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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/02/15 05:20:32 UTC
svn commit: r1874044 [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=1874044&r1=1874043&r2=1874044&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Feb 15 05:20:32 2020
@@ -3,221 +3,221 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.360
-score ADMITS_SPAM 1.861
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.465
-score ADVANCE_FEE_3_NEW_MONEY 1.447
+score AC_FROM_MANY_DOTS 2.238
+score ADMITS_SPAM 2.275
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.463
+score ADVANCE_FEE_3_NEW_MONEY 0.965
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.445
-score ADVANCE_FEE_4_NEW_MONEY 1.227
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.322
-score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 0.906
-score AMAZON_IMG_NOT_RCVD_AMZN 1.567
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.480
+score ADVANCE_FEE_4_NEW_MONEY 1.105
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.324
+score AD_PREFS 0.500
+score ALIBABA_IMG_NOT_RCVD_ALI 0.789
+score AMAZON_IMG_NOT_RCVD_AMZN 1.608
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 2.902
+score BITCOIN_EXTORT_01 2.454
score BITCOIN_MALWARE 0.001
-score BITCOIN_PAY_ME 2.105
-score BITCOIN_SPAM_02 1.419
+score BITCOIN_PAY_ME 2.353
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.871
-score BITCOIN_SPAM_07 2.897
+score BITCOIN_SPAM_05 1.719
+score BITCOIN_SPAM_07 2.894
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 1.336
-score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 2.450
-score BODY_URI_ONLY 0.999
-score BOGUS_MIME_VERSION 0.520
-score BOGUS_MSM_HDRS 1.681
+score BODY_EMPTY 0.447
+score BODY_SINGLE_URI 2.454
+score BODY_SINGLE_WORD 2.493
+score BODY_URI_ONLY 0.998
+score BOGUS_MIME_VERSION 0.519
+score BOGUS_MSM_HDRS 1.045
score CANT_SEE_AD 2.499
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 1.000
+score CK_HELO_GENERIC 0.248
+score CTE_8BIT_MISMATCH 0.998
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 2.299
+score DKIMWL_BL 2.175
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
-score DX_TEXT_03 2.999
-score END_FUTURE_EMAILS 1.257
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.001
+score DX_TEXT_03 2.899
+score END_FUTURE_EMAILS 1.407
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.599
-score FORGED_SPF_HELO 1.211
-score FORM_FRAUD 0.001
-score FORM_FRAUD_3 2.548
+score FORGED_RELAY_MUA_TO_MX 3.595
+score FORGED_SPF_HELO 1.350
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 2.139
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 0.001 # force non-zero
-score FROM_2_EMAILS_SHORT 1.681
-score FROM_ADDR_WS 2.235
+score FROM_2_EMAILS_SHORT 1.723
+score FROM_ADDR_WS 1.723
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 0.001
-score FROM_MISSP_DYNIP 3.360
+score FROM_MISSP_DYNIP 1.800
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.037
+score FROM_MISSP_SPF_FAIL 1.036
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.006
-score FROM_NTLD_LINKBAIT 0.315
+score FROM_NAME_EQ_TO_G_DRIVE 0.001
+score FROM_NTLD_LINKBAIT 1.590
score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.965
+score FROM_SUSPICIOUS_NTLD_FP 1.694
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 1.797
-score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FSL_THIS_IS_ADV 1.850
-score FUZZY_BITCOIN 3.799
+score FSL_HELO_FAKE 1.793
+score FSL_NEW_HELO_USER 0.001
+score FSL_THIS_IS_ADV 1.045
+score FUZZY_BITCOIN 3.795
score FUZZY_BTC_WALLET 0.001
-score FUZZY_SECURITY 2.055
+score FUZZY_SECURITY 0.732
score FUZZY_WALLET 0.001
