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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/04/09 06:21:34 UTC
svn commit: r1876310 [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=1876310&r1=1876309&r2=1876310&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Apr 9 06:21:33 2020
@@ -3,208 +3,209 @@
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
-score ADMITS_SPAM 1.001
+score ADMITS_SPAM 0.843
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.463
-score ADVANCE_FEE_3_NEW_MONEY 0.414
-score ADVANCE_FEE_4_NEW 2.153
+score ADVANCE_FEE_3_NEW_MONEY 0.135
+score ADVANCE_FEE_4_NEW 1.097
score ADVANCE_FEE_4_NEW_MONEY 2.799
-score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.835
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.072
-score BITCOIN_EXTORT_01 1.738
-score BITCOIN_PAY_ME 2.841
-score BITCOIN_SPAM_01 1.268
+score AD_PREFS 0.500
+score AMAZON_IMG_NOT_RCVD_AMZN 1.832
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.092
+score BITCOIN_EXTORT_01 1.411
+score BITCOIN_PAY_ME 2.999
+score BITCOIN_SPAM_01 1.269
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_03 2.500
score BITCOIN_SPAM_04 1.499
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_06 0.328
+score BITCOIN_SPAM_06 0.456
score BITCOIN_SPAM_07 0.001
-score BITCOIN_SPAM_09 0.627
-score BODY_EMPTY 1.701
-score BODY_SINGLE_URI 2.299
-score BODY_SINGLE_WORD 0.001
+score BITCOIN_SPAM_09 1.133
+score BODY_EMPTY 1.714
+score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_WORD 0.157
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.462
-score CK_HELO_DYNAMIC_SPLIT_IP 1.132
-score CK_HELO_GENERIC 0.249
+score BOGUS_MSM_HDRS 2.854
+score CK_HELO_DYNAMIC_SPLIT_IP 1.127
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.999
-score DATE_DOTS 0.270
-score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
+score DATE_DOTS 1.572
+score DKIMWL_BL 3.000
+score DKIMWL_WL_HIGH -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 0.799
score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.403
-score FORGED_SPF_HELO 1.943
-score FORM_FRAUD_5 0.223
+score FORGED_RELAY_MUA_TO_MX 3.388
+score FORGED_SPF_HELO 1.906
+score FORM_FRAUD_5 0.227
score FOUND_YOU 3.250
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 0.001 # force non-zero
-score FROM_ADDR_WS 2.999
+score FROM_2_EMAILS_SHORT 0.001
+score FROM_ADDR_WS 2.733
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 0.001
-score FROM_MISSP_DYNIP 2.571
+score FROM_MISSP_DYNIP 3.370
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.001 # force non-zero
-score FROM_NEWDOM_BTC 1.839
-score FROM_NTLD_REPLY_FREEMAIL 0.559
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_NAME_EQ_TO_G_DRIVE 0.001
+score FROM_NEWDOM_BTC 1.218
+score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.156
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_SUSPICIOUS_NTLD_FP 0.160
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 0.089
+score FSL_HELO_FAKE 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 0.133
+score FUZZY_BITCOIN 0.418
score FUZZY_BROWSER 2.899
-score FUZZY_IMPORTANT 2.192
-score FUZZY_SECURITY 1.250
+score FUZZY_IMPORTANT 2.772
+score FUZZY_SECURITY 0.786
score GB_BITCOIN_CP 2.999
score GB_BITCOIN_NH 2.999
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_GOOGLE_OBFUR 0.410
+score GB_FREEMAIL_DISPTO 0.001
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GB_GOOGLE_OBFUR 0.749
