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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/09/10 06:08:39 UTC
svn commit: r1866719 [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=1866719&r1=1866718&r2=1866719&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Sep 10 06:08:38 2019
@@ -4,215 +4,214 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 1.538
-score AC_SPAMMY_URI_PATTERNS8 3.378
-score ADVANCE_FEE_2_NEW_MONEY 1.548
-score ADVANCE_FEE_3_NEW 3.469
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.216
+score AC_HTML_NONSENSE_TAGS 1.999
+score AC_SPAMMY_URI_PATTERNS8 2.059
+score ADVANCE_FEE_2_NEW_MONEY 1.845
+score ADVANCE_FEE_3_NEW 3.462
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.853
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 2.648
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.936
-score ADVANCE_FEE_4_NEW_MONEY 1.254
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.060
-score ADVANCE_FEE_5_NEW_MONEY 1.064
+score ADVANCE_FEE_4_NEW 2.651
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.567
+score ADVANCE_FEE_4_NEW_MONEY 1.251
+score ADVANCE_FEE_5_NEW 2.221
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.762
+score ADVANCE_FEE_5_NEW_MONEY 1.045
score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 1.222
+score AMAZON_IMG_NOT_RCVD_AMZN 1.600
score AXB_XMAILER_MIMEOLE_OL_024C2 4.299
-score BIGNUM_EMAILS 2.092
+score BIGNUM_EMAILS 1.112
score BITCOIN_EXTORT_01 4.999
-score BITCOIN_MALWARE 2.897
-score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_01 1.766
+score BITCOIN_MALWARE 3.001
+score BITCOIN_PAY_ME 3.000
+score BITCOIN_SPAM_01 1.761
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 1.701
-score BITCOIN_SPAM_06 0.001
+score BITCOIN_SPAM_05 0.819
+score BITCOIN_SPAM_06 1.071
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_08 0.001 # force non-zero
-score BITCOIN_SPAM_09 0.750
+score BITCOIN_SPAM_08 0.001
+score BITCOIN_SPAM_09 1.499
score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 2.500
-score BODY_SINGLE_WORD 0.711
-score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.972
+score BODY_SINGLE_URI 2.499
+score BODY_URI_ONLY 1.000
+score BOGUS_MSM_HDRS 2.984
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.250
score DATE_IN_FUTURE_96_Q 2.999
-score DEAR_BENEFICIARY 2.085
+score DEAR_BENEFICIARY 1.086
score DKIMWL_BL 2.999
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.609
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.830
score DX_TEXT_03 1.099
-score EBAY_IMG_NOT_RCVD_EBAY 2.371
-score END_FUTURE_EMAILS 2.350
+score EBAY_IMG_NOT_RCVD_EBAY 2.821
+score END_FUTURE_EMAILS 2.432
score FAKE_REPLY_A1 3.199
-score FILL_THIS_FORM 0.326
-score FORGED_RELAY_MUA_TO_MX 3.499
-score FORGED_SPF_HELO 1.098
+score FILL_THIS_FORM 0.321
+score FORGED_RELAY_MUA_TO_MX 3.500
+score FORGED_SPF_HELO 1.095
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 3.086
+score FORM_FRAUD_5 3.563
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
score FROMSPACE 0.001
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 1.715
+score FROM_ADDR_WS 1.764
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_GOV_SPOOF 0.001
score FROM_MISSPACED 1.999
-score FROM_MISSP_EH_MATCH 1.221
-score FROM_MISSP_FREEMAIL 1.016
-score FROM_MISSP_MSFT 2.893
-score FROM_MISSP_REPLYTO 1.393
+score FROM_MISSP_EH_MATCH 1.228
+score FROM_MISSP_FREEMAIL 0.511
+score FROM_MISSP_MSFT 0.907
+score FROM_MISSP_REPLYTO 1.894
