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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/10/16 05:13:14 UTC
svn commit: r1868497 [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=1868497&r1=1868496&r2=1868497&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Oct 16 05:13:14 2019
@@ -2,210 +2,209 @@
# ham-net-axb-coi-bulk.r1868320.log ham-net-axb-generic.r1868320.log ham-net-axb-ham-misc.r1868320.log ham-net-darxus.r1868320.log ham-net-ena-week0.r1868320.log ham-net-ena-week1.r1868320.log ham-net-ena-week4.r1868320.log ham-net-grenier.r1868320.log ham-net-hege.r1868320.log ham-net-jarif.r1868320.log ham-net-jbrooks.r1868320.log ham-net-llanga.r1868320.log ham-net-mmiroslaw-mails-ham.r1868320.log ham-net-mmiroslaw-mails-spam.r1868320.log ham-net-npiazzi.r1868320.log ham-net-pds.r1868320.log ham-net-sihde.r1868320.log ham-net-spamsponge.r1868320.log ham-net-thendrikx.r1868320.log spam-net-axb-coi-bulk.r1868320.log spam-net-axb-generic.r1868320.log spam-net-axb-ham-misc.r1868320.log spam-net-darxus.r1868320.log spam-net-ena-week0.r1868320.log spam-net-ena-week1.r1868320.log spam-net-ena-week4.r1868320.log spam-net-grenier.r1868320.log spam-net-hege.r1868320.log spam-net-jarif.r1868320.log spam-net-jbrooks.r1868320.log spam-net-llanga.r1868320.log spam-net-mmiroslaw-mails-ham.r1868
320.log spam-net-mmiroslaw-mails-spam.r1868320.log spam-net-npiazzi.r1868320.log spam-net-pds.r1868320.log spam-net-sihde.r1868320.log spam-net-spamsponge.r1868320.log spam-net-thendrikx.r1868320.log
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.006
-score ADVANCE_FEE_2_NEW_MONEY 0.739
-score ADVANCE_FEE_3_NEW 3.465
-score ADVANCE_FEE_3_NEW_MONEY 2.399
+score AC_FROM_MANY_DOTS 2.699
+score ADVANCE_FEE_2_NEW_MONEY 0.627
+score ADVANCE_FEE_3_NEW 3.469
+score ADVANCE_FEE_3_NEW_MONEY 2.313
score ADVANCE_FEE_4_NEW 2.699
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.499
score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW 1.970
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.425
-score ADVANCE_FEE_5_NEW_MONEY 0.616
+score ADVANCE_FEE_5_NEW 1.840
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.873
+score ADVANCE_FEE_5_NEW_MONEY 1.084
score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 1.726
-score AMAZON_IMG_NOT_RCVD_AMZN 0.546
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.042
-score BITCOIN_EXTORT_01 3.474
-score BITCOIN_PAY_ME 3.000
-score BITCOIN_SPAM_01 1.768
+score ALIBABA_IMG_NOT_RCVD_ALI 1.575
+score AMAZON_IMG_NOT_RCVD_AMZN 0.420
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.461
+score BITCOIN_EXTORT_01 3.475
+score BITCOIN_PAY_ME 2.999
+score BITCOIN_SPAM_01 1.767
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 1.535
-score BITCOIN_SPAM_06 0.128
-score BITCOIN_SPAM_07 3.500
+score BITCOIN_SPAM_05 1.873
+score BITCOIN_SPAM_06 1.497
+score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_08 0.001
-score BITCOIN_SPAM_09 1.499
+score BITCOIN_SPAM_09 1.500
score BODY_EMPTY 0.159
-score BODY_URI_ONLY 1.000
+score BODY_URI_ONLY 0.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.927
+score BOGUS_MSM_HDRS 2.611
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.154
-score DATE_IN_FUTURE_96_Q 0.850
-score DEAR_BENEFICIARY 1.476
+score CK_HELO_GENERIC 0.081
+score DATE_IN_FUTURE_96_Q 0.817
+score DEAR_BENEFICIARY 2.908
score DKIMWL_BL 2.999
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.609
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.729
score DX_TEXT_03 0.899
-score EBAY_IMG_NOT_RCVD_EBAY 1.596
-score END_FUTURE_EMAILS 0.966
-score FAKE_REPLY_A1 3.299
-score FILL_THIS_FORM 0.372
-score FORGED_RELAY_MUA_TO_MX 3.568
-score FORGED_SPF_HELO 0.801
-score FORM_FRAUD 0.999
-score FORM_FRAUD_5 0.001
+score EBAY_IMG_NOT_RCVD_EBAY 1.474
+score END_FUTURE_EMAILS 0.430
+score FAKE_REPLY_A1 2.553
+score FILL_THIS_FORM 0.446
