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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/04/30 02:45:43 UTC
svn commit: r1900411 [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=1900411&r1=1900410&r2=1900411&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Apr 30 02:45:43 2022
@@ -5,245 +5,247 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001 # force non-zero
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.782
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.916
+score ADMITS_SPAM 2.775
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.463
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.430
-score ADVANCE_FEE_3_NEW_FRM_MNY 1.187
+score ADVANCE_FEE_3_NEW 2.675
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.537
score ADVANCE_FEE_3_NEW_MONEY 2.799
-score ADVANCE_FEE_4_NEW 2.399
+score ADVANCE_FEE_4_NEW 2.299
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.092
+score ADVANCE_FEE_5_NEW 1.951
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 2.365
-score AD_PREFS 0.204
-score AMAZON_IMG_NOT_RCVD_AMZN 1.680
-score APP_DEVELOPMENT_NORDNS 0.001
+score ADVANCE_FEE_5_NEW_MONEY 2.469
+score AD_PREFS 0.379
+score AMAZON_IMG_NOT_RCVD_AMZN 1.657
+score APP_DEVELOPMENT_NORDNS 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.084
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.231
score BIGNUM_EMAILS_FREEM 2.999
score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 2.694
-score BITCOIN_EXTORT_01 4.807
-score BITCOIN_IMGUR 2.334
-score BITCOIN_MALWARE 2.107
+score BITCOIN_DEADLINE 2.376
+score BITCOIN_EXTORT_01 4.796
+score BITCOIN_IMGUR 2.106
+score BITCOIN_MALWARE 1.233
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_04 1.499
-score BITCOIN_SPAM_05 1.773
+score BITCOIN_SPAM_05 1.968
score BITCOIN_SPAM_09 0.001
score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.999
-score BODY_EMPTY 1.926
-score BODY_SINGLE_URI 0.681
-score BODY_URI_ONLY 0.001 # force non-zero
+score BITCOIN_YOUR_INFO 2.954
+score BODY_EMPTY 1.922
+score BODY_SINGLE_URI 0.685
+score BODY_URI_ONLY 0.001
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.112
-score CK_HELO_GENERIC 0.001 # force non-zero
-score CONTENT_AFTER_HTML 2.499
-score CONTENT_AFTER_HTML_WEAK 1.499
+score BOGUS_MSM_HDRS 0.375
+score CK_HELO_GENERIC 0.001
+score CONTENT_AFTER_HTML 2.500
+score CONTENT_AFTER_HTML_WEAK 1.500
score CTE_8BIT_MISMATCH 0.001
-score DEAR_BENEFICIARY 0.001 # force non-zero
+score DEAR_BENEFICIARY 0.001
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.597
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.867
+score DKIMWL_WL_HIGH -0.596
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.874
score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 0.950
-score FILL_THIS_FORM 1.014
+score FACEBOOK_IMG_NOT_RCVD_FB 0.001
+score FILL_THIS_FORM 1.018
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 3.000
-score FONT_INVIS_LONG_LINE 2.277
-score FONT_INVIS_MSGID 1.434
-score FONT_INVIS_NORDNS 2.452
-score FONT_INVIS_POSTEXTRAS 2.894
-score FORGED_SPF_HELO 0.405
+score FONT_INVIS_HTML_NOHTML 2.999
+score FONT_INVIS_LONG_LINE 2.120
+score FONT_INVIS_MSGID 1.399
+score FONT_INVIS_NORDNS 2.499
+score FONT_INVIS_POSTEXTRAS 2.900
+score FORGED_SPF_HELO 0.410
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.260
+score FORM_FRAUD_3 2.343
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 3.299
-score FROM_2_EMAILS_SHORT 1.720
+score FROMSPACE 3.300
+score FROM_2_EMAILS_SHORT 2.397
score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM 1.500
-score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.509
+score FROM_GOV_DKIM_AU -0.389
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.399
+score FROM_MISSP_DYNIP 2.299
