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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/01/17 05:37:17 UTC
svn commit: r1872898 [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=1872898&r1=1872897&r2=1872898&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jan 17 05:37:17 2020
@@ -3,192 +3,192 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.999
+score AC_FROM_MANY_DOTS 3.000
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 0.700
+score ADMITS_SPAM 0.691
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.450
score ADVANCE_FEE_3_NEW_MONEY 2.699
-score ADVANCE_FEE_4_NEW 2.152
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.478
+score ADVANCE_FEE_4_NEW 2.153
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.820
score ADVANCE_FEE_4_NEW_MONEY 2.699
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.240
-score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 1.704
-score AMAZON_IMG_NOT_RCVD_AMZN 2.291
-score APOSTROPHE_TOCC 0.999
+score ADVANCE_FEE_5_NEW_MONEY 1.662
+score AD_PREFS 0.500
+score ALIBABA_IMG_NOT_RCVD_ALI 2.361
+score AMAZON_IMG_NOT_RCVD_AMZN 2.290
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 3.214
+score BITCOIN_DEADLINE 0.495
+score BITCOIN_EXTORT_01 3.094
score BITCOIN_MALWARE 0.001
score BITCOIN_SPAM_02 0.001
-score BITCOIN_SPAM_03 2.500
+score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_07 0.983
+score BITCOIN_SPAM_07 2.798
score BITCOIN_SPAM_08 0.001
-score BITCOIN_SPAM_09 1.233
-score BODY_EMPTY 1.625
+score BITCOIN_SPAM_09 1.499
+score BODY_EMPTY 0.001
score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 1.390
+score BODY_SINGLE_WORD 1.431
score BODY_URI_ONLY 1.000
-score BOGUS_MSM_HDRS 0.522
-score CANT_SEE_AD 1.806
+score BOGUS_MSM_HDRS 1.147
+score CANT_SEE_AD 0.118
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.250
-score DATE_IN_FUTURE_96_Q 2.231
+score DATE_IN_FUTURE_96_Q 1.799
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 2.300
+score DKIMWL_BL 2.305
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DX_TEXT_03 2.699
-score EBAY_IMG_NOT_RCVD_EBAY 0.553
-score END_FUTURE_EMAILS 1.393
+score DKIMWL_WL_MED -0.001
+score DX_TEXT_03 2.599
+score EBAY_IMG_NOT_RCVD_EBAY 1.106
+score END_FUTURE_EMAILS 2.187
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.617
+score FORGED_RELAY_MUA_TO_MX 3.500
score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 0.999
-score FORM_FRAUD_5 0.001
+score FORM_FRAUD 0.392
+score FORM_FRAUD_5 2.799
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 1.380
-score FROM_ADDR_WS 0.661
-score FROM_FMBLA_NEWDOM 1.499
+score FROM_2_EMAILS_SHORT 1.416
+score FROM_ADDR_WS 0.762
+score FROM_FMBLA_NEWDOM 1.500
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_GOV_SPOOF 0.001 # force non-zero
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.948
+score FROM_MISSP_DYNIP 3.700
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.490
-score FROM_MISSP_SPF_FAIL 1.805
-score FROM_MISSP_TO_UNDISC 0.589
-score FROM_MISSP_USER 3.099
+score FROM_MISSP_REPLYTO 0.493
+score FROM_MISSP_SPF_FAIL 1.799
+score FROM_MISSP_TO_UNDISC 1.255
+score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_LINKBAIT 1.748
-score FROM_NTLD_REPLY_FREEMAIL 0.686
-score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.468
-score FROM_SUSPICIOUS_NTLD_FP 1.560
-score FSL_BULK_SIG 0.843
+score FROM_NTLD_LINKBAIT 1.646
