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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/07/13 04:38:11 UTC
svn commit: r1863003 [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=1863003&r1=1863002&r2=1863003&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Jul 13 04:38:11 2019
@@ -3,208 +3,206 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 1.880
-score AC_HTML_NONSENSE_TAGS 1.526
-score ADVANCE_FEE_2_NEW_MONEY 0.256
-score ADVANCE_FEE_3_NEW 3.459
-score ADVANCE_FEE_3_NEW_MONEY 1.698
+score AC_FROM_MANY_DOTS 2.688
+score AC_HTML_NONSENSE_TAGS 1.524
+score ADVANCE_FEE_2_NEW_MONEY 0.290
+score ADVANCE_FEE_3_NEW 3.469
+score ADVANCE_FEE_3_NEW_MONEY 1.384
score ADVANCE_FEE_4_NEW 2.599
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.650
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.399
score ADVANCE_FEE_4_NEW_MONEY 2.599
-score ADVANCE_FEE_5_NEW 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.184
-score AD_PREFS 0.477
-score AMAZON_IMG_NOT_RCVD_AMZN 1.681
+score ADVANCE_FEE_5_NEW_MONEY 1.051
+score AD_PREFS 0.499
+score AMAZON_IMG_NOT_RCVD_AMZN 1.680
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.480
-score BIGNUM_EMAILS 2.144
-score BITCOIN_DEADLINE 2.999
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.153
+score BIGNUM_EMAILS 2.650
+score BITCOIN_DEADLINE 3.000
score BITCOIN_EXTORT_01 4.999
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 2.499
-score BITCOIN_SPAM_05 1.290
-score BITCOIN_SPAM_06 0.001
-score BITCOIN_SPAM_07 3.393
+score BITCOIN_SPAM_05 2.500
+score BITCOIN_SPAM_06 0.776
+score BITCOIN_SPAM_07 2.616
score BITCOIN_SPAM_08 2.499
-score BITCOIN_SPAM_09 0.576
-score BITCOIN_SPAM_11 1.030
-score BODY_SINGLE_URI 1.295
+score BITCOIN_SPAM_09 1.144
+score BITCOIN_SPAM_11 1.227
+score BODY_SINGLE_URI 1.299
score BODY_SINGLE_WORD 0.001 # force non-zero
-score BODY_URI_ONLY 1.000
-score BOGUS_MSM_HDRS 2.724
-score CANT_SEE_AD 1.758
+score BODY_URI_ONLY 0.999
+score BOGUS_MSM_HDRS 2.197
+score CANT_SEE_AD 1.580
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.001
-score DATE_IN_FUTURE_96_Q 1.936
-score DEAR_BENEFICIARY 1.827
-score DKIMWL_BL 2.999
+score DATE_IN_FUTURE_96_Q 0.901
+score DEAR_BENEFICIARY 1.965
+score DKIMWL_BL 3.000
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.961
+score DRUGS_ERECTILE_SHORT_SHORTNER 1.095
score DX_TEXT_03 0.899
-score FAKE_REPLY_A1 3.200
-score FILL_THIS_FORM 0.001
-score FORM_FRAUD 0.233
-score FORM_FRAUD_3 1.475
+score FAKE_REPLY_A1 3.199
+score FILL_THIS_FORM 0.055
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 1.163
score FORM_FRAUD_5 2.999
score FOUND_YOU 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.222
-score FROMSPACE 0.195
-score FROM_2_EMAILS_SHORT 0.914
-score FROM_ADDR_WS 2.098
+score FREEMAIL_FORGED_FROMDOMAIN 0.091
+score FROMSPACE 0.214
+score FROM_2_EMAILS_SHORT 0.916
+score FROM_ADDR_WS 2.100
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_IN_TO_AND_SUBJ 0.852
+score FROM_IN_TO_AND_SUBJ 1.895
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.156
-score FROM_MISSP_EH_MATCH 0.693
+score FROM_MISSP_DYNIP 0.987
+score FROM_MISSP_EH_MATCH 0.517
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 2.846
+score FROM_MISSP_PHISH 3.186
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.193
+score FROM_MISSP_SPF_FAIL 1.189
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 0.001
score FROM_NTLD_REPLY_FREEMAIL 0.747
