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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/04/08 06:41:44 UTC
svn commit: r1876270 [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=1876270&r1=1876269&r2=1876270&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Apr 8 06:41:44 2020
@@ -5,53 +5,53 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 0.001
score ADMITS_SPAM 1.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.469
-score ADVANCE_FEE_3_NEW_MONEY 0.416
-score ADVANCE_FEE_4_NEW 2.151
-score ADVANCE_FEE_4_NEW_MONEY 2.800
+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_4_NEW_MONEY 2.799
score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.834
+score AMAZON_IMG_NOT_RCVD_AMZN 1.835
score AXB_XMAILER_MIMEOLE_OL_024C2 1.072
-score BITCOIN_EXTORT_01 1.870
-score BITCOIN_PAY_ME 2.686
-score BITCOIN_SPAM_01 1.273
+score BITCOIN_EXTORT_01 1.738
+score BITCOIN_PAY_ME 2.841
+score BITCOIN_SPAM_01 1.268
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_04 1.499
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_06 0.463
+score BITCOIN_SPAM_06 0.328
score BITCOIN_SPAM_07 0.001
-score BITCOIN_SPAM_09 0.001
-score BODY_EMPTY 1.710
-score BODY_SINGLE_URI 2.306
+score BITCOIN_SPAM_09 0.627
+score BODY_EMPTY 1.701
+score BODY_SINGLE_URI 2.299
score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 0.659
-score CK_HELO_DYNAMIC_SPLIT_IP 1.133
+score BOGUS_MSM_HDRS 2.462
+score CK_HELO_DYNAMIC_SPLIT_IP 1.132
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.999
-score DATE_DOTS 1.155
-score DKIMWL_BL 3.000
+score DATE_DOTS 0.270
+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 DX_TEXT_03 0.800
+score DX_TEXT_03 0.799
score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.412
-score FORGED_SPF_HELO 1.942
-score FORM_FRAUD_5 0.221
-score FOUND_YOU 3.249
+score FORGED_RELAY_MUA_TO_MX 3.403
+score FORGED_SPF_HELO 1.943
+score FORM_FRAUD_5 0.223
+score FOUND_YOU 3.250
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 0.001
+score FROM_2_EMAILS_SHORT 0.001 # force non-zero
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
+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 2.580
+score FROM_MISSP_DYNIP 2.571
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
@@ -59,153 +59,152 @@ score FROM_MISSP_REPLYTO 0.0
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
-score FROM_NEWDOM_BTC 1.999
-score FROM_NTLD_REPLY_FREEMAIL 0.001
-score FROM_PAYPAL_SPOOF 0.001 # force non-zero
+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_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.224
-score FSL_BULK_SIG 0.001
+score FROM_SUSPICIOUS_NTLD_FP 0.156
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 0.091
+score FSL_HELO_FAKE 0.089
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 0.001
-score FUZZY_BROWSER 2.799
-score FUZZY_IMPORTANT 2.712
-score FUZZY_SECURITY 1.877
+score FUZZY_BITCOIN 0.133
+score FUZZY_BROWSER 2.899
+score FUZZY_IMPORTANT 2.192
+score FUZZY_SECURITY 1.250
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.919
-score GB_FREEMAIL_DISPTO 0.001
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUR 0.749
-score GB_GOOGLE_OBFUS 0.750
-score GB_GOOG_IMG_NOT_RCVD_GOOG 2.500
-score GB_MONERO_CP 0.798
-score GOOG_REDIR_NORDNS 2.699
+score GB_BITCOIN_NH 2.999
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_GOOGLE_OBFUR 0.410
+score GB_GOOGLE_OBFUS 0.749
+score GB_GOOG_IMG_NOT_RCVD_GOOG 2.499
+score GB_MONERO_CP 1.533
+score GOOG_REDIR_NORDNS 2.799
score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.648
+score HDRS_LCASE_IMGONLY 0.099
+score HDR_ORDER_FTSDMCXX_DIRECT 1.641
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 0.001 # force non-zero
+score HELO_NO_DOMAIN 0.001
score HEXHASH_WORD 2.999
