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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/01/20 05:17:49 UTC
svn commit: r1872990 [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=1872990&r1=1872989&r2=1872990&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Jan 20 05:17:49 2020
@@ -5,210 +5,210 @@ 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 0.743
+score ADMITS_SPAM 0.737
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.496
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.151
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.599
+score ADVANCE_FEE_3_NEW 2.501
+score ADVANCE_FEE_3_NEW_MONEY 0.459
+score ADVANCE_FEE_4_NEW 2.142
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.232
score ADVANCE_FEE_4_NEW_MONEY 2.599
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.168
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.034
score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 0.174
+score ALIBABA_IMG_NOT_RCVD_ALI 1.104
score AMAZON_IMG_NOT_RCVD_AMZN 2.293
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 3.058
+score BITCOIN_DEADLINE 0.001 # force non-zero
+score BITCOIN_EXTORT_01 2.622
score BITCOIN_MALWARE 0.001
-score BITCOIN_SPAM_02 1.549
-score BITCOIN_SPAM_03 0.176
-score BITCOIN_SPAM_05 2.500
-score BITCOIN_SPAM_07 3.499
+score BITCOIN_SPAM_02 0.001
+score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_05 2.499
+score BITCOIN_SPAM_07 2.949
score BITCOIN_SPAM_08 0.001
-score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 1.738
-score BODY_SINGLE_URI 2.494
-score BODY_SINGLE_WORD 2.454
+score BITCOIN_SPAM_09 1.500
+score BODY_EMPTY 1.999
+score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_WORD 2.499
score BODY_URI_ONLY 0.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.338
-score CANT_SEE_AD 2.499
-score CK_HELO_DYNAMIC_SPLIT_IP 0.001 # force non-zero
+score BOGUS_MSM_HDRS 1.080
+score CANT_SEE_AD 1.041
+score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_96_Q 0.118
+score DATE_IN_FUTURE_96_Q 2.343
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 1.774
+score DKIMWL_BL 2.295
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DX_TEXT_03 2.799
-score EBAY_IMG_NOT_RCVD_EBAY 1.541
-score END_FUTURE_EMAILS 2.190
+score DX_TEXT_03 2.699
+score EBAY_IMG_NOT_RCVD_EBAY 1.038
+score END_FUTURE_EMAILS 1.274
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 2.750
+score FORGED_RELAY_MUA_TO_MX 2.673
score FORGED_SPF_HELO 1.699
-score FORM_FRAUD 0.198
-score FORM_FRAUD_3 0.637
-score FORM_FRAUD_5 2.699
+score FORM_FRAUD 0.595
+score FORM_FRAUD_3 0.855
+score FORM_FRAUD_5 0.164
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 3.399
-score FROM_2_EMAILS_SHORT 1.999
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 3.400
+score FROM_2_EMAILS_SHORT 2.000
score FROM_ADDR_WS 0.001
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.876
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.001
+score FROM_FMBLA_NEWDOM 1.500
+score FROM_FMBLA_NEWDOM14 0.887
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.001 # force non-zero
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.880
+score FROM_MISSP_DYNIP 3.831
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001
+score FROM_MISSP_FREEMAIL 0.801
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.038
-score FROM_MISSP_TO_UNDISC 1.507
+score FROM_MISSP_SPF_FAIL 1.930
+score FROM_MISSP_TO_UNDISC 0.212
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_LINKBAIT 0.692