-score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.600
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_BITCOIN_CP 2.683
+score GB_BITCOIN_NH 2.043
+score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GB_GOOGLE_OBFUR 0.001
-score GB_GOOGLE_OBFUS 0.750
-score GB_WP_FILELINK 0.001
-score GOOG_REDIR_HTML_ONLY 1.307
+score GB_GOOGLE_OBFUS 0.749
+score GB_WP_FILELINK 1.999
+score GOOG_REDIR_HTML_ONLY 1.290
score GOOG_REDIR_NORDNS 2.999
-score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDRS_LCASE 0.001
+score HDRS_LCASE_IMGONLY 0.098
+score HDR_ORDER_FTSDMCXX_DIRECT 2.000
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.067
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 0.001
-score HK_GOLDDUST 2.628
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 0.999
+score HK_NAME_MR_MRS 0.998
+score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 0.025
-score HOSTED_IMG_MULTI 1.667
-score HTML_OFF_PAGE 1.112
-score HTML_SINGLET_MANY 1.792
-score HTML_TAG_BALANCE_CENTER 2.892
+score HK_RCVD_IP_MULTICAST 0.341
+score HK_SCAM 1.997
+score HOSTED_IMG_DIRECT_MX 2.163
+score HOSTED_IMG_MULTI 2.209
+score HTML_OFF_PAGE 2.283
+score HTML_SINGLET_MANY 2.139
+score HTML_TAG_BALANCE_CENTER 2.937
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.286
+score HTML_TEXT_INVISIBLE_STYLE 1.223
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.906
-score KHOP_HELO_FCRDNS 0.276
-score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.352
-score LONG_HEX_URI 2.456
-score LONG_IMG_URI 2.687
+score KHOP_FAKE_EBAY 0.001
+score KHOP_HELO_FCRDNS 0.274
+score LIST_PARTIAL_SHORT_MSG 2.497
+score LIST_PRTL_SAME_USER 0.104
+score LONG_HEX_URI 2.665
+score LONG_IMG_URI 2.518
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.488
-score MALF_HTML_B64 2.480
-score MALWARE_NORDNS 0.001 # force non-zero
+score MALFORMED_FREEMAIL 1.673
+score MALF_HTML_B64 1.880
+score MALWARE_NORDNS 0.001
score MALWARE_PASSWORD 3.499
-score MAY_BE_FORGED 1.387
-score MILLION_HUNDRED 2.233
+score MAY_BE_FORGED 1.233
+score MILLION_HUNDRED 2.696
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 2.499
+score MIXED_ES 2.397
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.689
-score MONEY_FRAUD_3 0.998
+score MONEY_FORM_SHORT 1.401
+score MONEY_FRAUD_3 0.806
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.259
-score MONEY_FROM_41 2.000
-score NORDNS_LOW_CONTRAST 2.439
-score NO_FM_NAME_IP_HOSTN 1.273
+score MONEY_FRAUD_8 2.252
+score MONEY_FROM_41 1.999
+score NORDNS_LOW_CONTRAST 2.497
+score NO_FM_NAME_IP_HOSTN 1.421
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score OBFU_BITCOIN 0.001
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.292
-score PDS_DBL_URL_ILLEGAL_CHARS 0.153
-score PDS_DBL_URL_TNB_RUNON 1.681
+score PDS_BTC_ID 0.498
+score PDS_BTC_MSGID 0.918
+score PDS_DBL_URL_ILLEGAL_CHARS 1.877
+score PDS_DBL_URL_TNB_RUNON 1.950
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.312
+score PDS_FRNOM_TODOM_NAKED_TO 1.500
+score PDS_FROM_2_EMAILS 2.272
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 1.456
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_OTHER_BAD_TLD 1.723
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
-score PDS_PHP_EVAL 1.499
-score PDS_SHORTFWD_URISHRT 1.499
+score PDS_PHP_EVAL 1.498
+score PDS_SHORTFWD_URISHRT 1.498
score PDS_SHORT_BOGUS_MSM_HDRS 1.999
-score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TINYSUBJ_URISHRT 1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.340
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.433
+score PDS_TONAME_EQ_TOLOCAL_SHORT 1.997
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 0.001
