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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/07/19 04:55:23 UTC
svn commit: r1863344 [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=1863344&r1=1863343&r2=1863344&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jul 19 04:55:23 2019
@@ -3,103 +3,104 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.669
-score AC_HTML_NONSENSE_TAGS 1.966
-score ADVANCE_FEE_2_NEW_MONEY 0.287
-score ADVANCE_FEE_3_NEW 3.469
-score ADVANCE_FEE_3_NEW_MONEY 0.243
+score AC_FROM_MANY_DOTS 1.761
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADVANCE_FEE_2_NEW_MONEY 0.358
+score ADVANCE_FEE_3_NEW 3.466
+score ADVANCE_FEE_3_NEW_MONEY 0.263
score ADVANCE_FEE_4_NEW 2.699
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.681
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.606
score ADVANCE_FEE_4_NEW_MONEY 2.799
-score ADVANCE_FEE_5_NEW 2.600
+score ADVANCE_FEE_5_NEW 2.599
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.392
+score ADVANCE_FEE_5_NEW_MONEY 0.412
score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 0.001 # force non-zero
-score ANY_PILL_PRICE 0.306
+score AMAZON_IMG_NOT_RCVD_AMZN 0.001
+score ANY_PILL_PRICE 1.493
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.897
-score BIGNUM_EMAILS 2.999
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.278
+score BIGNUM_EMAILS 2.712
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 3.947
+score BITCOIN_EXTORT_01 4.024
score BITCOIN_MALWARE 3.499
score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_01 0.001
-score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_02 2.500
+score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_06 0.193
+score BITCOIN_SPAM_06 0.494
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_08 2.403
-score BITCOIN_SPAM_09 1.443
+score BITCOIN_SPAM_08 2.402
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_SPAM_11 0.810
score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 0.001
-score BODY_SINGLE_WORD 2.394
+score BODY_SINGLE_URI 0.049
+score BODY_SINGLE_WORD 2.398
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.429
-score CANT_SEE_AD 0.664
+score BOGUS_MSM_HDRS 1.591
+score CANT_SEE_AD 0.613
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.249
-score DATE_IN_FUTURE_96_Q 2.121
-score DEAR_BENEFICIARY 2.504
-score DKIMWL_BL 2.516
+score DATE_IN_FUTURE_96_Q 2.799
+score DEAR_BENEFICIARY 2.397
+score DKIMWL_BL 2.518
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.001
-score DX_TEXT_03 0.879
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.124
+score DX_TEXT_03 0.850
score FAKE_REPLY_A1 3.100
-score FILL_THIS_FORM 0.001 # force non-zero
+score FILL_THIS_FORM 0.001
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.641
-score FORM_FRAUD_5 2.999
+score FORM_FRAUD_3 0.431
+score FORM_FRAUD_5 2.529
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROMSPACE 0.285
+score FROMSPACE 0.276
score FROM_2_EMAILS_SHORT 1.999
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM 1.499
-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_DKIM_AU -0.001 # force non-zero
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.319
-score FROM_MISSP_EH_MATCH 1.224
+score FROM_MISSP_DYNIP 2.563
+score FROM_MISSP_EH_MATCH 1.247
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.499
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.999
+score FROM_MISSP_SPF_FAIL 1.791