-score FROM_NTLD_REPLY_FREEMAIL 1.358
+score FROM_NTLD_LINKBAIT 1.363
+score FROM_NTLD_REPLY_FREEMAIL 1.917
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.912
-score FROM_WSP_LEAD 0.001 # force non-zero
-score FSL_BULK_SIG 0.658
+score FROM_SUSPICIOUS_NTLD 0.454
+score FROM_SUSPICIOUS_NTLD_FP 1.772
+score FROM_WSP_LEAD 0.001
+score FSL_BULK_SIG 0.595
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 1.793
-score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FSL_THIS_IS_ADV 2.853
-score FUZZY_BITCOIN 4.399
+score FSL_HELO_FAKE 1.797
+score FSL_NEW_HELO_USER 1.402
+score FSL_THIS_IS_ADV 2.962
+score FUZZY_BITCOIN 2.920
score FUZZY_BTC_WALLET 0.001 # force non-zero
-score FUZZY_CLICK_HERE 2.799
-score FUZZY_SECURITY 3.692
+score FUZZY_CLICK_HERE 2.800
+score FUZZY_SECURITY 3.695
score FUZZY_WALLET 0.001
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 0.723
-score GB_FREEMAIL_DISPTO 0.441
+score GB_BITCOIN_NH 1.877
+score GB_FREEMAIL_DISPTO 0.214
score GB_GOOGLE_OBFUS 0.749
score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.100
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 HELO_MISC_IP 0.001 # force non-zero
score HELO_NO_DOMAIN 0.001
-score HK_GOLDDUST 2.028
-score HK_LOTTO 1.000
+score HK_GOLDDUST 1.956
+score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.990
-score HOSTED_IMG_DIRECT_MX 3.240
-score HOSTED_IMG_MULTI 1.939
-score HTML_OFF_PAGE 1.075
-score HTML_SINGLET_MANY 1.789
-score HTML_TAG_BALANCE_CENTER 2.196
+score HK_SCAM 1.680
+score HOSTED_IMG_DIRECT_MX 1.587
+score HOSTED_IMG_MULTI 1.573
+score HTML_OFF_PAGE 2.478
+score HTML_SINGLET_MANY 1.792
+score HTML_TAG_BALANCE_CENTER 2.092
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.403
-score IMG_ONLY_FM_DOM_INFO 2.455
-score KB_FORGED_MOZ4 2.505
-score KHOP_FAKE_EBAY 0.966
-score KHOP_HELO_FCRDNS 0.400
+score HTML_TEXT_INVISIBLE_STYLE 1.300
+score IMG_ONLY_FM_DOM_INFO 2.467
+score KB_FORGED_MOZ4 2.426
+score KHOP_FAKE_EBAY 0.910
+score KHOP_HELO_FCRDNS 0.399
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.726
-score LONG_HEX_URI 1.614
-score LONG_IMG_URI 0.963
+score LIST_PRTL_SAME_USER 0.552
+score LONG_HEX_URI 1.616
+score LONG_IMG_URI 0.965
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 0.864
+score MALFORMED_FREEMAIL 0.996
score MALF_HTML_B64 2.567
score MALWARE_NORDNS 0.001
-score MAY_BE_FORGED 1.497
-score MILLION_HUNDRED 2.666
+score MAY_BE_FORGED 1.496
+score MILLION_HUNDRED 2.469
score MIMEOLE_DIRECT_TO_MX 1.999
-score MONEY_ATM_CARD 2.109
+score MONEY_ATM_CARD 0.840
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 0.170
+score MONEY_FORM_SHORT 1.224
+score MONEY_FRAUD_3 0.046
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 2.899
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.507
-score NORDNS_LOW_CONTRAST 2.040
-score NO_FM_NAME_IP_HOSTN 0.491
+score MONEY_FROM_MISSP 0.712
+score NORDNS_LOW_CONTRAST 2.039
+score NO_FM_NAME_IP_HOSTN 1.242
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 1.648
+score OBFU_BITCOIN 1.579
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.999
-score PDS_BTC_NTLD 1.570
+score PDS_BTC_MSGID 1.000
+score PDS_BTC_NTLD 1.674
score PDS_EMPTYSUBJ_URISHRT 1.499
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.500
-score PDS_FRNOM_TODOM_NAKED_TO 1.500
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 1.999
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 1.075
+score PDS_HELO_SPF_FAIL 0.001
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.813
