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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/04/20 05:10:53 UTC
svn commit: r1876739 [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=1876739&r1=1876738&r2=1876739&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Apr 20 05:10:52 2020
@@ -6,234 +6,234 @@ score AC_DIV_BONANZA 0.0
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 0.001
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.468
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.183
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.467
+score ADVANCE_FEE_3_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_3_NEW_MONEY 1.182
score ADVANCE_FEE_4_NEW 2.399
-score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.699
+score ADVANCE_FEE_4_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW 2.599
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score AD_PREFS 0.242
+score AD_PREFS 0.001
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
-score APP_DEVELOPMENT_NORDNS 1.999
+score APP_DEVELOPMENT_NORDNS 2.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 0.093
-score BITCOIN_MALWARE 1.043
+score BITCOIN_EXTORT_01 0.596
+score BITCOIN_MALWARE 2.289
score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_01 0.743
+score BITCOIN_SPAM_01 1.093
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.190
+score BITCOIN_SPAM_05 1.334
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_08 2.152
-score BITCOIN_SPAM_09 0.359
-score BITCOIN_YOUR_INFO 1.602
-score BODY_SINGLE_URI 2.500
+score BITCOIN_SPAM_08 2.109
+score BITCOIN_SPAM_09 0.643
+score BITCOIN_YOUR_INFO 1.610
+score BODY_SINGLE_URI 2.499
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.000
+score BODY_URI_ONLY 0.999
score BOGUS_MIME_VERSION 0.001
score BOGUS_MSM_HDRS 2.999
-score CK_HELO_DYNAMIC_SPLIT_IP 0.335
-score CK_HELO_GENERIC 0.250
-score CTE_8BIT_MISMATCH 1.000
-score DATE_DOTS 1.138
+score CK_HELO_DYNAMIC_SPLIT_IP 0.336
+score CK_HELO_GENERIC 0.249
+score CTE_8BIT_MISMATCH 0.998
+score DATE_DOTS 2.094
score DEAR_BENEFICIARY 0.001
score DEAR_EMAIL_USER 2.399
-score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.001 # force non-zero
-score DKIMWL_WL_MED -0.001
+score DKIMWL_BL 2.996
+score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 0.199
-score END_FUTURE_EMAILS 2.499
+score END_FUTURE_EMAILS 2.497
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.699
-score FORGED_SPF_HELO 1.597
-score FORM_FRAUD 0.001 # force non-zero
+score FORGED_RELAY_MUA_TO_MX 3.695
+score FORGED_SPF_HELO 1.593
+score FORM_FRAUD 0.001
score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 1.966
-score FROM_2_EMAILS_SHORT 1.446
-score FROM_ADDR_WS 0.030
-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 # force non-zero
+score FROMSPACE 1.968
+score FROM_2_EMAILS_SHORT 1.515
+score FROM_ADDR_WS 0.029
+score FROM_FMBLA_NEWDOM 1.498
+score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 3.599
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001 # force non-zero
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 3.500
+score FROM_MISSP_FREEMAIL 0.001
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_PHISH 3.496
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 2.353
+score FROM_MISSP_TO_UNDISC 2.499
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 1.029
+score FROM_NAME_EQ_TO_G_DRIVE 1.192
score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 0.032
-score FSL_BULK_SIG 0.001
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001 # force non-zero
-score FUZZY_BITCOIN 0.486
-score FUZZY_IMPORTANT 0.952
-score FUZZY_SECURITY 1.462
