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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2021/11/06 02:49:40 UTC
svn commit: r1894769 [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=1894769&r1=1894768&r2=1894769&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Nov 6 02:49:39 2021
@@ -1,46 +1,46 @@
# Using score set 1 logs for revision 1894630 from:
# ham-net-darxus.r1894630.log ham-net-ena-week0.r1894630.log ham-net-ena-week1.r1894630.log ham-net-ena-week2.r1894630.log ham-net-ena-week3.r1894630.log ham-net-ena-week4.r1894630.log ham-net-giovanni-ham.r1894630.log ham-net-giovanni-spammy.r1894630.log ham-net-giovanni-spam.r1894630.log ham-net-grenier.r1894630.log ham-net-hege.r1894630.log ham-net-jhardin.r1894630.log ham-net-llanga.r1894630.log ham-net-mmiroslaw-mails-ham.r1894630.log ham-net-mmiroslaw-mails-spam.r1894630.log ham-net-pds.r1894630.log ham-net-spamsponge.r1894630.log ham-net-thendrikx.r1894630.log spam-net-darxus.r1894630.log spam-net-ena-week0.r1894630.log spam-net-ena-week1.r1894630.log spam-net-ena-week2.r1894630.log spam-net-ena-week3.r1894630.log spam-net-ena-week4.r1894630.log spam-net-giovanni-ham.r1894630.log spam-net-giovanni-spammy.r1894630.log spam-net-giovanni-spam.r1894630.log spam-net-grenier.r1894630.log spam-net-hege.r1894630.log spam-net-jhardin.r1894630.log spam-net-llanga.r1894630.log spam-net-
mmiroslaw-mails-ham.r1894630.log spam-net-mmiroslaw-mails-spam.r1894630.log spam-net-pds.r1894630.log spam-net-spamsponge.r1894630.log spam-net-thendrikx.r1894630.log
-score ACCT_PHISHING_MANY 2.996
+score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.958
+score AC_FROM_MANY_DOTS 0.556
score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 1.179
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.063
+score ADMITS_SPAM 1.154
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.850
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 0.001
+score ADVANCE_FEE_3_NEW 0.027
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.696
-score ADVANCE_FEE_4_NEW 2.250
+score ADVANCE_FEE_3_NEW_MONEY 2.697
+score ADVANCE_FEE_4_NEW 2.293
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.228
-score ADVANCE_FEE_5_NEW 0.034
+score ADVANCE_FEE_4_NEW_MONEY 1.237
+score ADVANCE_FEE_5_NEW 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001 # force non-zero
score AD_PREFS 0.498
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
-score APP_DEVELOPMENT_NORDNS 1.636
+score APP_DEVELOPMENT_NORDNS 1.550
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_FREEM 0.001
score BIGNUM_EMAILS_MANY 0.001
-score BITCOIN_EXTORT_01 3.897
-score BITCOIN_IMGUR 3.496
+score BITCOIN_EXTORT_01 4.026
+score BITCOIN_IMGUR 3.499
score BITCOIN_MALF_HTML 3.496
score BITCOIN_MALWARE 0.001
-score BITCOIN_SPAM_02 1.455
+score BITCOIN_SPAM_02 1.449
score BITCOIN_SPAM_05 0.001
score BITCOIN_SPAM_07 3.496
-score BITCOIN_XPRIO 0.001 # force non-zero
-score BITCOIN_YOUR_INFO 1.377
-score BODY_SINGLE_URI 0.321
-score BODY_SINGLE_WORD 0.998
+score BITCOIN_XPRIO 0.001
+score BITCOIN_YOUR_INFO 1.652
+score BODY_SINGLE_URI 0.937
+score BODY_SINGLE_WORD 0.312
score BODY_URI_ONLY 2.993
-score BOGUS_MIME_VERSION 3.179
+score BOGUS_MIME_VERSION 3.187
score CK_HELO_GENERIC 0.001
-score CONTENT_AFTER_HTML 2.169
+score CONTENT_AFTER_HTML 2.168
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.369
+score DEAR_BENEFICIARY 0.579
score DKIMWL_BL 2.996
score DKIMWL_WL_HIGH -0.735
score DKIMWL_WL_MED -0.001
@@ -51,166 +51,159 @@ score FACEBOOK_IMG_NOT_RCVD_FB 1.9
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_HTML_NOHTML 2.996
-score FONT_INVIS_LONG_LINE 2.868
-score FONT_INVIS_MSGID 2.450
-score FONT_INVIS_POSTEXTRAS 1.614
-score FORGED_SPF_HELO 1.597
-score FORM_FRAUD 0.998
+score FONT_INVIS_LONG_LINE 2.889
+score FONT_INVIS_MSGID 2.435
+score FONT_INVIS_POSTEXTRAS 0.824