score FROM_MISSP_TO_UNDISC 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.043
+score FROM_NAME_EQ_TO_G_DRIVE 0.063
score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_WORDY 1.591
-score FROM_WORDY_SHORT 1.521
+score FROM_WORDY 2.499
+score FROM_WORDY_SHORT 0.625
score FROM_WSP_TRAIL 2.699
-score FSL_BULK_SIG 0.588
+score FSL_BULK_SIG 0.587
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 3.800
+score FSL_HELO_FAKE 3.799
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 3.029
-score FUZZY_CLICK_HERE 2.599
+score FSL_THIS_IS_ADV 2.970
+score FUZZY_CLICK_HERE 2.600
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 0.171
+score GB_FREEMAIL_DISPTO 0.500
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
+score GB_GOOGLE_OBFU 0.251
score GB_GOOG_IMG_NOT_RCVD_GOOG 2.500
score GB_LINKED_IMG_NOT_RCVD_LINK 2.499
-score GOOG_REDIR_HTML_ONLY 0.420
+score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.314
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_DIRECT 1.505
+score HDR_ORDER_FTSDMCXX_NORDNS 1.576
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001 # force non-zero
score HELO_NO_DOMAIN 2.199
score HEXHASH_WORD 1.527
@@ -109,100 +110,100 @@ score HK_NAME_FROM 0.9
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 1.333
+score HK_RCVD_IP_MULTICAST 0.675
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 1.467
-score HTML_ENTITY_ASCII 0.691
+score HOSTED_IMG_DIRECT_MX 2.067
+score HTML_ENTITY_ASCII 1.925
score HTML_OFF_PAGE 2.999
-score HTML_SHRT_CMNT_OBFU_MANY 2.500
-score HTML_SINGLET_MANY 0.925
-score HTML_TEXT_INVISIBLE_STYLE 1.962
+score HTML_SHRT_CMNT_OBFU_MANY 2.499
+score HTML_SINGLET_MANY 0.956
+score HTML_TEXT_INVISIBLE_STYLE 2.023
score IMG_ALT_HSPACE_CID_ALIGN 2.499
-score IMG_ONLY_FM_DOM_INFO 2.500
-score KB_FORGED_MOZ4 0.001
+score IMG_ONLY_FM_DOM_INFO 2.499
+score KB_FORGED_MOZ4 0.001 # force non-zero
score LIST_PARTIAL 1.000
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 1.281
-score LONG_HEX_URI 1.627
-score LONG_IMG_URI 0.961
+score LIST_PRTL_SAME_USER 1.280
+score LONG_HEX_URI 1.680
+score LONG_IMG_URI 0.957
score LOTS_OF_MONEY 0.010
score LUCRATIVE 1.999
score L_8BIT_MISMATCH 0.010
score MALFORMED_FREEMAIL 1.719
score MALF_HTML_B64 0.001
score MANY_SPAN_IN_TEXT 2.499
-score MILLION_HUNDRED 2.905
-score MILLION_USD 1.489
+score MILLION_HUNDRED 2.904
+score MILLION_USD 1.476
score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_ES 2.399
-score MONEY_ATM_CARD 1.847
+score MONEY_ATM_CARD 0.468
score MONEY_FORM 0.591
-score MONEY_FORM_SHORT 2.500
-score MONEY_FRAUD_3 1.570
-score MONEY_FRAUD_5 1.569
+score MONEY_FORM_SHORT 2.499
+score MONEY_FRAUD_3 1.567
+score MONEY_FRAUD_5 1.555
score MONEY_FRAUD_8 3.199
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score NORDNS_LOW_CONTRAST 1.748
+score NORDNS_LOW_CONTRAST 1.689
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 3.099
-score NUMBERONLY_BITCOIN_EXP 0.284
-score OBFU_BITCOIN 0.524
-score OFFER_ONLY_AMERICA 1.710
+score NUMBERONLY_BITCOIN_EXP 0.001
+score OBFU_BITCOIN 0.435
+score OFFER_ONLY_AMERICA 1.719
score PDS_DBL_URL_LINKBAIT 2.499
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
score PDS_PHP_EVAL 1.499
-score PDS_TO_EQ_FROM_NAME 0.684
-score PDS_URI_HIDDEN_HELO_NO_DOMAIN 1.125
+score PDS_TO_EQ_FROM_NAME 0.665
+score PDS_URI_HIDDEN_HELO_NO_DOMAIN 1.137
score PDS_X_PHP_WP_EXP 1.499
-score PHOTO_EDITING_DIRECT 2.999
+score PHOTO_EDITING_DIRECT 2.837
