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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/09/19 03:16:05 UTC
svn commit: r1881836 [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=1881836&r1=1881835&r2=1881836&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Sep 19 03:16:04 2020
@@ -3,193 +3,192 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.294
+score AC_FROM_MANY_DOTS 1.251
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 0.532
-score ADVANCE_FEE_2_NEW_MONEY 1.617
+score ADMITS_SPAM 0.543
+score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.399
-score ADVANCE_FEE_5_NEW 2.398
+score ADVANCE_FEE_4_NEW_MONEY 1.989
+score ADVANCE_FEE_5_NEW 2.599
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 3.529
-score BITCOIN_EXTORT_01 4.212
-score BITCOIN_MALF_HTML 3.500
-score BITCOIN_SPAM_02 0.221
-score BITCOIN_SPAM_05 1.906
-score BITCOIN_SPAM_08 1.026
-score BITCOIN_SPAM_09 1.214
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score BITCOIN_EXTORT_01 3.826
+score BITCOIN_MALF_HTML 3.499
+score BITCOIN_SPAM_02 1.968
+score BITCOIN_SPAM_05 1.662
+score BITCOIN_SPAM_08 1.308
+score BITCOIN_SPAM_09 0.975
score BODY_URI_ONLY 0.999
-score BOGUS_MIME_VERSION 1.761
+score BOGUS_MIME_VERSION 1.763
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.001 # force non-zero
+score CK_HELO_GENERIC 0.001
score CTE_8BIT_MISMATCH 0.999
-score CTYPE_NULL 2.400
+score CTYPE_NULL 1.500
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -2.999
+score DKIMWL_WL_HIGH -2.996
score DKIMWL_WL_MED -0.001
-score DOTGOV_IMAGE 0.159
-score DSN_NO_MIMEVERSION 1.999
+score DOTGOV_IMAGE 1.468
+score DSN_NO_MIMEVERSION 2.000
score DX_TEXT_03 0.199
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 1.094
+score FILL_THIS_FORM 0.526
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_DOTGOV 0.001
+score FONT_INVIS_DOTGOV 0.372
score FONT_INVIS_LONG_LINE 0.001 # force non-zero
score FONT_INVIS_MSGID 0.001
-score FONT_INVIS_POSTEXTRAS 2.982
-score FORGED_RELAY_MUA_TO_MX 3.693
-score FORGED_SPF_HELO 0.939
-score FORM_FRAUD 0.999
-score FORM_FRAUD_5 2.700
+score FONT_INVIS_POSTEXTRAS 1.898
+score FORGED_RELAY_MUA_TO_MX 3.709
+score FORGED_SPF_HELO 0.941
+score FORM_FRAUD 0.001 # force non-zero
+score FORM_FRAUD_5 2.699
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_2_EMAILS_SHORT 1.999
score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.453
+score FROM_GOV_DKIM_AU -0.448
score FROM_GOV_SPOOF 0.999
-score FROM_MISSPACED 1.073
-score FROM_MISSP_DYNIP 1.533
-score FROM_MISSP_EH_MATCH 1.551
-score FROM_MISSP_FREEMAIL 1.143
-score FROM_MISSP_MSFT 2.155
-score FROM_MISSP_REPLYTO 2.499
+score FROM_MISSPACED 0.001
+score FROM_MISSP_DYNIP 2.599
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 1.131
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_REPLYTO 0.112
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_USER 0.381
-score FROM_MISSP_XPRIO 2.499
-score FROM_NAME_EQ_TO_G_DRIVE 0.922
-score FROM_NTLD_REPLY_FREEMAIL 1.973
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_URI 2.126
-score FROM_WORDY 1.072
-score FROM_WWW 1.303
-score FSL_BULK_SIG 0.001 # force non-zero
-score FSL_CTYPE_WIN1251 2.983
-score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 0.497
-score GB_BITCOIN_CP 2.307
-score GB_BITCOIN_NH 2.774
-score GB_FREEMAIL_DISPTO 0.001
-score GB_GOOGLE_OBFUS 0.749
+score FROM_MISSP_USER 0.001
+score FROM_MISSP_XPRIO 0.001
+score FROM_NAME_EQ_TO_G_DRIVE 0.882
+score FROM_NTLD_REPLY_FREEMAIL 0.768