-score HK_GOLDDUST 2.750
-score HK_NAME_FROM 0.309
+score HK_GOLDDUST 2.748
+score HK_NAME_FROM 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.402
-score HK_SCAM 1.488
-score HOSTED_IMG_DIRECT_MX 2.932
+score HK_RCVD_IP_MULTICAST 0.106
+score HK_SCAM 1.431
+score HOSTED_IMG_DIRECT_MX 1.943
score HOSTED_IMG_FREEM 0.001
-score HTML_OFF_PAGE 0.401
-score HTML_SINGLET_MANY 0.988
-score HTML_TEXT_INVISIBLE_STYLE 1.698
+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 4.160
-score KHOP_FAKE_EBAY 0.297
-score KHOP_HELO_FCRDNS 0.274
-score LIST_PRTL_SAME_USER 2.032
-score LITECOIN_EXTORT_01 1.673
+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 0.970
+score LONG_IMG_URI 0.975
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.867
-score MALF_HTML_B64 2.917
-score MALWARE_NORDNS 0.939
-score MALWARE_PASSWORD 2.684
+score MALFORMED_FREEMAIL 1.864
+score MALF_HTML_B64 2.916
+score MALWARE_NORDNS 0.814
+score MALWARE_PASSWORD 3.499
score MANY_SPAN_IN_TEXT 2.799
-score MAY_BE_FORGED 1.497
+score MAY_BE_FORGED 1.496
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIXED_ES 2.596
-score MONERO_EXTORT_01 1.734
-score MONEY_FORM_SHORT 0.059
-score MONEY_FRAUD_3 0.922
+score MONERO_EXTORT_01 2.233
+score MONEY_FORM_SHORT 0.001 # force non-zero
+score MONEY_FRAUD_3 0.979
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FROM_MISSP 0.204
+score MONEY_FROM_MISSP 0.200
score MSM_PRIO_REPTO 2.499
-score NORDNS_LOW_CONTRAST 2.013
+score NORDNS_LOW_CONTRAST 1.948
score NO_FM_NAME_IP_HOSTN 2.142
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.717
-score NUMBERONLY_BITCOIN_EXP 0.791
+score NSL_RCVD_HELO_USER 0.484
+score NUMBERONLY_BITCOIN_EXP 1.670
score OBFU_BITCOIN 0.001
-score PDS_BTC_ID 0.500
+score PDS_BTC_ID 0.499
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 0.767
-score PDS_FROM_2_EMAILS 0.305
-score PDS_FROM_NAME_TO_DOMAIN 0.882
+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_HELO_SPF_FAIL 1.999
-score PDS_HP_HELO_NORDNS 0.096
+score PDS_HP_HELO_NORDNS 0.097
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_OTHER_BAD_TLD 1.999
+score PDS_OTHER_BAD_TLD 2.000
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 1.163
-score PDS_TINYSUBJ_URISHRT 1.283
+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 0.932
+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 PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
+score PP_MIME_FAKE_ASCII_TEXT 0.001
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_ATCHNX 0.373
-score RDNS_NUM_TLD_XM 2.999
-score RISK_FREE 0.658
+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 SCRIPT_GIBBERISH 3.099
-score SERGIO_SUBJECT_PORN014 2.692
-score SERGIO_SUBJECT_VIAGRA01 1.504
+score SERGIO_SUBJECT_PORN014 2.693
+score SERGIO_SUBJECT_VIAGRA01 1.501
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 # force non-zero
+score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.901
+score SPOOFED_FREEMAIL_NO_RDNS 0.900
score SPOOFED_FREEM_REPTO 1.997
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 0.745
-score THIS_AD 0.580
-score THIS_IS_ADV_SUSP_NTLD 0.671
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.679
+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 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
+score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
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 2.261
-score TO_NO_BRKTS_FROM_MSSP 2.500
-score TO_NO_BRKTS_HTML_IMG 0.926
+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_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 0.093
+score TO_NO_BRKTS_NORDNS_HTML 0.151
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.175
+score TVD_SPACE_RATIO_MINFP 2.173
score UNICODE_OBFU_ASC 2.499
-score UNICODE_OBFU_ZW 2.287
