G_DRIVE        0.867
-score FROM_NTLD_REPLY_FREEMAIL       1.999
-score FROM_NUMERIC_TLD               2.999
+score FROM_MISSP_USER                0.001
+score FROM_MISSP_XPRIO               0.001 # force non-zero
+score FROM_NAME_EQ_TO_G_DRIVE        0.916
+score FROM_NTLD_REPLY_FREEMAIL       1.997
+score FROM_NUMERIC_TLD               3.000
 score FROM_PAYPAL_SPOOF              1.599
-score FROM_SUSPICIOUS_NTLD           0.499
-score FROM_WORDY                     1.145
-score FROM_WORDY_SHORT               0.524
+score FROM_SUSPICIOUS_NTLD           0.500
+score FROM_WORDY                     1.148
+score FROM_WORDY_SHORT               0.881
 score FROM_WSP_TRAIL                 2.499
-score FSL_BULK_SIG                   1.264
-score FSL_CTYPE_WIN1251              2.451
-score FSL_HELO_FAKE                  3.796
-score FSL_NEW_HELO_USER              0.001 # force non-zero
-score FSL_THIS_IS_ADV                1.752
-score FUZZY_BITCOIN                  2.190
-score FUZZY_CLICK_HERE               2.601
+score FSL_BULK_SIG                   1.306
+score FSL_CTYPE_WIN1251              2.327
+score FSL_HELO_FAKE                  3.793
+score FSL_NEW_HELO_USER              0.001
+score FSL_THIS_IS_ADV                1.749
+score FUZZY_BITCOIN                  2.251
+score FUZZY_CLICK_HERE               2.495
 score FUZZY_UNSUBSCRIBE              2.699
-score GOOGLE_OBFU                    0.362
-score GOOG_REDIR_HTML_ONLY           1.999
-score GOOG_REDIR_NORDNS              1.544
+score GOOGLE_OBFU                    0.367
+score GOOG_REDIR_HTML_ONLY           1.901
+score GOOG_REDIR_NORDNS              1.005
 score HDRS_LCASE                     0.099
-score HDRS_LCASE_IMGONLY             0.100
-score HDR_ORDER_FTSDMCXX_DIRECT      1.999
-score HDR_ORDER_FTSDMCXX_NORDNS      2.341
-score HEADER_FROM_DIFFERENT_DOMAINS  0.250
-score HELO_MISC_IP                   0.001 # force non-zero
+score HDRS_LCASE_IMGONLY             0.099
+score HDR_ORDER_FTSDMCXX_DIRECT      1.423
+score HDR_ORDER_FTSDMCXX_NORDNS      3.489
+score HEADER_FROM_DIFFERENT_DOMAINS  0.249
+score HELO_MISC_IP                   0.001
 score HK_NAME_FM_MR_MRS              1.499
 score HK_NAME_MR_MRS                 0.999
-score HK_RANDOM_FROM                 1.000
+score HK_RANDOM_FROM                 0.999
 score HK_RCVD_IP_MULTICAST           0.999
-score HK_SCAM_N2                     0.247
-score HK_SCAM_N3                     1.262
+score HK_SCAM_N2                     0.418
+score HK_SCAM_N3                     2.267
 score HK_SCAM_N8                     0.001
-score HOSTED_IMG_DIRECT_MX           1.627
-score HTML_OFF_PAGE                  2.999
-score HTML_SHRT_CMNT_OBFU_MANY       2.443
-score HTML_SINGLET_MANY              0.001 # force non-zero
-score HTML_TEXT_INVISIBLE_STYLE      1.824
+score HOSTED_IMG_DIRECT_MX           1.557
+score HTML_OFF_PAGE                  2.708
+score HTML_SHRT_CMNT_OBFU_MANY       2.499
+score HTML_SINGLET_MANY              0.001
+score HTML_TEXT_INVISIBLE_STYLE      1.815
 score IMG_ONLY_FM_DOM_INFO           2.499
-score KB_FORGED_MOZ4                 1.735
+score KB_FORGED_MOZ4                 1.724
 score LIST_PARTIAL_SHORT_MSG         2.499
-score LIST_PRTL_SAME_USER            1.272
-score LONG_HEX_URI                   2.489
-score LONG_IMG_URI                   0.967
+score LIST_PRTL_SAME_USER            1.274
+score LONG_HEX_URI                   2.490
