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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/10/18 05:10:30 UTC
svn commit: r1868573 [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=1868573&r1=1868572&r2=1868573&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Oct 18 05:10:29 2019
@@ -2,211 +2,210 @@
# 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 2.002
-score ADVANCE_FEE_2_NEW_MONEY 1.404
-score ADVANCE_FEE_3_NEW 3.465
-score ADVANCE_FEE_3_NEW_MONEY 2.354
+score AC_FROM_MANY_DOTS 2.226
+score ADVANCE_FEE_2_NEW_MONEY 0.721
+score ADVANCE_FEE_3_NEW 3.463
+score ADVANCE_FEE_3_NEW_MONEY 2.167
score ADVANCE_FEE_4_NEW 2.699
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.500
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.499
score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW 1.965
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.285
-score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 2.068
-score AMAZON_IMG_NOT_RCVD_AMZN 0.547
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.713
-score BITCOIN_EXTORT_01 3.477
+score ADVANCE_FEE_5_NEW 1.970
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.893
+score ADVANCE_FEE_5_NEW_MONEY 0.676
+score AD_PREFS 0.500
+score ALIBABA_IMG_NOT_RCVD_ALI 2.241
+score AMAZON_IMG_NOT_RCVD_AMZN 0.548
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.737
+score BITCOIN_EXTORT_01 3.486
score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_01 1.765
+score BITCOIN_SPAM_01 1.767
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 2.494
-score BITCOIN_SPAM_06 0.706
-score BITCOIN_SPAM_07 3.499
+score BITCOIN_SPAM_05 2.315
+score BITCOIN_SPAM_06 0.525
+score BITCOIN_SPAM_07 3.500
score BITCOIN_SPAM_08 0.001
-score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 0.161
+score BITCOIN_SPAM_09 1.485
+score BODY_EMPTY 0.159
score BODY_URI_ONLY 0.999
-score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 0.806
+score BOGUS_MIME_VERSION 3.500
+score BOGUS_MSM_HDRS 1.494
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.101
-score DATE_IN_FUTURE_96_Q 1.712
+score CK_HELO_GENERIC 0.030
+score DATE_IN_FUTURE_96_Q 0.344
score DEAR_BENEFICIARY 2.999
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_HIGH -0.001 # force non-zero
score DKIMWL_WL_MED -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.520
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.784
score DX_TEXT_03 0.899
-score EBAY_IMG_NOT_RCVD_EBAY 1.142
-score END_FUTURE_EMAILS 0.734
-score FAKE_REPLY_A1 3.112
-score FILL_THIS_FORM 0.341
-score FORGED_RELAY_MUA_TO_MX 3.488
-score FORGED_SPF_HELO 0.881
-score FORM_FRAUD 0.999
+score EBAY_IMG_NOT_RCVD_EBAY 0.366
+score END_FUTURE_EMAILS 0.252
+score FAKE_REPLY_A1 3.063
+score FILL_THIS_FORM 0.336
+score FORGED_RELAY_MUA_TO_MX 3.568
+score FORGED_SPF_HELO 0.803
+score FORM_FRAUD 1.000
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 0.230
-score FROM_ADDR_WS 0.463
+score FROM_2_EMAILS_SHORT 0.304
+score FROM_ADDR_WS 0.557
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
+score FROM_FMBLA_NEWDOM28 0.800
score FROM_GOV_DKIM_AU -0.001 # force non-zero
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 1.999
-score FROM_MISSP_EH_MATCH 1.225
-score FROM_MISSP_FREEMAIL 2.562
-score FROM_MISSP_MSFT 2.890
-score FROM_MISSP_REPLYTO 1.585
+score FROM_MISSP_EH_MATCH 1.227
+score FROM_MISSP_FREEMAIL 2.565
+score FROM_MISSP_MSFT 2.824
+score FROM_MISSP_REPLYTO 1.345
