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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/10/02 05:02:53 UTC
svn commit: r1867870 [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=1867870&r1=1867869&r2=1867870&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Oct 2 05:02:53 2019
@@ -3,55 +3,55 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.999
+score AC_FROM_MANY_DOTS 2.522
score AC_HTML_NONSENSE_TAGS 1.999
-score ADVANCE_FEE_2_NEW_MONEY 0.904
-score ADVANCE_FEE_3_NEW 3.466
-score ADVANCE_FEE_3_NEW_FORM 0.422
-score ADVANCE_FEE_3_NEW_MONEY 2.179
-score ADVANCE_FEE_4_NEW_MONEY 2.700
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.168
-score ADVANCE_FEE_5_NEW_MONEY 0.804
+score ADVANCE_FEE_2_NEW_MONEY 0.759
+score ADVANCE_FEE_3_NEW 3.458
+score ADVANCE_FEE_3_NEW_FORM 0.399
+score ADVANCE_FEE_3_NEW_MONEY 2.131
+score ADVANCE_FEE_4_NEW_MONEY 2.699
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.764
+score ADVANCE_FEE_5_NEW_MONEY 1.389
score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.253
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.150
-score BITCOIN_EXTORT_01 2.003
-score BITCOIN_PAY_ME 2.232
-score BITCOIN_SPAM_01 0.849
+score AMAZON_IMG_NOT_RCVD_AMZN 2.255
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.108
+score BITCOIN_EXTORT_01 2.028
+score BITCOIN_PAY_ME 2.036
+score BITCOIN_SPAM_01 0.783
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_04 1.499
-score BITCOIN_SPAM_05 0.924
+score BITCOIN_SPAM_05 0.982
score BITCOIN_SPAM_06 1.499
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_08 2.398
+score BITCOIN_SPAM_08 2.402
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 1.131
-score BODY_URI_ONLY 1.000
+score BODY_EMPTY 1.127
+score BODY_URI_ONLY 0.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.196
+score BOGUS_MSM_HDRS 1.393
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.249
score DATE_IN_FUTURE_96_Q 2.699
-score DEAR_BENEFICIARY 1.033
+score DEAR_BENEFICIARY 1.147
score DKIMWL_BL 2.999
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.601
-score DUP_SUSP_HDR 2.412
+score DKIMWL_WL_MED -0.001
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.588
+score DUP_SUSP_HDR 1.520
score DX_TEXT_03 0.799
-score EBAY_IMG_NOT_RCVD_EBAY 2.635
-score END_FUTURE_EMAILS 0.387
-score FAKE_REPLY_A1 2.941
-score FILL_THIS_FORM 0.786
-score FORGED_RELAY_MUA_TO_MX 3.280
-score FORGED_SPF_HELO 1.092
+score EBAY_IMG_NOT_RCVD_EBAY 1.541
+score END_FUTURE_EMAILS 1.231
+score FAKE_REPLY_A1 2.973
+score FILL_THIS_FORM 0.594
+score FORGED_RELAY_MUA_TO_MX 3.598
+score FORGED_SPF_HELO 0.773
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 1.399
+score FORM_FRAUD_5 1.259
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FREEM_FRNUM_UNICD_EMPTY 1.927
-score FROMSPACE 0.001 # force non-zero
+score FREEM_FRNUM_UNICD_EMPTY 2.646
+score FROMSPACE 0.001
score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 0.001
score FROM_FMBLA_NEWDOM 1.499
@@ -59,101 +59,101 @@ score FROM_FMBLA_NEWDOM14 0.9
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
-score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 1.703
-score FROM_MISSP_EH_MATCH 1.232
-score FROM_MISSP_FREEMAIL 1.660
-score FROM_MISSP_MSFT 2.868
-score FROM_MISSP_REPLYTO 2.495
-score FROM_MISSP_SPF_FAIL 0.677
-score FROM_MISSP_TO_UNDISC 1.773
-score FROM_MISSP_USER 2.191
+score FROM_MISSPACED 2.000
+score FROM_MISSP_DYNIP 2.513
+score FROM_MISSP_EH_MATCH 1.226
+score FROM_MISSP_FREEMAIL 1.656