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_PAYPAL_SPOOF 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD 0.245
+score FROM_SUSPICIOUS_NTLD_FP 1.845
+score FSL_BULK_SIG 0.841
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.171
+score FSL_NEW_HELO_USER 0.693
score FSL_THIS_IS_ADV 3.199
score FUZZY_BITCOIN 3.012
score FUZZY_BTC_WALLET 0.001
-score FUZZY_CLICK_HERE 2.899
-score FUZZY_SECURITY 3.728
+score FUZZY_CLICK_HERE 2.900
+score FUZZY_SECURITY 3.725
score FUZZY_WALLET 0.001
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.113
+score GB_BITCOIN_NH 1.406
score GB_FREEMAIL_DISPTO 0.043
-score GB_GOOGLE_OBFUS 0.750
+score GB_GOOGLE_OBFUS 0.749
score HDRS_LCASE 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 HDR_ORDER_FTSDMCXX_NORDNS 3.500
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_MISC_IP 0.001
-score HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_GOLDDUST 2.083
-score HK_LOTTO 0.999
+score HELO_NO_DOMAIN 0.001
+score HK_GOLDDUST 1.110
+score HK_LOTTO 0.802
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 3.002
-score HOSTED_IMG_MULTI 2.276
-score HTML_OFF_PAGE 2.854
-score HTML_SINGLET_MANY 1.597
-score HTML_TAG_BALANCE_CENTER 2.556
-score HTML_TEXT_INVISIBLE_STYLE 1.352
-score IMG_ONLY_FM_DOM_INFO 2.113
-score KB_FORGED_MOZ4 3.899
-score KHOP_FAKE_EBAY 0.463
-score KHOP_HELO_FCRDNS 0.276
-score LIST_PRTL_SAME_USER 0.227
-score LONG_HEX_URI 1.616
-score LONG_IMG_URI 1.370
+score HOSTED_IMG_DIRECT_MX 2.900
+score HOSTED_IMG_MULTI 2.274
+score HTML_OFF_PAGE 1.294
+score HTML_SINGLET_MANY 1.485
+score HTML_TAG_BALANCE_CENTER 2.660
+score HTML_TEXT_INVISIBLE_STYLE 1.190
+score IMG_ONLY_FM_DOM_INFO 2.230
+score KB_FORGED_MOZ4 0.091
+score KHOP_FAKE_EBAY 0.731
+score KHOP_HELO_FCRDNS 0.275
+score LIST_PRTL_SAME_USER 0.014
+score LONG_HEX_URI 1.617
+score LONG_IMG_URI 1.366
score LOTS_OF_MONEY 0.010
-score MALF_HTML_B64 3.199
+score MALF_HTML_B64 3.425
score MALWARE_NORDNS 0.001
-score MAY_BE_FORGED 1.497
-score MILLION_HUNDRED 2.499
+score MAY_BE_FORGED 1.496
+score MILLION_HUNDRED 2.599
score MIMEOLE_DIRECT_TO_MX 1.999
score MONEY_ATM_CARD 2.699
-score MONEY_FORM 0.863
-score MONEY_FORM_SHORT 1.602
-score MONEY_FRAUD_3 1.042
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.559
+score MONEY_FORM 0.591
+score MONEY_FORM_SHORT 2.499
+score MONEY_FRAUD_3 1.040
+score MONEY_FRAUD_5 2.224
+score MONEY_FRAUD_8 2.781
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score NORDNS_LOW_CONTRAST 2.026
+score NORDNS_LOW_CONTRAST 2.032
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 3.049
+score NSL_RCVD_FROM_USER 1.419
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 1.488
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.323
-score PDS_BTC_NTLD 0.946
-score PDS_EMPTYSUBJ_URISHRT 1.500
+score OBFU_BITCOIN 1.606
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 0.931
+score PDS_BTC_NTLD 1.343
+score PDS_EMPTYSUBJ_URISHRT 0.755
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.500
+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 1.297
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
-score PDS_OTHER_BAD_TLD 1.993
+score PDS_HELO_SPF_FAIL 1.859
+score PDS_HP_HELO_NORDNS 0.001
+score PDS_OTHER_BAD_TLD 1.941
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.499
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 1.747
+score PDS_SHORT_BOGUS_MSM_HDRS 0.001
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_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 0.001