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.072
+score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 2.375
+score FROM_MISSP_PHISH 3.182
+score FROM_MISSP_REPLYTO 2.500
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 1.676
+score FROM_MISSP_TO_UNDISC 1.105
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.006
+score FROM_MULTI_NORDNS 1.002
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL1 2.299
+score FROM_UNBAL1 2.292
score FROM_WSP_TRAIL 2.199
-score FSL_BULK_SIG 1.420
+score FSL_BULK_SIG 1.429
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.199
-score FUZZY_CLICK_HERE 2.066
-score FUZZY_WALLET 2.403
+score FUZZY_AMAZON 2.299
+score FUZZY_CLICK_HERE 2.499
+score FUZZY_WALLET 2.407
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.499
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 3.128
-score GOOG_STO_EMAIL_PHISH 2.791
-score GOOG_STO_HTML_PHISH 1.564
-score GOOG_STO_IMG_NOHTML 1.351
+score GOOG_REDIR_NORDNS 3.124
+score GOOG_STO_EMAIL_PHISH 1.803
+score GOOG_STO_HTML_PHISH 2.213
+score GOOG_STO_IMG_NOHTML 2.231
score GOOG_STO_NOIMG_HTML 2.999
score HAS_X_OUTGOING_SPAM_STAT 0.001
score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 2.499
-score HDR_ORDER_FTSDMCXX_DIRECT 0.284
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
+score HDRS_MISSP 2.440
+score HDR_ORDER_FTSDMCXX_DIRECT 1.974
+score HDR_ORDER_FTSDMCXX_NORDNS 3.088
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_LOTTO 0.298
+score HK_LOTTO 0.052
score HK_NAME_FROM 0.999
-score HK_NAME_MR_MRS 0.766
+score HK_NAME_MR_MRS 0.774
score HK_RANDOM_ENVFROM 0.999
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.992
-score HK_WIN 0.951
-score HOSTED_IMG_DIRECT_MX 2.326
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 1.884
+score HK_WIN 0.335
+score HOSTED_IMG_DIRECT_MX 2.553
score HOSTED_IMG_FREEM 2.427
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII 2.353
-score HTML_FONT_TINY_NORDNS 1.380
-score HTML_OFF_PAGE 2.669
-score HTML_SINGLET_MANY 1.399
+score HTML_ENTITY_ASCII 2.032
+score HTML_FONT_TINY_NORDNS 1.397
+score HTML_OFF_PAGE 2.390
+score HTML_SINGLET_MANY 1.477
score HTML_TAG_BALANCE_CENTER 3.699
-score HTML_TEXT_INVISIBLE_FONT 0.854
-score HTML_TEXT_INVISIBLE_STYLE 2.530
+score HTML_TEXT_INVISIBLE_FONT 0.056
+score HTML_TEXT_INVISIBLE_STYLE 2.527
score JH_SPAMMY_HEADERS 3.499
-score KHOP_FAKE_EBAY 0.001
-score KHOP_HELO_FCRDNS 0.015
+score KHOP_FAKE_EBAY 1.320
+score KHOP_HELO_FCRDNS 0.001
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 0.001
+score LONG_HEX_URI 0.001 # force non-zero
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.518
+score LONG_INVISIBLE_TEXT 1.500
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.411
+score LOTTO_AGENT 0.092
score LOTTO_DEPT 0.001
-score MALWARE_NORDNS 0.220
+score MALWARE_NORDNS 0.273
score MALW_ATTACH 2.399
score MANY_SPAN_IN_TEXT 1.129
-score MILLION_HUNDRED 0.826
+score MILLION_HUNDRED 0.871
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_AREA_CASE 0.957
+score MIXED_AREA_CASE 0.001
score MIXED_CENTER_CASE 2.499
-score MIXED_ES 0.001
-score MIXED_FONT_CASE 1.932
-score MIXED_HREF_CASE 1.966
-score MIXED_IMG_CASE 0.176
+score MIXED_ES 0.001 # force non-zero
+score MIXED_FONT_CASE 0.649
+score MIXED_HREF_CASE 1.073
+score MIXED_IMG_CASE 1.042
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 0.311
+score MONEY_FREEMAIL_REPTO 0.338
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 0.595
-score NAME_EMAIL_DIFF 1.907
+score MSMAIL_PRI_ABNORMAL 1.329
+score NAME_EMAIL_DIFF 1.906
score NA_DOLLARS 0.001
-score NICE_REPLY_A -2.930
+score NICE_REPLY_A -2.257
score NICE_REPLY_B -0.001
-score NORDNS_LOW_CONTRAST 1.194
-score NO_FM_NAME_IP_HOSTN 0.001
+score NORDNS_LOW_CONTRAST 1.111
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.291