-score PDS_PHPEXP_BOT 1.499
+score PDS_OTHER_BAD_TLD 1.987
+score PDS_PHPEXP_BOT 0.503
score PDS_PHPE_URISHORTENER 1.999
-score PDS_PHP_EVAL 0.001
+score PDS_PHP_EVAL 1.499
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 0.263
+score PDS_SHORT_BOGUS_MSM_HDRS 1.578
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.807
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 PHP_ORIG_SCRIPT 2.491
-score PP_MIME_FAKE_ASCII_TEXT 0.511
+score PHP_ORIG_SCRIPT 2.489
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.198
+score RDNS_NUM_TLD_XM 2.178
score SCRIPT_GIBBERISH 3.099
-score SERGIO_SUBJECT_PORN014 2.900
+score SERGIO_SUBJECT_PORN014 2.899
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.998
+score SHORT_IMG_SUSP_NTLD 0.520
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.281
-score SPOOFED_FREEM_REPTO 0.797
-score STATIC_XPRIO_OLE 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.509
+score SPOOFED_FREEM_REPTO 0.795
+score STATIC_XPRIO_OLE 2.000
score STOCK_LOW_CONTRAST 2.499
-score STOX_BOUND_090909_B 1.439
-score SUBJ_OBFU_PUNCT_FEW 0.366
-score SUBJ_OBFU_PUNCT_MANY 1.312
-score THIS_AD 1.500
-score THIS_IS_ADV_SUSP_NTLD 0.700
+score STOX_BOUND_090909_B 1.294
+score SUBJ_OBFU_PUNCT_FEW 0.330
+score SUBJ_OBFU_PUNCT_MANY 1.452
+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 0.519
-score TO_EQ_FM_DOM_SPF_FAIL 0.900
-score TO_EQ_FM_HTML_ONLY 0.044
-score TO_EQ_FM_SPF_FAIL 0.982
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.897
-score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.836
+score TO_EQ_FM_DOM_HTML_ONLY 0.326
+score TO_EQ_FM_DOM_SPF_FAIL 1.324
+score TO_EQ_FM_HTML_ONLY 0.411
+score TO_EQ_FM_SPF_FAIL 0.559
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.896
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 0.834
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.871
+score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 0.001
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.255
+score TVD_SPACE_RATIO_MINFP 1.926
score UNICODE_OBFU_ASC 2.499
score UPGRADE_MAILBOX 0.001
score URI_BUFFLY 1.999
-score URI_GOOGLE_PROXY 2.300
-score URI_ONLY_MSGID_MALF 0.751
-score URI_PHISH 2.562
-score URI_PHP_REDIR 3.500
-score URI_TRY_3LD 0.692
-score URI_WP_DIRINDEX 3.500
-score URI_WP_HACKED 2.251
-score URI_WP_HACKED_2 2.499
+score URI_GOOGLE_PROXY 2.299
+score URI_ONLY_MSGID_MALF 1.475
+score URI_PHISH 2.847
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 0.710
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 3.500
+score URI_WP_HACKED_2 2.500
score XPRIO_SHORT_SUBJ 1.217
score XPRIO_URL_SHORTNER 0.999
score YOU_INHERIT 2.499
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1872990&r1=1872989&r2=1872990&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Jan 20 05:17:49 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 708406 52.722% (99.604% of non-spam corpus)
-# Correctly spam: 474252 35.296% (74.987% of spam corpus)
-# False positives: 2813 0.209% (0.396% of nonspam, 74144 weighted)
-# False negatives: 158190 11.773% (25.013% of spam, 387854 weighted)
-# Average score for spam: 11.1 nonspam: 0.6
-# Average for false-pos: 5.9 false-neg: 2.5
-# TOTAL: 1343661 100.00%
+# Correctly non-spam: 698230 51.992% (99.665% of non-spam corpus)
+# Correctly spam: 482657 35.940% (75.137% of spam corpus)
+# False positives: 2346 0.175% (0.335% of nonspam, 64196 weighted)
+# False negatives: 159716 11.893% (24.863% of spam, 393238 weighted)