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 1.816
-score FROM_MISSP_USER 1.894
+score FROM_MISSP_TO_UNDISC 2.462
+score FROM_MISSP_USER 0.798
score FROM_MISSP_XPRIO 2.499
score FROM_NAME_EQ_TO_G_DRIVE 0.001
score FROM_NEWDOM_BTC 1.999
-score FROM_NTLD_REPLY_FREEMAIL 1.210
-score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 1.468
+score FROM_PAYPAL_SPOOF 0.701
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.496
-score FROM_UNBAL1 2.800
-score FROM_WORDY 2.493
+score FROM_UNBAL1 2.899
+score FROM_WORDY 2.271
score FROM_WSP_TRAIL 2.499
-score FSL_BULK_SIG 0.001 # force non-zero
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 3.699
-score FSL_HELO_FAKE 1.804
+score FSL_HELO_FAKE 1.799
score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 2.799
-score FUZZY_BITCOIN 1.837
-score FUZZY_BTC_WALLET 1.036
+score FSL_THIS_IS_ADV 2.899
+score FUZZY_BITCOIN 1.897
+score FUZZY_BTC_WALLET 0.417
score FUZZY_CLICK_HERE 2.799
-score FUZZY_WALLET 2.399
+score FUZZY_WALLET 2.337
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.717
-score GB_FREEMAIL_DISPTO 0.001
-score GB_LINKED_IMG_NOT_RCVD_LINK 0.713
-score GB_MONERO_CP 1.999
-score HDRS_LCASE 0.099
+score GB_BITCOIN_NH 1.713
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_MONERO_CP 0.819
+score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.685
-score HDR_ORDER_FTSDMCXX_NORDNS 2.752
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.249
-score HELO_NO_DOMAIN 1.199
-score HK_LOTTO 1.000
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 2.613
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.250
+score HELO_NO_DOMAIN 1.229
+score HK_LOTTO 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 0.489
+score HK_RCVD_IP_MULTICAST 0.488
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.210
-score HOSTED_IMG_MULTI 2.603
-score HTML_ENTITY_ASCII 2.898
-score HTML_OFF_PAGE 1.997
+score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_MULTI 0.098
+score HTML_ENTITY_ASCII 2.899
+score HTML_OFF_PAGE 2.251
score HTML_SINGLET_MANY 2.500
-score HTML_TEXT_INVISIBLE_STYLE 2.029
-score IMG_ONLY_FM_DOM_INFO 2.500
+score HTML_TEXT_INVISIBLE_STYLE 2.254
+score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.311
-score KHOP_HELO_FCRDNS 0.400
-score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 1.709
-score LONG_IMG_URI 1.369
+score KHOP_FAKE_EBAY 0.213
+score KHOP_HELO_FCRDNS 0.399
+score LIST_PRTL_SAME_USER 0.001 # force non-zero
+score LONG_HEX_URI 1.775
+score LONG_IMG_URI 1.368
score LOTS_OF_MONEY 0.010
-score MAILER_EQ_ORG 0.260
-score MALFORMED_FREEMAIL 1.434
-score MALF_HTML_B64 1.243
+score MAILER_EQ_ORG 0.055
+score MALFORMED_FREEMAIL 1.617
+score MALF_HTML_B64 1.312
score MALWARE_NORDNS 3.499
score MALWARE_PASSWORD 3.499
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 2.600
-score MIMEOLE_DIRECT_TO_MX 1.677
+score MILLION_HUNDRED 2.699
+score MIMEOLE_DIRECT_TO_MX 1.976
score MIXED_ES 2.499
-score MONERO_EXTORT_01 1.902
-score MONEY_ATM_CARD 2.599
+score MONERO_EXTORT_01 3.313
+score MONEY_ATM_CARD 2.699
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 2.899
+score MONEY_FRAUD_5 0.019
+score MONEY_FRAUD_8 2.999
score MONEY_FROM_41 1.999
-score MSM_PRIO_REPTO 0.720
-score NORDNS_LOW_CONTRAST 1.682
+score MSM_PRIO_REPTO 1.141
+score NORDNS_LOW_CONTRAST 1.458
score NO_FM_NAME_IP_HOSTN 0.547
-score NSL_RCVD_FROM_USER 0.180
-score NSL_RCVD_HELO_USER 1.385