score GB_GOOGLE_OBFUS 0.749
score GB_GOOG_IMG_NOT_RCVD_GOOG 2.499
-score GB_MONERO_CP 1.533
+score GB_MONERO_CP 0.001
score GOOG_REDIR_NORDNS 2.799
-score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.641
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.100
+score HDR_ORDER_FTSDMCXX_DIRECT 1.642
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.249
score HELO_NO_DOMAIN 0.001
score HEXHASH_WORD 2.999
-score HK_GOLDDUST 2.748
-score HK_NAME_FROM 0.999
+score HK_GOLDDUST 2.751
+score HK_NAME_FROM 0.986
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.106
-score HK_SCAM 1.431
-score HOSTED_IMG_DIRECT_MX 1.943
+score HK_RCVD_IP_MULTICAST 0.001
+score HK_SCAM 1.244
+score HOSTED_IMG_DIRECT_MX 3.252
score HOSTED_IMG_FREEM 0.001
-score HTML_OFF_PAGE 0.468
-score HTML_SINGLET_MANY 0.982
-score HTML_TEXT_INVISIBLE_STYLE 1.763
-score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 4.157
-score KHOP_FAKE_EBAY 0.054
-score KHOP_HELO_FCRDNS 0.275
-score LIST_PRTL_SAME_USER 1.524
-score LITECOIN_EXTORT_01 3.222
-score LONG_HEX_URI 1.614
-score LONG_IMG_URI 0.975
+score HTML_OFF_PAGE 0.465
+score HTML_SINGLET_MANY 0.985
+score HTML_TEXT_INVISIBLE_STYLE 1.734
+score IMG_ONLY_FM_DOM_INFO 2.254
+score KB_FORGED_MOZ4 4.161
+score KHOP_FAKE_EBAY 0.859
+score KHOP_HELO_FCRDNS 0.276
+score LIST_PRTL_SAME_USER 0.849
+score LITECOIN_EXTORT_01 0.754
+score LONG_HEX_URI 1.613
+score LONG_IMG_URI 0.972
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.864
-score MALF_HTML_B64 2.916
-score MALWARE_NORDNS 0.814
+score MALFORMED_FREEMAIL 1.829
+score MALF_HTML_B64 3.152
+score MALWARE_NORDNS 2.292
score MALWARE_PASSWORD 3.499
score MANY_SPAN_IN_TEXT 2.799
score MAY_BE_FORGED 1.496
-score MILLION_HUNDRED 0.001
+score MILLION_HUNDRED 0.637
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 2.596
-score MONERO_EXTORT_01 2.233
+score MIXED_ES 2.600
+score MONERO_EXTORT_01 2.871
score MONEY_FORM_SHORT 0.001 # force non-zero
-score MONEY_FRAUD_3 0.979
+score MONEY_FRAUD_3 0.522
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FROM_MISSP 0.200
-score MSM_PRIO_REPTO 2.499
-score NORDNS_LOW_CONTRAST 1.948
-score NO_FM_NAME_IP_HOSTN 2.142
+score MONEY_FROM_MISSP 0.001
+score MSM_PRIO_REPTO 0.001 # force non-zero
+score NORDNS_LOW_CONTRAST 1.983
+score NO_FM_NAME_IP_HOSTN 2.154
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.484
-score NUMBERONLY_BITCOIN_EXP 1.670
+score NSL_RCVD_HELO_USER 2.515
+score NUMBERONLY_BITCOIN_EXP 1.817
score OBFU_BITCOIN 0.001
-score PDS_BTC_ID 0.499
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.999
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.495
-score PDS_FROM_2_EMAILS 0.289
-score PDS_FROM_NAME_TO_DOMAIN 0.905
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS 0.313
+score PDS_FROM_NAME_TO_DOMAIN 0.797
score PDS_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.097
+score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_OTHER_BAD_TLD 2.000
+score PDS_OTHER_BAD_TLD 1.999
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 1.294
-score PDS_TINYSUBJ_URISHRT 1.279
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 0.934
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
+score PDS_SHORT_BOGUS_MSM_HDRS 1.784
+score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 0.970
+score PDS_TONAME_EQ_TOLOCAL_SHORT 2.000
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 0.426
