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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/02/12 05:44:58 UTC
svn commit: r1873929 [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=1873929&r1=1873928&r2=1873929&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Feb 12 05:44:58 2020
@@ -3,219 +3,221 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.500
+score AC_FROM_MANY_DOTS 2.223
score ADMITS_SPAM 2.273
-score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.453
-score ADVANCE_FEE_3_NEW_MONEY 0.704
+score ADVANCE_FEE_3_NEW_MONEY 0.963
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.239
-score ADVANCE_FEE_4_NEW_MONEY 1.187
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.028
-score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 1.946
-score AMAZON_IMG_NOT_RCVD_AMZN 1.500
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.590
+score ADVANCE_FEE_4_NEW_MONEY 1.280
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.263
+score AD_PREFS 0.500
+score ALIBABA_IMG_NOT_RCVD_ALI 1.533
+score AMAZON_IMG_NOT_RCVD_AMZN 1.502
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 2.864
+score BITCOIN_EXTORT_01 3.052
score BITCOIN_MALWARE 0.001
-score BITCOIN_PAY_ME 2.499
-score BITCOIN_SPAM_02 1.424
+score BITCOIN_PAY_ME 2.127
+score BITCOIN_SPAM_02 1.420
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.858
-score BITCOIN_SPAM_07 2.891
-score BITCOIN_SPAM_09 1.493
-score BODY_EMPTY 1.999
-score BODY_SINGLE_URI 2.450
-score BODY_SINGLE_WORD 2.498
-score BODY_URI_ONLY 0.998
-score BOGUS_MIME_VERSION 0.712
-score BOGUS_MSM_HDRS 0.796
+score BITCOIN_SPAM_05 1.696
+score BITCOIN_SPAM_07 2.895
+score BITCOIN_SPAM_09 1.492
+score BODY_EMPTY 0.845
+score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_WORD 2.451
+score BODY_URI_ONLY 0.999
+score BOGUS_MIME_VERSION 0.530
+score BOGUS_MSM_HDRS 2.990
score CANT_SEE_AD 2.499
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.248
-score CTE_8BIT_MISMATCH 0.998
+score CK_HELO_GENERIC 0.249
+score CTE_8BIT_MISMATCH 0.999
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 2.303
-score DKIMWL_WL_HIGH -0.001 # force non-zero
+score DKIMWL_BL 2.302
+score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 2.899
-score END_FUTURE_EMAILS 1.406
+score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.595
-score FORGED_SPF_HELO 1.241
-score FORM_FRAUD 0.001
+score FORGED_RELAY_MUA_TO_MX 3.599
+score FORGED_SPF_HELO 1.205
+score FORM_FRAUD 1.000
+score FORM_FRAUD_3 2.308
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
-score FROMSPACE 0.001 # force non-zero
-score FROM_2_EMAILS_SHORT 1.997
-score FROM_ADDR_WS 2.385
-score FROM_FMBLA_NEWDOM 1.500
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 0.001
+score FROM_2_EMAILS_SHORT 1.998
+score FROM_ADDR_WS 1.746
+score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.798
-score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.160
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.001 # force non-zero
+score FROM_GOV_SPOOF 0.081
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.257
+score FROM_MISSP_DYNIP 1.876
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_USER 0.001
+score FROM_MISSP_SPF_FAIL 1.038
+score FROM_MISSP_USER 0.001 # force non-zero
score FROM_MISSP_XPRIO 0.001
score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_LINKBAIT 1.993
+score FROM_NTLD_LINKBAIT 1.061
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 1.609
-score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
-score FSL_HELO_FAKE 1.796
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.692
+score FSL_BULK_SIG 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.001
+score FSL_HELO_FAKE 3.099
