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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/09/25 05:02:46 UTC
svn commit: r1867506 [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=1867506&r1=1867505&r2=1867506&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Sep 25 05:02:46 2019
@@ -3,207 +3,205 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.298
-score AC_HTML_NONSENSE_TAGS 0.001 # force non-zero
+score AC_FROM_MANY_DOTS 2.037
+score AC_HTML_NONSENSE_TAGS 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.467
-score ADVANCE_FEE_3_NEW_FORM 2.465
-score ADVANCE_FEE_3_NEW_MONEY 2.699
-score ADVANCE_FEE_4_NEW 2.577
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_FORM 2.467
+score ADVANCE_FEE_3_NEW_MONEY 2.700
+score ADVANCE_FEE_4_NEW 2.176
score ADVANCE_FEE_4_NEW_MONEY 1.251
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.224
-score ADVANCE_FEE_5_NEW_MONEY 1.671
-score AD_PREFS 0.500
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.226
+score ADVANCE_FEE_5_NEW_MONEY 1.749
+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 2.722
-score BITCOIN_EXTORT_01 2.102
-score BITCOIN_PAY_ME 2.997
-score BITCOIN_SPAM_01 1.761
-score BITCOIN_SPAM_02 2.500
-score BITCOIN_SPAM_05 2.352
-score BITCOIN_SPAM_06 1.499
-score BITCOIN_SPAM_07 3.499
+score AMAZON_IMG_NOT_RCVD_AMZN 2.500
+score AXB_XMAILER_MIMEOLE_OL_024C2 3.625
+score BITCOIN_EXTORT_01 2.195
+score BITCOIN_PAY_ME 2.999
+score BITCOIN_SPAM_01 1.764
+score BITCOIN_SPAM_02 2.499
+score BITCOIN_SPAM_05 2.098
+score BITCOIN_SPAM_06 0.462
+score BITCOIN_SPAM_07 3.500
score BITCOIN_SPAM_08 2.499
-score BITCOIN_SPAM_09 1.500
+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 3.499
-score BOGUS_MSM_HDRS 0.462
+score BOGUS_MSM_HDRS 1.557
score CK_HELO_DYNAMIC_SPLIT_IP 0.001 # force non-zero
-score CK_HELO_GENERIC 0.250
-score DATE_IN_FUTURE_96_Q 2.700
+score CK_HELO_GENERIC 0.249
+score DATE_IN_FUTURE_96_Q 2.799
score DEAR_BENEFICIARY 2.899
-score DKIMWL_BL 2.999
+score DKIMWL_BL 3.000
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 1.499
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.821
score DX_TEXT_03 0.899
-score EBAY_IMG_NOT_RCVD_EBAY 2.621
-score FAKE_REPLY_A1 3.026
-score FILL_THIS_FORM 0.801
-score FORGED_RELAY_MUA_TO_MX 3.970
-score FORGED_SPF_HELO 1.299
+score EBAY_IMG_NOT_RCVD_EBAY 2.918
+score FAKE_REPLY_A1 2.965
+score FILL_THIS_FORM 0.799
+score FORGED_RELAY_MUA_TO_MX 3.999
+score FORGED_SPF_HELO 1.300
score FORM_FRAUD 1.000
-score FORM_FRAUD_5 2.410
+score FORM_FRAUD_5 2.458
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FREEM_FRNUM_UNICD_EMPTY 2.066
+score FREEMAIL_FORGED_FROMDOMAIN 0.174
+score FREEM_FRNUM_UNICD_EMPTY 3.545
score FROMSPACE 0.001 # force non-zero
score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 0.001
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM 1.500
+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 1.999
-score FROM_MISSP_DYNIP 0.999
+score FROM_MISSPACED 2.000
+score FROM_MISSP_DYNIP 1.594
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 2.529
-score FROM_MISSP_REPLYTO 2.386
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 1.875
-score FROM_MISSP_USER 1.047
+score FROM_MISSP_FREEMAIL 0.004
+score FROM_MISSP_MSFT 1.223
+score FROM_MISSP_REPLYTO 1.310
+score FROM_MISSP_SPF_FAIL 1.321