+score LONG_IMG_URI                   0.971
 score LOTS_OF_MONEY                  0.010
-score LOTTO_AGENT                    0.820
-score MALF_HTML_B64                  0.295
+score LOTTO_AGENT                    0.901
+score MALF_HTML_B64                  1.774
 score MIMEOLE_DIRECT_TO_MX           1.999
-score MIME_NO_TEXT                   1.502
+score MIME_NO_TEXT                   1.459
 score MIXED_ES                       2.399
-score MONEY_ATM_CARD                 1.186
-score MONEY_FORM                     0.588
-score MONEY_FORM_SHORT               2.499
-score MONEY_FRAUD_3                  0.686
-score MONEY_FRAUD_5                  2.668
-score MONEY_FRAUD_8                  2.283
-score MONEY_FROM_41                  1.999
-score MONEY_FROM_MISSP               1.999
-score MSM_PRIO_REPTO                 1.002
-score NORDNS_LOW_CONTRAST            1.888
+score MONEY_ATM_CARD                 0.537
+score MONEY_FORM                     0.590
+score MONEY_FORM_SHORT               2.500
+score MONEY_FRAUD_3                  0.690
+score MONEY_FRAUD_5                  2.799
+score MONEY_FRAUD_8                  2.132
+score MONEY_FROM_41                  2.000
+score MONEY_FROM_MISSP               1.875
+score MSM_PRIO_REPTO                 0.468
+score NORDNS_LOW_CONTRAST            1.898
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             1.191
-score NUMBERONLY_BITCOIN_EXP         0.808
+score NSL_RCVD_HELO_USER             1.845
+score NUMBERONLY_BITCOIN_EXP         0.767
 score OBFU_BITCOIN                   2.999
 score OBFU_TEXT_ATTACH               1.599
 score OFFER_ONLY_AMERICA             1.999
-score ONLINE_MKTG_CNSLT              2.499
-score PDS_DBL_URL_ILLEGAL_CHARS      1.685
+score ONLINE_MKTG_CNSLT              2.399
+score PDS_DBL_URL_ILLEGAL_CHARS      1.682
 score PDS_DBL_URL_LINKBAIT           2.499
 score PDS_DBL_URL_TNB_RUNON          1.999
-score PDS_HIDDEN_UK_BUSINESSLOAN     1.999
+score PDS_HIDDEN_UK_BUSINESSLOAN     2.000
 score PDS_PHP_RUNTIME_FUNC           1.499
-score PDS_TO_EQ_FROM_NAME            1.856
+score PDS_TO_EQ_FROM_NAME            1.803
 score PHP_ORIG_SCRIPT                2.499
-score PP_MIME_FAKE_ASCII_TEXT        0.999
-score RATWARE_NO_RDNS                2.117
+score PP_MIME_FAKE_ASCII_TEXT        1.000
+score RATWARE_NO_RDNS                2.388
 score RCVD_IN_MSPIKE_H2              -0.001
-score RDNS_NUM_TLD_ATCHNX            1.688
-score RDNS_NUM_TLD_XM                2.501
+score RDNS_NUM_TLD_ATCHNX            0.650
+score RDNS_NUM_TLD_XM                1.936
 score RISK_FREE                      2.599
-score SEO_SUSP_NTLD                  1.200
-score SERGIO_SUBJECT_PORN011         2.699
-score SERGIO_SUBJECT_PORN014         2.400
+score SEO_SUSP_NTLD                  1.199
+score SERGIO_SUBJECT_PORN011         2.700
+score SERGIO_SUBJECT_PORN014         2.348
 score SERGIO_SUBJECT_VIAGRA01        0.001
-score SHORTENER_SHORT_IMG            1.383
+score SHORTENER_SHORT_IMG            1.381
 score SHORT_BODY_G_DRIVE_DYN         1.499
-score SINGLETS_LOW_CONTRAST          0.001
+score SINGLETS_LOW_CONTRAST          0.001 # force non-zero
 score SPOOFED_FREEM_REPTO            2.499
 score STATIC_XPRIO_OLE               1.999
-score STOCK_LOW_CONTRAST             0.012
+score STOCK_LOW_CONTRAST             0.008
 score TEQF_USR_POLITE                0.765
 score THIS_AD                        1.999