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 1.030
-score FUZZY_BITCOIN 3.795
+score FSL_THIS_IS_ADV 1.027
+score FUZZY_BITCOIN 3.799
score FUZZY_BTC_WALLET 0.001
-score FUZZY_SECURITY 2.338
+score FUZZY_SECURITY 2.491
score FUZZY_WALLET 0.001
-score GB_BITCOIN_CP 3.000
-score GB_BITCOIN_NH 1.642
-score GB_FREEMAIL_DISPTO 0.001
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUR 0.302
+score GB_BITCOIN_CP 2.999
+score GB_BITCOIN_NH 1.451
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
+score GB_GOOGLE_OBFUR 0.706
score GB_GOOGLE_OBFUS 0.749
score GB_WP_FILELINK 0.001
-score GOOG_REDIR_HTML_ONLY 1.467
-score GOOG_REDIR_NORDNS 2.999
-score HDRS_LCASE 0.001
-score HDRS_LCASE_IMGONLY 0.098
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_NORDNS 3.000
+score HDRS_LCASE 0.001 # force non-zero
+score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 0.001
-score HK_GOLDDUST 2.688
+score HK_GOLDDUST 2.676
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.997
-score HOSTED_IMG_DIRECT_MX 0.833
-score HOSTED_IMG_MULTI 1.767
-score HTML_OFF_PAGE 1.073
-score HTML_SINGLET_MANY 1.927
-score HTML_TAG_BALANCE_CENTER 2.915
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 2.239
+score HOSTED_IMG_MULTI 0.840
+score HTML_OFF_PAGE 2.290
+score HTML_SINGLET_MANY 1.912
+score HTML_TAG_BALANCE_CENTER 2.933
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.220
+score HTML_TEXT_INVISIBLE_STYLE 1.221
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 1.415
-score KHOP_FAKE_EBAY 0.810
-score KHOP_HELO_FCRDNS 0.274
-score LIST_PARTIAL_SHORT_MSG 2.497
-score LIST_PRTL_SAME_USER 0.004
-score LONG_HEX_URI 2.313
-score LONG_IMG_URI 1.371
+score KB_FORGED_MOZ4 0.001
+score KHOP_FAKE_EBAY 1.399
+score KHOP_HELO_FCRDNS 0.276
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LIST_PRTL_SAME_USER 0.235
+score LONG_HEX_URI 2.518
+score LONG_IMG_URI 1.369
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.511
-score MALF_HTML_B64 0.321
+score MALFORMED_FREEMAIL 1.469
+score MALF_HTML_B64 2.810
score MALWARE_NORDNS 0.001
score MALWARE_PASSWORD 3.499
-score MAY_BE_FORGED 1.221
-score MILLION_HUNDRED 2.696
+score MAY_BE_FORGED 1.430
+score MILLION_HUNDRED 2.699
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 2.497
+score MIXED_ES 2.499
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.531
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.236
+score MONEY_FORM_SHORT 1.388
+score MONEY_FRAUD_3 1.016
+score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_8 2.239
score MONEY_FROM_41 1.999
-score NORDNS_LOW_CONTRAST 2.497
-score NO_FM_NAME_IP_HOSTN 1.299
+score NORDNS_LOW_CONTRAST 2.499
+score NO_FM_NAME_IP_HOSTN 1.837
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score OBFU_BITCOIN 0.001
-score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.990
-score PDS_DBL_URL_ILLEGAL_CHARS 1.818
-score PDS_DBL_URL_TNB_RUNON 1.715
-score PDS_EMPTYSUBJ_URISHRT 1.498
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 0.999
+score PDS_DBL_URL_ILLEGAL_CHARS 1.999
+score PDS_DBL_URL_TNB_RUNON 1.178
+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 1.999
+score PDS_FROM_2_EMAILS 2.001
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 0.001
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.807
+score PDS_OTHER_BAD_TLD 1.728
score PDS_PHPEXP_BOT 1.499
-score PDS_PHPE_URISHORTENER 0.812
+score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.499
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 1.329
-score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_SHORT_BOGUS_MSM_HDRS 0.560
+score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.997
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.440
