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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/01/14 05:30:50 UTC
svn commit: r1872751 [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=1872751&r1=1872750&r2=1872751&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Jan 14 05:30:49 2020
@@ -5,208 +5,207 @@ 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 ADMITS_SPAM 0.702
-score ADVANCE_FEE_2_NEW_MONEY 1.717
-score ADVANCE_FEE_3_NEW 3.448
-score ADVANCE_FEE_3_NEW_MONEY 2.554
-score ADVANCE_FEE_4_NEW 2.154
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.543
-score ADVANCE_FEE_4_NEW_MONEY 2.599
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.822
-score ADVANCE_FEE_5_NEW_MONEY 1.241
-score AD_PREFS 0.500
-score ALIBABA_IMG_NOT_RCVD_ALI 2.101
+score ADMITS_SPAM 0.712
+score ADVANCE_FEE_2_NEW_MONEY 1.753
+score ADVANCE_FEE_3_NEW 3.430
+score ADVANCE_FEE_3_NEW_MONEY 2.566
+score ADVANCE_FEE_4_NEW 2.123
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.770
+score ADVANCE_FEE_4_NEW_MONEY 2.699
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score AD_PREFS 0.499
+score ALIBABA_IMG_NOT_RCVD_ALI 1.506
score AMAZON_IMG_NOT_RCVD_AMZN 2.291
-score APOSTROPHE_TOCC 0.999
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 0.466
-score BITCOIN_EXTORT_01 3.230
+score BITCOIN_DEADLINE 0.001
+score BITCOIN_EXTORT_01 3.626
score BITCOIN_MALWARE 0.001
-score BITCOIN_SPAM_02 1.842
+score BITCOIN_SPAM_02 2.038
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_07 2.366
-score BITCOIN_SPAM_08 0.001
-score BITCOIN_SPAM_09 0.609
+score BITCOIN_SPAM_05 0.431
+score BITCOIN_SPAM_07 2.407
+score BITCOIN_SPAM_08 1.366
+score BITCOIN_SPAM_09 1.499
score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 0.955
-score BODY_SINGLE_WORD 2.299
+score BODY_SINGLE_URI 1.891
+score BODY_SINGLE_WORD 1.365
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 0.577
-score CANT_SEE_AD 0.473
+score BOGUS_MSM_HDRS 0.246
+score CANT_SEE_AD 2.004
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.249
-score DATE_IN_FUTURE_96_Q 2.544
-score DEAR_BENEFICIARY 0.230
-score DKIMWL_BL 2.312
+score DATE_IN_FUTURE_96_Q 2.235
+score DEAR_BENEFICIARY 0.001
+score DKIMWL_BL 2.307
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DX_TEXT_03 2.599
-score EBAY_IMG_NOT_RCVD_EBAY 1.673
-score END_FUTURE_EMAILS 1.394
-score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.495
+score EBAY_IMG_NOT_RCVD_EBAY 0.316
+score END_FUTURE_EMAILS 1.395
+score FILL_THIS_FORM 0.001 # force non-zero
+score FORGED_RELAY_MUA_TO_MX 3.618
score FORGED_SPF_HELO 1.899
score FORM_FRAUD 0.999
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 1.425
-score FROM_ADDR_WS 0.001 # force non-zero
+score FROM_2_EMAILS_SHORT 1.308
+score FROM_ADDR_WS 0.761
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 1.000
+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
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.999
-score FROM_MISSP_EH_MATCH 1.223
+score FROM_MISSP_DYNIP 3.875
+score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001 # force non-zero
-score FROM_MISSP_REPLYTO 2.400
-score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 1.862
-score FROM_MISSP_USER 0.793
-score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_LINKBAIT 1.333
-score FROM_NTLD_REPLY_FREEMAIL 0.775
-score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.524