+score FROM_MISSP_MSFT 1.314
+score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSP_SPF_FAIL 0.789
+score FROM_MISSP_TO_UNDISC 1.869
+score FROM_MISSP_USER 2.504
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 0.858
+score FROM_PAYPAL_SPOOF 1.169
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WORDY 1.497
+score FROM_WORDY 1.975
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 4.299
-score FSL_HELO_FAKE 1.797
-score FSL_NEW_HELO_USER 1.706
-score FSL_THIS_IS_ADV 2.899
+score FSL_HELO_FAKE 1.795
+score FSL_NEW_HELO_USER 1.999
+score FSL_THIS_IS_ADV 2.800
score FUZZY_CLICK_HERE 2.599
-score FUZZY_UNSUBSCRIBE 0.428
+score FUZZY_UNSUBSCRIBE 2.068
score GB_BITCOIN_CP 2.999
score GB_BITCOIN_NH 2.999
-score GB_FREEMAIL_DISPTO 0.500
+score GB_FREEMAIL_DISPTO 0.499
score GB_GOOGLE_OBFU 0.749
score GB_LINKED_IMG_NOT_RCVD_LINK 2.499
-score GB_MONERO_CP 1.295
-score GOOG_REDIR_HTML_ONLY 1.736
-score GOOG_REDIR_NORDNS 2.799
-score HDRS_LCASE 0.099
+score GB_MONERO_CP 0.143
+score GOOG_REDIR_HTML_ONLY 1.945
+score GOOG_REDIR_NORDNS 2.699
+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 0.249
-score HELO_MISC_IP 0.249
+score HELO_MISC_IP 0.250
score HELO_NO_DOMAIN 0.001
score HEXHASH_WORD 2.999
-score HK_LOTTO 0.521
+score HK_LOTTO 0.873
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 1.000
+score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_RCVD_IP_MULTICAST 0.490
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 1.053
+score HOSTED_IMG_DIRECT_MX 2.020
score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI 1.298
-score HTML_ENTITY_ASCII 2.952
-score HTML_OFF_PAGE 2.102
+score HOSTED_IMG_MULTI 1.556
+score HTML_ENTITY_ASCII 2.951
+score HTML_OFF_PAGE 2.105
score HTML_SINGLET_MANY 1.436
-score HTML_TEXT_INVISIBLE_STYLE 2.022
+score HTML_TEXT_INVISIBLE_STYLE 2.400
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 2.886
+score KB_FORGED_MOZ4 2.313
score KHOP_FAKE_EBAY 0.213
-score KHOP_HELO_FCRDNS 0.399
+score KHOP_HELO_FCRDNS 0.400
score LIST_PRTL_SAME_USER 0.001
score LONG_HEX_URI 1.616
-score LONG_IMG_URI 1.383
+score LONG_IMG_URI 1.840
score LOTS_OF_MONEY 0.010
-score MAILER_EQ_ORG 1.155
-score MALFORMED_FREEMAIL 1.357
-score MALF_HTML_B64 2.381
+score MAILER_EQ_ORG 1.049
+score MALFORMED_FREEMAIL 1.355
+score MALF_HTML_B64 2.344
score MALWARE_NORDNS 3.499
-score MALWARE_PASSWORD 1.373
+score MALWARE_PASSWORD 2.118
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 2.249
+score MILLION_HUNDRED 1.957
score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_ES 2.399
-score MONERO_EXTORT_01 2.342
+score MONERO_EXTORT_01 3.937
score MONEY_ATM_CARD 2.699
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.332
+score MONEY_FORM_SHORT 1.609
score MONEY_FRAUD_3 2.799
-score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_5 0.006
score MONEY_FRAUD_8 3.099
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 2.000
-score NORDNS_LOW_CONTRAST 1.689
+score MONEY_FROM_MISSP 1.999
+score NORDNS_LOW_CONTRAST 1.312
score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
-score NSL_RCVD_FROM_USER 0.434
-score NSL_RCVD_HELO_USER 1.491
-score NUMBERONLY_BITCOIN_EXP 0.804
-score OBFU_BITCOIN 2.566
-score OFFER_ONLY_AMERICA 1.999
+score NSL_RCVD_FROM_USER 2.253
+score NSL_RCVD_HELO_USER 0.325
+score NUMBERONLY_BITCOIN_EXP 1.293
+score OBFU_BITCOIN 2.999
+score OFFER_ONLY_AMERICA 1.881
score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_ILLEGAL_CHARS 1.801