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score SCRIPT_GIBBERISH 3.067
+score RDNS_NUM_TLD_XM 0.753
+score SCRIPT_GIBBERISH 2.833
score SERGIO_SUBJECT_PORN014 2.999
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.370
+score SHORTENER_SHORT_IMG 1.562
+score SHORT_IMG_SUSP_NTLD 0.438
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.677
-score SPOOFED_FREEM_REPTO 1.750
-score STATIC_XPRIO_OLE 0.601
-score STOCK_LOW_CONTRAST 2.500
+score SPOOFED_FREEMAIL_NO_RDNS 0.678
+score SPOOFED_FREEM_REPTO 0.604
+score STATIC_XPRIO_OLE 1.999
+score STOCK_LOW_CONTRAST 2.499
score STOX_BOUND_090909_B 0.001
-score SUBJ_OBFU_PUNCT_FEW 0.345
-score SUBJ_OBFU_PUNCT_MANY 1.387
-score THIS_AD 1.699
-score THIS_IS_ADV_SUSP_NTLD 0.891
+score SUBJ_OBFU_PUNCT_FEW 0.532
+score SUBJ_OBFU_PUNCT_MANY 1.198
+score THIS_AD 1.599
+score THIS_IS_ADV_SUSP_NTLD 1.409
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 0.325
-score TO_EQ_FM_DOM_SPF_FAIL 0.905
-score TO_EQ_FM_HTML_ONLY 0.738
-score TO_EQ_FM_SPF_FAIL 1.026
+score TO_EQ_FM_DOM_HTML_ONLY 0.106
+score TO_EQ_FM_DOM_SPF_FAIL 1.026
+score TO_EQ_FM_HTML_ONLY 1.171
+score TO_EQ_FM_SPF_FAIL 0.907
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.897
-score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.726
-score TO_NO_BRKTS_NORDNS_HTML 1.597
+score TO_NAME_SUBJ_NO_RDNS 2.895
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.992
+score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_MSFT 1.459
+score TO_NO_BRKTS_NORDNS_HTML 1.592
score TO_NO_BRKTS_PCNT 2.499
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
@@ -196,15 +196,15 @@ score UNICODE_OBFU_ASC 2.4
score UPGRADE_MAILBOX 0.001
score URI_BUFFLY 1.999
score URI_GOOGLE_PROXY 2.499
-score URI_ONLY_MSGID_MALF 1.371
-score URI_PHISH 3.108
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHISH 3.159
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.048
-score URI_WP_HACKED_2 2.500
-score XPRIO_SHORT_SUBJ 2.500
+score URI_WP_HACKED_2 2.499
+score XPRIO_SHORT_SUBJ 2.176
score XPRIO_URL_SHORTNER 0.999
-score YOU_INHERIT 2.024
+score YOU_INHERIT 2.025
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -291,7 +291,6 @@ score PUMPDUMP 1.0
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_MANY 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
-score RDNS_NUM_TLD_XM 1.000
score SEO_SUSP_NTLD 1.000
score SHOPIFY_IMG_NOT_RCVD_SFY 1.000
score SPOOFED_FREEM_REPTO_CHN 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1872898&r1=1872897&r2=1872898&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jan 17 05:37:17 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 707682 54.966% (99.582% of non-spam corpus)
-# Correctly spam: 442343 34.357% (76.683% of spam corpus)
-# False positives: 2971 0.231% (0.418% of nonspam, 70949 weighted)
-# False negatives: 134504 10.447% (23.317% of spam, 269169 weighted)
-# Average score for spam: 10.7 nonspam: 0.6
-# Average for false-pos: 5.9 false-neg: 2.0
-# TOTAL: 1287500 100.00%
+# Correctly non-spam: 706676 53.353% (99.606% of non-spam corpus)
+# Correctly spam: 468582 35.377% (76.185% of spam corpus)
+# False positives: 2797 0.211% (0.394% of nonspam, 72250 weighted)
+# False negatives: 146476 11.059% (23.815% of spam, 340154 weighted)
+# Average score for spam: 11.6 nonspam: 0.6
+# Average for false-pos: 6.0 false-neg: 2.3