-score FUZZY_WALLET 0.001 # force non-zero
+score FUZZY_BITCOIN 0.036
+score FUZZY_IMPORTANT 1.000
+score FUZZY_SECURITY 1.220
+score FUZZY_WALLET 0.001
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 0.573
+score GB_BITCOIN_NH 0.078
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUR 0.749
+score GB_GOOGLE_OBFUR 0.750
score GB_GOOGLE_OBFUS 0.749
-score GB_MONERO_CP 0.950
+score GB_MONERO_CP 1.117
score GB_WP_FILELINK 1.999
-score GOOG_REDIR_NORDNS 2.012
-score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.100
+score GOOG_REDIR_NORDNS 2.062
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.099
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.528
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.001 # force non-zero
+score HDR_ORDER_FTSDMCXX_NORDNS 0.471
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 0.001
-score HEXHASH_WORD 2.999
+score HEXHASH_WORD 2.996
score HK_LOTTO 0.999
score HK_NAME_FROM 0.999
score HK_NAME_MR_MRS 0.001
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 1.999
-score HK_SCAM 0.001
-score HK_WIN 1.000
-score HOSTED_IMG_DIRECT_MX 3.460
-score HOSTED_IMG_FREEM 2.894
-score HOSTED_IMG_MULTI 2.648
-score HTML_OFF_PAGE 1.073
-score HTML_SINGLET_MANY 0.001 # force non-zero
-score HTML_TEXT_INVISIBLE_STYLE 2.110
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
+score HK_RCVD_IP_MULTICAST 0.768
+score HK_SCAM 0.001 # force non-zero
+score HK_WIN 0.999
+score HOSTED_IMG_DIRECT_MX 1.977
+score HOSTED_IMG_FREEM 2.890
+score HOSTED_IMG_MULTI 2.999
+score HTML_OFF_PAGE 1.069
+score HTML_SINGLET_MANY 0.001
+score HTML_TEXT_INVISIBLE_STYLE 2.115
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.636
-score KHOP_HELO_FCRDNS 0.399
-score LIST_PRTL_SAME_USER 0.503
-score LITECOIN_EXTORT_01 4.874
-score LONG_HEX_URI 1.613
+score KHOP_FAKE_EBAY 0.239
+score KHOP_HELO_FCRDNS 0.398
+score LIST_PRTL_SAME_USER 1.719
+score LITECOIN_EXTORT_01 3.660
+score LONG_HEX_URI 1.606
score LONG_IMG_URI 0.001
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.869
-score MALF_HTML_B64 3.499
-score MALWARE_NORDNS 2.839
+score MALFORMED_FREEMAIL 1.819
+score MALF_HTML_B64 3.496
+score MALWARE_NORDNS 1.063
score MANY_SPAN_IN_TEXT 2.699
-score MAY_BE_FORGED 0.077
+score MAY_BE_FORGED 0.075
score MILLION_HUNDRED 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
score MIME_NO_TEXT 1.999
-score MIXED_ES 0.319
-score MONERO_EXTORT_01 4.014
+score MIXED_ES 0.742
+score MONERO_EXTORT_01 2.559
score MONEY_ATM_CARD 0.001
-score MONEY_FORM_SHORT 0.001
+score MONEY_FORM_SHORT 0.001 # force non-zero
score MONEY_FRAUD_3 2.399
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MSM_PRIO_REPTO 2.198
-score NORDNS_LOW_CONTRAST 1.259
-score NO_FM_NAME_IP_HOSTN 1.823
+score MSM_PRIO_REPTO 2.499
+score NORDNS_LOW_CONTRAST 1.253
+score NO_FM_NAME_IP_HOSTN 1.832
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.287
-score NUMBERONLY_BITCOIN_EXP 0.775
-score OBFU_BITCOIN 0.097
+score NSL_RCVD_HELO_USER 1.490
+score NUMBERONLY_BITCOIN_EXP 0.966
+score OBFU_BITCOIN 0.001
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 1.499
+score PDS_EMPTYSUBJ_URISHRT 1.500
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.000
-score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 0.119
+score PDS_FROM_2_EMAILS 0.999
+score PDS_FROM_NAME_TO_DOMAIN 0.998
+score PDS_HELO_SPF_FAIL 0.108
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.749
+score PDS_NAKED_TO_NUMERO 1.924
score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_PHPEXP_BOT 1.499
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_PHPEXP_BOT 1.498
score PDS_PHP_EVAL 1.499
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 1.468