+score FORGED_SPF_HELO 1.598
+score FORM_FRAUD 0.999
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.246
score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_2_EMAILS_SHORT 2.996
score FROM_FMBLA_NEWDOM 1.498
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.798
+score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_IN_TO_AND_SUBJ 2.297
score FROM_MISSPACED 0.001
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 1.469
+score FROM_MISSP_PHISH 1.468
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 0.060
+score FROM_MISSP_TO_UNDISC 0.368
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.892
+score FROM_MULTI_NORDNS 1.891
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.001
score FROM_SUSPICIOUS_NTLD_FP 1.997
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score FUZZY_BITCOIN 1.982
-score FUZZY_WALLET 0.083
+score FUZZY_BITCOIN 2.990
+score FUZZY_WALLET 0.080
score GAPPY_LOW_CONTRAST 2.497
score GB_FAKE_RF_SHORT 0.001
-score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_STO_EMAIL_PHISH 2.924
+score GOOG_REDIR_HTML_ONLY 1.998
+score GOOG_STO_EMAIL_PHISH 2.685
score GOOG_STO_IMG_HTML 2.996
score GOOG_STO_NOIMG_HTML 2.996
-score HAS_X_OUTGOING_SPAM_STAT 0.795
+score HAS_X_OUTGOING_SPAM_STAT 0.792
score HDRS_LCASE_IMGONLY 0.098
-score HDRS_MISSP 2.497
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001 # force non-zero
+score HDRS_MISSP 2.498
+score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001
score HK_NAME_MR_MRS 0.001
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.573
+score HK_RANDOM_FROM 0.555
score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.543
+score HK_SCAM 1.501
score HK_SPAMMY_FILENAME 2.197
score HK_WIN 0.998
score HOSTED_IMG_DIRECT_MX 3.496
score HOSTED_IMG_FREEM 3.496
score HOSTED_IMG_MULTI_PUB_01 2.996
-score HTML_ENTITY_ASCII 2.727
+score HTML_ENTITY_ASCII 0.221
score HTML_FONT_TINY_NORDNS 1.997
score HTML_OFF_PAGE 0.001
score HTML_SINGLET_MANY 0.001
-score HTML_TAG_BALANCE_CENTER 1.848
+score HTML_TAG_BALANCE_CENTER 1.850
score HTML_TEXT_INVISIBLE_FONT 0.001
-score HTML_TEXT_INVISIBLE_STYLE 1.214
+score HTML_TEXT_INVISIBLE_STYLE 1.211
score JH_SPAMMY_HEADERS 3.496
score JH_SPAMMY_PATTERN01 2.996
-score KHOP_HELO_FCRDNS 0.063
+score KHOP_HELO_FCRDNS 0.184
score LIST_PARTIAL_SHORT_MSG 2.497
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 0.930
+score LONG_HEX_URI 0.929
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 0.751
+score LONG_INVISIBLE_TEXT 0.732
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.498
score LOTTO_DEPT 0.001
-score MALWARE_NORDNS 0.396
+score MALWARE_NORDNS 0.118
score MANY_SPAN_IN_TEXT 2.197
-score MAY_BE_FORGED 0.001 # force non-zero
-score MILLION_HUNDRED 0.761
+score MILLION_HUNDRED 0.779
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_AREA_CASE 1.851
+score MIXED_AREA_CASE 2.052
score MIXED_CENTER_CASE 2.497
-score MIXED_ES 2.600
-score MIXED_FONT_CASE 1.436
-score MIXED_HREF_CASE 0.001
-score MIXED_IMG_CASE 2.939
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.097
+score MIXED_ES 2.595
+score MIXED_FONT_CASE 2.134
+score MIXED_HREF_CASE 1.039
+score MIXED_IMG_CASE 0.790
+score MONEY_FORM_SHORT 1.109
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 0.001 # force non-zero
+score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 0.001
score MONEY_FROM_41 0.001
score MONEY_FROM_MISSP 0.001
score NA_DOLLARS 1.498
-score NICE_REPLY_A -1.553
+score NICE_REPLY_A -3.407
score NORDNS_LOW_CONTRAST 0.001 # force non-zero
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
-score NSL_RCVD_HELO_USER 2.182
-score OBFU_TEXT_ATTACH 0.193
-score ODD_FREEM_REPTO 2.665
-score PDS_BTC_ID 0.498
+score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_HELO_USER 0.289
+score OBFU_TEXT_ATTACH 1.270
+score ODD_FREEM_REPTO 2.721
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_TNB_RUNON 1.097