-score OBFU_TEXT_ATTACH 1.600
+score NSL_RCVD_HELO_USER 1.342
+score OBFU_TEXT_ATTACH 1.599
score ODD_FREEM_REPTO 2.944
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.602
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 0.901
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_HP_HELO_NORDNS 1.000
+score PDS_HP_HELO_NORDNS 0.999
score PDS_OTHER_BAD_TLD 1.999
score PDS_PHPEXP_BOT 1.499
score PDS_PHP_EVAL 1.499
score PDS_PRO_TLD 0.999
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
score PHISH_ATTACH 2.299
-score PHP_ORIG_SCRIPT 2.255
+score PHP_ORIG_SCRIPT 2.499
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_HEADER_LIST_SPOOF 2.936
+score RAND_HEADER_LIST_SPOOF 2.661
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.684
+score RATWARE_NO_RDNS 0.551
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.838
-score REPLYTO_EMPTY 2.699
+score RDNS_NUM_TLD_XM 2.691
+score REPLYTO_EMPTY 2.700
score REPTO_419_FRAUD_GM 2.999
-score SCC_CANSPAM_2 2.203
-score SCC_ISEMM_LID_1 1.874
-score SCC_SPAMMER_ADDR_2 1.744
+score SCC_CANSPAM_2 1.664
+score SCC_ISEMM_LID_1 1.845
+score SCC_SPAMMER_ADDR_2 1.160
score SCRIPT_GIBBERISH 2.799
score SENDGRID_REDIR 0.001 # force non-zero
-score SERGIO_SUBJECT_VIAGRA01 3.136
-score SHOPIFY_IMG_NOT_RCVD_SFY 0.899
-score SHORTENER_SHORT_IMG 2.181
+score SERGIO_SUBJECT_VIAGRA01 3.542
+score SHOPIFY_IMG_NOT_RCVD_SFY 0.966
+score SHORTENER_SHORT_IMG 0.780
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.061
-score SPOOF_GMAIL_MID 0.312
+score SPOOFED_FREEM_REPTO 0.001
+score SPOOF_GMAIL_MID 0.325
score STATIC_XPRIO_OLE 0.001
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_FROM 1.292
-score SUSP_UTF8_WORD_SUBJ 2.000
-score THIS_AD 1.699
+score SUSP_UTF8_WORD_FROM 1.153
+score SUSP_UTF8_WORD_SUBJ 1.999
+score THIS_AD 1.599
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_SPF_FAIL 0.001
-score TO_NAME_SUBJ_NO_RDNS 0.243
+score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
+score TO_NAME_SUBJ_NO_RDNS 2.360
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.279
+score TO_NO_BRKTS_HTML_IMG 1.277
score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 0.001
score TO_NO_BRKTS_NORDNS_HTML 1.204
-score TO_NO_BRKTS_PCNT 1.269
+score TO_NO_BRKTS_PCNT 2.499
score TRANSFORM_LIFE 2.499
score TVD_PH_BODY_META 2.899
-score TVD_RCVD_SPACE_BRACKET 1.609
+score TVD_RCVD_SPACE_BRACKET 0.006
score UNDISC_FREEM 3.599
-score UNDISC_MONEY 2.380
+score UNDISC_MONEY 2.338
score UNICODE_OBFU_ASC 2.499
score UNSUB_GOOG_FORM 2.499
score URI_DOTEDU 1.999
score URI_FIREBASEAPP 2.999
score URI_GOOGLE_PROXY 2.699
-score URI_GOOG_STO_SPAMMY 2.113
+score URI_GOOG_STO_SPAMMY 2.677
score URI_IN_URI_10 3.499
-score URI_OBFU_DOM 2.399
-score URI_ONLY_MSGID_MALF 0.741
-score URI_PHISH 3.357
-score URI_PHP_REDIR 3.158
+score URI_OBFU_DOM 2.299
+score URI_ONLY_MSGID_MALF 1.052
+score URI_PHISH 3.360
+score URI_PHP_REDIR 3.173
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.599
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 1.285
-score VFY_ACCT_NORDNS 2.073
-score WORD_INVIS 0.758
+score URI_WP_HACKED_2 1.271
+score VFY_ACCT_NORDNS 1.989
+score WORD_INVIS 0.719
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.500
+score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 1.567
+score XPRIO 1.805
score YOU_INHERIT 2.499
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -328,6 +330,7 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
+score MANY_HDRS_LCASE 0.100
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1900411&r1=1900410&r2=1900411&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Apr 30 02:45:43 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 184594 47.737% (99.587% of non-spam corpus)
