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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/09/18 03:22:15 UTC
svn commit: r1881808 [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=1881808&r1=1881807&r2=1881808&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Sep 18 03:22:14 2020
@@ -2,194 +2,193 @@
# ham-net-axb-coi-bulk.r1881652.log ham-net-axb-generic.r1881652.log ham-net-axb-ham-misc.r1881652.log ham-net-darxus.r1881652.log ham-net-ena-week0.r1881652.log ham-net-ena-week1.r1881652.log ham-net-ena-week2.r1881652.log ham-net-ena-week3.r1881652.log ham-net-ena-week4.r1881652.log ham-net-giovanni-ham.r1881652.log ham-net-giovanni-spammy.r1881652.log ham-net-giovanni-spam.r1881652.log ham-net-grenier.r1881652.log ham-net-jbrooks.r1881652.log ham-net-mmiroslaw-mails-ham.r1881652.log ham-net-mmiroslaw-mails-spam.r1881652.log ham-net-npiazzi.r1881652.log ham-net-pds.r1881652.log ham-net-sihde.r1881652.log ham-net-spamsponge.r1881652.log ham-net-thendrikx.r1881652.log spam-net-axb-coi-bulk.r1881652.log spam-net-axb-generic.r1881652.log spam-net-axb-ham-misc.r1881652.log spam-net-darxus.r1881652.log spam-net-ena-week0.r1881652.log spam-net-ena-week1.r1881652.log spam-net-ena-week2.r1881652.log spam-net-ena-week3.r1881652.log spam-net-ena-week4.r1881652.log spam-net-giovanni-ham.r1881
652.log spam-net-giovanni-spammy.r1881652.log spam-net-giovanni-spam.r1881652.log spam-net-grenier.r1881652.log spam-net-jbrooks.r1881652.log spam-net-mmiroslaw-mails-ham.r1881652.log spam-net-mmiroslaw-mails-spam.r1881652.log spam-net-npiazzi.r1881652.log spam-net-pds.r1881652.log spam-net-sihde.r1881652.log spam-net-spamsponge.r1881652.log spam-net-thendrikx.r1881652.log
score AC_BR_BONANZA 0.001
-score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 3.000
+score AC_DIV_BONANZA 0.001 # force non-zero
+score AC_FROM_MANY_DOTS 2.294
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 0.403
-score ADVANCE_FEE_2_NEW_MONEY 1.953
+score ADMITS_SPAM 0.532
+score ADVANCE_FEE_2_NEW_MONEY 1.617
score ADVANCE_FEE_3_NEW 3.499
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 0.990
-score ADVANCE_FEE_5_NEW 2.494
+score ADVANCE_FEE_4_NEW_MONEY 2.399
+score ADVANCE_FEE_5_NEW 2.398
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 4.231
-score BITCOIN_MALF_HTML 3.499
-score BITCOIN_SPAM_02 1.989
-score BITCOIN_SPAM_05 2.456
-score BITCOIN_SPAM_08 2.057
-score BITCOIN_SPAM_09 0.600
+score AXB_XMAILER_MIMEOLE_OL_024C2 3.529
+score BITCOIN_EXTORT_01 4.212
+score BITCOIN_MALF_HTML 3.500
+score BITCOIN_SPAM_02 0.221
+score BITCOIN_SPAM_05 1.906
+score BITCOIN_SPAM_08 1.026
+score BITCOIN_SPAM_09 1.214
score BODY_URI_ONLY 0.999
-score BOGUS_MIME_VERSION 1.892
+score BOGUS_MIME_VERSION 1.761
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.001
+score CK_HELO_GENERIC 0.001 # force non-zero
score CTE_8BIT_MISMATCH 0.999
-score CTYPE_NULL 2.368
+score CTYPE_NULL 2.400
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -2.997
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DOTGOV_IMAGE 1.732
+score DKIMWL_WL_HIGH -2.999
+score DKIMWL_WL_MED -0.001
+score DOTGOV_IMAGE 0.159
score DSN_NO_MIMEVERSION 1.999
score DX_TEXT_03 0.199
score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.619
+score FILL_THIS_FORM 1.094
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_DOTGOV 0.001
-score FONT_INVIS_LONG_LINE 0.001
-score FONT_INVIS_MSGID 0.001 # force non-zero
-score FONT_INVIS_POSTEXTRAS 2.271
-score FORGED_RELAY_MUA_TO_MX 3.725
-score FORGED_SPF_HELO 0.989
-score FORM_FRAUD 0.200
-score FORM_FRAUD_5 2.699
+score FONT_INVIS_LONG_LINE 0.001 # force non-zero
+score FONT_INVIS_MSGID 0.001
+score FONT_INVIS_POSTEXTRAS 2.982
+score FORGED_RELAY_MUA_TO_MX 3.693
+score FORGED_SPF_HELO 0.939
+score FORM_FRAUD 0.999
+score FORM_FRAUD_5 2.700
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_2_EMAILS_SHORT 1.999