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 0.142
-score FROM_MISSP_USER 2.509
+score FROM_MISSP_TO_UNDISC 1.337
+score FROM_MISSP_USER 1.333
score FROM_MISSP_XPRIO 2.499
score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NEWDOM_BTC 0.483
+score FROM_NEWDOM_BTC 1.551
score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.142
-score FSL_BULK_SIG 0.001
+score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_SUSPICIOUS_NTLD_FP 1.099
+score FSL_BULK_SIG 0.085
score FSL_CTYPE_WIN1251 4.199
-score FSL_HELO_FAKE 1.701
+score FSL_HELO_FAKE 1.697
score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 1.397
-score FUZZY_CLICK_HERE 2.073
+score FUZZY_CLICK_HERE 1.184
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.231
+score GB_BITCOIN_NH 1.227
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GB_LINKED_IMG_NOT_RCVD_LINK 2.499
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 0.001 # force non-zero
-score HELO_MISC_IP 0.001 # force non-zero
+score HEADER_FROM_DIFFERENT_DOMAINS 0.001
+score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 0.001
score HEXHASH_WORD 2.999
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.938
-score HK_RCVD_IP_MULTICAST 0.801
+score HK_RANDOM_REPLYTO 0.999
+score HK_RCVD_IP_MULTICAST 0.845
score HK_SCAM 1.999
score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 1.875
-score HOSTED_IMG_FREEM 0.578
-score HOSTED_IMG_MULTI 0.994
-score HTML_ENTITY_ASCII 2.950
-score HTML_OFF_PAGE 2.956
+score HOSTED_IMG_DIRECT_MX 2.671
+score HOSTED_IMG_FREEM 0.197
+score HOSTED_IMG_MULTI 1.711
+score HTML_ENTITY_ASCII 2.979
+score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_STYLE 2.037
+score HTML_TEXT_INVISIBLE_STYLE 2.198
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.535
+score KHOP_FAKE_EBAY 0.409
score KHOP_HELO_FCRDNS 0.399
score LIST_PRTL_SAME_USER 0.001
score LONG_HEX_URI 1.616
-score LONG_IMG_URI 0.710
+score LONG_IMG_URI 1.369
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 0.338
-score L_8BIT_MISMATCH 0.010
-score MAILER_EQ_ORG 0.720
-score MALFORMED_FREEMAIL 0.966
-score MALF_HTML_B64 2.510
-score MANY_SPAN_IN_TEXT 2.499
+score LOTTO_DEPT 0.001
+score L_8BIT_MISMATCH 0.009
+score MAILER_EQ_ORG 0.782
+score MALFORMED_FREEMAIL 0.944
+score MALF_HTML_B64 2.300
+score MANY_SPAN_IN_TEXT 2.599
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 1.179
-score MILLION_USD 0.001
+score MILLION_HUNDRED 1.075
+score MILLION_USD 0.123
score MIMEOLE_DIRECT_TO_MX 1.999
-score MONEY_ATM_CARD 2.800
-score MONEY_FORM 0.001
+score MONEY_ATM_CARD 2.799
+score MONEY_FORM 0.005
score MONEY_FORM_SHORT 2.499
-score MONEY_FRAUD_3 2.029
-score MONEY_FRAUD_5 2.820
+score MONEY_FRAUD_3 2.069
+score MONEY_FRAUD_5 2.841
score MONEY_FRAUD_8 3.099
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.050
+score MONEY_FROM_MISSP 1.488
score NEWEGG_IMG_NOT_RCVD_NEGG 2.499
-score NORDNS_LOW_CONTRAST 1.027
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 4.052
-score NSL_RCVD_HELO_USER 1.255
-score NUMBERONLY_BITCOIN_EXP 0.301
+score NORDNS_LOW_CONTRAST 1.023
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 1.413
+score NSL_RCVD_HELO_USER 0.001
+score NUMBERONLY_BITCOIN_EXP 0.150
score OBFU_BITCOIN 2.999
score OFFER_ONLY_AMERICA 1.999
-score PDS_BTC_HACKER 1.543
+score PDS_BTC_HACKER 1.684
score PDS_BTC_NTLD 1.999
score PDS_FROM_2_EMAILS 1.599
-score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 0.858
