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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/09/03 05:16:18 UTC
svn commit: r1866301 [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=1866301&r1=1866300&r2=1866301&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Sep 3 05:16:18 2019
@@ -5,206 +5,206 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score AC_SPAMMY_URI_PATTERNS8 2.030
+score AC_SPAMMY_URI_PATTERNS8 0.705
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.470
-score ADVANCE_FEE_3_NEW_FRM_MNY 3.001
-score ADVANCE_FEE_3_NEW_MONEY 1.561
-score ADVANCE_FEE_4_NEW 2.401
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.782
-score ADVANCE_FEE_4_NEW_MONEY 1.364
-score ADVANCE_FEE_5_NEW 1.971
+score ADVANCE_FEE_3_NEW 3.462
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.025
+score ADVANCE_FEE_3_NEW_MONEY 1.560
+score ADVANCE_FEE_4_NEW 2.396
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.599
+score ADVANCE_FEE_4_NEW_MONEY 1.583
+score ADVANCE_FEE_5_NEW 1.973
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.231
+score ADVANCE_FEE_5_NEW_MONEY 2.253
score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 0.560
-score AXB_XMAILER_MIMEOLE_OL_024C2 3.728
-score BIGNUM_EMAILS 2.802
+score AMAZON_IMG_NOT_RCVD_AMZN 0.583
+score AXB_XMAILER_MIMEOLE_OL_024C2 3.727
+score BIGNUM_EMAILS 2.797
score BITCOIN_EXTORT_01 4.999
-score BITCOIN_MALWARE 3.193
+score BITCOIN_MALWARE 2.980
score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_01 1.761
+score BITCOIN_SPAM_01 1.082
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_06 1.499
-score BITCOIN_SPAM_07 3.383
+score BITCOIN_SPAM_05 2.416
+score BITCOIN_SPAM_06 0.001
+score BITCOIN_SPAM_07 3.391
score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 0.401
-score BODY_SINGLE_WORD 2.297
+score BODY_SINGLE_URI 0.426
+score BODY_SINGLE_WORD 2.294
score BODY_URI_ONLY 0.999
score BOGUS_MSM_HDRS 2.999
-score CK_HELO_DYNAMIC_SPLIT_IP 0.445
+score CK_HELO_DYNAMIC_SPLIT_IP 0.407
score CK_HELO_GENERIC 0.249
score DATE_IN_FUTURE_96_Q 2.899
score DEAR_BENEFICIARY 2.999
score DKIMWL_BL 2.999
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 1.499
-score DUP_SUSP_HDR 2.188
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.001
+score DUP_SUSP_HDR 2.258
score DX_TEXT_01 2.799
score DX_TEXT_03 1.099
score FAKE_REPLY_A1 3.099
-score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.699
+score FILL_THIS_FORM 0.001 # force non-zero
+score FORGED_RELAY_MUA_TO_MX 3.799
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 3.127
+score FORM_FRAUD_5 3.552
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.002
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 0.711
-score FROM_ADDR_WS 2.097
+score FROM_2_EMAILS_SHORT 1.999
+score FROM_ADDR_WS 2.093
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_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 0.749
+score FROM_MISSP_FREEMAIL 1.188
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 2.247
-score FROM_MISSP_SPF_FAIL 1.946
+score FROM_MISSP_SPF_FAIL 1.621
score FROM_MISSP_TO_UNDISC 0.001
-score FROM_MISSP_USER 0.001 # force non-zero
-score FROM_MISSP_XPRIO 1.620
+score FROM_MISSP_USER 0.001
+score FROM_MISSP_XPRIO 2.227
score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.900
-score FROM_PAYPAL_SPOOF 1.095
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_WORDY 1.891