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_GOV_DKIM_AU -0.451
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.453
score FROM_GOV_SPOOF 0.999
-score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.531
-score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.280
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.001
+score FROM_MISSPACED 1.073
+score FROM_MISSP_DYNIP 1.533
+score FROM_MISSP_EH_MATCH 1.551
+score FROM_MISSP_FREEMAIL 1.143
+score FROM_MISSP_MSFT 2.155
+score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.146
+score FROM_MISSP_USER 0.381
+score FROM_MISSP_XPRIO 2.499
+score FROM_NAME_EQ_TO_G_DRIVE 0.922
+score FROM_NTLD_REPLY_FREEMAIL 1.973
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FROM_URI 1.344
-score FROM_WORDY 0.365
-score FROM_WWW 1.911
-score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 0.626
-score GB_BITCOIN_CP 1.422
-score GB_BITCOIN_NH 1.609
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_URI 2.126
+score FROM_WORDY 1.072
+score FROM_WWW 1.303
+score FSL_BULK_SIG 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 2.983
+score FSL_NEW_HELO_USER 1.999
+score FSL_THIS_IS_ADV 0.497
+score GB_BITCOIN_CP 2.307
+score GB_BITCOIN_NH 2.774
score GB_FREEMAIL_DISPTO 0.001
score GB_GOOGLE_OBFUS 0.749
score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 0.843
-score HDR_ORDER_FTSDMCXX_NORDNS 2.525
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HDRS_LCASE_IMGONLY 0.099
+score HDR_ORDER_FTSDMCXX_DIRECT 1.728
+score HDR_ORDER_FTSDMCXX_NORDNS 3.297
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001 # force non-zero
score HELO_NO_DOMAIN 0.001
-score HK_RANDOM_FROM 0.820
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.001
-score HK_SCAM 1.007
-score HOSTED_IMG_DIRECT_MX 0.360
-score HOSTED_IMG_FREEM 3.499
-score HTML_OFF_PAGE 1.070
-score HTML_SINGLET_MANY 1.154
-score HTML_TEXT_INVISIBLE_FONT 2.658
-score HTML_TEXT_INVISIBLE_STYLE 2.360
-score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 3.570
-score KHOP_FAKE_EBAY 0.489
-score KHOP_HELO_FCRDNS 0.398
-score LH_URI_DOM_IN_PATH 1.590
-score LIST_PRTL_SAME_USER 0.054
-score LONG_HEX_URI 0.415
+score HK_SCAM 1.035
+score HOSTED_IMG_DIRECT_MX 1.546
+score HTML_OFF_PAGE 1.072
+score HTML_SINGLET_MANY 1.155
+score HTML_TEXT_INVISIBLE_FONT 2.196
+score HTML_TEXT_INVISIBLE_STYLE 1.590
+score IMG_ONLY_FM_DOM_INFO 2.447
+score KB_FORGED_MOZ4 3.994
+score KHOP_FAKE_EBAY 0.899
+score KHOP_HELO_FCRDNS 0.400
+score LH_URI_DOM_IN_PATH 1.420
+score LIST_PRTL_SAME_USER 0.750
+score LONG_HEX_URI 0.001
score LONG_IMG_URI 0.001
score LOTS_OF_MONEY 0.010
-score MANY_SPAN_IN_TEXT 2.699
-score MILLION_HUNDRED 0.518
-score MIMEOLE_DIRECT_TO_MX 1.163
-score MIME_NO_TEXT 0.489
+score MANY_SPAN_IN_TEXT 2.799
+score MILLION_HUNDRED 0.001 # force non-zero
+score MIMEOLE_DIRECT_TO_MX 1.094
+score MIME_NO_TEXT 0.001
score MIXED_ES 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.961
-score MONEY_FRAUD_5 1.472
-score MONEY_FRAUD_8 0.680
-score MONEY_FROM_MISSP 1.145
-score MSM_PRIO_REPTO 2.067
-score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 0.911
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.499
-score OFFER_ONLY_AMERICA 0.453
-score PDS_BTC_ID 0.498
+score MONEY_FRAUD_3 2.297
+score MONEY_FRAUD_5 0.486
+score MONEY_FRAUD_8 0.001
+score MONEY_FROM_MISSP 1.999
+score MSM_PRIO_REPTO 0.994
+score NICE_REPLY_A -1.869
+score NORDNS_LOW_CONTRAST 0.910
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.284
+score NSL_RCVD_HELO_USER 0.001
+score OFFER_ONLY_AMERICA 1.078
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.999
-score PDS_EMPTYSUBJ_URISHRT 1.499
+score PDS_EMPTYSUBJ_URISHRT 0.225
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.048
+score PDS_FROM_2_EMAILS 1.049
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_SHORTFWD_URISHRT 1.499
+score PDS_SHORTFWD_URISHRT 1.296