-score THIS_IS_ADV_SUSP_NTLD          0.244
-score TO_EQ_FM_DIRECT_MX             2.500
+score THIS_IS_ADV_SUSP_NTLD          1.177
+score TO_EQ_FM_DIRECT_MX             2.499
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
-score TO_EQ_FM_SPF_FAIL              0.328
-score TO_IN_SUBJ                     0.099
+score TO_EQ_FM_SPF_FAIL              0.329
+score TO_IN_SUBJ                     0.100
 score TO_NAME_SUBJ_NO_RDNS           0.001
-score TO_NO_BRKTS_DYNIP              2.138
+score TO_NO_BRKTS_DYNIP              2.133
 score TO_NO_BRKTS_FROM_MSSP          2.499
 score TO_NO_BRKTS_HTML_IMG           1.999
 score TO_NO_BRKTS_HTML_ONLY          1.999
-score TO_NO_BRKTS_MSFT               2.500
+score TO_NO_BRKTS_MSFT               2.499
 score TO_NO_BRKTS_NORDNS_HTML        1.999
 score TO_NO_BRKTS_PCNT               2.499
-score TVD_APP_LOAN                   2.218
+score TVD_APP_LOAN                   3.099
 score TVD_SPACE_ENCODED              1.079
 score TVD_SPACE_RATIO_MINFP          2.499
-score TVD_SUBJ_APPR_LOAN             2.908
-score UNICODE_OBFU_ASC               2.499
+score TVD_SUBJ_APPR_LOAN             2.554
+score UNICODE_OBFU_ASC               2.500
 score UNICODE_OBFU_ZW                3.499
-score URI_BUFFLY                     1.999
+score URI_BUFFLY                     2.000
 score URI_GOOGLE_PROXY               2.199
 score URI_ONLY_MSGID_MALF            1.999
 score URI_PHISH                      3.273
-score URI_TRY_3LD                    0.299
-score URI_WPADMIN                    2.399
-score URI_WP_DIRINDEX                3.458
-score URI_WP_HACKED                  3.500
+score URI_TRY_3LD                    0.001
+score URI_WPADMIN                    2.400
+score URI_WP_DIRINDEX                3.452
+score URI_WP_HACKED                  3.499
 score URI_WP_HACKED_2                2.499
 score USB_DRIVES                     1.999
-score XPRIO                          1.538
-score XPRIO_SHORT_SUBJ               1.775
-score YOU_INHERIT                    1.247
-score ZW_OBFU_BITCOIN                2.446
+score XPRIO                          1.271
+score XPRIO_SHORT_SUBJ               1.774
+score YOU_INHERIT                    0.420
+score ZW_OBFU_BITCOIN                1.339
+score AC_HTML_NONSENSE_TAGS          1.000
 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=1861554&r1=1861553&r2=1861554&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Jun 18 04:10:36 2019
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 318869  42.699%  (99.585% of non-spam corpus)
-# Correctly spam:     300870  40.289%  (70.530% of spam corpus)
-# False positives:      1329  0.178%  (0.415% of nonspam,  51570 weighted)
-# False negatives:    125714  16.834%  (29.470% of spam, 312899 weighted)
-# Average score for spam:  9.5    nonspam: 0.6
-# Average for false-pos:   5.8  false-neg: 2.5
-# TOTAL:              746782  100.00%
+# Correctly non-spam: 321233  41.483%  (99.604% of non-spam corpus)
+# Correctly spam:     324685  41.929%  (71.854% of spam corpus)
+# False positives:      1278  0.165%  (0.396% of nonspam,  52453 weighted)
+# False negatives:    127181  16.424%  (28.146% of spam, 317721 weighted)
+# Average score for spam:  9.3    nonspam: 0.6
+# Average for false-pos:   5.9  false-neg: 2.5
+# TOTAL:              774377  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  39720  99.57%
-# Correctly spam:      37489  70.52%
-# False positives:       171  0.43%