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_WORDY 2.379
-score FROM_WORDY_SHORT 0.583
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_WORDY 1.571
+score FROM_WORDY_SHORT 2.022
score FROM_WSP_TRAIL 2.699
-score FSL_BULK_SIG 0.221
+score FSL_BULK_SIG 0.200
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 3.199
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 3.100
-score FUZZY_CLICK_HERE 2.561
-score FUZZY_UNSUBSCRIBE 2.699
+score FSL_THIS_IS_ADV 3.099
+score FUZZY_CLICK_HERE 2.301
+score FUZZY_UNSUBSCRIBE 2.599
score GB_FORGED_MUA_POSTFIX 1.999
-score GB_FREEMAIL_DISPTO 0.499
+score GB_FREEMAIL_DISPTO 0.500
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GB_GOOG_IMG_NOT_RCVD_GOOG 2.499
score GB_LINKED_IMG_NOT_RCVD_LINK 0.001
-score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.222
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.001 # force non-zero
-score HELO_NO_DOMAIN 2.199
+score HDRS_LCASE_IMGONLY 0.099
+score HDR_ORDER_FTSDMCXX_DIRECT 1.086
+score HDR_ORDER_FTSDMCXX_NORDNS 1.221
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.001
+score HELO_NO_DOMAIN 2.200
score HEXHASH_WORD 2.999
-score HK_LOTTO 0.999
+score HK_LOTTO 1.000
score HK_NAME_FM_MR_MRS 1.499
-score HK_NAME_FROM 1.000
+score HK_NAME_FROM 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 1.590
-score HK_SCAM 1.628
-score HOSTED_IMG_DIRECT_MX 2.001
-score HTML_ENTITY_ASCII 3.000
+score HK_RCVD_IP_MULTICAST 1.581
+score HK_SCAM 1.625
+score HOSTED_IMG_DIRECT_MX 2.365
+score HTML_ENTITY_ASCII 2.999
score HTML_OFF_PAGE 2.999
score HTML_SHRT_CMNT_OBFU_MANY 2.499
-score HTML_SINGLET_MANY 1.428
-score HTML_TEXT_INVISIBLE_STYLE 1.414
+score HTML_SINGLET_MANY 0.722
+score HTML_TEXT_INVISIBLE_STYLE 1.413
score IMG_ALT_HSPACE_CID_ALIGN 2.499
-score IMG_ONLY_FM_DOM_INFO 2.500
+score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.315
-score LONG_IMG_URI 0.465
+score LONG_IMG_URI 0.461
score LOTS_OF_MONEY 0.010
score LUCRATIVE 1.999
-score MALFORMED_FREEMAIL 1.169
-score MALF_HTML_B64 1.661
-score MANY_SPAN_IN_TEXT 2.541
-score MILLION_HUNDRED 2.380
-score MILLION_USD 1.999
+score MALFORMED_FREEMAIL 1.299
+score MALF_HTML_B64 2.237
+score MANY_SPAN_IN_TEXT 2.499
+score MILLION_HUNDRED 2.879
+score MILLION_USD 1.968
score MIMEOLE_DIRECT_TO_MX 1.999
-score MONEY_ATM_CARD 1.676
+score MONEY_ATM_CARD 1.263
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 0.502
-score MONEY_FRAUD_5 0.449
+score MONEY_FRAUD_3 0.503
+score MONEY_FRAUD_5 0.765
score MONEY_FRAUD_8 3.099
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 1.521
-score NORDNS_LOW_CONTRAST 0.223
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score MONEY_FROM_MISSP 2.000
+score MSM_PRIO_REPTO 1.525
+score NORDNS_LOW_CONTRAST 0.222
+score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.799
+score NSL_RCVD_HELO_USER 2.800
score NUMBERONLY_BITCOIN_EXP 0.999
score OBFU_BITCOIN 2.999
-score OBFU_TEXT_ATTACH 1.449
+score OBFU_TEXT_ATTACH 1.350
score PDS_DBL_URL_LINKBAIT 2.499
-score PDS_DBL_URL_TNB_RUNON 1.424
-score PDS_HP_HELO_NORDNS 0.944
-score PDS_NO_HELO_DNS 1.296
-score PDS_PHP_EVAL 1.500
-score PDS_TO_EQ_FROM_NAME 0.306
-score PDS_URI_HIDDEN_HELO_NO_DOMAIN 1.435
+score PDS_HP_HELO_NORDNS 0.999
+score PDS_PHP_EVAL 1.499
+score PDS_TO_EQ_FROM_NAME 0.307
+score PDS_URI_HIDDEN_HELO_NO_DOMAIN 1.426
score PDS_X_PHP_WP_EXP 1.499
-score PHOTO_EDITING_DIRECT 1.929
+score PHOTO_EDITING_DIRECT 2.240
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 1.479