-score NUMBERONLY_BITCOIN_EXP 1.516
-score OBFU_BITCOIN 2.392
-score PDS_BTC_NTLD 1.999
+score NSL_RCVD_FROM_USER 1.236
+score NSL_RCVD_HELO_USER 0.759
+score NUMBERONLY_BITCOIN_EXP 0.650
+score OBFU_BITCOIN 2.039
+score PDS_BTC_NTLD 2.000
score PDS_FROM_2_EMAILS 1.800
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 0.632
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.895
+score PDS_NAKED_TO_NUMERO 1.924
score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.367
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.179
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.001 # force non-zero
+score PDS_TO_EQ_FROM_NAME 0.001
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 2.852
+score RATWARE_NO_RDNS 2.331
score RCVD_IN_MSPIKE_H2 -0.001
-score RISK_FREE 0.170
-score SEO_SUSP_NTLD 1.199
+score RISK_FREE 0.001
+score SEO_SUSP_NTLD 1.200
score SERGIO_SUBJECT_PORN014 3.399
-score SERGIO_SUBJECT_VIAGRA01 4.199
+score SERGIO_SUBJECT_VIAGRA01 1.331
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORT_BODY_G_DRIVE_DYN 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 0.722
+score SPOOFED_FREEMAIL_NO_RDNS 0.723
score SPOOFED_FREEM_REPTO 1.998
-score STATIC_XPRIO_OLE 1.338
-score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
+score STATIC_XPRIO_OLE 0.001
+score STOCK_LOW_CONTRAST 2.500
+score SUBJ_OBFU_PUNCT_FEW 0.750
score SUBJ_OBFU_PUNCT_MANY 1.075
-score THIS_AD 1.899
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.499
+score THIS_AD 1.999
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
+score TO_EQ_FM_DIRECT_MX 2.429
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 0.553
+score TO_EQ_FM_DOM_SPF_FAIL 1.112
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 1.418
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 0.395
-score TO_NO_BRKTS_DYNIP 2.084
-score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_EQ_FM_SPF_FAIL 0.765
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 0.401
+score TO_NO_BRKTS_DYNIP 2.093
+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 2.500
-score TO_NO_BRKTS_NORDNS_HTML 1.984
+score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_IP_SING_HEX 2.692
+score TVD_IP_SING_HEX 2.203
score TVD_SPACE_ENCODED 0.059
score TVD_SPACE_RATIO_MINFP 2.499
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW 3.499
-score UPGRADE_MAILBOX 1.699
-score URI_GOOGLE_PROXY 2.099
-score URI_HEX_IP 0.926
+score UPGRADE_MAILBOX 1.799
+score URI_GOOGLE_PROXY 2.199
+score URI_HEX_IP 1.632
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.168
+score URI_PHISH 2.172
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 0.709
-score URI_WP_HACKED 2.897
+score URI_TRY_3LD 0.698
+score URI_WP_HACKED 2.574
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
-score YOU_INHERIT 1.670
-score ZW_OBFU_BITCOIN 1.766
+score YOU_INHERIT 0.798
+score ZW_OBFU_BITCOIN 1.411
score AC_BR_BONANZA 0.001
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -257,6 +256,7 @@ 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=1868573&r1=1868572&r2=1868573&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Oct 18 05:10:29 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 603170 45.537% (99.642% of non-spam corpus)
-# Correctly spam: 574335 43.360% (79.854% of spam corpus)
-# False positives: 2166 0.164% (0.358% of nonspam, 74463 weighted)
-# False negatives: 144895 10.939% (20.146% of spam, 334322 weighted)