+score FROM_NTLD_REPLY_FREEMAIL 1.898
+score FROM_PAYPAL_SPOOF 0.661
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_WORDY 1.894
score FROM_WSP_TRAIL 2.599
-score FSL_BULK_SIG 0.691
-score FSL_CTYPE_WIN1251 3.747
-score FSL_HELO_FAKE 3.499
-score FSL_NEW_HELO_USER 1.452
-score FSL_THIS_IS_ADV 2.999
-score FUZZY_CLICK_HERE 1.867
-score FUZZY_UNSUBSCRIBE 2.389
+score FSL_BULK_SIG 0.689
+score FSL_CTYPE_WIN1251 3.319
+score FSL_HELO_FAKE 3.500
+score FSL_NEW_HELO_USER 1.467
+score FSL_THIS_IS_ADV 3.099
+score FUZZY_CLICK_HERE 2.158
+score FUZZY_UNSUBSCRIBE 2.234
score GB_BITCOIN_CP 1.999
score GB_BITCOIN_NH 1.999
-score GB_FREEMAIL_DISPTO 0.500
+score GB_FREEMAIL_DISPTO 0.499
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_LINKED_IMG_NOT_RCVD_LINK 2.500
+score GB_LINKED_IMG_NOT_RCVD_LINK 2.499
score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDRS_LCASE_IMGONLY 0.100
+score HDR_ORDER_FTSDMCXX_DIRECT 2.000
score HDR_ORDER_FTSDMCXX_NORDNS 3.500
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HEXHASH_WORD 2.999
-score HK_LOTTO 0.001 # force non-zero
-score HK_NAME_MR_MRS 1.000
+score HK_LOTTO 0.001
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 1.248
+score HK_RCVD_IP_MULTICAST 0.275
score HK_SCAM 1.999
-score HK_WIN 0.001 # force non-zero
-score HOSTED_IMG_DIRECT_MX 2.362
-score HOSTED_IMG_FREEM 3.077
-score HTML_ENTITY_ASCII 2.999
+score HK_WIN 0.001
+score HOSTED_IMG_DIRECT_MX 2.303
+score HOSTED_IMG_FREEM 3.053
+score HTML_ENTITY_ASCII 3.000
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_STYLE 1.829
-score IMG_ONLY_FM_DOM_INFO 2.499
+score HTML_TEXT_INVISIBLE_STYLE 2.088
+score IMG_ONLY_FM_DOM_INFO 2.500
score KB_FORGED_MOZ4 0.001
-score LIST_PRTL_SAME_USER 1.281
-score LONG_HEX_URI 1.624
-score LONG_IMG_URI 1.364
+score LIST_PRTL_SAME_USER 0.207
+score LONG_HEX_URI 1.616
+score LONG_IMG_URI 1.366
score LOTS_OF_MONEY 0.010
score L_8BIT_MISMATCH 0.010
-score MAILER_EQ_ORG 1.919
-score MALFORMED_FREEMAIL 2.226
-score MALF_HTML_B64 3.098
-score MANY_SPAN_IN_TEXT 2.599
-score MILLION_HUNDRED 2.320
-score MILLION_USD 1.435
+score MAILER_EQ_ORG 2.179
+score MALFORMED_FREEMAIL 2.224
+score MALF_HTML_B64 3.161
+score MANY_SPAN_IN_TEXT 2.600
+score MILLION_HUNDRED 2.240
+score MILLION_USD 1.487
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 2.399
+score MIXED_ES 2.499
score MONEY_ATM_CARD 2.799
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 1.058
+score MONEY_FRAUD_3 1.062
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001
+score MONEY_FRAUD_8 0.001 # force non-zero
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.006
-score NORDNS_LOW_CONTRAST 1.881
-score NO_FM_NAME_IP_HOSTN 0.355
+score MONEY_FROM_MISSP 0.568
+score NORDNS_LOW_CONTRAST 1.622
+score NO_FM_NAME_IP_HOSTN 0.365
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.245
-score NUMBERONLY_BITCOIN_EXP 0.699
+score NSL_RCVD_HELO_USER 1.217
+score NUMBERONLY_BITCOIN_EXP 0.642
score OBFU_BITCOIN 2.999
score OFFER_ONLY_AMERICA 1.999
-score PDS_BTC_HACKER 1.926
+score PDS_BTC_HACKER 1.924
score PDS_BTC_NTLD 1.999
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 1.971
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHP_EVAL 1.499
+score PDS_PHP_EVAL 1.500
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.124
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TONAME_EQ_TOLOCAL_SHORT 2.000
score PDS_TO_EQ_FROM_NAME 0.001