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RATWARE_NO_RDNS 2.371
+score RATWARE_NO_RDNS 2.497
score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 2.794
-score RISK_FREE 2.529
-score RP_8BIT 1.015
-score SEO_SUSP_NTLD 0.473
+score RDNS_NUM_TLD_XM 2.592
+score RISK_FREE 2.190
+score RP_8BIT 0.908
+score SEO_SUSP_NTLD 1.028
score SERGIO_SUBJECT_PORN014 3.199
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORTENER_SHORT_IMG 1.562
+score SHORTENER_SHORT_IMG 1.602
score SHORT_BODY_G_DRIVE_DYN 1.499
-score SHORT_IMG_SUSP_NTLD 1.023
-score SINGLETS_LOW_CONTRAST 0.951
+score SHORT_IMG_SUSP_NTLD 1.204
+score SINGLETS_LOW_CONTRAST 0.978
score SPOOFED_FREEMAIL_NO_RDNS 1.499
score SPOOFED_FREEM_REPTO 2.499
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 0.001
score TEQF_USR_POLITE 0.001
-score THIS_AD 1.770
-score THIS_IS_ADV_SUSP_NTLD 0.426
-score TO_EQ_FM_DIRECT_MX 1.626
-score TO_EQ_FM_DOM_SPF_FAIL 1.182
-score TO_EQ_FM_SPF_FAIL 1.649
-score TO_IN_SUBJ 0.099
+score THIS_AD 1.771
+score THIS_IS_ADV_SUSP_NTLD 0.510
+score TO_EQ_FM_DIRECT_MX 1.624
+score TO_EQ_FM_DOM_SPF_FAIL 1.380
+score TO_EQ_FM_SPF_FAIL 1.444
+score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_DYNIP 3.000
-score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_DYNIP 3.099
+score TO_NO_BRKTS_FROM_MSSP 2.477
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 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 1.645
-score TVD_IP_SING_HEX 2.197
-score TVD_SPACE_ENCODED 1.077
-score TVD_SPACE_RATIO_MINFP 2.499
+score TVD_IP_HEX 0.161
+score TVD_IP_SING_HEX 2.339
+score TVD_SPACE_ENCODED 1.079
+score TVD_SPACE_RATIO_MINFP 2.500
score TVD_SUBJ_APPR_LOAN 2.599
-score TVD_SUBJ_NUM_OBFU_MINFP 2.387
+score TVD_SUBJ_NUM_OBFU_MINFP 2.027
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW 0.001
-score URI_BUFFLY 1.584
+score URI_BUFFLY 1.538
score URI_GOOGLE_PROXY 1.799
-score URI_HEX_IP 2.267
-score URI_ONLY_MSGID_MALF 1.495
+score URI_HEX_IP 1.257
+score URI_ONLY_MSGID_MALF 1.497
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 0.001
@@ -210,10 +211,10 @@ score URI_WPADMIN 2.4
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO 0.548
-score XPRIO_SHORT_SUBJ 0.511
-score XPRIO_URL_SHORTNER 1.000
-score YOU_INHERIT 0.531
+score XPRIO 0.553
+score XPRIO_SHORT_SUBJ 0.510
+score XPRIO_URL_SHORTNER 0.999
+score YOU_INHERIT 0.548
score ZW_OBFU_BITCOIN 0.001
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -229,7 +230,6 @@ score APP_DEVELOPMENT_FREEM 1.0
score APP_DEVELOPMENT_NORDNS 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_10 1.000
-score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BITCOIN_SPF_ONLYALL 1.000
score BOGUS_MIME_VERSION 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1863344&r1=1863343&r2=1863344&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jul 19 04:55:23 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 355391 35.896% (99.382% of non-spam corpus)
-# Correctly spam: 498289 50.329% (78.786% of spam corpus)
-# False positives: 2209 0.223% (0.618% of nonspam, 111435 weighted)
-# False negatives: 134170 13.552% (21.214% of spam, 297976 weighted)
-# Average score for spam: 10.2 nonspam: 0.7
+# Correctly non-spam: 351685 36.833% (99.384% of non-spam corpus)
+# Correctly spam: 470011 49.226% (78.213% of spam corpus)
+# False positives: 2179 0.228% (0.616% of nonspam, 105940 weighted)
+# False negatives: 130930 13.713% (21.787% of spam, 290122 weighted)