+score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 0.001
-score PP_MIME_FAKE_ASCII_TEXT 0.998
-score RATWARE_NO_RDNS 2.996
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 0.621
-score RDNS_NUM_TLD_XM 2.092
-score RISK_FREE 0.091
+score RDNS_NUM_TLD_ATCHNX 1.810
+score RDNS_NUM_TLD_XM 2.998
+score RISK_FREE 1.273
score SERGIO_SUBJECT_PORN014 3.999
-score SERGIO_SUBJECT_VIAGRA01 2.610
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.298
-score SHORT_BODY_G_DRIVE_DYN 1.499
+score SERGIO_SUBJECT_VIAGRA01 2.631
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
+score SHORTENER_SHORT_IMG 1.569
+score SHORT_BODY_G_DRIVE_DYN 1.181
score SHORT_IMG_SUSP_NTLD 1.499
-score SHORT_SHORTNER 1.997
-score SINGLETS_LOW_CONTRAST 0.212
-score SPOOFED_FREEMAIL 1.997
-score SPOOFED_FREEMAIL_NO_RDNS 1.498
-score SPOOFED_FREEM_REPTO 2.497
-score STATIC_XPRIO_OLE 1.308
-score STOCK_LOW_CONTRAST 2.497
-score SUBJ_OBFU_PUNCT_FEW 0.748
-score SUBJ_OBFU_PUNCT_MANY 1.747
+score SHORT_SHORTNER 1.999
+score SINGLETS_LOW_CONTRAST 0.227
+score SPOOFED_FREEMAIL 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 1.499
+score SPOOFED_FREEM_REPTO 2.499
+score STATIC_XPRIO_OLE 0.001
+score STOCK_LOW_CONTRAST 2.499
+score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_MANY 1.749
score SUSPNTLD_EXPIRATION_EXTORT 0.001
score TEQF_USR_POLITE 0.001
-score THIS_AD 1.697
-score THIS_IS_ADV_SUSP_NTLD 0.053
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
-score TO_EQ_FM_DIRECT_MX 1.496
+score THIS_AD 1.699
+score THIS_IS_ADV_SUSP_NTLD 0.043
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 1.499
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.746
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.539
-score TO_EQ_FM_SPF_FAIL 0.326
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.235
-score TO_NO_BRKTS_FROM_MSSP 1.373
-score TO_NO_BRKTS_HTML_IMG 0.836
-score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 1.792
-score TO_NO_BRKTS_NORDNS_HTML 1.355
+score TO_EQ_FM_DOM_HTML_ONLY 1.054
+score TO_EQ_FM_DOM_SPF_FAIL 0.771
+score TO_EQ_FM_HTML_ONLY 0.001
+score TO_EQ_FM_SPF_FAIL 0.045
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 0.001 # force non-zero
+score TO_NO_BRKTS_FROM_MSSP 1.456
+score TO_NO_BRKTS_HTML_IMG 0.837
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 1.820
+score TO_NO_BRKTS_NORDNS_HTML 1.275
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.520
-score UNICODE_OBFU_ASC 2.497
-score UPGRADE_MAILBOX 0.420
+score TVD_SPACE_RATIO_MINFP 1.318
+score UNICODE_OBFU_ASC 2.499
+score UPGRADE_MAILBOX 0.421
score URI_BUFFLY 1.999
-score URI_GOOGLE_PROXY 2.397
-score URI_ONLY_MSGID_MALF 0.218
-score URI_PHISH 3.290
-score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.997
+score URI_GOOGLE_PROXY 2.399
+score URI_ONLY_MSGID_MALF 0.219
+score URI_PHISH 3.319
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.496
+score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 2.497
+score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
+score YOU_INHERIT 2.499
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1873929&r1=1873928&r2=1873929&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Feb 12 05:44:58 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 723660 53.860% (99.683% of non-spam corpus)
-# Correctly spam: 477827 35.563% (77.365% of spam corpus)
-# False positives: 2302 0.171% (0.317% of nonspam, 58183 weighted)
-# False negatives: 139800 10.405% (22.635% of spam, 307404 weighted)
-# Average score for spam: 9.5 nonspam: 0.6
-# Average for false-pos: 5.9 false-neg: 2.2
-# TOTAL: 1343589 100.00%
+# Correctly non-spam: 742843 54.579% (99.494% of non-spam corpus)
+# Correctly spam: 485004 35.635% (78.938% of spam corpus)