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FROM_URI 1.698
+score FROM_WORDY 2.113
+score FROM_WWW 1.335
+score FSL_BULK_SIG 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FSL_THIS_IS_ADV 0.105
+score GB_BITCOIN_CP 1.723
+score GB_BITCOIN_NH 0.848
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_GOOGLE_OBFUS 0.750
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.728
-score HDR_ORDER_FTSDMCXX_NORDNS 3.297
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.001 # force non-zero
-score HELO_NO_DOMAIN 0.001
-score HK_RANDOM_FROM 1.000
+score HDR_ORDER_FTSDMCXX_DIRECT 0.888
+score HDR_ORDER_FTSDMCXX_NORDNS 3.165
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_MISC_IP 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
+score HK_RANDOM_FROM 0.997
score HK_RANDOM_REPLYTO 0.001
-score HK_SCAM 1.035
-score HOSTED_IMG_DIRECT_MX 1.546
-score HTML_OFF_PAGE 1.072
-score HTML_SINGLET_MANY 1.155
-score HTML_TEXT_INVISIBLE_FONT 2.196
-score HTML_TEXT_INVISIBLE_STYLE 1.590
-score IMG_ONLY_FM_DOM_INFO 2.447
-score KB_FORGED_MOZ4 3.994
-score KHOP_FAKE_EBAY 0.899
-score KHOP_HELO_FCRDNS 0.400
-score LH_URI_DOM_IN_PATH 1.420
-score LIST_PRTL_SAME_USER 0.750
+score HK_SCAM 1.022
+score HOSTED_IMG_DIRECT_MX 1.608
+score HTML_OFF_PAGE 1.043
+score HTML_SINGLET_MANY 2.499
+score HTML_TEXT_INVISIBLE_FONT 1.564
+score HTML_TEXT_INVISIBLE_STYLE 1.973
+score IMG_ONLY_FM_DOM_INFO 2.499
+score KB_FORGED_MOZ4 4.499
+score KHOP_FAKE_EBAY 0.120
+score KHOP_HELO_FCRDNS 0.399
+score LH_URI_DOM_IN_PATH 1.812
+score LIST_PRTL_SAME_USER 0.609
score LONG_HEX_URI 0.001
score LONG_IMG_URI 0.001
score LOTS_OF_MONEY 0.010
-score MANY_SPAN_IN_TEXT 2.799
-score MILLION_HUNDRED 0.001 # force non-zero
-score MIMEOLE_DIRECT_TO_MX 1.094
+score MANY_SPAN_IN_TEXT 1.892
+score MILLION_HUNDRED 0.511
+score MIMEOLE_DIRECT_TO_MX 1.717
score MIME_NO_TEXT 0.001
-score MIXED_ES 0.001
+score MIXED_ES 0.924
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.297
-score MONEY_FRAUD_5 0.486
-score MONEY_FRAUD_8 0.001
-score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 0.994
-score NICE_REPLY_A -1.869
+score MONEY_FRAUD_3 1.896
+score MONEY_FRAUD_5 0.478
+score MONEY_FRAUD_8 0.538
+score MONEY_FROM_MISSP 1.006
+score MSM_PRIO_REPTO 2.308
+score NICE_REPLY_A -0.001
score NORDNS_LOW_CONTRAST 0.910
-score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
-score NSL_RCVD_FROM_USER 0.284
-score NSL_RCVD_HELO_USER 0.001
-score OFFER_ONLY_AMERICA 1.078
-score PDS_BTC_ID 0.500
+score NO_FM_NAME_IP_HOSTN 0.001
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 0.438
+score OFFER_ONLY_AMERICA 0.001 # force non-zero
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.999
-score PDS_EMPTYSUBJ_URISHRT 0.225
+score PDS_EMPTYSUBJ_URISHRT 0.224
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.049
+score PDS_FROM_2_EMAILS 1.048
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_SHORTFWD_URISHRT 1.296
+score PDS_SHORTFWD_URISHRT 1.500
score PDS_TINYSUBJ_URISHRT 0.001
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.071
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 3.399
-score PP_MIME_FAKE_ASCII_TEXT 0.111
-score RATWARE_NO_RDNS 1.283
+score PDS_TO_EQ_FROM_NAME 1.679
+score PP_MIME_FAKE_ASCII_TEXT 0.108
+score RATWARE_NO_RDNS 2.770
score RCVD_DOTEDU_SHORT 2.499
-score RCVD_DOTEDU_SUSP_URI 2.999
+score RCVD_DOTEDU_SUSP_URI 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.999
+score RDNS_NUM_TLD_XM 0.001
score RISK_FREE 2.599