-# Correctly spam: 123921 32.047% (61.552% of spam corpus)
-# False positives: 765 0.198% (0.413% of nonspam, 24499 weighted)
-# False negatives: 77407 20.018% (38.448% of spam, 121791 weighted)
-# Average score for spam: 8.7 nonspam: 0.5
+# Correctly non-spam: 184595 47.738% (99.588% of non-spam corpus)
+# Correctly spam: 123835 32.025% (61.509% of spam corpus)
+# False positives: 764 0.198% (0.412% of nonspam, 24445 weighted)
+# False negatives: 77492 20.040% (38.491% of spam, 121519 weighted)
+# Average score for spam: 8.5 nonspam: 0.5
# Average for false-pos: 5.9 false-neg: 1.6
-# TOTAL: 386687 100.00%
+# TOTAL: 386686 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 23193 99.68%
-# Correctly spam: 15538 61.72%
-# False positives: 75 0.32%
-# False negatives: 9636 38.28%
-# TCR(l=50): 1.880622 SpamRecall: 61.722% SpamPrec: 99.520%
+# Correctly non-spam: 23192 99.67%
+# Correctly spam: 15595 61.95%
+# False positives: 76 0.33%
+# False negatives: 9579 38.05%
+# TCR(l=50): 1.881606 SpamRecall: 61.949% SpamPrec: 99.515%
##### 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: 179617 96.90%
-# Correctly spam: 102337 50.83%
+# Correctly spam: 102222 50.77%
# False positives: 5742 3.10%
-# False negatives: 98991 49.17%
-# TCR(l=50): 0.521452 SpamRecall: 50.831% SpamPrec: 94.687%
+# False negatives: 99105 49.23%
+# TCR(l=50): 0.521296 SpamRecall: 50.774% SpamPrec: 94.682%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 22568 96.99%
-# Correctly spam: 12838 51.00%
+# Correctly spam: 12934 51.38%
# False positives: 700 3.01%
-# False negatives: 12336 49.00%
-# TCR(l=50): 0.531815 SpamRecall: 50.997% SpamPrec: 94.829%
+# False negatives: 12240 48.62%
+# TCR(l=50): 0.532896 SpamRecall: 51.378% SpamPrec: 94.866%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1900411&r1=1900410&r2=1900411&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Apr 30 02:45:43 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 205526 51.815% (99.617% of non-spam corpus)
-# Correctly spam: 165672 41.767% (87.040% of spam corpus)
-# False positives: 790 0.199% (0.383% of nonspam, 44801 weighted)
-# False negatives: 24668 6.219% (12.960% of spam, 59136 weighted)
-# Average score for spam: 14.8 nonspam: -0.9
-# Average for false-pos: 6.1 false-neg: 2.4
-# TOTAL: 396656 100.00%
+# Correctly non-spam: 205541 51.819% (99.624% of non-spam corpus)
+# Correctly spam: 165668 41.766% (87.038% of spam corpus)
+# False positives: 775 0.195% (0.376% of nonspam, 44091 weighted)
+# False negatives: 24671 6.220% (12.962% of spam, 59350 weighted)
+# Average score for spam: 15.1 nonspam: -0.9
+# Average for false-pos: 6.2 false-neg: 2.4
+# TOTAL: 396655 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 25752 99.67%
-# Correctly spam: 20694 86.64%
-# False positives: 84 0.33%
-# False negatives: 3190 13.36%
-# TCR(l=50): 3.231935 SpamRecall: 86.644% SpamPrec: 99.596%
+# Correctly non-spam: 25754 99.68%
+# Correctly spam: 20727 86.78%
+# False positives: 82 0.32%
+# False negatives: 3157 13.22%
+# TCR(l=50): 3.291167 SpamRecall: 86.782% SpamPrec: 99.606%
##### 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: 205538 99.62%
-# Correctly spam: 123356 64.81%
+# Correctly spam: 123432 64.85%
# False positives: 778 0.38%
-# False negatives: 66984 35.19%
-# TCR(l=50): 1.797628 SpamRecall: 64.808% SpamPrec: 99.373%
+# False negatives: 66907 35.15%
+# TCR(l=50): 1.798926 SpamRecall: 64.849% SpamPrec: 99.374%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 25746 99.65%
-# Correctly spam: 15483 64.83%
+# Correctly spam: 15426 64.59%
# False positives: 90 0.35%
-# False negatives: 8401 35.17%
-# TCR(l=50): 1.851329 SpamRecall: 64.826% SpamPrec: 99.422%
+# False negatives: 8458 35.41%
+# TCR(l=50): 1.843186 SpamRecall: 64.587% SpamPrec: 99.420%