-score PDS_EMPTYSUBJ_URISHRT 1.498
-score PDS_FRNOM_TODOM_DBL_URL 1.016
-score PDS_FRNOM_TODOM_NAKED_TO 1.118
-score PDS_FROM_NAME_TO_DOMAIN 1.878
+score PDS_DBL_URL_TNB_RUNON 1.081
+score PDS_EMPTYSUBJ_URISHRT 1.317
+score PDS_FRNOM_TODOM_DBL_URL 1.499
+score PDS_FRNOM_TODOM_NAKED_TO 1.166
+score PDS_FROM_NAME_TO_DOMAIN 1.830
score PDS_HP_HELO_NORDNS 0.001
score PDS_OTHER_BAD_TLD 0.001
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT 1.335
-score PDS_TINYSUBJ_URISHRT 0.157
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.210
-score PDS_TO_EQ_FROM_NAME 1.623
+score PDS_SHORTFWD_URISHRT 1.498
+score PDS_TINYSUBJ_URISHRT 0.449
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.467
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
+score PDS_TO_EQ_FROM_NAME 1.651
score PHP_ORIG_SCRIPT 0.001
score PHP_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.502
+score PP_MIME_FAKE_ASCII_TEXT 0.775
score RAND_MKTG_HEADER 1.997
-score RATWARE_NO_RDNS 0.173
-score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.183
-score REPTO_419_FRAUD 2.997
-score REPTO_419_FRAUD_GM 2.996
-score RISK_FREE 2.498
-score SENDGRID_REDIR 0.025
+score RATWARE_NO_RDNS 1.751
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RDNS_NUM_TLD_XM 1.418
+score REPTO_419_FRAUD 2.996
+score RISK_FREE 2.497
+score SENDGRID_REDIR 0.019
score SERGIO_SUBJECT_VIAGRA01 4.195
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_SRC 2.297
-score SHORTENER_SHORT_IMG 2.499
-score SHORTENER_SHORT_SUBJ 2.996
+score SHORTENER_SHORT_IMG 0.577
score SHORT_SHORTNER 1.997
-score SPOOFED_FREEMAIL 1.259
+score SPOOFED_FREEMAIL 1.139
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.497
score SPOOF_GMAIL_MID 1.498
score STATIC_XPRIO_OLE 0.001
score SUSP_UTF8_WORD_FROM 1.997
score THIS_AD 0.898
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.264
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.098
-score TO_NAME_SUBJ_NO_RDNS 1.182
-score TO_NO_BRKTS_DYNIP 0.245
-score TO_NO_BRKTS_FROM_MSSP 1.429
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.204
+score TO_NO_BRKTS_DYNIP 0.243
+score TO_NO_BRKTS_FROM_MSSP 1.432
score TO_NO_BRKTS_HTML_IMG 1.997
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 0.001 # force non-zero
-score TO_NO_BRKTS_NORDNS_HTML 1.204
-score TO_NO_BRKTS_PCNT 0.200
-score TRANSFORM_LIFE 1.370
-score TVD_RCVD_SPACE_BRACKET 2.799
-score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 0.001
-score UNDISC_FREEM 3.096
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 1.203
+score TO_NO_BRKTS_PCNT 0.570
+score TRANSFORM_LIFE 1.575
+score TVD_RCVD_SPACE_BRACKET 2.071
+score UNDISC_FREEM 2.996
score UNDISC_MONEY 3.296
score UNICODE_OBFU_ASC 2.497
score URI_DOTEDU 1.997
@@ -219,18 +212,18 @@ score URI_GOOGLE_PROXY 2.2
score URI_GOOG_STO_SPAMMY 2.996
score URI_IN_URI_10 2.197
score URI_ONLY_MSGID_MALF 1.997
-score URI_PHISH 3.701
+score URI_PHISH 3.719
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
-score URI_WPADMIN 2.597
+score URI_WPADMIN 2.596
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.815
+score VFY_ACCT_NORDNS 2.887
score WORD_INVIS 0.001
-score XFER_LOTSA_MONEY 0.001 # force non-zero
-score XM_DIGITS_ONLY 2.187
+score XFER_LOTSA_MONEY 0.001
+score XM_DIGITS_ONLY 0.055
score XM_LIGHT_HEAVY 2.497
-score XM_RANDOM 1.450
+score XM_RANDOM 1.446
score XM_RECPTID 2.996
score XPRIO 0.001
score YOU_INHERIT 2.197
@@ -359,6 +352,7 @@ score RDNS_NUM_TLD_ATCHNX 1.0
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
+score REPTO_419_FRAUD_GM 1.000
score REPTO_419_FRAUD_GM_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1894769&r1=1894768&r2=1894769&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Nov 6 02:49:39 2021
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 257912 35.667% (99.315% of non-spam corpus)
-# Correctly spam: 338310 46.785% (73.002% of spam corpus)