-score UPGRADE_MAILBOX 1.508
-score URI_BUFFLY 0.256
+score UNICODE_OBFU_ZW 2.780
+score UPGRADE_MAILBOX 1.575
+score URI_BUFFLY 0.288
score URI_GOOGLE_PROXY 2.499
-score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 1.966
-score URI_PHISH 3.098
+score URI_IMG_WP_REDIR 3.000
+score URI_ONLY_MSGID_MALF 1.553
+score URI_PHISH 3.099
score URI_PHP_REDIR 3.500
-score URI_TRY_3LD 1.617
+score URI_TRY_3LD 1.623
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 0.420
+score XPRIO_SHORT_SUBJ 0.423
score XPRIO_URL_SHORTNER 0.999
-score ZW_OBFU_BITCOIN 0.399
+score ZW_OBFU_BITCOIN 1.624
score AC_BR_BONANZA 0.001
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -258,6 +257,7 @@ 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=1876270&r1=1876269&r2=1876270&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Apr 8 06:41:44 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 839431 45.601% (99.654% of non-spam corpus)
-# Correctly spam: 805430 43.754% (80.665% of spam corpus)
-# False positives: 2914 0.158% (0.346% of nonspam, 100600 weighted)
-# False negatives: 193055 10.487% (19.335% of spam, 450880 weighted)
-# Average score for spam: 8.9 nonspam: 0.6
-# Average for false-pos: 5.8 false-neg: 2.3
-# TOTAL: 1840830 100.00%
+# 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%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 104544 99.58%
-# Correctly spam: 100735 80.84%
-# False positives: 445 0.42%
-# False negatives: 23873 19.16%
-# TCR(l=50): 2.701646 SpamRecall: 80.842% SpamPrec: 99.560%
+# 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%
##### 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: 824898 97.93%
-# Correctly spam: 619440 62.04%
-# False positives: 17447 2.07%
-# False negatives: 379045 37.96%
-# TCR(l=50): 0.797898 SpamRecall: 62.038% SpamPrec: 97.261%
+# 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%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 102831 97.94%
-# Correctly spam: 77362 62.08%
-# False positives: 2158 2.06%
-# False negatives: 47246 37.92%
-# TCR(l=50): 0.803166 SpamRecall: 62.084% SpamPrec: 97.286%
+# 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%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1876270&r1=1876269&r2=1876270&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Apr 8 06:41:44 2020
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 844817 42.021% (99.283% of non-spam corpus)
-# Correctly spam: 1051903 52.322% (90.717% of spam corpus)
-# False positives: 6098 0.303% (0.717% of nonspam, 579496 weighted)
-# False negatives: 107637 5.354% (9.283% of spam, 237545 weighted)
-# Average score for spam: 15.4 nonspam: -2.5
+# 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
# Average for false-pos: 7.0 false-neg: 2.2
-# TOTAL: 2010455 100.00%
+# TOTAL: 2010405 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 105338 99.28%
-# Correctly spam: 131343 90.75%
-# False positives: 759 0.72%
-# False negatives: 13393 9.25%
-# TCR(l=50): 2.819002 SpamRecall: 90.747% SpamPrec: 99.425%
+# 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%
##### 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: 845724 99.39%
-# Correctly spam: 823214 70.99%
+# Correctly spam: 823038 70.98%
# False positives: 5191 0.61%
-# False negatives: 336326 29.01%
-# TCR(l=50): 1.945942 SpamRecall: 70.995% SpamPrec: 99.373%
+# False negatives: 336452 29.02%
+# TCR(l=50): 1.945446 SpamRecall: 70.983% SpamPrec: 99.373%
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: 102817 71.04%
+# Correctly spam: 102858 71.07%
# False positives: 711 0.67%
-# False negatives: 41919 28.96%
-# TCR(l=50): 1.868309 SpamRecall: 71.038% SpamPrec: 99.313%
+# False negatives: 41873 28.93%
+# TCR(l=50): 1.869354 SpamRecall: 71.068% SpamPrec: 99.314%