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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/12/19 02:41:48 UTC
svn commit: r1906080 [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=1906080&r1=1906079&r2=1906080&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Dec 19 02:41:47 2022
@@ -3,210 +3,208 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.996
-score AC_HTML_NONSENSE_TAGS 1.997
-score ADMITS_SPAM 1.897
-score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.496
-score ADVANCE_FEE_3_NEW_MONEY 1.195
-score ADVANCE_FEE_4_NEW 2.397
-score ADVANCE_FEE_4_NEW_MONEY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.916
-score ADVANCE_FEE_5_NEW_MONEY 0.526
+score AC_FROM_MANY_DOTS 2.999
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADMITS_SPAM 1.883
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.500
+score ADVANCE_FEE_3_NEW_MONEY 1.145
+score ADVANCE_FEE_4_NEW 2.400
+score ADVANCE_FEE_4_NEW_MONEY 0.001
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.902
+score ADVANCE_FEE_5_NEW_MONEY 0.455
score AD_PREFS 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 0.001 # force non-zero
+score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BAT_BDRY_TO_MALF 2.151
-score BIGNUM_EMAILS_FREEM 1.076
-score BIGNUM_EMAILS_MANY 2.996
-score BITCOIN_DEADLINE 2.275
-score BITCOIN_EXTORT_01 2.840
-score BITCOIN_MALF_HTML 3.496
-score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 0.159
-score BITCOIN_SPAM_02 0.011
-score BITCOIN_SPAM_03 0.453
-score BITCOIN_SPAM_05 0.066
-score BITCOIN_SPAM_09 1.498
-score BITCOIN_XPRIO 0.001
-score BITCOIN_YOUR_INFO 2.114
-score BODY_URI_ONLY 0.476
-score CK_HELO_GENERIC 0.249
-score CONTENT_AFTER_HTML_WEAK 1.498
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DATE_IN_FUTURE_Q_PLUS 2.596
-score DEAR_BENEFICIARY 1.341
+score BAT_BDRY_TO_MALF 2.201
+score BIGNUM_EMAILS_FREEM 1.218
+score BIGNUM_EMAILS_MANY 2.999
+score BITCOIN_DEADLINE 2.270
+score BITCOIN_EXTORT_01 2.315
+score BITCOIN_MALF_HTML 3.500
+score BITCOIN_MALWARE 0.052
+score BITCOIN_ONAN 2.965
+score BITCOIN_SPAM_02 0.097
+score BITCOIN_SPAM_03 0.001
+score BITCOIN_SPAM_05 2.142
+score BITCOIN_SPAM_09 1.499
+score BITCOIN_XPRIO 0.087
+score BITCOIN_YOUR_INFO 1.884
+score BODY_URI_ONLY 0.477
+score CK_HELO_GENERIC 0.250
+score CONTENT_AFTER_HTML_WEAK 1.499
+score CTE_8BIT_MISMATCH 0.001
+score DATE_IN_FUTURE_Q_PLUS 2.599
+score DEAR_BENEFICIARY 1.414
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.371
-score DX_TEXT_03 1.797
+score DKIMWL_WL_MEDHI -0.827
+score DX_TEXT_03 1.799
score ENCRYPTED_MESSAGE -0.999
-score END_FUTURE_EMAILS 2.497
-score FILL_THIS_FORM 0.698
+score END_FUTURE_EMAILS 2.499
+score FILL_THIS_FORM 0.700
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.090
-score FONT_INVIS_MSGID 1.683
-score FONT_INVIS_NORDNS 0.813
-score FONT_INVIS_POSTEXTRAS 1.397
-score FORGED_SPF_HELO 0.939
+score FONT_INVIS_LONG_LINE 2.181
+score FONT_INVIS_MSGID 1.057
+score FONT_INVIS_NORDNS 0.160
+score FONT_INVIS_POSTEXTRAS 1.399
+score FORGED_SPF_HELO 0.942
score FORM_FRAUD 0.001
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 2.996
+score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM 0.001
score FROM_FMBLA_NEWDOM14 0.001
-score FROM_FMBLA_NEWDOM28 0.798
+score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.999
-score FROM_MISSPACED 1.997
+score FROM_MISSPACED 1.999
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.869
+score FROM_MISSP_FREEMAIL 0.847
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 0.772
-score FROM_PAYPAL_SPOOF 0.293
+score FROM_MULTI_NORDNS 0.762
+score FROM_PAYPAL_SPOOF 0.940
score FROM_SUSPICIOUS_NTLD 0.001