-# False positives: 1778 0.246% (0.685% of nonspam, 101386 weighted)
-# False negatives: 125118 17.303% (26.998% of spam, 241322 weighted)
-# Average score for spam: 8.5 nonspam: 0.5
-# Average for false-pos: 6.4 false-neg: 1.9
-# TOTAL: 723118 100.00%
+# Correctly non-spam: 258682 35.627% (99.316% of non-spam corpus)
+# Correctly spam: 335023 46.141% (71.951% of spam corpus)
+# False positives: 1781 0.245% (0.684% of nonspam, 101524 weighted)
+# False negatives: 130601 17.987% (28.049% of spam, 268643 weighted)
+# Average score for spam: 8.4 nonspam: 0.5
+# Average for false-pos: 6.4 false-neg: 2.1
+# TOTAL: 726087 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 32205 99.24%
-# Correctly spam: 42056 72.76%
-# False positives: 246 0.76%
-# False negatives: 15745 27.24%
-# TCR(l=50): 2.061009 SpamRecall: 72.760% SpamPrec: 99.418%
+# Correctly non-spam: 32290 99.20%
+# Correctly spam: 41745 71.88%
+# False positives: 262 0.80%
+# False negatives: 16331 28.12%
+# TCR(l=50): 1.973293 SpamRecall: 71.880% SpamPrec: 99.376%
##### 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: 249924 96.24%
-# Correctly spam: 242861 52.41%
-# False positives: 9766 3.76%
-# False negatives: 220567 47.59%
-# TCR(l=50): 0.653759 SpamRecall: 52.405% SpamPrec: 96.134%
+# Correctly non-spam: 250741 96.27%
+# Correctly spam: 243864 52.37%
+# False positives: 9722 3.73%
+# False negatives: 221760 47.63%
+# TCR(l=50): 0.657791 SpamRecall: 52.374% SpamPrec: 96.166%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 31232 96.24%
-# Correctly spam: 30290 52.40%
-# False positives: 1219 3.76%
-# False negatives: 27511 47.60%
-# TCR(l=50): 0.653407 SpamRecall: 52.404% SpamPrec: 96.131%
+# Correctly non-spam: 31313 96.19%
+# Correctly spam: 30507 52.53%
+# False positives: 1239 3.81%
+# False negatives: 27569 47.47%
+# TCR(l=50): 0.648756 SpamRecall: 52.529% SpamPrec: 96.097%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1894769&r1=1894768&r2=1894769&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Nov 6 02:49:39 2021
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 244890 46.670% (99.562% of non-spam corpus)
-# Correctly spam: 238003 45.357% (85.378% of spam corpus)
-# False positives: 1077 0.205% (0.438% of nonspam, 104999 weighted)
-# False negatives: 40762 7.768% (14.622% of spam, 82010 weighted)
+# Correctly non-spam: 244885 46.669% (99.560% of non-spam corpus)
+# Correctly spam: 237848 45.328% (85.325% of spam corpus)
+# False positives: 1082 0.206% (0.440% of nonspam, 105206 weighted)
+# False negatives: 40908 7.796% (14.675% of spam, 82179 weighted)
# Average score for spam: 16.4 nonspam: -0.9
# Average for false-pos: 8.6 false-neg: 2.0
-# TOTAL: 524732 100.00%
+# TOTAL: 524723 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 30569 99.54%
-# Correctly spam: 29784 85.41%
-# False positives: 142 0.46%
-# False negatives: 5088 14.59%
-# TCR(l=50): 2.861175 SpamRecall: 85.409% SpamPrec: 99.525%
+# Correctly non-spam: 30570 99.54%
+# Correctly spam: 29813 85.49%
+# False positives: 141 0.46%
+# False negatives: 5059 14.51%
+# TCR(l=50): 2.879841 SpamRecall: 85.493% SpamPrec: 99.529%
##### 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: 244731 99.50%
-# Correctly spam: 195931 70.29%
+# Correctly spam: 196057 70.33%
# False positives: 1236 0.50%
-# False negatives: 82834 29.71%
-# TCR(l=50): 1.927382 SpamRecall: 70.285% SpamPrec: 99.373%
+# False negatives: 82699 29.67%
+# TCR(l=50): 1.929121 SpamRecall: 70.333% SpamPrec: 99.374%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 30534 99.42%
-# Correctly spam: 24521 70.32%
+# Correctly spam: 24474 70.18%
# False positives: 177 0.58%
-# False negatives: 10351 29.68%
-# TCR(l=50): 1.816155 SpamRecall: 70.317% SpamPrec: 99.283%
+# False negatives: 10398 29.82%
+# TCR(l=50): 1.811721 SpamRecall: 70.182% SpamPrec: 99.282%