-score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RATWARE_NO_RDNS 2.999
+score PP_MIME_FAKE_ASCII_TEXT 0.998
+score RATWARE_NO_RDNS 2.996
score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_ATCHNX 0.744
-score RDNS_NUM_TLD_XM 2.743
-score RISK_FREE 1.392
+score RDNS_NUM_TLD_ATCHNX 2.044
+score RDNS_NUM_TLD_XM 1.532
+score RISK_FREE 1.209
score SERGIO_SUBJECT_PORN014 3.999
-score SERGIO_SUBJECT_VIAGRA01 0.001
+score SERGIO_SUBJECT_VIAGRA01 2.619
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORT_BODY_G_DRIVE_DYN 1.080
-score SHORT_IMG_SUSP_NTLD 0.851
+score SHORT_BODY_G_DRIVE_DYN 0.712
+score SHORT_IMG_SUSP_NTLD 1.497
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.351
-score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 1.499
-score SPOOFED_FREEM_REPTO 2.499
-score STATIC_XPRIO_OLE 0.483
-score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.749
+score SINGLETS_LOW_CONTRAST 0.001
+score SPOOFED_FREEMAIL 1.997
+score SPOOFED_FREEMAIL_NO_RDNS 1.498
+score SPOOFED_FREEM_REPTO 2.497
+score STATIC_XPRIO_OLE 1.285
+score STOCK_LOW_CONTRAST 2.497
+score SUBJ_OBFU_PUNCT_FEW 0.748
+score SUBJ_OBFU_PUNCT_MANY 1.747
score SUSPNTLD_EXPIRATION_EXTORT 0.001
score TEQF_USR_POLITE 0.001
-score THIS_AD 1.599
-score THIS_IS_ADV_SUSP_NTLD 0.030
+score THIS_AD 1.697
+score THIS_IS_ADV_SUSP_NTLD 1.067
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.498
+score TO_EQ_FM_DIRECT_MX 1.500
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.938
-score TO_EQ_FM_DOM_SPF_FAIL 0.009
-score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
-score TO_EQ_FM_SPF_FAIL 0.317
-score TO_IN_SUBJ 0.099
+score TO_EQ_FM_DOM_HTML_ONLY 0.550
+score TO_EQ_FM_DOM_SPF_FAIL 0.763
+score TO_EQ_FM_HTML_ONLY 0.634
+score TO_EQ_FM_SPF_FAIL 0.001
+score TO_IN_SUBJ 0.098
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 1.342
-score TO_NO_BRKTS_HTML_IMG 0.834
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.795
-score TO_NO_BRKTS_NORDNS_HTML 1.387
+score TO_NO_BRKTS_FROM_MSSP 1.475
+score TO_NO_BRKTS_HTML_IMG 0.835
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_MSFT 1.834
+score TO_NO_BRKTS_NORDNS_HTML 1.277
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.360
+score TVD_SPACE_RATIO_MINFP 1.503
score UNICODE_OBFU_ASC 2.499
-score UPGRADE_MAILBOX 1.090
+score UPGRADE_MAILBOX 1.046
score URI_BUFFLY 1.999
score URI_GOOGLE_PROXY 2.399
score URI_ONLY_MSGID_MALF 0.214
-score URI_PHISH 3.625
-score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 2.000
+score URI_PHISH 3.368
+score URI_PHP_REDIR 3.496
+score URI_TRY_3LD 1.997
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
+score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
-score YOU_INHERIT 2.393
+score YOU_INHERIT 2.371
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -273,8 +273,6 @@ score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.0
score GOOG_MALWARE_DNLD 1.000
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
-score HK_RCVD_IP_MULTICAST 1.000
-score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_FREEM 1.000
score HTML_ENTITY_ASCII 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1874044&r1=1874043&r2=1874044&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Feb 15 05:20:32 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 746863 53.729% (99.601% of non-spam corpus)
-# Correctly spam: 492404 35.423% (76.913% of spam corpus)
-# False positives: 2989 0.215% (0.399% of nonspam, 75040 weighted)
-# False negatives: 147801 10.633% (23.087% of spam, 344244 weighted)
-# Average score for spam: 9.6 nonspam: 0.6
-# Average for false-pos: 5.9 false-neg: 2.3
-# TOTAL: 1390057 100.00%
+# Correctly non-spam: 748389 52.786% (99.605% of non-spam corpus)