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.952
-score RATWARE_NO_RDNS 2.614
+score PP_MIME_FAKE_ASCII_TEXT 0.934
+score RATWARE_NO_RDNS 2.411
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.769
+score RDNS_NUM_TLD_XM 2.999
score SEO_SUSP_NTLD 1.199
score SERGIO_SUBJECT_PORN014 3.399
-score SERGIO_SUBJECT_VIAGRA01 2.293
+score SERGIO_SUBJECT_VIAGRA01 1.911
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL_NO_RDNS 1.499
+score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SPOOFED_FREEMAIL_NO_RDNS 1.500
score SPOOFED_FREEM_REPTO 2.499
-score STATIC_XPRIO_OLE 0.904
-score STOCK_LOW_CONTRAST 0.011
+score STATIC_XPRIO_OLE 0.543
+score STOCK_LOW_CONTRAST 0.012
score SUBJ_ATTENTION 0.499
-score SUSPNTLD_EXPIRATION_EXTORT 1.999
-score THIS_AD 1.799
-score THIS_IS_ADV_SUSP_NTLD 1.131
-score THREAD_INDEX_HEX 1.231
-score TO_EQ_FM_DIRECT_MX 2.499
-score TO_EQ_FM_DOM_SPF_FAIL 0.329
-score TO_EQ_FM_SPF_FAIL 2.504
-score TO_IN_SUBJ 0.099
+score SUSPNTLD_EXPIRATION_EXTORT 1.814
+score THIS_AD 1.900
+score THIS_IS_ADV_SUSP_NTLD 0.765
+score THREAD_INDEX_HEX 2.253
+score TO_EQ_FM_DIRECT_MX 2.500
+score TO_EQ_FM_DOM_SPF_FAIL 0.965
+score TO_EQ_FM_SPF_FAIL 1.853
+score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 0.001
score TO_NO_BRKTS_DYNIP 3.099
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.725
+score TO_NO_BRKTS_HTML_IMG 1.244
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.435
+score TO_NO_BRKTS_MSFT 2.431
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_APP_LOAN 2.800
-score TVD_IP_OCT 1.442
-score TVD_IP_SING_HEX 1.614
-score TVD_SPACE_ENCODED 0.001 # force non-zero
+score TVD_APP_LOAN 2.799
+score TVD_IP_OCT 0.635
+score TVD_IP_SING_HEX 1.515
+score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
-score TVD_SUBJ_FINGER_07 1.232
+score TVD_SUBJ_FINGER_07 2.100
score UNICODE_OBFU_ASC 2.499
-score UNICODE_OBFU_DOM_NO_BODY 3.750
-score UNICODE_OBFU_ZW 0.034
-score URI_GOOGLE_PROXY 2.200
-score URI_HEX_IP 1.584
-score URI_IMG_WP_REDIR 1.351
-score URI_ONLY_MSGID_MALF 1.496
-score URI_PHISH 3.986
+score UNICODE_OBFU_DOM_NO_BODY 3.749
+score UNICODE_OBFU_ZW 1.763
+score URI_GOOGLE_PROXY 2.199
+score URI_HEX_IP 1.943
+score URI_IMG_WP_REDIR 1.374
+score URI_ONLY_MSGID_MALF 1.502
+score URI_PHISH 3.993
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.500
+score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO 0.422
-score XPRIO_SHORT_SUBJ 2.267
-score XPRIO_URL_SHORTNER 0.999
-score ZW_OBFU_BITCOIN 1.957
+score XPRIO 0.424
+score XPRIO_SHORT_SUBJ 2.266
+score XPRIO_URL_SHORTNER 1.000
+score ZW_OBFU_BITCOIN 0.331
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=1866301&r1=1866300&r2=1866301&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Sep 3 05:16:18 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 520052 42.350% (99.675% of non-spam corpus)
-# Correctly spam: 543452 44.255% (76.950% of spam corpus)
-# False positives: 1698 0.138% (0.325% of nonspam, 68377 weighted)
-# False negatives: 162789 13.257% (23.050% of spam, 396541 weighted)
-# Average score for spam: 10.8 nonspam: 0.6
-# Average for false-pos: 5.9 false-neg: 2.4
-# TOTAL: 1227991 100.00%
+# Correctly non-spam: 521944 42.806% (99.615% of non-spam corpus)
+# Correctly spam: 539499 44.245% (77.584% of spam corpus)
+# False positives: 2019 0.166% (0.385% of nonspam, 78695 weighted)
+# False negatives: 155875 12.784% (22.416% of spam, 384378 weighted)
