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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/02/01 05:30:57 UTC
svn commit: r1873464 [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=1873464&r1=1873463&r2=1873464&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Feb 1 05:30:56 2020
@@ -3,210 +3,210 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.618
+score AC_FROM_MANY_DOTS 2.726
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 0.632
-score ADVANCE_FEE_2_NEW_MONEY 1.967
-score ADVANCE_FEE_3_NEW 3.468
-score ADVANCE_FEE_3_NEW_MONEY 2.138
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.966
+score ADMITS_SPAM 0.623
+score ADVANCE_FEE_2_NEW_MONEY 1.850
+score ADVANCE_FEE_3_NEW 3.463
+score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.827
score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.329
-score AD_PREFS 0.500
-score ALIBABA_IMG_NOT_RCVD_ALI 0.608
-score AMAZON_IMG_NOT_RCVD_AMZN 2.242
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.326
+score AD_PREFS 0.499
+score ALIBABA_IMG_NOT_RCVD_ALI 0.230
+score AMAZON_IMG_NOT_RCVD_AMZN 2.054
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 3.649
-score BITCOIN_MALWARE 0.482
+score BITCOIN_EXTORT_01 3.390
+score BITCOIN_MALWARE 0.486
score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_02 0.001
-score BITCOIN_SPAM_03 1.417
+score BITCOIN_SPAM_03 1.422
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_07 2.951
-score BITCOIN_SPAM_09 1.268
-score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 2.488
-score BODY_SINGLE_WORD 2.464
-score BODY_URI_ONLY 0.999
-score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.830
+score BITCOIN_SPAM_07 2.571
+score BITCOIN_SPAM_09 1.499
+score BODY_EMPTY 1.226
+score BODY_SINGLE_URI 2.500
+score BODY_SINGLE_WORD 2.498
+score BODY_URI_ONLY 1.000
+score BOGUS_MSM_HDRS 2.787
score CANT_SEE_AD 2.499
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_96_Q 2.530
+score DATE_IN_FUTURE_96_Q 2.338
score DEAR_BENEFICIARY 0.001
score DKIMWL_BL 2.302
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DX_TEXT_03 2.800
-score EBAY_IMG_NOT_RCVD_EBAY 2.281
-score END_FUTURE_EMAILS 2.010
+score DX_TEXT_03 2.799
+score EBAY_IMG_NOT_RCVD_EBAY 1.142
+score END_FUTURE_EMAILS 1.399
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.799
+score FORGED_RELAY_MUA_TO_MX 3.752
score FORGED_SPF_HELO 1.999
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.984
-score FORM_FRAUD_5 0.001
+score FORM_FRAUD 1.000
+score FORM_FRAUD_3 0.610
+score FORM_FRAUD_5 0.297
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 0.438
-score FROM_ADDR_WS 0.762
+score FROM_2_EMAILS_SHORT 0.451
+score FROM_ADDR_WS 0.751
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 # force non-zero
-score FROM_GOV_SPOOF 0.001
+score FROM_GOV_DKIM_AU -0.001
+score FROM_GOV_SPOOF 0.061
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.766
+score FROM_MISSP_DYNIP 3.999
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.512
+score FROM_MISSP_FREEMAIL 1.510
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.705
-score FROM_MISSP_TO_UNDISC 2.391
-score FROM_MISSP_USER 0.001
+score FROM_MISSP_SPF_FAIL 1.703
+score FROM_MISSP_TO_UNDISC 0.696
+score FROM_MISSP_USER 0.001 # force non-zero
score FROM_MISSP_XPRIO 0.001
score FROM_NAME_EQ_TO_G_DRIVE 0.001
score FROM_NTLD_LINKBAIT 1.999
-score FROM_PAYPAL_SPOOF 0.001
+score FROM_PAYPAL_SPOOF 0.001 # force non-zero
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.762
-score FROM_WORDY 2.001