+# TOTAL: 1324531 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88306 99.58%
-# Correctly spam: 55212 76.69%
-# False positives: 371 0.42%
-# False negatives: 16786 23.31%
-# TCR(l=50): 2.037525 SpamRecall: 76.685% SpamPrec: 99.333%
+# Correctly non-spam: 88140 99.57%
+# Correctly spam: 58879 76.63%
+# False positives: 380 0.43%
+# False negatives: 17955 23.37%
+# TCR(l=50): 2.079123 SpamRecall: 76.631% SpamPrec: 99.359%
##### 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: 694599 97.74%
-# Correctly spam: 236585 41.01%
-# False positives: 16054 2.26%
-# False negatives: 340262 58.99%
-# TCR(l=50): 0.504695 SpamRecall: 41.013% SpamPrec: 93.645%
+# Correctly non-spam: 693753 97.78%
+# Correctly spam: 237301 38.58%
+# False positives: 15720 2.22%
+# False negatives: 377757 61.42%
+# TCR(l=50): 0.528511 SpamRecall: 38.582% SpamPrec: 93.787%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 86642 97.71%
-# Correctly spam: 29429 40.87%
-# False positives: 2035 2.29%
-# False negatives: 42569 59.13%
-# TCR(l=50): 0.498881 SpamRecall: 40.875% SpamPrec: 93.532%
+# Correctly non-spam: 86586 97.82%
+# Correctly spam: 29568 38.48%
+# False positives: 1934 2.18%
+# False negatives: 47266 61.52%
+# TCR(l=50): 0.533695 SpamRecall: 38.483% SpamPrec: 93.861%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1872898&r1=1872897&r2=1872898&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jan 17 05:37:17 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 707741 55.321% (99.876% of non-spam corpus)
-# Correctly spam: 497001 38.848% (87.083% of spam corpus)
-# False positives: 880 0.069% (0.124% of nonspam, 46376 weighted)
-# False negatives: 73720 5.762% (12.917% of spam, 111422 weighted)
-# Average score for spam: 16.9 nonspam: -2.5
-# Average for false-pos: 6.5 false-neg: 1.5
-# TOTAL: 1279342 100.00%
+# Correctly non-spam: 707716 55.321% (99.873% of non-spam corpus)
+# Correctly spam: 496621 38.820% (87.025% of spam corpus)
+# False positives: 899 0.070% (0.127% of nonspam, 47593 weighted)
+# False negatives: 74044 5.788% (12.975% of spam, 112985 weighted)
+# Average score for spam: 16.6 nonspam: -2.5
+# Average for false-pos: 6.6 false-neg: 1.5
+# TOTAL: 1279280 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88116 99.67%
-# Correctly spam: 62153 87.26%
-# False positives: 295 0.33%
-# False negatives: 9077 12.74%
-# TCR(l=50): 2.989466 SpamRecall: 87.257% SpamPrec: 99.528%
+# Correctly non-spam: 88324 99.90%
+# Correctly spam: 62100 87.19%
+# False positives: 87 0.10%
+# False negatives: 9125 12.81%
+# TCR(l=50): 5.285714 SpamRecall: 87.188% SpamPrec: 99.860%
##### 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: 706558 99.71%
-# Correctly spam: 375704 65.83%
-# False positives: 2063 0.29%
-# False negatives: 195017 34.17%
-# TCR(l=50): 1.914098 SpamRecall: 65.830% SpamPrec: 99.454%
+# Correctly non-spam: 706575 99.71%
+# Correctly spam: 375366 65.78%
+# False positives: 2040 0.29%
+# False negatives: 195299 34.22%
+# TCR(l=50): 1.919499 SpamRecall: 65.777% SpamPrec: 99.459%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88139 99.69%
-# Correctly spam: 46787 65.68%
-# False positives: 272 0.31%
-# False negatives: 24443 34.32%
-# TCR(l=50): 1.872355 SpamRecall: 65.684% SpamPrec: 99.422%
+# Correctly non-spam: 88140 99.69%
+# Correctly spam: 46827 65.75%
+# False positives: 271 0.31%
+# False negatives: 24398 34.25%
+# TCR(l=50): 1.876911 SpamRecall: 65.745% SpamPrec: 99.425%