+score FROM_MISSP_TO_UNDISC 0.001
+score FROM_MISSP_USER 0.779
score FROM_MISSP_XPRIO 2.499
score FROM_NAME_EQ_TO_G_DRIVE 0.001
score FROM_NEWDOM_BTC 1.999
score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WORDY 2.200
+score FROM_WORDY 2.458
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 3.399
-score FSL_NEW_HELO_USER 1.828
-score FUZZY_CLICK_HERE 2.499
-score FUZZY_UNSUBSCRIBE 0.666
-score GB_BITCOIN_CP 3.000
+score FSL_NEW_HELO_USER 1.703
+score FUZZY_CLICK_HERE 2.599
+score GB_BITCOIN_CP 2.999
score GB_BITCOIN_NH 2.999
score GB_FREEMAIL_DISPTO 0.500
-score GB_GOOGLE_OBFU 0.750
+score GB_GOOGLE_OBFU 0.749
score GB_LINKED_IMG_NOT_RCVD_LINK 2.499
-score GB_MONERO_CP 1.999
-score GOOG_REDIR_HTML_ONLY 1.957
-score HDRS_LCASE 0.099
+score GB_MONERO_CP 1.106
+score GOOG_REDIR_HTML_ONLY 1.946
+score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.099
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.001
+score HELO_MISC_IP 0.001 # force non-zero
score HELO_NO_DOMAIN 0.001
-score HEXHASH_WORD 2.498
+score HEXHASH_WORD 2.480
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 1.000
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.756
-score HK_RCVD_IP_MULTICAST 1.178
+score HK_RANDOM_REPLYTO 0.728
+score HK_RCVD_IP_MULTICAST 0.770
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.386
-score HOSTED_IMG_FREEM 1.089
-score HOSTED_IMG_MULTI 2.220
-score HTML_ENTITY_ASCII 2.954
-score HTML_OFF_PAGE 2.101
-score HTML_SINGLET_MANY 1.814
-score HTML_TEXT_INVISIBLE_STYLE 1.904
+score HOSTED_IMG_DIRECT_MX 0.575
+score HOSTED_IMG_FREEM 1.100
+score HOSTED_IMG_MULTI 1.931
+score HTML_ENTITY_ASCII 2.951
+score HTML_OFF_PAGE 2.100
+score HTML_SINGLET_MANY 1.805
+score HTML_TEXT_INVISIBLE_STYLE 1.893
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.147
-score KHOP_HELO_FCRDNS 0.399
+score KHOP_FAKE_EBAY 0.094
+score KHOP_HELO_FCRDNS 0.400
score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 1.699
-score LONG_IMG_URI 1.844
+score LONG_HEX_URI 1.705
+score LONG_IMG_URI 1.846
score LOTS_OF_MONEY 0.010
-score MAILER_EQ_ORG 0.839
-score MALF_HTML_B64 2.976
+score MAILER_EQ_ORG 1.167
+score MALF_HTML_B64 0.967
score MALWARE_NORDNS 3.499
-score MALWARE_PASSWORD 0.538
-score MILLION_HUNDRED 2.321
+score MALWARE_PASSWORD 0.492
+score MILLION_HUNDRED 2.068
score MIMEOLE_DIRECT_TO_MX 1.999
-score MONERO_EXTORT_01 3.526
-score MONEY_ATM_CARD 2.699
+score MONERO_EXTORT_01 4.390
+score MONEY_ATM_CARD 2.293
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
score MONEY_FRAUD_3 2.799
-score MONEY_FRAUD_5 2.807
-score MONEY_FRAUD_8 2.878
+score MONEY_FRAUD_5 2.714
+score MONEY_FRAUD_8 2.202
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.997
-score MSM_PRIO_REPTO 0.346
-score NORDNS_LOW_CONTRAST 1.808
+score MONEY_FROM_MISSP 1.849
+score MSM_PRIO_REPTO 1.647
+score NORDNS_LOW_CONTRAST 1.818
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.333
-score NSL_RCVD_HELO_USER 0.809
-score NUMBERONLY_BITCOIN_EXP 0.001
+score NSL_RCVD_FROM_USER 0.354
+score NSL_RCVD_HELO_USER 0.144
+score NUMBERONLY_BITCOIN_EXP 0.179
score OBFU_BITCOIN 2.999
-score OFFER_ONLY_AMERICA 1.999
+score OFFER_ONLY_AMERICA 2.000
score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_ILLEGAL_CHARS 0.919
+score PDS_DBL_URL_ILLEGAL_CHARS 1.330
score PDS_DBL_URL_TNB_RUNON 1.999