-score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FROM_2_EMAILS 1.445
-score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 1.684
+score PDS_DBL_URL_ILLEGAL_CHARS 1.945
+score PDS_DBL_URL_TNB_RUNON 1.577
+score PDS_FROM_2_EMAILS 1.442
+score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_HELO_SPF_FAIL 0.711
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_PHPE_URISHORTENER 1.697
+score PDS_PHPE_URISHORTENER 0.001
score PDS_PHP_EVAL 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
@@ -163,61 +163,60 @@ score PDS_TO_EQ_FROM_NAME 0.0
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 1.752
+score RATWARE_NO_RDNS 1.313
score RCVD_IN_MSPIKE_H2 -0.001
score SEO_SUSP_NTLD 1.199
-score SERGIO_SUBJECT_PORN014 3.399
+score SERGIO_SUBJECT_PORN014 3.299
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_BODY_G_DRIVE_DYN 0.692
+score SHORT_BODY_G_DRIVE_DYN 1.080
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 2.000
+score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
-score STATIC_XPRIO_OLE 1.251
+score STATIC_XPRIO_OLE 1.490
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 0.977
-score TAB_IN_FROM 0.500
+score SUBJ_OBFU_PUNCT_FEW 0.679
+score SUBJ_OBFU_PUNCT_MANY 1.276
+score TAB_IN_FROM 0.499
score THIS_AD 1.699
-score THIS_IS_ADV_SUSP_NTLD 0.407
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.177
+score THIS_IS_ADV_SUSP_NTLD 1.462
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
+score TO_EQ_FM_DIRECT_MX 1.596
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.540
+score TO_EQ_FM_DOM_HTML_ONLY 1.542
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
-score TO_EQ_FM_SPF_FAIL 1.958
+score TO_EQ_FM_HTML_ONLY 0.001
+score TO_EQ_FM_SPF_FAIL 2.271
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.242
-score TO_NO_BRKTS_DYNIP 1.339
+score TO_NAME_SUBJ_NO_RDNS 2.231
+score TO_NO_BRKTS_DYNIP 1.330
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.995
-score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_HTML_IMG 1.994
+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_OCT 2.382
score TVD_SPACE_ENCODED 2.397
score TVD_SPACE_RATIO_MINFP 2.499
-score TVD_SUBJ_FINGER_07 1.312
+score TVD_SUBJ_FINGER_07 0.668
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_DOM_NO_BODY 3.749
-score UNICODE_OBFU_ZW 2.608
+score UNICODE_OBFU_ZW 1.392
score UPGRADE_MAILBOX 1.799
score URI_GOOGLE_PROXY 2.199
-score URI_ONLY_MSGID_MALF 1.961
-score URI_PHISH 2.296
+score URI_ONLY_MSGID_MALF 1.963
+score URI_PHISH 2.795
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.524
+score URI_TRY_3LD 1.265
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score US_DOLLARS_3 1.707
+score URI_WP_HACKED_2 2.500
+score US_DOLLARS_3 1.999
score XPRIO_SHORT_SUBJ 0.449
score XPRIO_URL_SHORTNER 0.999
-score YOU_INHERIT 0.074
-score ZW_OBFU_BITCOIN 0.339
+score YOU_INHERIT 0.661
+score ZW_OBFU_BITCOIN 0.927
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=1867870&r1=1867869&r2=1867870&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Oct 2 05:02:53 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 507185 45.880% (99.657% of non-spam corpus)
-# Correctly spam: 465840 42.140% (78.092% of spam corpus)
-# False positives: 1746 0.158% (0.343% of nonspam, 61668 weighted)
-# False negatives: 130689 11.822% (21.908% of spam, 304909 weighted)
+# Correctly non-spam: 519537 46.774% (99.599% of non-spam corpus)
+# Correctly spam: 459133 41.336% (77.936% of spam corpus)
+# False positives: 2092 0.188% (0.401% of nonspam, 69612 weighted)