+score FORGED_RELAY_MUA_TO_MX 3.586
+score FORGED_SPF_HELO 0.787
+score FORM_FRAUD 1.000
+score FORM_FRAUD_5 0.001 # force non-zero
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FREEMAIL_FORGED_FROMDOMAIN 0.128
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 0.183
-score FROM_ADDR_WS 1.000
-score FROM_FMBLA_NEWDOM 1.500
+score FROM_2_EMAILS_SHORT 0.227
+score FROM_ADDR_WS 0.709
+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 1.226
-score FROM_MISSP_FREEMAIL 2.205
-score FROM_MISSP_MSFT 0.998
-score FROM_MISSP_REPLYTO 1.950
+score FROM_MISSP_FREEMAIL 2.434
+score FROM_MISSP_MSFT 3.146
+score FROM_MISSP_REPLYTO 1.530
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 2.291
-score FROM_MISSP_USER 0.534
-score FROM_MISSP_XPRIO 2.499
+score FROM_MISSP_TO_UNDISC 1.902
+score FROM_MISSP_USER 1.954
+score FROM_MISSP_XPRIO 2.500
score FROM_NAME_EQ_TO_G_DRIVE 0.001
score FROM_NEWDOM_BTC 1.999
-score FROM_NTLD_REPLY_FREEMAIL 1.635
+score FROM_NTLD_REPLY_FREEMAIL 0.893
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.502
+score FROM_SUSPICIOUS_NTLD_FP 1.512
score FROM_UNBAL1 2.799
-score FROM_WORDY 2.492
-score FSL_BULK_SIG 0.001 # force non-zero
+score FROM_WORDY 1.797
+score FROM_WSP_TRAIL 2.499
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 3.699
-score FSL_HELO_FAKE 1.803
+score FSL_HELO_FAKE 1.800
score FSL_NEW_HELO_USER 1.999
score FSL_THIS_IS_ADV 2.899
-score FUZZY_BITCOIN 1.561
+score FUZZY_BITCOIN 1.623
score FUZZY_CLICK_HERE 2.799
-score FUZZY_WALLET 2.040
+score FUZZY_WALLET 2.023
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.713
+score GB_BITCOIN_NH 1.725
score GB_FREEMAIL_DISPTO 0.001
-score GB_MONERO_CP 1.383
+score GB_LINKED_IMG_NOT_RCVD_LINK 2.014
+score GB_MONERO_CP 1.150
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.520
-score HDR_ORDER_FTSDMCXX_NORDNS 3.200
+score HDR_ORDER_FTSDMCXX_DIRECT 1.499
+score HDR_ORDER_FTSDMCXX_NORDNS 2.148
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 1.225
-score HK_LOTTO 0.397
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.488
+score HELO_MISC_IP 0.250
+score HELO_NO_DOMAIN 1.199
+score HK_LOTTO 0.999
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_FROM 1.000
+score HK_RANDOM_REPLYTO 1.000
+score HK_RCVD_IP_MULTICAST 0.490
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.220
-score HOSTED_IMG_MULTI 0.706
-score HTML_ENTITY_ASCII 2.898
-score HTML_OFF_PAGE 1.993
+score HOSTED_IMG_DIRECT_MX 2.310
+score HOSTED_IMG_MULTI 2.710
+score HTML_ENTITY_ASCII 2.899
+score HTML_OFF_PAGE 1.994
score HTML_SINGLET_MANY 2.499
-score HTML_TEXT_INVISIBLE_STYLE 2.249
+score HTML_TEXT_INVISIBLE_STYLE 1.984
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 0.001 # force non-zero
-score KHOP_FAKE_EBAY 0.312
+score KB_FORGED_MOZ4 0.001
+score KHOP_FAKE_EBAY 0.306
score KHOP_HELO_FCRDNS 0.399
score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 2.074
-score LONG_IMG_URI 1.369
+score LONG_HEX_URI 2.090
+score LONG_IMG_URI 1.376
score LOTS_OF_MONEY 0.010
-score MAILER_EQ_ORG 0.380
-score MALFORMED_FREEMAIL 1.388
-score MALF_HTML_B64 2.491
+score MAILER_EQ_ORG 1.083
+score MALFORMED_FREEMAIL 1.472
+score MALF_HTML_B64 1.278
score MALWARE_NORDNS 3.499
score MALWARE_PASSWORD 3.499
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 2.056
-score MIMEOLE_DIRECT_TO_MX 1.999
+score MILLION_HUNDRED 2.599
+score MIMEOLE_DIRECT_TO_MX 1.753
score MIXED_ES 2.499
-score MONERO_EXTORT_01 3.196
+score MONERO_EXTORT_01 3.745
score MONEY_ATM_CARD 2.599
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.893
+score MONEY_FRAUD_8 2.695
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 1.353
-score NORDNS_LOW_CONTRAST 1.462
-score NO_FM_NAME_IP_HOSTN 0.548
-score NSL_RCVD_FROM_USER 0.268
-score NSL_RCVD_HELO_USER 1.626
-score NUMBERONLY_BITCOIN_EXP 0.319
-score OBFU_BITCOIN 2.999
+score MSM_PRIO_REPTO 1.108