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 0.569
+score PDS_PHPE_URISHORTENER 0.601
score PDS_PHP_EVAL 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TO_EQ_FROM_NAME 0.725
+score PDS_TO_EQ_FROM_NAME 0.727
score PDS_X_PHP_WP_EXP 1.499
-score PHP_ORIG_SCRIPT 2.447
+score PHP_ORIG_SCRIPT 2.500
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 2.505
+score RATWARE_NO_RDNS 2.713
score RCVD_IN_MSPIKE_H2 -0.001
-score SEO_SUSP_NTLD 1.199
-score SERGIO_SUBJECT_PORN014 3.399
-score SERGIO_SUBJECT_VIAGRA01 2.773
+score SEO_SUSP_NTLD 1.200
+score SERGIO_SUBJECT_PORN014 3.499
+score SERGIO_SUBJECT_VIAGRA01 2.774
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_BODY_G_DRIVE_DYN 1.499
+score SHORT_BODY_G_DRIVE_DYN 0.496
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 1.998
-score SPOOFED_FREEM_REPTO_CHN 0.934
-score STATIC_XPRIO_OLE 0.179
-score STOCK_LOW_CONTRAST 1.909
-score SUBJ_OBFU_PUNCT_FEW 0.669
-score SUBJ_OBFU_PUNCT_MANY 0.922
-score TAB_IN_FROM 0.306
+score SPOOFED_FREEM_REPTO_CHN 2.053
+score STATIC_XPRIO_OLE 1.184
+score STOCK_LOW_CONTRAST 1.900
+score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_MANY 0.876
+score TAB_IN_FROM 0.144
score THIS_AD 1.799
-score THIS_IS_ADV_SUSP_NTLD 1.410
-score TO_EQ_FM_DIRECT_MX 2.270
-score TO_EQ_FM_DOM_HTML_IMG 0.001 # force non-zero
-score TO_EQ_FM_DOM_HTML_ONLY 0.935
+score THIS_IS_ADV_SUSP_NTLD 1.499
+score TO_EQ_FM_DIRECT_MX 2.144
+score TO_EQ_FM_DOM_HTML_IMG 0.001
+score TO_EQ_FM_DOM_HTML_ONLY 0.194
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.355
-score TO_EQ_FM_SPF_FAIL 1.276
-score TO_IN_SUBJ 0.099
+score TO_EQ_FM_HTML_ONLY 1.092
+score TO_EQ_FM_SPF_FAIL 0.848
+score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 1.998
+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 2.499
+score TO_NO_BRKTS_MSFT 2.500
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TVD_SPACE_ENCODED 2.394
+score TVD_SPACE_ENCODED 2.397
score TVD_SPACE_RATIO_MINFP 2.499
-score TVD_SUBJ_FINGER_07 2.189
+score TVD_SUBJ_FINGER_07 1.465
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_DOM_NO_BODY 3.749
-score UNICODE_OBFU_ZW 1.408
+score UNICODE_OBFU_ZW 3.229
score UPGRADE_MAILBOX 1.799
score URI_GOOGLE_PROXY 1.999
-score URI_ONLY_MSGID_MALF 2.000
-score URI_PHISH 2.601
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 2.798
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.529
+score URI_TRY_3LD 1.782
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
-score ZW_OBFU_BITCOIN 0.894
+score ZW_OBFU_BITCOIN 0.445
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=1867506&r1=1867505&r2=1867506&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Sep 25 05:02:46 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 530282 42.827% (99.679% of non-spam corpus)
-# Correctly spam: 549739 44.398% (77.843% of spam corpus)
-# False positives: 1707 0.138% (0.321% of nonspam, 66728 weighted)
-# False negatives: 156472 12.637% (22.157% of spam, 400295 weighted)
-# Average score for spam: 11.2 nonspam: 0.6
-# Average for false-pos: 5.9 false-neg: 2.6
-# TOTAL: 1238200 100.00%
+# Correctly non-spam: 540657 43.696% (99.651% of non-spam corpus)
+# Correctly spam: 550407 44.484% (79.222% of spam corpus)
+# False positives: 1896 0.153% (0.349% of nonspam, 70617 weighted)