-score RDNS_NUM_TLD_XM 3.000
-score RISK_FREE 0.715
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RDNS_NUM_TLD_ATCHNX 0.049
+score RDNS_NUM_TLD_XM 2.999
+score RISK_FREE 0.711
score SCRIPT_GIBBERISH 3.099
-score SERGIO_SUBJECT_PORN014 2.693
-score SERGIO_SUBJECT_VIAGRA01 1.501
+score SERGIO_SUBJECT_PORN014 2.690
+score SERGIO_SUBJECT_VIAGRA01 1.503
score SHOPIFY_IMG_NOT_RCVD_SFY 1.640
score SHORT_IMG_SUSP_NTLD 1.499
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001
+score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.900
-score SPOOFED_FREEM_REPTO 1.997
+score SPOOFED_FREEM_REPTO 1.998
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 0.757
-score THIS_AD 0.588
-score THIS_IS_ADV_SUSP_NTLD 1.036
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.973
+score SUBJ_OBFU_PUNCT_MANY 0.781
+score THIS_AD 0.001
+score THIS_IS_ADV_SUSP_NTLD 1.014
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.822
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 0.001
score TO_EQ_FM_DOM_HTML_ONLY 1.299
-score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_HTML_ONLY 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.258
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.839
+score TO_NAME_SUBJ_NO_RDNS 2.260
+score TO_NO_BRKTS_FROM_MSSP 1.673
+score TO_NO_BRKTS_HTML_IMG 0.336
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 0.151
+score TO_NO_BRKTS_NORDNS_HTML 0.087
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.173
+score TVD_SPACE_RATIO_MINFP 2.401
score UNICODE_OBFU_ASC 2.499
-score UNICODE_OBFU_ZW 2.780
-score UPGRADE_MAILBOX 1.575
-score URI_BUFFLY 0.288
+score UNICODE_OBFU_ZW 1.433
+score UPGRADE_MAILBOX 0.001
+score URI_BUFFLY 0.661
score URI_GOOGLE_PROXY 2.499
-score URI_IMG_WP_REDIR 3.000
-score URI_ONLY_MSGID_MALF 1.553
+score URI_IMG_WP_REDIR 2.999
+score URI_ONLY_MSGID_MALF 1.196
score URI_PHISH 3.099
-score URI_PHP_REDIR 3.500
-score URI_TRY_3LD 1.623
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 1.639
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 0.423
-score XPRIO_URL_SHORTNER 0.999
-score ZW_OBFU_BITCOIN 1.624
+score URI_WP_HACKED 3.500
+score URI_WP_HACKED_2 2.500
+score XPRIO_SHORT_SUBJ 0.001
+score XPRIO_URL_SHORTNER 1.000
+score ZW_OBFU_BITCOIN 0.543
score AC_BR_BONANZA 0.001
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -257,7 +258,6 @@ score FROM_WORDY 1.0
score FROM_WORDY_SHORT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_LINKED_IMG_NOT_RCVD_LINK 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1876310&r1=1876309&r2=1876310&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Apr 9 06:21:33 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 852394 47.086% (99.478% of non-spam corpus)
-# Correctly spam: 774098 42.761% (81.192% of spam corpus)
-# False positives: 4472 0.247% (0.522% of nonspam, 139017 weighted)
-# False negatives: 179316 9.905% (18.808% of spam, 384766 weighted)
-# Average score for spam: 8.8 nonspam: 0.6
-# Average for false-pos: 5.6 false-neg: 2.1
-# TOTAL: 1810280 100.00%
+# Correctly non-spam: 745772 45.094% (99.666% of non-spam corpus)
+# Correctly spam: 714935 43.229% (78.951% of spam corpus)
+# False positives: 2501 0.151% (0.334% of nonspam, 90029 weighted)
+# False negatives: 190608 11.525% (21.049% of spam, 443706 weighted)
+# Average score for spam: 8.9 nonspam: 0.6
+# Average for false-pos: 5.9 false-neg: 2.3