+score NORDNS_LOW_CONTRAST 1.728
+score NO_FM_NAME_IP_HOSTN 0.544
+score NSL_RCVD_FROM_USER 2.351
+score NSL_RCVD_HELO_USER 0.631
+score NUMBERONLY_BITCOIN_EXP 0.463
+score OBFU_BITCOIN 2.323
score PDS_BTC_NTLD 1.999
-score PDS_FROM_2_EMAILS 1.799
+score PDS_FROM_2_EMAILS 1.800
score PDS_FROM_NAME_TO_DOMAIN 1.000
-score PDS_HELO_SPF_FAIL 0.424
+score PDS_HELO_SPF_FAIL 1.421
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.621
-score PDS_PHPE_URISHORTENER 1.432
+score PDS_NAKED_TO_NUMERO 1.631
+score PDS_PHPE_URISHORTENER 1.976
score PDS_PHP_EVAL 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.083
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.061
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
-score PDS_TO_EQ_FROM_NAME 0.001
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
+score PDS_TO_EQ_FROM_NAME 0.001 # force non-zero
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RATWARE_NO_RDNS 2.602
+score RATWARE_NO_RDNS 2.416
score RCVD_IN_MSPIKE_H2 -0.001
-score RISK_FREE 0.207
+score RISK_FREE 0.132
score SEO_SUSP_NTLD 1.199
score SERGIO_SUBJECT_PORN014 3.399
score SERGIO_SUBJECT_VIAGRA01 4.199
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORT_BODY_G_DRIVE_DYN 1.499
-score SHORT_SHORTNER 1.999
+score SHORT_SHORTNER 2.000
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.722
score SPOOFED_FREEM_REPTO 1.999
-score STATIC_XPRIO_OLE 1.122
-score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.717
-score SUBJ_OBFU_PUNCT_MANY 1.057
-score THIS_AD 1.999
+score STATIC_XPRIO_OLE 0.924
+score STOCK_LOW_CONTRAST 2.500
+score SUBJ_OBFU_PUNCT_FEW 0.703
+score SUBJ_OBFU_PUNCT_MANY 1.118
+score THIS_AD 1.899
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.409
-score TO_EQ_FM_DOM_HTML_IMG 0.001 # force non-zero
+score TO_EQ_FM_DIRECT_MX 2.364
+score TO_EQ_FM_DOM_HTML_IMG 0.001
score TO_EQ_FM_DOM_HTML_ONLY 1.289
-score TO_EQ_FM_DOM_SPF_FAIL 0.576
+score TO_EQ_FM_DOM_SPF_FAIL 1.079
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 1.303
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 0.396
-score TO_NO_BRKTS_DYNIP 2.075
+score TO_EQ_FM_SPF_FAIL 0.898
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 0.397
+score TO_NO_BRKTS_DYNIP 2.101
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 2.000
-score TO_NO_BRKTS_PCNT 2.500
-score TVD_IP_SING_HEX 2.899
-score TVD_SPACE_ENCODED 0.061
-score TVD_SPACE_RATIO_MINFP 2.500
-score UNICODE_OBFU_ASC 2.500
-score UNICODE_OBFU_ZW 3.499
+score TO_NO_BRKTS_NORDNS_HTML 1.969
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_IP_SING_HEX 2.091
+score TVD_SPACE_ENCODED 0.058
+score TVD_SPACE_RATIO_MINFP 2.499
+score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_ZW 3.500
score UPGRADE_MAILBOX 1.699
-score URI_GOOGLE_PROXY 2.199
-score URI_HEX_IP 0.692
+score URI_GOOGLE_PROXY 2.100
+score URI_HEX_IP 1.391
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.169
+score URI_PHISH 2.173
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 0.699
-score URI_WP_HACKED 2.892
+score URI_TRY_3LD 0.704
+score URI_WP_HACKED 2.495
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 YOU_INHERIT 1.226
-score ZW_OBFU_BITCOIN 1.079
+score XPRIO_URL_SHORTNER 0.999
+score YOU_INHERIT 0.705
+score ZW_OBFU_BITCOIN 2.009
score AC_BR_BONANZA 0.001
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -256,7 +255,6 @@ score GAPPY_SALES_LEADS_FREEM 1.0
score GB_FORGED_MUA_POSTFIX 1.000
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFU 0.750
-score GB_LINKED_IMG_NOT_RCVD_LINK 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1868497&r1=1868496&r2=1868497&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Oct 16 05:13:14 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 596307 44.297% (99.674% of non-spam corpus)
-# Correctly spam: 600632 44.618% (80.308% of spam corpus)