+score FROM_SUSPICIOUS_NTLD_FP 0.629
+score FROM_WORDY 1.260
score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 3.099
-score FSL_NEW_HELO_USER 1.391
-score FSL_THIS_IS_ADV 3.199
+score FSL_HELO_FAKE 1.797
+score FSL_NEW_HELO_USER 0.001
+score FSL_THIS_IS_ADV 3.200
score FUZZY_BITCOIN 3.899
score FUZZY_BTC_WALLET 0.001
-score FUZZY_CLICK_HERE 2.899
+score FUZZY_CLICK_HERE 2.999
score FUZZY_SECURITY 3.399
score FUZZY_WALLET 0.001
-score GB_BITCOIN_CP 2.192
-score GB_BITCOIN_NH 0.852
-score GB_FREEMAIL_DISPTO 0.042
-score GB_GOOGLE_OBFUR 0.194
-score GB_GOOGLE_OBFUS 0.749
+score GB_BITCOIN_CP 2.620
+score GB_BITCOIN_NH 1.112
+score GB_FREEMAIL_DISPTO 0.044
+score GB_GOOGLE_OBFUR 0.643
+score GB_GOOGLE_OBFUS 0.750
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.799
+score GOOG_REDIR_NORDNS 2.899
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.099
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.500
+score HDR_ORDER_FTSDMCXX_NORDNS 3.499
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.097
-score HOSTED_IMG_MULTI 2.215
+score HOSTED_IMG_DIRECT_MX 0.414
+score HOSTED_IMG_MULTI 0.976
score HTML_OFF_PAGE 1.074
-score HTML_SINGLET_MANY 2.118
-score HTML_TAG_BALANCE_CENTER 2.940
-score HTML_TEXT_INVISIBLE_STYLE 1.173
+score HTML_SINGLET_MANY 2.499
+score HTML_TAG_BALANCE_CENTER 2.939
+score HTML_TEXT_INVISIBLE_STYLE 1.186
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.280
-score KHOP_HELO_FCRDNS 0.276
+score KB_FORGED_MOZ4 2.698
+score KHOP_FAKE_EBAY 1.299
+score KHOP_HELO_FCRDNS 0.275
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.025
-score LONG_HEX_URI 2.668
-score LONG_IMG_URI 0.965
+score LIST_PRTL_SAME_USER 0.142
+score LONG_HEX_URI 2.771
+score LONG_IMG_URI 1.041
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.142
-score MALF_HTML_B64 3.154
-score MALWARE_NORDNS 0.001 # force non-zero
-score MAY_BE_FORGED 0.001 # force non-zero
+score MALFORMED_FREEMAIL 1.059
+score MALF_HTML_B64 2.995
+score MALWARE_NORDNS 0.001
+score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 2.599
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_ES 2.499
+score MIXED_ES 2.400
score MONEY_ATM_CARD 2.699
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.420
-score MONEY_FRAUD_3 0.067
+score MONEY_FORM_SHORT 1.238
+score MONEY_FRAUD_3 1.432
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.999
+score MONEY_FRAUD_8 3.099
score MONEY_FROM_41 1.999
-score NORDNS_LOW_CONTRAST 2.346
+score NORDNS_LOW_CONTRAST 2.338
score NO_FM_NAME_IP_HOSTN 1.840
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 2.106
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 0.859
+score OBFU_BITCOIN 1.124
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.999
-score PDS_BTC_NTLD 0.001
-score PDS_DBL_URL_ILLEGAL_CHARS 1.214
-score PDS_DBL_URL_TNB_RUNON 0.862
+score PDS_BTC_NTLD 1.256
+score PDS_DBL_URL_ILLEGAL_CHARS 0.310
+score PDS_DBL_URL_TNB_RUNON 0.871
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
-score PDS_FROM_2_EMAILS 1.460
+score PDS_FROM_2_EMAILS 1.448
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.843
+score PDS_OTHER_BAD_TLD 1.807
score PDS_PHPEXP_BOT 1.500
score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.499
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 0.665
+score PDS_SHORT_BOGUS_MSM_HDRS 0.719
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 1.740
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 2.499
score PP_MIME_FAKE_ASCII_TEXT 1.000
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RISK_FREE 0.461