+# Average score for spam: 11.3 nonspam: 0.6
+# Average for false-pos: 5.9 false-neg: 2.5
+# TOTAL: 1219337 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 64926 99.65%
-# Correctly spam: 68165 77.36%
-# False positives: 227 0.35%
-# False negatives: 19949 22.64%
-# TCR(l=50): 2.815234 SpamRecall: 77.360% SpamPrec: 99.668%
+# Correctly non-spam: 65157 99.60%
+# Correctly spam: 67414 77.73%
+# False positives: 262 0.40%
+# False negatives: 19309 22.27%
+# TCR(l=50): 2.675892 SpamRecall: 77.735% SpamPrec: 99.613%
##### 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: 507734 97.31%
-# Correctly spam: 302305 42.80%
-# False positives: 14016 2.69%
-# False negatives: 403936 57.20%
-# TCR(l=50): 0.639285 SpamRecall: 42.805% SpamPrec: 95.569%
+# Correctly non-spam: 509805 97.30%
+# Correctly spam: 304346 43.77%
+# False positives: 14158 2.70%
+# False negatives: 391028 56.23%
+# TCR(l=50): 0.632775 SpamRecall: 43.767% SpamPrec: 95.555%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63373 97.27%
-# Correctly spam: 37857 42.96%
-# False positives: 1780 2.73%
-# False negatives: 50257 57.04%
-# TCR(l=50): 0.632744 SpamRecall: 42.964% SpamPrec: 95.509%
+# Correctly non-spam: 63617 97.25%
+# Correctly spam: 37923 43.73%
+# False positives: 1802 2.75%
+# False negatives: 48800 56.27%
+# TCR(l=50): 0.624356 SpamRecall: 43.729% SpamPrec: 95.464%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1866301&r1=1866300&r2=1866301&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Sep 3 05:16:18 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 538844 41.990% (99.901% of non-spam corpus)
-# Correctly spam: 669111 52.141% (89.946% of spam corpus)
-# False positives: 532 0.041% (0.099% of nonspam, 47792 weighted)
-# False negatives: 74788 5.828% (10.054% of spam, 160016 weighted)
-# Average score for spam: 15.6 nonspam: -2.2
-# Average for false-pos: 6.5 false-neg: 2.1
-# TOTAL: 1283275 100.00%
+# Correctly non-spam: 538857 41.993% (99.904% of non-spam corpus)
+# Correctly spam: 668767 52.117% (89.909% of spam corpus)
+# False positives: 519 0.040% (0.096% of nonspam, 46921 weighted)
+# False negatives: 75061 5.849% (10.091% of spam, 161429 weighted)
+# Average score for spam: 15.3 nonspam: -2.2
+# Average for false-pos: 6.6 false-neg: 2.2
+# TOTAL: 1283204 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 67294 99.88%
-# Correctly spam: 83413 89.91%
-# False positives: 80 0.12%
-# False negatives: 9357 10.09%
-# TCR(l=50): 6.945422 SpamRecall: 89.914% SpamPrec: 99.904%
+# Correctly non-spam: 67303 99.89%
+# Correctly spam: 83391 89.90%
+# False positives: 71 0.11%
+# False negatives: 9371 10.10%
+# TCR(l=50): 7.179166 SpamRecall: 89.898% SpamPrec: 99.915%
##### 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: 537440 99.64%
-# Correctly spam: 556120 74.76%
+# Correctly spam: 555992 74.75%
# False positives: 1936 0.36%
-# False negatives: 187779 25.24%
-# TCR(l=50): 2.614033 SpamRecall: 74.757% SpamPrec: 99.653%
+# False negatives: 187836 25.25%
+# TCR(l=50): 2.613260 SpamRecall: 74.747% SpamPrec: 99.653%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 67130 99.64%
-# Correctly spam: 69394 74.80%
+# Correctly spam: 69583 75.01%
# False positives: 244 0.36%
-# False negatives: 23376 25.20%
-# TCR(l=50): 2.607657 SpamRecall: 74.802% SpamPrec: 99.650%
+# False negatives: 23179 24.99%
+# TCR(l=50): 2.621951 SpamRecall: 75.012% SpamPrec: 99.651%