-score SENDGRID_REDIR 2.569
-score SERGIO_SUBJECT_VIAGRA01 3.600
-score SHORTENED_URL_SRC 3.999
-score SHORTENER_SHORT_IMG 1.484
+score SENDGRID_REDIR 2.396
+score SERGIO_SUBJECT_VIAGRA01 3.599
+score SHORTENED_URL_SRC 3.899
+score SHORTENER_SHORT_IMG 1.273
score SHORT_SHORTNER 1.999
-score SHORT_URL 1.210
+score SHORT_URL 0.933
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.999
+score SPOOFED_FREEMAIL 1.997
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.672
-score SPOOFED_FREEM_REPTO_CHN 3.022
+score SPOOFED_FREEM_REPTO 1.791
+score SPOOFED_FREEM_REPTO_CHN 1.828
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 0.001
-score STOX_BOUND_090909_B 2.495
-score SUBJ_OBFU_PUNCT_FEW 0.133
-score SUBJ_OBFU_PUNCT_MANY 0.226
-score SUSP_UTF8_WORD_COMBO 3.000
+score STOX_BOUND_090909_B 2.485
+score SUBJ_OBFU_PUNCT_FEW 0.001
+score SUBJ_OBFU_PUNCT_MANY 0.344
+score SUSP_UTF8_WORD_COMBO 2.999
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score THIS_AD 0.799
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.378
-score TO_EQ_FM_DOM_HTML_IMG 0.173
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.560
+score TO_EQ_FM_DOM_HTML_IMG 0.025
score TO_EQ_FM_DOM_HTML_ONLY 1.799
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.965
+score TO_EQ_FM_HTML_ONLY 1.526
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.100
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.099
+score TO_NO_BRKTS_FROM_MSSP 2.497
+score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.500
+score TO_NO_BRKTS_MSFT 1.214
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.398
-score TVD_RCVD_SPACE_BRACKET 4.027
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_RCVD_SPACE_BRACKET 4.006
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.486
+score TVD_SPACE_RATIO_MINFP 1.619
score UPGRADE_MAILBOX 0.001
-score URI_DOTEDU 0.001 # force non-zero
-score URI_DOTEDU_ENTITY 2.115
-score URI_GOOGLE_PROXY 0.632
+score URI_DOTEDU 0.001
+score URI_DOTEDU_ENTITY 2.142
+score URI_GOOGLE_PROXY 0.635
score URI_IMG_WP_REDIR 2.999
-score URI_IN_URI_10 1.229
-score URI_IN_URI_5 3.464
-score URI_ONLY_MSGID_MALF 0.001 # force non-zero
+score URI_IN_URI_10 3.373
+score URI_IN_URI_5 2.518
+score URI_ONLY_MSGID_MALF 0.001
score URI_PHISH 3.999
-score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 2.596
+score URI_PHP_REDIR 3.496
+score URI_TRY_3LD 1.997
+score URI_WP_DIRINDEX 2.181
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 1.598
-score XPRIO_SHORT_SUBJ 2.422
-score XPRIO_URL_SHORTNER 0.999
+score URI_WP_HACKED_2 1.596
+score XPRIO_SHORT_SUBJ 2.499
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=1881836&r1=1881835&r2=1881836&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Sep 19 03:16:04 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 853184 42.868% (99.634% of non-spam corpus)
-# Correctly spam: 955718 48.019% (84.281% of spam corpus)
-# False positives: 3132 0.157% (0.366% of nonspam, 133150 weighted)
-# False negatives: 178246 8.956% (15.719% of spam, 444494 weighted)
-# Average score for spam: 9.4 nonspam: 0.5
-# Average for false-pos: 6.4 false-neg: 2.5
-# TOTAL: 1990280 100.00%
+# Correctly non-spam: 852442 44.014% (99.671% of non-spam corpus)
+# Correctly spam: 909540 46.962% (84.099% of spam corpus)
+# False positives: 2810 0.145% (0.329% of nonspam, 108817 weighted)
+# False negatives: 171967 8.879% (15.901% of spam, 415436 weighted)
+# Average score for spam: 9.1 nonspam: 0.5
+# Average for false-pos: 6.1 false-neg: 2.4