+score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_HELO_SPF_FAIL 0.001
score PDS_HP_HELO_NORDNS 0.001
score PDS_PHP_EVAL 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.831
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.854
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TO_EQ_FROM_NAME 0.001
-score PDS_X_PHP_WP_EXP 0.641
+score PDS_X_PHP_WP_EXP 0.554
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RATWARE_NO_RDNS 2.999
+score RATWARE_NO_RDNS 2.455
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.777
-score SEO_SUSP_NTLD 0.760
+score RDNS_NUM_TLD_XM 1.859
+score SEO_SUSP_NTLD 0.944
score SERGIO_SUBJECT_PORN014 3.499
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_SHORTNER 1.371
+score SHORT_SHORTNER 1.125
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.998
score SPOOFED_FREEMAIL_NO_RDNS 1.499
-score SPOOFED_FREEM_REPTO 1.999
-score SPOOFED_FREEM_REPTO_CHN 1.225
-score STATIC_XPRIO_OLE 0.827
-score STOCK_LOW_CONTRAST 0.010
+score SPOOFED_FREEM_REPTO 1.997
+score SPOOFED_FREEM_REPTO_CHN 0.001
+score STATIC_XPRIO_OLE 1.999
+score STOCK_LOW_CONTRAST 0.050
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 0.053
-score SUSPNTLD_EXPIRATION_EXTORT 1.999
-score THIS_AD 1.600
+score SUBJ_OBFU_PUNCT_MANY 0.044
+score SUSPNTLD_EXPIRATION_EXTORT 1.480
+score THIS_AD 1.553
score THIS_IS_ADV_SUSP_NTLD 1.499
score TO_EQ_FM_DIRECT_MX 2.499
-score TO_EQ_FM_DOM_HTML_IMG 0.001 # force non-zero
-score TO_EQ_FM_DOM_HTML_ONLY 0.579
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.710
-score TO_EQ_FM_SPF_FAIL 1.714
-score TO_IN_SUBJ 0.099
+score TO_EQ_FM_DOM_HTML_IMG 0.001
+score TO_EQ_FM_DOM_HTML_ONLY 0.772
+score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_HTML_ONLY 0.513
+score TO_EQ_FM_SPF_FAIL 1.957
+score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.993
+score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NO_BRKTS_HTML_IMG 1.994
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_APP_LOAN 2.035
-score TVD_IP_OCT 0.647
+score TVD_APP_LOAN 1.012
+score TVD_IP_OCT 1.676
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
-score TVD_SUBJ_FINGER_07 2.256
-score UNICODE_OBFU_ASC 2.499
+score TVD_SUBJ_FINGER_07 2.799
+score UNICODE_OBFU_ASC 2.500
score UNICODE_OBFU_DOM_NO_BODY 3.749
-score UNICODE_OBFU_ZW 2.427
-score UPGRADE_MAILBOX 1.469
+score UNICODE_OBFU_ZW 1.601
+score UPGRADE_MAILBOX 1.588
score URI_GOOGLE_PROXY 1.899
-score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 1.493
-score URI_PHISH 3.129
+score URI_IMG_WP_REDIR 1.970
+score URI_ONLY_MSGID_MALF 1.484
+score URI_PHISH 3.010
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 0.939
+score URI_TRY_3LD 0.937
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 1.000
-score ZW_OBFU_BITCOIN 2.289
+score XPRIO_URL_SHORTNER 0.999
+score ZW_OBFU_BITCOIN 2.062
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=1866719&r1=1866718&r2=1866719&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Sep 10 06:08:38 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 540306 32.987% (99.710% of non-spam corpus)
-# Correctly spam: 934395 57.047% (85.251% of spam corpus)
-# False positives: 1571 0.096% (0.290% of nonspam, 95265 weighted)
-# False negatives: 161655 9.869% (14.749% of spam, 403285 weighted)
+# Correctly non-spam: 540582 32.471% (99.705% of non-spam corpus)
+# Correctly spam: 959563 57.638% (85.475% of spam corpus)
+# False positives: 1598 0.096% (0.295% of nonspam, 98431 weighted)