-score FROM_SUSPICIOUS_NTLD_FP 1.997
-score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001
-score FSL_HAS_TINYURL 2.846
+score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FSL_BULK_SIG 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_HAS_TINYURL 2.851
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score FUZZY_BITCOIN 1.296
-score FUZZY_PORN 1.455
-score FUZZY_WALLET 1.790
-score GB_BITCOIN_CP 2.924
-score GB_BITCOIN_NH 0.068
-score GB_CUSTOM_HTM_URI 1.498
-score GB_FAKE_RF_SHORT 1.997
-score GB_FREEMAIL_DISPTO 0.165
-score GB_HASHBL_BTC 0.320
-score GB_URI_FLEEK_STO_HTM 0.998
-score GOOG_REDIR_HTML_ONLY 1.997
-score GOOG_REDIR_NORDNS 2.596
-score GOOG_STO_IMG_NOHTML 2.497
-score GOOG_STO_NOIMG_HTML 2.944
-score HAS_X_OUTGOING_SPAM_STAT 0.853
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 1.708
+score FUZZY_BITCOIN 2.699
+score FUZZY_PORN 1.221
+score FUZZY_WALLET 1.799
+score GB_BITCOIN_CP 2.999
+score GB_BITCOIN_NH 0.001
+score GB_CUSTOM_HTM_URI 1.500
+score GB_FAKE_RF_SHORT 1.999
+score GB_FREEMAIL_DISPTO 0.166
+score GB_HASHBL_BTC 1.434
+score GB_URI_FLEEK_STO_HTM 0.999
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_NORDNS 2.600
+score GOOG_STO_IMG_NOHTML 2.499
+score GOOG_STO_NOIMG_HTML 2.949
+score HAS_X_OUTGOING_SPAM_STAT 0.565
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 1.709
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.007
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.998
-score HK_NAME_MR_MRS 0.998
-score HK_RANDOM_ENVFROM 0.998
-score HK_RANDOM_FROM 0.998
-score HK_RANDOM_REPLYTO 0.998
-score HK_SCAM 1.997
-score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.458
-score HOSTED_IMG_MULTI_PUB_01 0.388
-score HTML_ENTITY_ASCII 2.996
-score HTML_FONT_TINY_NORDNS 1.369
+score HK_LOTTO 0.999
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.999
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 0.001 # force non-zero
+score HOSTED_IMG_FREEM 3.465
+score HOSTED_IMG_MULTI_PUB_01 0.268
+score HTML_ENTITY_ASCII 2.999
+score HTML_FONT_TINY_NORDNS 1.368
score HTML_OFF_PAGE 0.001
-score HTML_TAG_BALANCE_CENTER 3.196
-score HTML_TEXT_INVISIBLE_FONT 0.863
+score HTML_TAG_BALANCE_CENTER 3.199
+score HTML_TEXT_INVISIBLE_FONT 1.494
score HTML_TEXT_INVISIBLE_STYLE 0.001
-score JH_SPAMMY_HEADERS 3.496
-score KHOP_HELO_FCRDNS 0.001 # force non-zero
-score KHOP_JS_OBFUSCATION 3.196
-score LONGLN_LOW_CONTRAST 1.912
-score LONG_HEX_URI 1.623
+score JH_SPAMMY_HEADERS 3.499
+score KHOP_HELO_FCRDNS 0.001
+score KHOP_JS_OBFUSCATION 3.199
+score LONGLN_LOW_CONTRAST 1.256
+score LONG_HEX_URI 1.620
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 1.535
+score LONG_INVISIBLE_TEXT 1.669
score LOTS_OF_MONEY 0.010
-score LOTTO_DEPT 0.162
-score MALWARE_NORDNS 0.773
+score LOTTO_DEPT 0.236
+score MALWARE_NORDNS 0.083
score MILLION_HUNDRED 0.001
-score MILLION_USD 1.997
-score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
-score MIXED_ES 2.097
-score MIXED_IMG_CASE 2.996
-score MONEY_ATM_CARD 2.497
+score MILLION_USD 1.999
+score MIMEOLE_DIRECT_TO_MX 0.001
+score MIXED_ES 2.102
+score MIXED_IMG_CASE 2.999
+score MONEY_ATM_CARD 2.499
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.497
+score MONEY_FRAUD_3 2.499
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
score MONEY_FREEMAIL_REPTO 1.484
score MONEY_FROM_MISSP 0.001
score MSMAIL_PRI_ABNORMAL 1.499
score NAME_EMAIL_DIFF 0.001
-score NA_DOLLARS 1.256
-score NICE_REPLY_A -1.148
-score NORDNS_LOW_CONTRAST 0.182
+score NA_DOLLARS 1.310
+score NICE_REPLY_A -1.149
+score NORDNS_LOW_CONTRAST 0.843
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.001
-score OBFU_BITCOIN 2.996