+score PDS_SHORT_BOGUS_MSM_HDRS 0.051
score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TINYSUBJ_URISHRT 1.247
+score PDS_TINYSUBJ_URISHRT 1.275
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 0.931
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 0.978
+score PDS_TONAME_EQ_TOLOCAL_SHORT 1.997
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 2.699
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RATWARE_NO_RDNS 2.827
+score RATWARE_NO_RDNS 2.628
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.016
+score RDNS_NUM_TLD_ATCHNX 1.891
score RDNS_NUM_TLD_XM 2.999
score RISK_FREE 0.001
-score SCRIPT_GIBBERISH 3.200
-score SERGIO_SUBJECT_PORN014 2.606
-score SERGIO_SUBJECT_VIAGRA01 2.767
-score SHOPIFY_IMG_NOT_RCVD_SFY 1.639
-score SHORTENER_SHORT_IMG 0.035
+score SCRIPT_GIBBERISH 3.199
+score SERGIO_SUBJECT_PORN014 2.603
+score SERGIO_SUBJECT_VIAGRA01 2.775
+score SHOPIFY_IMG_NOT_RCVD_SFY 1.638
+score SHORTENER_SHORT_IMG 0.001
score SHORT_IMG_SUSP_NTLD 1.499
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.999
+score SPOOFED_FREEMAIL 1.997
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
score STATIC_XPRIO_OLE 0.001
-score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 0.572
-score TEQF_USR_POLITE 0.675
-score THIS_AD 1.300
-score THIS_IS_ADV_SUSP_NTLD 0.643
+score STOCK_LOW_CONTRAST 2.465
+score SUBJ_OBFU_PUNCT_FEW 0.748
+score SUBJ_OBFU_PUNCT_MANY 0.568
+score TEQF_USR_POLITE 0.676
+score THIS_AD 1.298
+score THIS_IS_ADV_SUSP_NTLD 0.379
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 0.001
score TO_EQ_FM_DOM_HTML_ONLY 1.799
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
+score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
score TO_EQ_FM_HTML_ONLY 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.256
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.258
score TO_NO_BRKTS_FROM_MSSP 0.001
-score TO_NO_BRKTS_HTML_IMG 0.650
-score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_HTML_IMG 0.661
+score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
score TO_NO_BRKTS_NORDNS_HTML 0.602
-score TO_NO_BRKTS_PCNT 2.399
+score TO_NO_BRKTS_PCNT 2.404
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.051
+score TVD_SPACE_RATIO_MINFP 2.048
score TVD_SUBJ_FINGER_07 2.399
score UNICODE_OBFU_ASC 2.499
-score UNICODE_OBFU_ZW 3.318
+score UNICODE_OBFU_ZW 1.398
score UPGRADE_MAILBOX 0.001
-score URI_BUFFLY 1.634
-score URI_GOOGLE_PROXY 2.399
+score URI_BUFFLY 1.999
+score URI_GOOGLE_PROXY 2.398
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 1.936
+score URI_ONLY_MSGID_MALF 1.015
score URI_OPTOUT_3LD 1.999
-score URI_PHISH 2.171
-score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.536
+score URI_PHISH 2.172
+score URI_PHP_REDIR 3.496
+score URI_TRY_3LD 1.617
score URI_WPADMIN 2.199
-score URI_WP_DIRINDEX 2.501
+score URI_WP_DIRINDEX 2.502
score URI_WP_HACKED 0.001
-score URI_WP_HACKED_2 2.500
+score URI_WP_HACKED_2 2.497
score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
-score ZW_OBFU_BITCOIN 1.913
+score ZW_OBFU_BITCOIN 2.115
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1876739&r1=1876738&r2=1876739&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Apr 20 05:10:52 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 747056 51.875% (99.709% of non-spam corpus)
-# Correctly spam: 503901 34.991% (72.937% of spam corpus)
-# False positives: 2179 0.151% (0.291% of nonspam, 62017 weighted)
-# False negatives: 186969 12.983% (27.063% of spam, 394994 weighted)
-# Average score for spam: 8.5 nonspam: 0.6
-# Average for false-pos: 6.2 false-neg: 2.1
-# TOTAL: 1440105 100.00%