-score SERGIO_SUBJECT_PORN014 3.500
-score SERGIO_SUBJECT_VIAGRA01 2.775
-score SHORTENER_SHORT_IMG 0.001
-score SHORT_BODY_G_DRIVE_DYN 1.160
-score SHORT_IMG_SUSP_NTLD 0.482
+score RISK_FREE 0.542
+score SERGIO_SUBJECT_PORN014 3.499
+score SERGIO_SUBJECT_VIAGRA01 0.001
+score SHORTENER_SHORT_IMG 1.881
+score SHORT_BODY_G_DRIVE_DYN 0.095
+score SHORT_IMG_SUSP_NTLD 0.405
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.749
+score SINGLETS_LOW_CONTRAST 0.372
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.680
-score SPOOFED_FREEM_REPTO 1.992
-score STATIC_XPRIO_OLE 0.636
-score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.397
+score SPOOFED_FREEMAIL_NO_RDNS 0.678
+score SPOOFED_FREEM_REPTO 1.997
+score STATIC_XPRIO_OLE 0.307
+score STOCK_LOW_CONTRAST 2.500
+score SUBJ_OBFU_PUNCT_FEW 0.750
+score SUBJ_OBFU_PUNCT_MANY 1.394
score THIS_AD 1.599
-score THIS_IS_ADV_SUSP_NTLD 1.072
+score THIS_IS_ADV_SUSP_NTLD 1.121
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.794
+score TO_EQ_FM_DIRECT_MX 2.320
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.564
-score TO_EQ_FM_DOM_SPF_FAIL 0.256
-score TO_EQ_FM_HTML_ONLY 0.700
-score TO_EQ_FM_SPF_FAIL 1.573
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 1.701
+score TO_EQ_FM_DOM_HTML_ONLY 0.463
+score TO_EQ_FM_DOM_SPF_FAIL 0.735
+score TO_EQ_FM_HTML_ONLY 0.685
+score TO_EQ_FM_SPF_FAIL 1.095
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.226
+score TO_NO_BRKTS_FROM_MSSP 1.708
score TO_NO_BRKTS_HTML_IMG 0.838
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.278
+score TO_NO_BRKTS_NORDNS_HTML 1.274
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.000
-score UPGRADE_MAILBOX 1.170
+score TVD_SPACE_RATIO_MINFP 1.999
+score UPGRADE_MAILBOX 1.181
score URI_BUFFLY 1.999
score URI_GOOGLE_PROXY 2.399
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.849
+score URI_ONLY_MSGID_MALF 1.896
+score URI_PHISH 3.293
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 1.786
+score XPRIO_SHORT_SUBJ 1.771
score XPRIO_URL_SHORTNER 0.999
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -229,6 +229,7 @@ score BITCOIN_SPAM_10 1.0
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BITCOIN_SPF_ONLYALL 1.000
+score BOGUS_MIME_VERSION 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
score BTC_ORG 1.000
@@ -282,7 +283,6 @@ score PDS_FRNOM_TODOM_NAKED_TO 1.0
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
-score PHP_ORIG_SCRIPT 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
@@ -298,7 +298,6 @@ score SPOOFED_FREEM_REPTO_RUS 1.0
score STOCK_TIP 1.000
score SUSPNTLD_EXPIRATION_EXTORT 1.000
score SYSADMIN 1.000
-score TEQF_USR_POLITE 1.000
score TO_NO_BRKTS_PCNT 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1873464&r1=1873463&r2=1873464&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Feb 1 05:30:56 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 720654 54.714% (99.577% of non-spam corpus)
-# Correctly spam: 433824 32.937% (73.106% of spam corpus)
-# False positives: 3059 0.232% (0.423% of nonspam, 73345 weighted)
-# False negatives: 159594 12.117% (26.894% of spam, 360034 weighted)
-# Average score for spam: 9.8 nonspam: 0.6
-# Average for false-pos: 5.8 false-neg: 2.3
-# TOTAL: 1317131 100.00%
+# Correctly non-spam: 723710 55.106% (99.596% of non-spam corpus)
+# Correctly spam: 436673 33.250% (74.434% of spam corpus)
+# False positives: 2937 0.224% (0.404% of nonspam, 69178 weighted)
+# False negatives: 149985 11.420% (25.566% of spam, 313055 weighted)