-# False negatives:     15670  29.48%
-# TCR(l=50): 2.194839  SpamRecall: 70.522%  SpamPrec: 99.546%
+# Correctly non-spam:  39999  99.61%
+# Correctly spam:      40657  72.16%
+# False positives:       156  0.39%
+# False negatives:     15687  27.84%
+# TCR(l=50): 2.398944  SpamRecall: 72.159%  SpamPrec: 99.618%
 
 ##### 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: 310286  96.90%
-# Correctly spam:     157566  36.94%
-# False positives:      9912  3.10%
-# False negatives:    269018  63.06%
-# TCR(l=50): 0.557905  SpamRecall: 36.937%  SpamPrec: 94.082%
+# Correctly non-spam: 312392  96.86%
+# Correctly spam:     164804  36.47%
+# False positives:     10119  3.14%
+# False negatives:    287062  63.53%
+# TCR(l=50): 0.569810  SpamRecall: 36.472%  SpamPrec: 94.215%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  38634  96.85%
-# Correctly spam:      19559  36.79%
-# False positives:      1257  3.15%
-# False negatives:     33600  63.21%
-# TCR(l=50): 0.551156  SpamRecall: 36.793%  SpamPrec: 93.961%
+# Correctly non-spam:  38951  97.00%
+# Correctly spam:      20642  36.64%
+# False positives:      1204  3.00%
+# False negatives:     35702  63.36%
+# TCR(l=50): 0.587516  SpamRecall: 36.636%  SpamPrec: 94.489%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1861554&r1=1861553&r2=1861554&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Jun 18 04:10:36 2019
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 328231  45.351%  (99.865% of non-spam corpus)
-# Correctly spam:     337252  46.597%  (85.361% of spam corpus)
-# False positives:       443  0.061%  (0.135% of nonspam,  36069 weighted)
-# False negatives:     57837  7.991%  (14.639% of spam, 104287 weighted)
-# Average score for spam:  14.6    nonspam: -2.0
-# Average for false-pos:   6.8  false-neg: 1.8
-# TOTAL:              723763  100.00%
+# Correctly non-spam: 328218  45.353%  (99.861% of non-spam corpus)
+# Correctly spam:     337098  46.580%  (85.337% of spam corpus)
+# False positives:       456  0.063%  (0.139% of nonspam,  36824 weighted)
+# False negatives:     57923  8.004%  (14.663% of spam, 104483 weighted)
+# Average score for spam:  14.7    nonspam: -2.0
+# Average for false-pos:   6.7  false-neg: 1.8
+# TOTAL:              723695  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  40925  99.86%
-# Correctly spam:      42042  85.30%
+# Correctly spam:      42007  85.24%
 # False positives:        57  0.14%
-# False negatives:      7248  14.70%
-# TCR(l=50): 4.881165  SpamRecall: 85.295%  SpamPrec: 99.865%
+# False negatives:      7275  14.76%
+# TCR(l=50): 4.867358  SpamRecall: 85.238%  SpamPrec: 99.864%
 
 ##### 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: 326992  99.49%
-# Correctly spam:     242816  61.46%
+# Correctly spam:     242639  61.42%
 # False positives:      1682  0.51%
-# False negatives:    152273  38.54%
-# TCR(l=50): 1.671464  SpamRecall: 61.459%  SpamPrec: 99.312%
+# False negatives:    152382  38.58%
+# TCR(l=50): 1.670406  SpamRecall: 61.424%  SpamPrec: 99.312%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  40772  99.49%
-# Correctly spam:      30318  61.51%
+# Correctly spam:      30357  61.60%
 # False positives:       210  0.51%
-# False negatives:     18972  38.49%
-# TCR(l=50): 1.672435  SpamRecall: 61.509%  SpamPrec: 99.312%
+# False negatives:     18925  38.40%
+# TCR(l=50): 1.674834  SpamRecall: 61.599%  SpamPrec: 99.313%