+score RATWARE_NO_RDNS 1.954
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.040
-score RDNS_NUM_TLD_XM 2.999
+score RDNS_NUM_TLD_ATCHNX 0.755
+score RDNS_NUM_TLD_XM 3.000
score SEO_SUSP_NTLD 1.199
-score SERGIO_SUBJECT_PORN014 2.265
-score SERGIO_SUBJECT_VIAGRA01 1.980
-score SHORTENER_SHORT_IMG 2.444
+score SERGIO_SUBJECT_PORN014 3.025
+score SERGIO_SUBJECT_VIAGRA01 0.638
+score SHORTENER_SHORT_IMG 2.367
score SHORT_BODY_G_DRIVE_DYN 1.499
-score SHORT_IMG_SUSP_NTLD 1.499
-score SINGLETS_LOW_CONTRAST 2.166
+score SHORT_IMG_SUSP_NTLD 1.500
+score SINGLETS_LOW_CONTRAST 3.012
score SPOOFED_FREEMAIL_NO_RDNS 1.499
-score SPOOFED_FREEM_REPTO 2.208
+score SPOOFED_FREEM_REPTO 1.888
score STATIC_XPRIO_OLE 0.001
score STOCK_LOW_CONTRAST 0.001
-score TEQF_USR_POLITE 0.767
-score THIS_AD 0.033
-score THIS_IS_ADV_SUSP_NTLD 0.502
-score TO_EQ_FM_DIRECT_MX 1.525
+score TEQF_USR_POLITE 0.762
+score THIS_AD 0.001
+score THIS_IS_ADV_SUSP_NTLD 0.696
+score TO_EQ_FM_DIRECT_MX 1.524
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.619
-score TO_IN_SUBJ 0.099
+score TO_EQ_FM_SPF_FAIL 1.328
+score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 0.001
score TO_NO_BRKTS_DYNIP 2.999
-score TO_NO_BRKTS_FROM_MSSP 1.731
+score TO_NO_BRKTS_FROM_MSSP 2.199
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_NORDNS_HTML 2.000
-score TVD_IP_HEX 0.093
-score TVD_IP_SING_HEX 2.755
-score TVD_SPACE_ENCODED 0.050
+score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TVD_IP_HEX 2.214
+score TVD_IP_SING_HEX 0.491
+score TVD_SPACE_ENCODED 0.289
score TVD_SPACE_RATIO_MINFP 2.499
score TVD_SUBJ_APPR_LOAN 2.699
score UNICODE_OBFU_ASC 2.500
-score UNICODE_OBFU_ZW 1.820
-score URI_BUFFLY 1.403
-score URI_GOOGLE_PROXY 1.799
-score URI_HEX_IP 0.312
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.999
-score URI_PHP_REDIR 2.617
+score UNICODE_OBFU_ZW 0.776
+score URI_BUFFLY 1.999
+score URI_GOOGLE_PROXY 1.699
+score URI_HEX_IP 2.130
+score URI_ONLY_MSGID_MALF 2.000
+score URI_PHISH 4.000
+score URI_PHP_REDIR 2.611
score URI_TRY_3LD 0.001
score URI_WPADMIN 2.399
-score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 1.915
+score URI_WP_DIRINDEX 3.434
+score URI_WP_HACKED 1.800
score URI_WP_HACKED_2 2.499
score XPRIO 0.489
-score XPRIO_SHORT_SUBJ 0.864
-score YOU_INHERIT 0.023
-score ZW_OBFU_BITCOIN 1.517
+score XPRIO_SHORT_SUBJ 0.859
+score YOU_INHERIT 0.002
+score ZW_OBFU_BITCOIN 0.924
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -260,6 +258,7 @@ score LIST_PRTL_SAME_USER 1.0
score LOTTO_AGENT 1.000
score MIME_NO_TEXT 1.000
score OFFER_ONLY_AMERICA 1.000
+score PDS_DBL_URL_TNB_RUNON 1.000
score PDS_HIDDEN_UK_BUSINESSLOAN 1.000
score PDS_PHP_RUNTIME_FUNC 1.000
score PHOTO_EDITING_FREEM 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1863003&r1=1863002&r2=1863003&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Jul 13 04:38:11 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 463657 40.979% (99.442% of non-spam corpus)
-# Correctly spam: 536497 47.417% (80.654% of spam corpus)
-# False positives: 2602 0.230% (0.558% of nonspam, 107403 weighted)
-# False negatives: 128687 11.374% (19.346% of spam, 275042 weighted)
+# Correctly non-spam: 468078 41.298% (99.438% of non-spam corpus)
+# Correctly spam: 529275 46.697% (79.868% of spam corpus)
+# False positives: 2647 0.234% (0.562% of nonspam, 107568 weighted)
+# False negatives: 133413 11.771% (20.132% of spam, 293532 weighted)