+# Average score for spam: 9.4 nonspam: 0.6
+# Average for false-pos: 5.8 false-neg: 2.1
+# TOTAL: 1313305 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 89806 99.51%
-# Correctly spam: 55110 74.37%
-# False positives: 438 0.49%
-# False negatives: 18994 25.63%
-# TCR(l=50): 1.812100 SpamRecall: 74.368% SpamPrec: 99.211%
+# Correctly non-spam: 90197 99.55%
+# Correctly spam: 54350 74.25%
+# False positives: 410 0.45%
+# False negatives: 18853 25.75%
+# TCR(l=50): 1.860163 SpamRecall: 74.246% SpamPrec: 99.251%
##### 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: 708785 97.94%
-# Correctly spam: 209019 35.22%
-# False positives: 14928 2.06%
-# False negatives: 384399 64.78%
-# TCR(l=50): 0.524778 SpamRecall: 35.223% SpamPrec: 93.334%
+# Correctly non-spam: 711924 97.97%
+# Correctly spam: 204242 34.81%
+# False positives: 14723 2.03%
+# False negatives: 382416 65.19%
+# TCR(l=50): 0.524473 SpamRecall: 34.814% SpamPrec: 93.276%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88360 97.91%
-# Correctly spam: 26213 35.37%
-# False positives: 1884 2.09%
-# False negatives: 47891 64.63%
-# TCR(l=50): 0.521525 SpamRecall: 35.373% SpamPrec: 93.295%
+# Correctly non-spam: 88819 98.03%
+# Correctly spam: 25587 34.95%
+# False positives: 1788 1.97%
+# False negatives: 47616 65.05%
+# TCR(l=50): 0.534266 SpamRecall: 34.953% SpamPrec: 93.468%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1873464&r1=1873463&r2=1873464&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Feb 1 05:30:56 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 709498 53.111% (99.190% of non-spam corpus)
-# Correctly spam: 542128 40.582% (87.359% of spam corpus)
-# False positives: 5795 0.434% (0.810% of nonspam, 382975 weighted)
-# False negatives: 78449 5.873% (12.641% of spam, 130485 weighted)
-# Average score for spam: 17.0 nonspam: -2.5
+# Correctly non-spam: 709530 53.116% (99.195% of non-spam corpus)
+# Correctly spam: 541949 40.571% (87.337% of spam corpus)
+# False positives: 5759 0.431% (0.805% of nonspam, 381796 weighted)
+# False negatives: 78575 5.882% (12.663% of spam, 131095 weighted)
+# Average score for spam: 17.0 nonspam: -2.6
# Average for false-pos: 7.6 false-neg: 1.7
-# TOTAL: 1335870 100.00%
+# TOTAL: 1335813 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88174 98.80%
-# Correctly spam: 67735 87.40%
-# False positives: 1069 1.20%
-# False negatives: 9761 12.60%
-# TCR(l=50): 1.225989 SpamRecall: 87.405% SpamPrec: 98.446%
+# Correctly non-spam: 88471 99.13%
+# Correctly spam: 67682 87.34%
+# False positives: 772 0.87%
+# False negatives: 9807 12.66%
+# TCR(l=50): 1.600781 SpamRecall: 87.344% SpamPrec: 98.872%
##### 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: 713214 99.71%
-# Correctly spam: 343782 55.40%
-# False positives: 2079 0.29%
-# False negatives: 276795 44.60%
-# TCR(l=50): 1.629902 SpamRecall: 55.397% SpamPrec: 99.399%
+# Correctly non-spam: 713200 99.71%
+# Correctly spam: 343723 55.39%
+# False positives: 2089 0.29%
+# False negatives: 276801 44.61%
+# TCR(l=50): 1.627600 SpamRecall: 55.392% SpamPrec: 99.396%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88983 99.71%
-# Correctly spam: 43050 55.55%
-# False positives: 260 0.29%
-# False negatives: 34446 44.45%
-# TCR(l=50): 1.633352 SpamRecall: 55.551% SpamPrec: 99.400%
+# Correctly non-spam: 88979 99.70%
+# Correctly spam: 42970 55.45%
+# False positives: 264 0.30%
+# False negatives: 34519 44.55%
+# TCR(l=50): 1.623861 SpamRecall: 55.453% SpamPrec: 99.389%