+# Average score for spam: 10.0 nonspam: 0.7
# Average for false-pos: 5.7 false-neg: 2.2
-# TOTAL: 990059 100.00%
+# TOTAL: 954805 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 44295 99.35%
-# Correctly spam: 61973 78.52%
-# False positives: 290 0.65%
-# False negatives: 16958 21.48%
-# TCR(l=50): 2.509091 SpamRecall: 78.515% SpamPrec: 99.534%
+# Correctly non-spam: 43843 99.39%
+# Correctly spam: 58536 77.98%
+# False positives: 267 0.61%
+# False negatives: 16531 22.02%
+# TCR(l=50): 2.512198 SpamRecall: 77.978% SpamPrec: 99.546%
##### 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: 344865 96.44%
-# Correctly spam: 288298 45.58%
-# False positives: 12735 3.56%
-# False negatives: 344161 54.42%
-# TCR(l=50): 0.644767 SpamRecall: 45.584% SpamPrec: 95.770%
+# Correctly non-spam: 341457 96.49%
+# Correctly spam: 278338 46.32%
+# False positives: 12407 3.51%
+# False negatives: 322603 53.68%
+# TCR(l=50): 0.637297 SpamRecall: 46.317% SpamPrec: 95.733%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 43004 96.45%
-# Correctly spam: 35513 44.99%
-# False positives: 1581 3.55%
-# False negatives: 43418 55.01%
-# TCR(l=50): 0.644503 SpamRecall: 44.992% SpamPrec: 95.738%
+# Correctly non-spam: 42653 96.70%
+# Correctly spam: 34782 46.33%
+# False positives: 1457 3.30%
+# False negatives: 40285 53.67%
+# TCR(l=50): 0.663517 SpamRecall: 46.335% SpamPrec: 95.979%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1863344&r1=1863343&r2=1863344&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jul 19 04:55:23 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 472133 40.782% (99.653% of non-spam corpus)
-# Correctly spam: 627641 54.215% (91.771% of spam corpus)
-# False positives: 1643 0.142% (0.347% of nonspam, 203136 weighted)
-# False negatives: 56280 4.861% (8.229% of spam, 110857 weighted)
-# Average score for spam: 16.0 nonspam: -2.0
+# Correctly non-spam: 472134 40.784% (99.653% of non-spam corpus)
+# Correctly spam: 627418 54.198% (91.745% of spam corpus)
+# False positives: 1642 0.142% (0.347% of nonspam, 203046 weighted)
+# False negatives: 56451 4.876% (8.255% of spam, 111327 weighted)
+# Average score for spam: 15.8 nonspam: -2.0
# Average for false-pos: 8.6 false-neg: 2.0
-# TOTAL: 1157697 100.00%
+# TOTAL: 1157645 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 58913 99.65%
-# Correctly spam: 78195 91.65%
-# False positives: 205 0.35%
-# False negatives: 7122 8.35%
-# TCR(l=50): 4.911179 SpamRecall: 91.652% SpamPrec: 99.739%
+# Correctly non-spam: 58912 99.65%
+# Correctly spam: 78229 91.70%
+# False positives: 206 0.35%
+# False negatives: 7079 8.30%
+# TCR(l=50): 4.908683 SpamRecall: 91.702% SpamPrec: 99.737%
##### 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: 471732 99.57%
-# Correctly spam: 526382 76.97%
+# Correctly spam: 526492 76.99%
# False positives: 2044 0.43%
-# False negatives: 157539 23.03%
-# TCR(l=50): 2.633109 SpamRecall: 76.965% SpamPrec: 99.613%
+# False negatives: 157377 23.01%
+# TCR(l=50): 2.634552 SpamRecall: 76.987% SpamPrec: 99.613%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 58854 99.55%
-# Correctly spam: 65533 76.81%
+# Correctly spam: 65339 76.59%
# False positives: 264 0.45%
-# False negatives: 19784 23.19%
-# TCR(l=50): 2.586618 SpamRecall: 76.811% SpamPrec: 99.599%
+# False negatives: 19969 23.41%
+# TCR(l=50): 2.571920 SpamRecall: 76.592% SpamPrec: 99.598%