+score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_REPLYTO 0.488
+score FROM_MISSP_SPF_FAIL 1.807
+score FROM_MISSP_TO_UNDISC 2.371
+score FROM_MISSP_USER 0.001
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_NTLD_LINKBAIT 1.999
+score FROM_NTLD_REPLY_FREEMAIL 0.360
+score FROM_PAYPAL_SPOOF 0.151
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.667
score FSL_BULK_SIG 0.840
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 1.574
-score FSL_THIS_IS_ADV 3.200
-score FUZZY_BITCOIN 4.399
+score FSL_NEW_HELO_USER 0.512
+score FSL_THIS_IS_ADV 3.199
+score FUZZY_BITCOIN 3.034
score FUZZY_BTC_WALLET 0.001
-score FUZZY_CLICK_HERE 2.900
-score FUZZY_SECURITY 3.727
+score FUZZY_CLICK_HERE 2.899
+score FUZZY_SECURITY 3.726
score FUZZY_WALLET 0.001
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.269
-score GB_FREEMAIL_DISPTO 0.050
+score GB_BITCOIN_NH 0.874
+score GB_FREEMAIL_DISPTO 0.046
score GB_GOOGLE_OBFUS 0.749
-score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.100
+score HDRS_LCASE 0.099
+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 HDR_ORDER_FTSDMCXX_NORDNS 2.969
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.001 # force non-zero
score HELO_NO_DOMAIN 0.001
-score HK_GOLDDUST 1.131
+score HK_GOLDDUST 2.433
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 1.628
-score HOSTED_IMG_MULTI 2.255
-score HTML_OFF_PAGE 1.500
-score HTML_SINGLET_MANY 1.600
-score HTML_TAG_BALANCE_CENTER 2.727
-score HTML_TEXT_INVISIBLE_STYLE 1.452
-score IMG_ONLY_FM_DOM_INFO 2.230
-score KB_FORGED_MOZ4 0.116
-score KHOP_FAKE_EBAY 0.374
-score KHOP_HELO_FCRDNS 0.276
-score LIST_PRTL_SAME_USER 1.148
-score LONG_HEX_URI 1.919
-score LONG_IMG_URI 1.372
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 2.000
+score HOSTED_IMG_DIRECT_MX 2.051
+score HOSTED_IMG_MULTI 2.106
+score HTML_OFF_PAGE 1.076
+score HTML_SINGLET_MANY 1.606
+score HTML_TAG_BALANCE_CENTER 2.679
+score HTML_TEXT_INVISIBLE_STYLE 1.500
+score IMG_ONLY_FM_DOM_INFO 2.231
+score KB_FORGED_MOZ4 0.108
+score KHOP_FAKE_EBAY 0.001
+score KHOP_HELO_FCRDNS 0.275
+score LIST_PRTL_SAME_USER 0.780
+score LONG_HEX_URI 2.071
+score LONG_IMG_URI 1.310
score LOTS_OF_MONEY 0.010
score LOTTO_DEPT 1.220
-score MALF_HTML_B64 3.499
+score MALF_HTML_B64 3.291
score MALWARE_NORDNS 0.001
score MAY_BE_FORGED 1.497
score MILLION_HUNDRED 2.499
score MIMEOLE_DIRECT_TO_MX 1.999
score MONEY_ATM_CARD 2.699
-score MONEY_FORM 0.839
-score MONEY_FORM_SHORT 1.672
-score MONEY_FRAUD_3 0.981
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 2.999
+score MONEY_FORM 0.471
+score MONEY_FORM_SHORT 1.634
+score MONEY_FRAUD_3 0.945
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 2.498
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score NORDNS_LOW_CONTRAST 2.021
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 2.335
+score NORDNS_LOW_CONTRAST 2.015
+score NO_FM_NAME_IP_HOSTN 0.493
+score NSL_RCVD_FROM_USER 1.600
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 1.470
-score PDS_BTC_ID 0.499
+score OBFU_BITCOIN 1.465
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.999
-score PDS_BTC_NTLD 0.001
-score PDS_EMPTYSUBJ_URISHRT 0.923
+score PDS_BTC_NTLD 1.999
+score PDS_EMPTYSUBJ_URISHRT 0.762
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 2.299
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 1.779
+score PDS_HELO_SPF_FAIL 0.242
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.997