score PDS_TINYSUBJ_URISHRT 0.001
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 1.071
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 3.399
-score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RATWARE_NO_RDNS 1.256
-score RCVD_DOTEDU_SHORT 1.559
+score PP_MIME_FAKE_ASCII_TEXT 0.111
+score RATWARE_NO_RDNS 1.283
+score RCVD_DOTEDU_SHORT 2.499
score RCVD_DOTEDU_SUSP_URI 2.999
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 1.603
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 2.999
score RISK_FREE 2.599
-score SENDGRID_REDIR 2.397
-score SERGIO_SUBJECT_VIAGRA01 3.599
-score SHORTENED_URL_SRC 3.899
-score SHORTENER_SHORT_IMG 1.271
+score SENDGRID_REDIR 2.569
+score SERGIO_SUBJECT_VIAGRA01 3.600
+score SHORTENED_URL_SRC 3.999
+score SHORTENER_SHORT_IMG 1.484
score SHORT_SHORTNER 1.999
-score SHORT_URL 1.209
+score SHORT_URL 1.210
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.997
+score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.795
-score SPOOFED_FREEM_REPTO_CHN 0.797
+score SPOOFED_FREEM_REPTO 0.672
+score SPOOFED_FREEM_REPTO_CHN 3.022
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 0.001
-score STOX_BOUND_090909_B 2.491
-score SUBJ_OBFU_PUNCT_FEW 0.001
-score SUBJ_OBFU_PUNCT_MANY 0.332
-score SUSP_UTF8_WORD_COMBO 2.999
+score STOX_BOUND_090909_B 2.495
+score SUBJ_OBFU_PUNCT_FEW 0.133
+score SUBJ_OBFU_PUNCT_MANY 0.226
+score SUSP_UTF8_WORD_COMBO 3.000
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score THIS_AD 0.799
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.683
-score TO_EQ_FM_DOM_HTML_IMG 0.313
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.378
+score TO_EQ_FM_DOM_HTML_IMG 0.173
score TO_EQ_FM_DOM_HTML_ONLY 1.799
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 1.255
+score TO_EQ_FM_HTML_ONLY 0.965
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 2.000
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 1.667
-score TO_NO_BRKTS_NORDNS_HTML 1.997
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 4.300
+score TO_IN_SUBJ 0.100
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 0.099
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 2.500
+score TO_NO_BRKTS_NORDNS_HTML 1.999
+score TO_NO_BRKTS_PCNT 2.398
+score TVD_RCVD_SPACE_BRACKET 4.027
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.310
-score UPGRADE_MAILBOX 0.001 # force non-zero
+score TVD_SPACE_RATIO_MINFP 1.486
+score UPGRADE_MAILBOX 0.001
score URI_DOTEDU 0.001 # force non-zero
-score URI_DOTEDU_ENTITY 1.104
-score URI_GOOGLE_PROXY 0.627
+score URI_DOTEDU_ENTITY 2.115
+score URI_GOOGLE_PROXY 0.632
score URI_IMG_WP_REDIR 2.999
-score URI_IN_URI_10 1.542
-score URI_IN_URI_5 2.548
-score URI_ONLY_MSGID_MALF 0.001
+score URI_IN_URI_10 1.229
+score URI_IN_URI_5 3.464
+score URI_ONLY_MSGID_MALF 0.001 # force non-zero
score URI_PHISH 3.999
-score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.997
-score URI_WP_DIRINDEX 2.422
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 1.999
+score URI_WP_DIRINDEX 2.596
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 1.594
-score XPRIO_SHORT_SUBJ 2.488
+score URI_WP_HACKED_2 1.598
+score XPRIO_SHORT_SUBJ 2.422
score XPRIO_URL_SHORTNER 0.999
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -262,6 +261,7 @@ score HEXHASH_WORD 1.0
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
+score HOSTED_IMG_FREEM 1.000
score HOSTED_IMG_MULTI 1.000
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1881808&r1=1881807&r2=1881808&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Sep 18 03:22:14 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 855046 42.385% (99.632% of non-spam corpus)
-# Correctly spam: 980320 48.594% (84.572% of spam corpus)
-# False positives: 3161 0.157% (0.368% of nonspam, 135518 weighted)
-# False negatives: 178828 8.864% (15.428% of spam, 447796 weighted)
-# Average score for spam: 10.0 nonspam: 0.5