+# Correctly spam: 503845 35.538% (75.605% of spam corpus)
+# False positives: 2965 0.209% (0.395% of nonspam, 77885 weighted)
+# False negatives: 162569 11.467% (24.395% of spam, 418143 weighted)
+# Average score for spam: 9.5 nonspam: 0.6
+# Average for false-pos: 5.9 false-neg: 2.6
+# TOTAL: 1417768 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 93057 99.51%
-# Correctly spam: 61991 77.58%
-# False positives: 459 0.49%
-# False negatives: 17916 22.42%
-# TCR(l=50): 1.955342 SpamRecall: 77.579% SpamPrec: 99.265%
+# Correctly non-spam: 93261 99.54%
+# Correctly spam: 63292 76.14%
+# False positives: 427 0.46%
+# False negatives: 19838 23.86%
+# TCR(l=50): 2.018306 SpamRecall: 76.136% SpamPrec: 99.330%
##### 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: 735273 98.06%
-# Correctly spam: 219196 34.24%
-# False positives: 14579 1.94%
-# False negatives: 421009 65.76%
-# TCR(l=50): 0.556720 SpamRecall: 34.238% SpamPrec: 93.764%
+# Correctly non-spam: 736735 98.05%
+# Correctly spam: 218868 32.84%
+# False positives: 14619 1.95%
+# False negatives: 447546 67.16%
+# TCR(l=50): 0.565478 SpamRecall: 32.843% SpamPrec: 93.739%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 91674 98.03%
-# Correctly spam: 27437 34.34%
-# False positives: 1842 1.97%
-# False negatives: 52470 65.66%
-# TCR(l=50): 0.552722 SpamRecall: 34.336% SpamPrec: 93.709%
+# Correctly non-spam: 91813 98.00%
+# Correctly spam: 27263 32.80%
+# False positives: 1875 2.00%
+# False negatives: 55867 67.20%
+# TCR(l=50): 0.555619 SpamRecall: 32.796% SpamPrec: 93.565%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1874044&r1=1874043&r2=1874044&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Feb 15 05:20:32 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 728141 53.616% (98.593% of non-spam corpus)
-# Correctly spam: 535251 39.413% (86.396% of spam corpus)
-# False positives: 10388 0.765% (1.407% of nonspam, 732872 weighted)
-# False negatives: 84283 6.206% (13.604% of spam, 134339 weighted)
+# Correctly non-spam: 728242 53.627% (98.608% of non-spam corpus)
+# Correctly spam: 534826 39.384% (86.339% of spam corpus)
+# False positives: 10282 0.757% (1.392% of nonspam, 727847 weighted)
+# False negatives: 84622 6.231% (13.661% of spam, 137406 weighted)
# Average score for spam: 20.3 nonspam: -2.4
# Average for false-pos: 8.4 false-neg: 1.6
-# TOTAL: 1358063 100.00%
+# TOTAL: 1357972 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 90369 98.12%
-# Correctly spam: 66800 86.34%
-# False positives: 1729 1.88%
-# False negatives: 10570 13.66%
-# TCR(l=50): 0.797464 SpamRecall: 86.338% SpamPrec: 97.477%
+# Correctly non-spam: 90791 98.58%
+# Correctly spam: 66692 86.21%
+# False positives: 1307 1.42%
+# False negatives: 10671 13.79%
+# TCR(l=50): 1.017653 SpamRecall: 86.207% SpamPrec: 98.078%
##### 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: 736171 99.68%
-# Correctly spam: 323376 52.20%
-# False positives: 2358 0.32%
-# False negatives: 296158 47.80%
-# TCR(l=50): 1.496249 SpamRecall: 52.197% SpamPrec: 99.276%
+# Correctly non-spam: 736185 99.68%
+# Correctly spam: 323489 52.22%
+# False positives: 2339 0.32%
+# False negatives: 295959 47.78%
+# TCR(l=50): 1.500205 SpamRecall: 52.222% SpamPrec: 99.282%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 91809 99.69%
-# Correctly spam: 40332 52.13%
-# False positives: 289 0.31%
-# False negatives: 37038 47.87%
-# TCR(l=50): 1.502680 SpamRecall: 52.129% SpamPrec: 99.289%
+# Correctly non-spam: 91807 99.68%
+# Correctly spam: 40290 52.08%
+# False positives: 291 0.32%
+# False negatives: 37073 47.92%
+# TCR(l=50): 1.498615 SpamRecall: 52.079% SpamPrec: 99.283%