+# Average score for spam: 10.7 nonspam: 0.6
+# Average for false-pos: 6.0 false-neg: 2.5
+# TOTAL: 1342949 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88299 99.50%
-# Correctly spam: 59179 74.98%
-# False positives: 448 0.50%
-# False negatives: 19747 25.02%
-# TCR(l=50): 1.872636 SpamRecall: 74.980% SpamPrec: 99.249%
+# Correctly non-spam: 87093 99.64%
+# Correctly spam: 60293 75.22%
+# False positives: 313 0.36%
+# False negatives: 19864 24.78%
+# TCR(l=50): 2.257054 SpamRecall: 75.219% SpamPrec: 99.484%
##### 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: 695630 97.81%
-# Correctly spam: 237379 37.53%
-# False positives: 15589 2.19%
-# False negatives: 395063 62.47%
-# TCR(l=50): 0.538472 SpamRecall: 37.534% SpamPrec: 93.838%
+# Correctly non-spam: 685118 97.79%
+# Correctly spam: 238444 37.12%
+# False positives: 15458 2.21%
+# False negatives: 403929 62.88%
+# TCR(l=50): 0.545851 SpamRecall: 37.119% SpamPrec: 93.912%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 86854 97.87%
-# Correctly spam: 29528 37.41%
-# False positives: 1893 2.13%
-# False negatives: 49398 62.59%
-# TCR(l=50): 0.547915 SpamRecall: 37.412% SpamPrec: 93.975%
+# Correctly non-spam: 85552 97.88%
+# Correctly spam: 29648 36.99%
+# False positives: 1854 2.12%
+# False negatives: 50509 63.01%
+# TCR(l=50): 0.559720 SpamRecall: 36.987% SpamPrec: 94.115%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1872990&r1=1872989&r2=1872990&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Jan 20 05:17:49 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 375633 37.992% (99.490% of non-spam corpus)
-# Correctly spam: 534574 54.067% (87.467% of spam corpus)
-# False positives: 1924 0.195% (0.510% of nonspam, 193110 weighted)
-# False negatives: 76598 7.747% (12.533% of spam, 119948 weighted)
-# Average score for spam: 17.1 nonspam: -2.2
+# Correctly non-spam: 375654 37.995% (99.499% of non-spam corpus)
+# Correctly spam: 534535 54.065% (87.464% of spam corpus)
+# False positives: 1890 0.191% (0.501% of nonspam, 188700 weighted)
+# False negatives: 76612 7.749% (12.536% of spam, 119507 weighted)
+# Average score for spam: 17.0 nonspam: -2.2
# Average for false-pos: 6.2 false-neg: 1.6
-# TOTAL: 988729 100.00%
+# TOTAL: 988691 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 46835 99.51%
-# Correctly spam: 66837 87.53%
-# False positives: 230 0.49%
-# False negatives: 9523 12.47%
-# TCR(l=50): 3.632212 SpamRecall: 87.529% SpamPrec: 99.657%
+# Correctly non-spam: 46807 99.46%
+# Correctly spam: 66908 87.62%
+# False positives: 256 0.54%
+# False negatives: 9450 12.38%
+# TCR(l=50): 3.431820 SpamRecall: 87.624% SpamPrec: 99.619%
##### 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: 375594 99.48%
-# Correctly spam: 348960 57.10%
-# False positives: 1963 0.52%
-# False negatives: 262212 42.90%
-# TCR(l=50): 1.695995 SpamRecall: 57.097% SpamPrec: 99.441%
+# Correctly non-spam: 375569 99.48%
+# Correctly spam: 348805 57.07%
+# False positives: 1975 0.52%
+# False negatives: 262342 42.93%
+# TCR(l=50): 1.692497 SpamRecall: 57.074% SpamPrec: 99.437%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 46793 99.42%
-# Correctly spam: 43544 57.02%
-# False positives: 272 0.58%
-# False negatives: 32816 42.98%
-# TCR(l=50): 1.645122 SpamRecall: 57.025% SpamPrec: 99.379%
+# Correctly non-spam: 46808 99.46%
+# Correctly spam: 43558 57.04%
+# False positives: 255 0.54%
+# False negatives: 32800 42.96%
+# TCR(l=50): 1.676356 SpamRecall: 57.044% SpamPrec: 99.418%