+# False negatives: 129983 11.702% (22.064% of spam, 304121 weighted)
# Average score for spam: 12.1 nonspam: 0.6
-# Average for false-pos: 6.0 false-neg: 2.3
-# TOTAL: 1105460 100.00%
+# Average for false-pos: 5.9 false-neg: 2.3
+# TOTAL: 1110745 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63304 99.61%
-# Correctly spam: 58114 77.99%
-# False positives: 248 0.39%
-# False negatives: 16404 22.01%
-# TCR(l=50): 2.587071 SpamRecall: 77.987% SpamPrec: 99.575%
+# Correctly non-spam: 64896 99.63%
+# Correctly spam: 57322 77.92%
+# False positives: 244 0.37%
+# False negatives: 16240 22.08%
+# TCR(l=50): 2.586568 SpamRecall: 77.923% SpamPrec: 99.576%
##### 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: 497416 97.74%
-# Correctly spam: 266205 44.63%
-# False positives: 11515 2.26%
-# False negatives: 330324 55.37%
-# TCR(l=50): 0.658367 SpamRecall: 44.626% SpamPrec: 95.854%
+# Correctly non-spam: 509974 97.77%
+# Correctly spam: 259111 43.98%
+# False positives: 11655 2.23%
+# False negatives: 330005 56.02%
+# TCR(l=50): 0.645426 SpamRecall: 43.983% SpamPrec: 95.696%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62033 97.61%
-# Correctly spam: 33005 44.29%
-# False positives: 1519 2.39%
-# False negatives: 41513 55.71%
-# TCR(l=50): 0.634396 SpamRecall: 44.291% SpamPrec: 95.600%
+# Correctly non-spam: 63688 97.77%
+# Correctly spam: 32160 43.72%
+# False positives: 1452 2.23%
+# False negatives: 41402 56.28%
+# TCR(l=50): 0.645269 SpamRecall: 43.718% SpamPrec: 95.680%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1867870&r1=1867869&r2=1867870&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Oct 2 05:02:53 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 525609 48.037% (99.877% of non-spam corpus)
-# Correctly spam: 523100 47.808% (92.109% of spam corpus)
-# False positives: 649 0.059% (0.123% of nonspam, 47526 weighted)
-# False negatives: 44815 4.096% (7.891% of spam, 95670 weighted)
-# Average score for spam: 16.5 nonspam: -2.3
-# Average for false-pos: 6.8 false-neg: 2.1
-# TOTAL: 1094173 100.00%
+# Correctly non-spam: 525596 48.037% (99.874% of non-spam corpus)
+# Correctly spam: 523234 47.822% (92.138% of spam corpus)
+# False positives: 662 0.061% (0.126% of nonspam, 48090 weighted)
+# False negatives: 44645 4.080% (7.862% of spam, 94941 weighted)
+# Average score for spam: 16.4 nonspam: -2.3
+# Average for false-pos: 6.7 false-neg: 2.1
+# TOTAL: 1094137 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 65632 99.87%
-# Correctly spam: 65365 92.22%
+# Correctly spam: 65263 92.08%
# False positives: 83 0.13%
-# False negatives: 5518 7.78%
-# TCR(l=50): 7.331713 SpamRecall: 92.215% SpamPrec: 99.873%
+# False negatives: 5615 7.92%
+# TCR(l=50): 7.258372 SpamRecall: 92.078% SpamPrec: 99.873%
##### 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: 524283 99.62%
-# Correctly spam: 422368 74.37%
+# Correctly spam: 422420 74.39%
# False positives: 1975 0.38%
-# False negatives: 145547 25.63%
-# TCR(l=50): 2.324691 SpamRecall: 74.372% SpamPrec: 99.535%
+# False negatives: 145459 25.61%
+# TCR(l=50): 2.325381 SpamRecall: 74.386% SpamPrec: 99.535%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 65481 99.64%
-# Correctly spam: 52670 74.31%
+# Correctly spam: 52665 74.30%
# False positives: 234 0.36%
-# False negatives: 18213 25.69%
-# TCR(l=50): 2.369639 SpamRecall: 74.306% SpamPrec: 99.558%
+# False negatives: 18213 25.70%
+# TCR(l=50): 2.369471 SpamRecall: 74.304% SpamPrec: 99.558%