+# False negatives: 144361 11.667% (20.778% of spam, 354710 weighted)
+# Average score for spam: 11.1 nonspam: 0.6
+# Average for false-pos: 5.8 false-neg: 2.5
+# TOTAL: 1237321 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 66257 99.71%
-# Correctly spam: 68595 77.85%
-# False positives: 196 0.29%
-# False negatives: 19514 22.15%
-# TCR(l=50): 3.005697 SpamRecall: 77.852% SpamPrec: 99.715%
+# Correctly non-spam: 67530 99.66%
+# Correctly spam: 68805 79.41%
+# False positives: 227 0.34%
+# False negatives: 17840 20.59%
+# TCR(l=50): 2.968311 SpamRecall: 79.410% SpamPrec: 99.671%
##### 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: 518848 97.53%
-# Correctly spam: 335657 47.53%
-# False positives: 13141 2.47%
-# False negatives: 370554 52.47%
-# TCR(l=50): 0.687240 SpamRecall: 47.529% SpamPrec: 96.232%
+# Correctly non-spam: 529509 97.60%
+# Correctly spam: 326179 46.95%
+# False positives: 13044 2.40%
+# False negatives: 368589 53.05%
+# TCR(l=50): 0.680619 SpamRecall: 46.948% SpamPrec: 96.155%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 64771 97.47%
-# Correctly spam: 42138 47.82%
-# False positives: 1682 2.53%
-# False negatives: 45971 52.18%
-# TCR(l=50): 0.677392 SpamRecall: 47.825% SpamPrec: 96.162%
+# Correctly non-spam: 66131 97.60%
+# Correctly spam: 40719 47.00%
+# False positives: 1626 2.40%
+# False negatives: 45926 53.00%
+# TCR(l=50): 0.681032 SpamRecall: 46.995% SpamPrec: 96.160%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1867506&r1=1867505&r2=1867506&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Sep 25 05:02:46 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 440589 40.147% (99.876% of non-spam corpus)
-# Correctly spam: 607633 55.368% (92.584% of spam corpus)
-# False positives: 547 0.050% (0.124% of nonspam, 54169 weighted)
-# False negatives: 48674 4.435% (7.416% of spam, 102432 weighted)
-# Average score for spam: 15.7 nonspam: -1.6
+# Correctly non-spam: 440617 40.152% (99.882% of non-spam corpus)
+# Correctly spam: 607163 55.329% (92.523% of spam corpus)
+# False positives: 519 0.047% (0.118% of nonspam, 51840 weighted)
+# False negatives: 49066 4.471% (7.477% of spam, 101598 weighted)
+# Average score for spam: 15.5 nonspam: -1.6
# Average for false-pos: 6.7 false-neg: 2.1
-# TOTAL: 1097443 100.00%
+# TOTAL: 1097365 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54917 99.85%
-# Correctly spam: 75676 92.46%
-# False positives: 83 0.15%
-# False negatives: 6174 7.54%
-# TCR(l=50): 7.928129 SpamRecall: 92.457% SpamPrec: 99.890%
+# Correctly non-spam: 54929 99.87%
+# Correctly spam: 75672 92.47%
+# False positives: 71 0.13%
+# False negatives: 6165 7.53%
+# TCR(l=50): 8.423778 SpamRecall: 92.467% SpamPrec: 99.906%
##### 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: 493210 75.15%
+# Correctly spam: 493090 75.14%
# False positives: 1860 0.42%
-# False negatives: 163097 24.85%
-# TCR(l=50): 2.562728 SpamRecall: 75.149% SpamPrec: 99.624%
+# False negatives: 163139 24.86%
+# TCR(l=50): 2.562003 SpamRecall: 75.140% 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: 61441 75.07%
+# Correctly spam: 61479 75.12%
# False positives: 242 0.44%
-# False negatives: 20409 24.93%
-# TCR(l=50): 2.517764 SpamRecall: 75.065% SpamPrec: 99.608%
+# False negatives: 20358 24.88%
+# TCR(l=50): 2.521320 SpamRecall: 75.124% SpamPrec: 99.608%