+score PDS_OTHER_BAD_TLD 1.856
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.499
score PDS_SHORTFWD_URISHRT 1.284
-score PDS_SHORT_BOGUS_MSM_HDRS 0.604
+score PDS_SHORT_BOGUS_MSM_HDRS 0.467
score PDS_TINYSUBJ_URISHRT 1.500
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_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.001
+score PDS_TO_EQ_FROM_NAME 0.671
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.827
+score PP_MIME_FAKE_ASCII_TEXT 0.824
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.319
-score SCRIPT_GIBBERISH 2.623
+score RDNS_NUM_TLD_XM 2.906
+score SCRIPT_GIBBERISH 2.930
score SERGIO_SUBJECT_PORN014 2.999
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.635
+score SHORT_IMG_SUSP_NTLD 0.810
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.672
-score SPOOFED_FREEM_REPTO 0.797
+score SPOOFED_FREEMAIL_NO_RDNS 0.678
+score SPOOFED_FREEM_REPTO 0.586
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score STOX_BOUND_090909_B 1.286
-score SUBJ_OBFU_PUNCT_FEW 0.370
-score SUBJ_OBFU_PUNCT_MANY 1.362
-score THIS_AD 1.699
-score THIS_IS_ADV_SUSP_NTLD 1.241
+score STOX_BOUND_090909_B 1.291
+score SUBJ_OBFU_PUNCT_FEW 0.737
+score SUBJ_OBFU_PUNCT_MANY 0.993
+score THIS_AD 1.599
+score THIS_IS_ADV_SUSP_NTLD 1.499
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 2.499
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.041
-score TO_EQ_FM_DOM_SPF_FAIL 0.535
-score TO_EQ_FM_HTML_ONLY 0.098
-score TO_EQ_FM_SPF_FAIL 1.398
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.895
+score TO_EQ_FM_DOM_HTML_ONLY 0.469
+score TO_EQ_FM_DOM_SPF_FAIL 1.092
+score TO_EQ_FM_HTML_ONLY 0.040
+score TO_EQ_FM_SPF_FAIL 0.840
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.899
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_IMG 1.993
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.439
-score TO_NO_BRKTS_PCNT 2.499
+score TO_NO_BRKTS_MSFT 2.193
+score TO_NO_BRKTS_NORDNS_HTML 1.607
+score TO_NO_BRKTS_PCNT 2.500
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
-score UNICODE_OBFU_ASC 2.500
-score UPGRADE_MAILBOX 1.501
+score UNICODE_OBFU_ASC 2.499
+score UPGRADE_MAILBOX 1.490
score URI_BUFFLY 1.999
score URI_GOOGLE_PROXY 2.499
-score URI_ONLY_MSGID_MALF 0.531
-score URI_PHISH 3.104
-score URI_PHP_REDIR 3.500
+score URI_ONLY_MSGID_MALF 1.396
+score URI_PHISH 3.230
+score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 3.049
+score URI_WP_DIRINDEX 3.053
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.175
score XPRIO_URL_SHORTNER 0.999
-score YOU_INHERIT 1.205
+score YOU_INHERIT 2.026
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=1872751&r1=1872750&r2=1872751&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Jan 14 05:30:49 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 692444 54.225% (99.595% of non-spam corpus)
-# Correctly spam: 451737 35.375% (77.654% of spam corpus)
-# False positives: 2814 0.220% (0.405% of nonspam, 67724 weighted)
-# False negatives: 129993 10.180% (22.346% of spam, 260756 weighted)
-# Average score for spam: 11.0 nonspam: 0.6
+# Correctly non-spam: 692586 54.454% (99.624% of non-spam corpus)
+# Correctly spam: 445520 35.029% (77.257% of spam corpus)
+# False positives: 2617 0.206% (0.376% of nonspam, 63473 weighted)
+# False negatives: 131151 10.312% (22.743% of spam, 260661 weighted)
+# Average score for spam: 11.1 nonspam: 0.6
# Average for false-pos: 5.8 false-neg: 2.0
-# TOTAL: 1276988 100.00%