-# False positives: 1949 0.145% (0.326% of nonspam, 71377 weighted)
-# False negatives: 147282 10.941% (19.692% of spam, 346880 weighted)
-# Average score for spam: 13.8 nonspam: 0.6
-# Average for false-pos: 5.9 false-neg: 2.4
-# TOTAL: 1346170 100.00%
+# Correctly non-spam: 606389 45.095% (99.455% of non-spam corpus)
+# Correctly spam: 589289 43.823% (80.176% of spam corpus)
+# False positives: 3321 0.247% (0.545% of nonspam, 110519 weighted)
+# False negatives: 145706 10.836% (19.824% of spam, 334620 weighted)
+# Average score for spam: 13.7 nonspam: 0.6
+# Average for false-pos: 5.5 false-neg: 2.3
+# TOTAL: 1344705 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 74441 99.64%
-# Correctly spam: 74958 80.36%
-# False positives: 271 0.36%
-# False negatives: 18316 19.64%
-# TCR(l=50): 2.927070 SpamRecall: 80.363% SpamPrec: 99.640%
+# Correctly non-spam: 75725 99.41%
+# Correctly spam: 73600 80.30%
+# False positives: 452 0.59%
+# False negatives: 18051 19.70%
+# TCR(l=50): 2.254582 SpamRecall: 80.305% SpamPrec: 99.390%
##### 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: 583233 97.49%
-# Correctly spam: 363262 48.57%
-# False positives: 15023 2.51%
-# False negatives: 384652 51.43%
-# TCR(l=50): 0.658490 SpamRecall: 48.570% SpamPrec: 96.029%
+# Correctly non-spam: 594797 97.55%
+# Correctly spam: 353524 48.10%
+# False positives: 14913 2.45%
+# False negatives: 381471 51.90%
+# TCR(l=50): 0.652099 SpamRecall: 48.099% SpamPrec: 95.952%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 72788 97.42%
-# Correctly spam: 45348 48.62%
-# False positives: 1924 2.58%
-# False negatives: 47926 51.38%
-# TCR(l=50): 0.647170 SpamRecall: 48.618% SpamPrec: 95.930%
+# Correctly non-spam: 74328 97.57%
+# Correctly spam: 44063 48.08%
+# False positives: 1849 2.43%
+# False negatives: 47588 51.92%
+# TCR(l=50): 0.654472 SpamRecall: 48.077% SpamPrec: 95.973%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1868497&r1=1868496&r2=1868497&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Oct 16 05:13:14 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 554361 49.361% (99.909% of non-spam corpus)
-# Correctly spam: 517951 46.119% (91.154% of spam corpus)
-# False positives: 507 0.045% (0.091% of nonspam, 32117 weighted)
-# False negatives: 50262 4.475% (8.846% of spam, 106769 weighted)
-# Average score for spam: 15.3 nonspam: -2.3
+# Correctly non-spam: 554348 49.363% (99.906% of non-spam corpus)
+# Correctly spam: 517725 46.102% (91.127% of spam corpus)
+# False positives: 520 0.046% (0.094% of nonspam, 32807 weighted)
+# False negatives: 50412 4.489% (8.873% of spam, 107053 weighted)
+# Average score for spam: 15.4 nonspam: -2.3
# Average for false-pos: 6.2 false-neg: 2.1
-# TOTAL: 1123081 100.00%
+# TOTAL: 1123005 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 69240 99.91%
-# Correctly spam: 64604 91.09%
-# False positives: 63 0.09%
-# False negatives: 6320 8.91%
-# TCR(l=50): 7.489335 SpamRecall: 91.089% SpamPrec: 99.903%
+# Correctly non-spam: 69236 99.90%
+# Correctly spam: 64711 91.25%
+# False positives: 67 0.10%
+# False negatives: 6202 8.75%
+# TCR(l=50): 7.423890 SpamRecall: 91.254% SpamPrec: 99.897%
##### 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: 552990 99.66%
-# Correctly spam: 280636 49.39%
+# Correctly spam: 280817 49.43%
# False positives: 1878 0.34%
-# False negatives: 287577 50.61%
-# TCR(l=50): 1.489508 SpamRecall: 49.389% SpamPrec: 99.335%
+# False negatives: 287320 50.57%
+# TCR(l=50): 1.490313 SpamRecall: 49.428% SpamPrec: 99.336%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 69070 99.66%
-# Correctly spam: 34806 49.08%
+# Correctly spam: 34903 49.22%
# False positives: 233 0.34%
-# False negatives: 36118 50.92%
-# TCR(l=50): 1.484760 SpamRecall: 49.075% SpamPrec: 99.335%
+# False negatives: 36010 50.78%
+# TCR(l=50): 1.487893 SpamRecall: 49.219% SpamPrec: 99.337%