# Average score for spam: 10.8 nonspam: 0.7
-# Average for false-pos: 5.8 false-neg: 2.1
-# TOTAL: 1131443 100.00%
+# Average for false-pos: 5.8 false-neg: 2.2
+# TOTAL: 1133413 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 57814 99.40%
-# Correctly spam: 67021 80.78%
-# False positives: 350 0.60%
-# False negatives: 15951 19.22%
-# TCR(l=50): 2.480404 SpamRecall: 80.775% SpamPrec: 99.480%
+# Correctly non-spam: 58399 99.43%
+# Correctly spam: 66145 80.01%
+# False positives: 332 0.57%
+# False negatives: 16522 19.99%
+# TCR(l=50): 2.495834 SpamRecall: 80.014% SpamPrec: 99.501%
##### 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: 450024 96.52%
-# Correctly spam: 305075 45.86%
-# False positives: 16235 3.48%
-# False negatives: 360109 54.14%
-# TCR(l=50): 0.567631 SpamRecall: 45.863% SpamPrec: 94.947%
+# Correctly non-spam: 454240 96.50%
+# Correctly spam: 301204 45.45%
+# False positives: 16485 3.50%
+# False negatives: 361484 54.55%
+# TCR(l=50): 0.558884 SpamRecall: 45.452% SpamPrec: 94.811%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 56125 96.49%
-# Correctly spam: 38401 46.28%
-# False positives: 2039 3.51%
-# False negatives: 44571 53.72%
-# TCR(l=50): 0.566281 SpamRecall: 46.282% SpamPrec: 94.958%
+# Correctly non-spam: 56643 96.44%
+# Correctly spam: 37868 45.81%
+# False positives: 2088 3.56%
+# False negatives: 44799 54.19%
+# TCR(l=50): 0.554072 SpamRecall: 45.808% SpamPrec: 94.774%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1863003&r1=1863002&r2=1863003&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Jul 13 04:38:11 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 390698 48.111% (99.857% of non-spam corpus)
-# Correctly spam: 388632 47.857% (92.353% of spam corpus)
-# False positives: 561 0.069% (0.143% of nonspam, 53259 weighted)
-# False negatives: 32179 3.963% (7.647% of spam, 73435 weighted)
-# Average score for spam: 17.2 nonspam: -2.0
-# Average for false-pos: 8.8 false-neg: 2.3
-# TOTAL: 812070 100.00%
+# Correctly non-spam: 390727 48.118% (99.864% of non-spam corpus)
+# Correctly spam: 388721 47.871% (92.384% of spam corpus)
+# False positives: 532 0.066% (0.136% of nonspam, 51649 weighted)
+# False negatives: 32044 3.946% (7.616% of spam, 72981 weighted)
+# Average score for spam: 16.8 nonspam: -2.0
+# Average for false-pos: 9.0 false-neg: 2.3
+# TOTAL: 812024 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 48719 99.85%
-# Correctly spam: 48435 92.38%
-# False positives: 71 0.15%
-# False negatives: 3995 7.62%
-# TCR(l=50): 6.948973 SpamRecall: 92.380% SpamPrec: 99.854%
+# Correctly non-spam: 48722 99.86%
+# Correctly spam: 48409 92.34%
+# False positives: 68 0.14%
+# False negatives: 4016 7.66%
+# TCR(l=50): 7.069175 SpamRecall: 92.340% SpamPrec: 99.860%
##### 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: 389484 99.55%
-# Correctly spam: 332093 78.92%
+# Correctly spam: 332100 78.93%
# False positives: 1775 0.45%
-# False negatives: 88718 21.08%
-# TCR(l=50): 2.371194 SpamRecall: 78.917% SpamPrec: 99.468%
+# False negatives: 88665 21.07%
+# TCR(l=50): 2.371643 SpamRecall: 78.928% SpamPrec: 99.468%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 48542 99.49%
-# Correctly spam: 41275 78.72%
+# Correctly spam: 41367 78.91%
# False positives: 248 0.51%
-# False negatives: 11155 21.28%
-# TCR(l=50): 2.225854 SpamRecall: 78.724% SpamPrec: 99.403%
+# False negatives: 11058 21.09%
+# TCR(l=50): 2.234845 SpamRecall: 78.907% SpamPrec: 99.404%