+# TOTAL: 1936759 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 106292 99.50%
-# Correctly spam: 119421 84.38%
-# False positives: 533 0.50%
-# False negatives: 22105 15.62%
-# TCR(l=50): 2.902800 SpamRecall: 84.381% SpamPrec: 99.556%
+# Correctly non-spam: 106261 99.60%
+# Correctly spam: 113873 84.41%
+# False positives: 425 0.40%
+# False negatives: 21036 15.59%
+# TCR(l=50): 3.190394 SpamRecall: 84.407% SpamPrec: 99.628%
##### 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: 847307 98.95%
-# Correctly spam: 379157 33.44%
-# False positives: 9009 1.05%
-# False negatives: 754807 66.56%
-# TCR(l=50): 0.940848 SpamRecall: 33.436% SpamPrec: 97.679%
+# Correctly non-spam: 846513 98.98%
+# Correctly spam: 359731 33.26%
+# False positives: 8739 1.02%
+# False negatives: 721776 66.74%
+# TCR(l=50): 0.933359 SpamRecall: 33.262% SpamPrec: 97.628%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 105699 98.95%
-# Correctly spam: 47353 33.46%
-# False positives: 1126 1.05%
-# False negatives: 94173 66.54%
-# TCR(l=50): 0.940541 SpamRecall: 33.459% SpamPrec: 97.677%
+# Correctly non-spam: 105540 98.93%
+# Correctly spam: 45204 33.51%
+# False positives: 1146 1.07%
+# False negatives: 89705 66.49%
+# TCR(l=50): 0.917717 SpamRecall: 33.507% SpamPrec: 97.528%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1881836&r1=1881835&r2=1881836&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Sep 19 03:16:04 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 185354 13.488% (99.202% of non-spam corpus)
-# Correctly spam: 1123152 81.730% (94.590% of spam corpus)
-# False positives: 1491 0.108% (0.798% of nonspam, 781931 weighted)
-# False negatives: 64233 4.674% (5.410% of spam, 130770 weighted)
-# Average score for spam: 16.2 nonspam: -1.1
-# Average for false-pos: 8.3 false-neg: 2.0
-# TOTAL: 1374230 100.00%
+# Correctly non-spam: 185340 13.487% (99.201% of non-spam corpus)
+# Correctly spam: 1119205 81.446% (94.262% of spam corpus)
+# False positives: 1493 0.109% (0.799% of nonspam, 788248 weighted)
+# False negatives: 68134 4.958% (5.738% of spam, 150312 weighted)
+# Average score for spam: 16.8 nonspam: -1.0
+# Average for false-pos: 8.3 false-neg: 2.2
+# TOTAL: 1374172 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 23268 99.21%
-# Correctly spam: 140297 94.59%
-# False positives: 186 0.79%
-# False negatives: 8021 5.41%
-# TCR(l=50): 8.562901 SpamRecall: 94.592% SpamPrec: 99.868%
+# Correctly non-spam: 23266 99.20%
+# Correctly spam: 140303 94.60%
+# False positives: 187 0.80%
+# False negatives: 8012 5.40%
+# TCR(l=50): 8.542507 SpamRecall: 94.598% SpamPrec: 99.867%
##### 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: 184435 98.71%
-# Correctly spam: 721961 60.80%
-# False positives: 2410 1.29%
-# False negatives: 465424 39.20%
-# TCR(l=50): 2.026517 SpamRecall: 60.803% SpamPrec: 99.667%
+# Correctly non-spam: 184387 98.69%
+# Correctly spam: 721788 60.79%
+# False positives: 2446 1.31%
+# False negatives: 465551 39.21%
+# TCR(l=50): 2.019796 SpamRecall: 60.790% SpamPrec: 99.662%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 23169 98.78%
-# Correctly spam: 90262 60.86%
-# False positives: 285 1.22%
-# False negatives: 58056 39.14%
-# TCR(l=50): 2.051254 SpamRecall: 60.857% SpamPrec: 99.685%
+# Correctly non-spam: 23188 98.87%
+# Correctly spam: 90335 60.91%
+# False positives: 265 1.13%
+# False negatives: 57980 39.09%
+# TCR(l=50): 2.082199 SpamRecall: 60.908% SpamPrec: 99.708%