-# Average for false-pos: 6.3 false-neg: 2.5
-# TOTAL: 2017355 100.00%
+# Correctly non-spam: 853184 42.868% (99.634% of non-spam corpus)
+# Correctly spam: 955718 48.019% (84.281% of spam corpus)
+# False positives: 3132 0.157% (0.366% of nonspam, 133150 weighted)
+# False negatives: 178246 8.956% (15.719% of spam, 444494 weighted)
+# Average score for spam: 9.4 nonspam: 0.5
+# Average for false-pos: 6.4 false-neg: 2.5
+# TOTAL: 1990280 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 106504 99.47%
-# Correctly spam: 122147 84.42%
-# False positives: 566 0.53%
-# False negatives: 22542 15.58%
-# TCR(l=50): 2.845856 SpamRecall: 84.420% SpamPrec: 99.539%
+# Correctly non-spam: 106292 99.50%
+# Correctly spam: 119421 84.38%
+# False positives: 533 0.50%
+# False negatives: 22105 15.62%
+# TCR(l=50): 2.902800 SpamRecall: 84.381% SpamPrec: 99.556%
##### 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: 848781 98.90%
-# Correctly spam: 390500 33.69%
-# False positives: 9426 1.10%
-# False negatives: 768648 66.31%
-# TCR(l=50): 0.934836 SpamRecall: 33.689% SpamPrec: 97.643%
+# Correctly non-spam: 847307 98.95%
+# Correctly spam: 379157 33.44%
+# False positives: 9009 1.05%
+# False negatives: 754807 66.56%
+# TCR(l=50): 0.940848 SpamRecall: 33.436% SpamPrec: 97.679%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 105873 98.88%
-# Correctly spam: 48481 33.51%
-# False positives: 1197 1.12%
-# False negatives: 96208 66.49%
-# TCR(l=50): 0.927149 SpamRecall: 33.507% SpamPrec: 97.590%
+# Correctly non-spam: 105699 98.95%
+# Correctly spam: 47353 33.46%
+# False positives: 1126 1.05%
+# False negatives: 94173 66.54%
+# TCR(l=50): 0.940541 SpamRecall: 33.459% SpamPrec: 97.677%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1881808&r1=1881807&r2=1881808&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Sep 18 03:22:14 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 185397 13.490% (99.221% of non-spam corpus)
-# Correctly spam: 1120443 81.529% (94.358% of spam corpus)
-# False positives: 1456 0.106% (0.779% of nonspam, 768497 weighted)
-# False negatives: 66993 4.875% (5.642% of spam, 145123 weighted)
-# Average score for spam: 16.1 nonspam: -1.1
-# Average for false-pos: 8.3 false-neg: 2.2
-# TOTAL: 1374289 100.00%
+# Correctly non-spam: 185354 13.488% (99.202% of non-spam corpus)
+# Correctly spam: 1123152 81.730% (94.590% of spam corpus)
+# False positives: 1491 0.108% (0.798% of nonspam, 781931 weighted)
+# False negatives: 64233 4.674% (5.410% of spam, 130770 weighted)
+# Average score for spam: 16.2 nonspam: -1.1
+# Average for false-pos: 8.3 false-neg: 2.0
+# TOTAL: 1374230 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 23251 99.13%
-# Correctly spam: 140120 94.47%
-# False positives: 203 0.87%
-# False negatives: 8198 5.53%
-# TCR(l=50): 8.083606 SpamRecall: 94.473% SpamPrec: 99.855%
+# Correctly non-spam: 23268 99.21%
+# Correctly spam: 140297 94.59%
+# False positives: 186 0.79%
+# False negatives: 8021 5.41%
+# TCR(l=50): 8.562901 SpamRecall: 94.592% SpamPrec: 99.868%
##### 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: 184462 98.72%
-# Correctly spam: 721942 60.80%
-# False positives: 2391 1.28%
-# False negatives: 465494 39.20%
-# TCR(l=50): 2.029652 SpamRecall: 60.798% SpamPrec: 99.670%
+# Correctly non-spam: 184435 98.71%
+# Correctly spam: 721961 60.80%
+# False positives: 2410 1.29%
+# False negatives: 465424 39.20%
+# TCR(l=50): 2.026517 SpamRecall: 60.803% SpamPrec: 99.667%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 23149 98.70%
-# Correctly spam: 90264 60.86%
-# False positives: 305 1.30%
-# False negatives: 58054 39.14%
-# TCR(l=50): 2.023328 SpamRecall: 60.858% SpamPrec: 99.663%
+# Correctly non-spam: 23169 98.78%
+# Correctly spam: 90262 60.86%
+# False positives: 285 1.22%
+# False negatives: 58056 39.14%
+# TCR(l=50): 2.051254 SpamRecall: 60.857% SpamPrec: 99.685%