+# Correctly non-spam: 736298 51.968% (99.725% of non-spam corpus)
+# Correctly spam: 487300 34.394% (71.821% of spam corpus)
+# False positives: 2031 0.143% (0.275% of nonspam, 58039 weighted)
+# False negatives: 191192 13.494% (28.179% of spam, 412492 weighted)
+# Average score for spam: 8.3 nonspam: 0.6
+# Average for false-pos: 6.2 false-neg: 2.2
+# TOTAL: 1416821 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 92943 99.46%
-# Correctly spam: 64363 74.68%
-# False positives: 501 0.54%
-# False negatives: 21817 25.32%
-# TCR(l=50): 1.838820 SpamRecall: 74.684% SpamPrec: 99.228%
+# Correctly non-spam: 91619 99.51%
+# Correctly spam: 62469 73.80%
+# False positives: 451 0.49%
+# False negatives: 22174 26.20%
+# TCR(l=50): 1.892563 SpamRecall: 73.803% SpamPrec: 99.283%
##### 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: 736275 98.27%
-# Correctly spam: 337697 48.88%
-# False positives: 12960 1.73%
-# False negatives: 353173 51.12%
-# TCR(l=50): 0.690061 SpamRecall: 48.880% SpamPrec: 96.304%
+# Correctly non-spam: 725463 98.26%
+# Correctly spam: 328174 48.37%
+# False positives: 12866 1.74%
+# False negatives: 350318 51.63%
+# TCR(l=50): 0.682850 SpamRecall: 48.368% SpamPrec: 96.227%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 91808 98.25%
-# Correctly spam: 41892 48.61%
-# False positives: 1636 1.75%
-# False negatives: 44288 51.39%
-# TCR(l=50): 0.683491 SpamRecall: 48.610% SpamPrec: 96.241%
+# Correctly non-spam: 90404 98.19%
+# Correctly spam: 40861 48.27%
+# False positives: 1666 1.81%
+# False negatives: 43782 51.73%
+# TCR(l=50): 0.666050 SpamRecall: 48.275% SpamPrec: 96.082%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1876739&r1=1876738&r2=1876739&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Apr 20 05:10:52 2020
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 267295 27.673% (97.076% of non-spam corpus)
-# Correctly spam: 600277 62.146% (86.925% of spam corpus)
-# False positives: 8052 0.834% (2.924% of nonspam, 1718438 weighted)
-# False negatives: 90292 9.348% (13.075% of spam, 186096 weighted)
-# Average score for spam: 16.0 nonspam: -0.2
+# Correctly non-spam: 267304 27.674% (97.079% of non-spam corpus)
+# Correctly spam: 600222 62.140% (86.917% of spam corpus)
+# False positives: 8043 0.833% (2.921% of nonspam, 1717199 weighted)
+# False negatives: 90345 9.353% (13.083% of spam, 186217 weighted)
+# Average score for spam: 15.8 nonspam: -0.2
# Average for false-pos: 8.5 false-neg: 2.1
-# TOTAL: 965916 100.00%
+# TOTAL: 965914 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 33407 97.01%
-# Correctly spam: 74943 86.99%
-# False positives: 1031 2.99%
-# False negatives: 11207 13.01%
-# TCR(l=50): 1.372755 SpamRecall: 86.991% SpamPrec: 98.643%
+# Correctly non-spam: 33408 97.01%
+# Correctly spam: 75003 87.06%
+# False positives: 1030 2.99%
+# False negatives: 11147 12.94%
+# TCR(l=50): 1.375166 SpamRecall: 87.061% SpamPrec: 98.645%
##### 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: 270170 98.12%
-# Correctly spam: 427893 61.96%
+# Correctly spam: 427772 61.95%
# False positives: 5177 1.88%
-# False negatives: 262676 38.04%
-# TCR(l=50): 1.324131 SpamRecall: 61.962% SpamPrec: 98.805%
+# False negatives: 262795 38.05%
+# TCR(l=50): 1.323826 SpamRecall: 61.945% SpamPrec: 98.804%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 33745 97.99%
-# Correctly spam: 53412 62.00%
+# Correctly spam: 53481 62.08%
# False positives: 693 2.01%
-# False negatives: 32738 38.00%
-# TCR(l=50): 1.278418 SpamRecall: 61.999% SpamPrec: 98.719%
+# False negatives: 32669 37.92%
+# TCR(l=50): 1.279728 SpamRecall: 62.079% SpamPrec: 98.721%