+# False positives: 3780 0.278% (0.506% of nonspam, 89123 weighted)
+# False negatives: 129406 9.508% (21.062% of spam, 259545 weighted)
+# Average score for spam: 9.6 nonspam: 0.6
+# Average for false-pos: 5.7 false-neg: 2.0
+# TOTAL: 1361033 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 90112 99.56%
-# Correctly spam: 60819 78.83%
-# False positives: 396 0.44%
-# False negatives: 16337 21.17%
-# TCR(l=50): 2.135097 SpamRecall: 78.826% SpamPrec: 99.353%
+# Correctly non-spam: 92595 99.44%
+# Correctly spam: 60607 78.95%
+# False positives: 518 0.56%
+# False negatives: 16157 21.05%
+# TCR(l=50): 1.825237 SpamRecall: 78.952% SpamPrec: 99.153%
##### 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: 711916 98.07%
-# Correctly spam: 218777 35.42%
-# False positives: 14046 1.93%
-# False negatives: 398850 64.58%
-# TCR(l=50): 0.560893 SpamRecall: 35.422% SpamPrec: 93.967%
+# Correctly non-spam: 732041 98.05%
+# Correctly spam: 218674 35.59%
+# False positives: 14582 1.95%
+# False negatives: 395736 64.41%
+# TCR(l=50): 0.546222 SpamRecall: 35.591% SpamPrec: 93.748%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88790 98.10%
-# Correctly spam: 27320 35.41%
-# False positives: 1718 1.90%
-# False negatives: 49836 64.59%
-# TCR(l=50): 0.568427 SpamRecall: 35.409% SpamPrec: 94.084%
+# Correctly non-spam: 91258 98.01%
+# Correctly spam: 27401 35.70%
+# False positives: 1855 1.99%
+# False negatives: 49363 64.30%
+# TCR(l=50): 0.540162 SpamRecall: 35.695% SpamPrec: 93.659%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1873929&r1=1873928&r2=1873929&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Feb 12 05:44:58 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 728209 53.614% (98.600% of non-spam corpus)
-# Correctly spam: 533853 39.304% (86.147% of spam corpus)
-# False positives: 10343 0.761% (1.400% of nonspam, 732241 weighted)
-# False negatives: 85849 6.321% (13.853% of spam, 142014 weighted)
-# Average score for spam: 20.1 nonspam: -2.4
-# Average for false-pos: 8.4 false-neg: 1.7
-# TOTAL: 1358254 100.00%
+# Correctly non-spam: 728208 53.616% (98.601% of non-spam corpus)
+# Correctly spam: 535243 39.408% (86.378% of spam corpus)
+# False positives: 10335 0.761% (1.399% of nonspam, 730941 weighted)
+# False negatives: 84407 6.215% (13.622% of spam, 135179 weighted)
+# Average score for spam: 20.5 nonspam: -2.4
+# Average for false-pos: 8.4 false-neg: 1.6
+# TOTAL: 1358193 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 90800 98.59%
-# Correctly spam: 66803 86.32%
-# False positives: 1302 1.41%
-# False negatives: 10588 13.68%
-# TCR(l=50): 1.022500 SpamRecall: 86.319% SpamPrec: 98.088%
+# Correctly non-spam: 90384 98.13%
+# Correctly spam: 66985 86.56%
+# False positives: 1718 1.87%
+# False negatives: 10400 13.44%
+# TCR(l=50): 0.803583 SpamRecall: 86.561% SpamPrec: 97.499%
##### 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: 736185 99.68%
-# Correctly spam: 323391 52.18%
-# False positives: 2367 0.32%
-# False negatives: 296311 47.82%
-# TCR(l=50): 1.494479 SpamRecall: 52.185% SpamPrec: 99.273%
+# Correctly non-spam: 736210 99.68%
+# Correctly spam: 323374 52.19%
+# False positives: 2333 0.32%
+# False negatives: 296276 47.81%
+# TCR(l=50): 1.500632 SpamRecall: 52.187% SpamPrec: 99.284%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 91820 99.69%
-# Correctly spam: 40417 52.22%
-# False positives: 282 0.31%
-# False negatives: 36974 47.78%
-# TCR(l=50): 1.515272 SpamRecall: 52.224% SpamPrec: 99.307%
+# Correctly non-spam: 91790 99.66%
+# Correctly spam: 40380 52.18%
+# False positives: 312 0.34%
+# False negatives: 37005 47.82%
+# TCR(l=50): 1.471058 SpamRecall: 52.181% SpamPrec: 99.233%