+# False negatives: 163059 9.794% (14.525% of spam, 407431 weighted)
# Average score for spam: 13.6 nonspam: 0.6
-# Average for false-pos: 6.0 false-neg: 2.5
-# TOTAL: 1637927 100.00%
+# Average for false-pos: 5.9 false-neg: 2.5
+# TOTAL: 1664802 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 67423 99.62%
-# Correctly spam: 116510 85.20%
-# False positives: 254 0.38%
-# False negatives: 20234 14.80%
-# TCR(l=50): 4.152062 SpamRecall: 85.203% SpamPrec: 99.782%
+# Correctly non-spam: 67481 99.65%
+# Correctly spam: 119731 85.48%
+# False positives: 238 0.35%
+# False negatives: 20342 14.52%
+# TCR(l=50): 4.344427 SpamRecall: 85.478% SpamPrec: 99.802%
##### 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: 527747 97.39%
-# Correctly spam: 512581 46.77%
-# False positives: 14130 2.61%
-# False negatives: 583469 53.23%
-# TCR(l=50): 0.849672 SpamRecall: 46.766% SpamPrec: 97.317%
+# Correctly non-spam: 528047 97.39%
+# Correctly spam: 519565 46.28%
+# False positives: 14133 2.61%
+# False negatives: 603057 53.72%
+# TCR(l=50): 0.857155 SpamRecall: 46.281% SpamPrec: 97.352%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 65902 97.38%
-# Correctly spam: 63959 46.77%
-# False positives: 1775 2.62%
-# False negatives: 72785 53.23%
-# TCR(l=50): 0.846529 SpamRecall: 46.773% SpamPrec: 97.300%
+# Correctly non-spam: 66003 97.47%
+# Correctly spam: 64861 46.31%
+# False positives: 1716 2.53%
+# False negatives: 75212 53.69%
+# TCR(l=50): 0.869954 SpamRecall: 46.305% SpamPrec: 97.423%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1866719&r1=1866718&r2=1866719&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Sep 10 06:08:38 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 565840 35.416% (99.885% of non-spam corpus)
-# Correctly spam: 959623 60.063% (93.059% of spam corpus)
-# False positives: 653 0.041% (0.115% of nonspam, 77004 weighted)
-# False negatives: 71570 4.480% (6.941% of spam, 139753 weighted)
+# Correctly non-spam: 565850 35.418% (99.886% of non-spam corpus)
+# Correctly spam: 959571 60.063% (93.061% of spam corpus)
+# False positives: 643 0.040% (0.114% of nonspam, 76174 weighted)
+# False negatives: 71550 4.479% (6.939% of spam, 139467 weighted)
# Average score for spam: 17.4 nonspam: -2.3
-# Average for false-pos: 6.5 false-neg: 2.0
-# TOTAL: 1597686 100.00%
+# Average for false-pos: 6.5 false-neg: 1.9
+# TOTAL: 1597614 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 70643 99.88%
-# Correctly spam: 119668 92.98%
+# Correctly spam: 119638 92.97%
# False positives: 82 0.12%
-# False negatives: 9029 7.02%
-# TCR(l=50): 9.802498 SpamRecall: 92.984% SpamPrec: 99.932%
+# False negatives: 9051 7.03%
+# TCR(l=50): 9.785492 SpamRecall: 92.967% SpamPrec: 99.932%
##### 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: 564448 99.64%
-# Correctly spam: 780570 75.70%
+# Correctly spam: 780583 75.70%
# False positives: 2045 0.36%
-# False negatives: 250623 24.30%
-# TCR(l=50): 2.922278 SpamRecall: 75.696% SpamPrec: 99.739%
+# False negatives: 250538 24.30%
+# TCR(l=50): 2.922778 SpamRecall: 75.702% SpamPrec: 99.739%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 70505 99.69%
-# Correctly spam: 97135 75.48%
+# Correctly spam: 97188 75.52%
# False positives: 220 0.31%
-# False negatives: 31562 24.52%
-# TCR(l=50): 3.023754 SpamRecall: 75.476% SpamPrec: 99.774%
+# False negatives: 31501 24.48%
+# TCR(l=50): 3.027905 SpamRecall: 75.522% SpamPrec: 99.774%