+# TOTAL: 1653816 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 106309 99.47%
-# Correctly spam: 96680 81.20%
-# False positives: 570 0.53%
-# False negatives: 22380 18.80%
-# TCR(l=50): 2.340016 SpamRecall: 81.203% SpamPrec: 99.414%
+# Correctly non-spam: 92789 99.42%
+# Correctly spam: 91036 80.54%
+# False positives: 537 0.58%
+# False negatives: 22000 19.46%
+# TCR(l=50): 2.313941 SpamRecall: 80.537% SpamPrec: 99.414%
##### 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: 839497 97.97%
-# Correctly spam: 581775 61.02%
-# False positives: 17369 2.03%
-# False negatives: 371639 38.98%
-# TCR(l=50): 0.768827 SpamRecall: 61.020% SpamPrec: 97.101%
+# Correctly non-spam: 733613 98.04%
+# Correctly spam: 539652 59.59%
+# False positives: 14660 1.96%
+# False negatives: 365891 40.41%
+# TCR(l=50): 0.824052 SpamRecall: 59.594% SpamPrec: 97.355%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 104655 97.92%
-# Correctly spam: 72687 61.05%
-# False positives: 2224 2.08%
-# False negatives: 46373 38.95%
-# TCR(l=50): 0.755586 SpamRecall: 61.051% SpamPrec: 97.031%
+# Correctly non-spam: 91480 98.02%
+# Correctly spam: 67214 59.46%
+# False positives: 1846 1.98%
+# False negatives: 45822 40.54%
+# TCR(l=50): 0.818378 SpamRecall: 59.462% SpamPrec: 97.327%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1876310&r1=1876309&r2=1876310&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Apr 9 06:21:33 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 844835 42.023% (99.285% of non-spam corpus)
-# Correctly spam: 1051527 52.304% (90.689% of spam corpus)
-# False positives: 6080 0.302% (0.715% of nonspam, 578134 weighted)
-# False negatives: 107963 5.370% (9.311% of spam, 239121 weighted)
-# Average score for spam: 15.6 nonspam: -2.5
+# Correctly non-spam: 844804 42.023% (99.282% of non-spam corpus)
+# Correctly spam: 1051057 52.282% (90.652% of spam corpus)
+# False positives: 6108 0.304% (0.718% of nonspam, 580885 weighted)
+# False negatives: 108382 5.391% (9.348% of spam, 241007 weighted)
+# Average score for spam: 15.7 nonspam: -2.5
# Average for false-pos: 7.0 false-neg: 2.2
-# TOTAL: 2010405 100.00%
+# TOTAL: 2010351 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 105346 99.29%
-# Correctly spam: 131348 90.75%
-# False positives: 751 0.71%
-# False negatives: 13383 9.25%
-# TCR(l=50): 2.841596 SpamRecall: 90.753% SpamPrec: 99.431%
+# Correctly non-spam: 104484 98.48%
+# Correctly spam: 131331 90.75%
+# False positives: 1613 1.52%
+# False negatives: 13392 9.25%
+# TCR(l=50): 1.538919 SpamRecall: 90.746% SpamPrec: 98.787%
##### 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: 845724 99.39%
-# Correctly spam: 823038 70.98%
-# False positives: 5191 0.61%
-# False negatives: 336452 29.02%
-# TCR(l=50): 1.945446 SpamRecall: 70.983% SpamPrec: 99.373%
+# Correctly non-spam: 845691 99.39%
+# Correctly spam: 822876 70.97%
+# False positives: 5221 0.61%
+# False negatives: 336563 29.03%
+# TCR(l=50): 1.940117 SpamRecall: 70.972% SpamPrec: 99.370%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 105386 99.33%
-# Correctly spam: 102858 71.07%
-# False positives: 711 0.67%
-# False negatives: 41873 28.93%
-# TCR(l=50): 1.869354 SpamRecall: 71.068% SpamPrec: 99.314%
+# Correctly non-spam: 105430 99.37%
+# Correctly spam: 102944 71.13%
+# False positives: 667 0.63%
+# False negatives: 41779 28.87%
+# TCR(l=50): 1.926327 SpamRecall: 71.132% SpamPrec: 99.356%