+# TOTAL: 1271874 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 86315 99.56%
-# Correctly spam: 56388 77.69%
-# False positives: 384 0.44%
-# False negatives: 16191 22.31%
-# TCR(l=50): 2.050776 SpamRecall: 77.692% SpamPrec: 99.324%
+# Correctly non-spam: 86365 99.62%
+# Correctly spam: 55604 77.26%
+# False positives: 329 0.38%
+# False negatives: 16369 22.74%
+# TCR(l=50): 2.193028 SpamRecall: 77.257% SpamPrec: 99.412%
##### 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: 679112 97.68%
-# Correctly spam: 252550 43.41%
-# False positives: 16146 2.32%
-# False negatives: 329180 56.59%
-# TCR(l=50): 0.511870 SpamRecall: 43.414% SpamPrec: 93.991%
+# Correctly non-spam: 679153 97.69%
+# Correctly spam: 242352 42.03%
+# False positives: 16050 2.31%
+# False negatives: 334319 57.97%
+# TCR(l=50): 0.507267 SpamRecall: 42.026% SpamPrec: 93.789%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 84703 97.70%
-# Correctly spam: 31498 43.40%
-# False positives: 1996 2.30%
-# False negatives: 41081 56.60%
-# TCR(l=50): 0.515179 SpamRecall: 43.398% SpamPrec: 94.041%
+# Correctly non-spam: 84649 97.64%
+# Correctly spam: 30136 41.87%
+# False positives: 2045 2.36%
+# False negatives: 41837 58.13%
+# TCR(l=50): 0.499511 SpamRecall: 41.871% SpamPrec: 93.645%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1872751&r1=1872750&r2=1872751&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Jan 14 05:30:49 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 707758 55.313% (99.873% of non-spam corpus)
-# Correctly spam: 496702 38.818% (87.003% of spam corpus)
-# False positives: 897 0.070% (0.127% of nonspam, 46736 weighted)
-# False negatives: 74199 5.799% (12.997% of spam, 113893 weighted)
-# Average score for spam: 16.9 nonspam: -2.5
+# Correctly non-spam: 707778 55.317% (99.878% of non-spam corpus)
+# Correctly spam: 496988 38.843% (87.062% of spam corpus)
+# False positives: 863 0.067% (0.122% of nonspam, 45215 weighted)
+# False negatives: 73856 5.772% (12.938% of spam, 111011 weighted)
+# Average score for spam: 16.4 nonspam: -2.5
# Average for false-pos: 6.5 false-neg: 1.5
-# TOTAL: 1279556 100.00%
+# TOTAL: 1279485 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88116 99.66%
-# Correctly spam: 62023 87.05%
-# False positives: 304 0.34%
-# False negatives: 9229 12.95%
-# TCR(l=50): 2.916697 SpamRecall: 87.047% SpamPrec: 99.512%
+# Correctly non-spam: 88304 99.87%
+# Correctly spam: 62162 87.26%
+# False positives: 112 0.13%
+# False negatives: 9079 12.74%
+# TCR(l=50): 4.853260 SpamRecall: 87.256% SpamPrec: 99.820%
##### 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: 706598 99.71%
-# Correctly spam: 375617 65.79%
+# Correctly non-spam: 706584 99.71%
+# Correctly spam: 375490 65.78%
# False positives: 2057 0.29%
-# False negatives: 195284 34.21%
-# TCR(l=50): 1.914914 SpamRecall: 65.794% SpamPrec: 99.455%
+# False negatives: 195354 34.22%
+# TCR(l=50): 1.914273 SpamRecall: 65.778% SpamPrec: 99.455%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88166 99.71%
-# Correctly spam: 46759 65.62%
-# False positives: 254 0.29%
-# False negatives: 24493 34.38%
-# TCR(l=50): 1.915737 SpamRecall: 65.625% SpamPrec: 99.460%
+# Correctly non-spam: 88135 99.68%
+# Correctly spam: 46763 65.64%
+# False positives: 281 0.32%
+# False negatives: 24478 34.36%
+# TCR(l=50): 1.849071 SpamRecall: 65.641% SpamPrec: 99.403%