-# Average score for spam: 13.8 nonspam: 0.6
+# Correctly non-spam: 603099 45.535% (99.630% of non-spam corpus)
+# Correctly spam: 574926 43.408% (79.946% of spam corpus)
+# False positives: 2237 0.169% (0.370% of nonspam, 76577 weighted)
+# False negatives: 144221 10.889% (20.054% of spam, 330678 weighted)
+# Average score for spam: 13.7 nonspam: 0.6
# Average for false-pos: 5.8 false-neg: 2.3
-# TOTAL: 1324566 100.00%
+# TOTAL: 1324483 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 75316 99.59%
-# Correctly spam: 71844 80.09%
-# False positives: 308 0.41%
-# False negatives: 17860 19.91%
-# TCR(l=50): 2.697054 SpamRecall: 80.090% SpamPrec: 99.573%
+# Correctly non-spam: 75206 99.45%
+# Correctly spam: 72065 80.34%
+# False positives: 418 0.55%
+# False negatives: 17633 19.66%
+# TCR(l=50): 2.327823 SpamRecall: 80.342% SpamPrec: 99.423%
##### 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: 590805 97.60%
-# Correctly spam: 340103 47.29%
+# Correctly spam: 340151 47.30%
# False positives: 14531 2.40%
-# False negatives: 379127 52.71%
-# TCR(l=50): 0.650488 SpamRecall: 47.287% SpamPrec: 95.903%
+# False negatives: 378996 52.70%
+# TCR(l=50): 0.650490 SpamRecall: 47.299% SpamPrec: 95.903%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 73771 97.55%
-# Correctly spam: 42509 47.39%
+# Correctly spam: 42266 47.12%
# False positives: 1853 2.45%
-# False negatives: 47195 52.61%
-# TCR(l=50): 0.641453 SpamRecall: 47.388% SpamPrec: 95.823%
+# False negatives: 47432 52.88%
+# TCR(l=50): 0.640325 SpamRecall: 47.120% SpamPrec: 95.800%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1868573&r1=1868572&r2=1868573&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Oct 18 05:10:29 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 554379 49.368% (99.912% of non-spam corpus)
-# Correctly spam: 517756 46.107% (91.141% of spam corpus)
-# False positives: 489 0.044% (0.088% of nonspam, 31151 weighted)
-# False negatives: 50329 4.482% (8.859% of spam, 106815 weighted)
+# Correctly non-spam: 554399 49.373% (99.915% of non-spam corpus)
+# Correctly spam: 517369 46.075% (91.085% of spam corpus)
+# False positives: 469 0.042% (0.085% of nonspam, 30101 weighted)
+# False negatives: 50640 4.510% (8.915% of spam, 108942 weighted)
# Average score for spam: 15.2 nonspam: -2.3
-# Average for false-pos: 6.2 false-neg: 2.1
-# TOTAL: 1122953 100.00%
+# Average for false-pos: 6.3 false-neg: 2.2
+# TOTAL: 1122877 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 69239 99.91%
-# Correctly spam: 64644 91.17%
+# Correctly spam: 64551 91.06%
# False positives: 64 0.09%
-# False negatives: 6258 8.83%
-# TCR(l=50): 7.496511 SpamRecall: 91.174% SpamPrec: 99.901%
+# False negatives: 6341 8.94%
+# TCR(l=50): 7.430248 SpamRecall: 91.055% SpamPrec: 99.901%
##### 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: 280652 49.40%
+# Correctly spam: 280565 49.39%
# False positives: 1878 0.34%
-# False negatives: 287433 50.60%
-# TCR(l=50): 1.489735 SpamRecall: 49.403% SpamPrec: 99.335%
+# False negatives: 287444 50.61%
+# TCR(l=50): 1.489492 SpamRecall: 49.394% SpamPrec: 99.335%
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: 35027 49.40%
+# Correctly spam: 34949 49.30%
# False positives: 233 0.34%
-# False negatives: 35875 50.60%
-# TCR(l=50): 1.491888 SpamRecall: 49.402% SpamPrec: 99.339%
+# False negatives: 35943 50.70%
+# TCR(l=50): 1.489547 SpamRecall: 49.299% SpamPrec: 99.338%