-score OBFU_TEXT_ATTACH 1.278
-score ODD_FREEM_REPTO 2.942
-score PDS_BTC_ID 0.498
+score NSL_RCVD_HELO_USER 0.001 # force non-zero
+score NUMBERONLY_BITCOIN_EXP 1.999
+score OBFU_BITCOIN 2.999
+score OBFU_TEXT_ATTACH 0.693
+score ODD_FREEM_REPTO 2.947
+score PDS_BTC_ID 0.180
score PDS_BTC_MSGID 0.001
score PDS_FROM_2_EMAILS 1.686
-score PDS_NAKED_TO_NUMERO 1.997
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.748
-score PDS_RDNS_DYNAMIC_FP 0.001
-score PDS_SHORT_SPOOFED_URL 1.997
-score PHP_ORIG_SCRIPT 2.497
-score PHP_SCRIPT 1.689
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
+score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
+score PDS_SHORT_SPOOFED_URL 1.999
+score PHP_ORIG_SCRIPT 2.499
+score PHP_SCRIPT 1.981
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.997
+score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 2.886
-score SCC_CANSPAM_2 2.197
-score SCC_ISEMM_LID_1B 1.498
-score SENDGRID_REDIR 1.062
-score SERGIO_SUBJECT_VIAGRA01 1.577
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
-score SHORTENER_SHORT_IMG 1.119
-score SHORT_SHORTNER 1.997
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 2.786
+score SCC_CANSPAM_2 2.199
+score SCC_ISEMM_LID_1B 1.500
+score SENDGRID_REDIR 1.068
+score SERGIO_SUBJECT_VIAGRA01 1.829
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENER_SHORT_IMG 1.436
+score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 0.001
score STOX_BOUND_090909_B 0.001
-score SUSP_UTF8_WORD_SUBJ 1.997
-score THIS_AD 2.198
+score SUSP_UTF8_WORD_SUBJ 1.999
+score THIS_AD 2.200
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_NAME_SUBJ_NO_RDNS 2.362
-score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 1.997
-score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NAME_SUBJ_NO_RDNS 2.046
+score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_HTML_IMG 1.999
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.719
-score TO_NO_BRKTS_PCNT 2.497
-score TVD_PH_SUBJ_META 2.386
-score TVD_RCVD_SPACE_BRACKET 1.195
-score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 0.001 # force non-zero
-score UNDISC_FREEM 2.696
-score UNDISC_MONEY 2.589
-score UNICODE_OBFU_ASC 2.497
-score URI_DOTEDU 0.863
-score URI_FIREBASEAPP 2.996
-score URI_GOOGLE_PROXY 1.997
+score TO_NO_BRKTS_NORDNS_HTML 1.678
+score TO_NO_BRKTS_PCNT 2.499
+score TVD_PH_SUBJ_META 2.395
+score TVD_RCVD_SPACE_BRACKET 0.157
+score UNDISC_FREEM 2.699
+score UNDISC_MONEY 2.458
+score UNICODE_OBFU_ASC 2.499
+score URI_DOTEDU 1.720
+score URI_FIREBASEAPP 2.999
+score URI_GOOGLE_PROXY 1.999
score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.687
-score URI_TRY_3LD 1.982
-score URI_WPADMIN 1.416
-score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.497
-score VFY_ACCT_NORDNS 2.765
-score WORD_INVIS 0.017
-score WORD_INVIS_MANY 2.996
-score XFER_LOTSA_MONEY 0.153
+score URI_PHISH 3.697
+score URI_TRY_3LD 1.983
+score URI_WPADMIN 1.417
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score VFY_ACCT_NORDNS 2.288
+score WORD_INVIS 0.638
+score WORD_INVIS_MANY 3.000
+score XFER_LOTSA_MONEY 0.278
score XM_RANDOM 0.001
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 0.423
-score XPRIO_URL_SHORTNER 0.378
+score XPRIO_SHORT_SUBJ 0.001
+score XPRIO_URL_SHORTNER 0.257
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -246,7 +244,6 @@ score BTC_ORG 1.0
score BULK_RE_SUSP_NTLD 1.000
score CANT_SEE_AD 1.000
score COMMENT_GIBBERISH 1.000
-score COMPENSATION 1.000
score CONTENT_AFTER_HTML 1.000
score DAY_I_EARNED 1.000
score DKIMWL_BL 1.000
@@ -286,7 +283,6 @@ score GOOG_STO_HTML_PHISH 1.0
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_HTML 1.000
score HAS_X_NO_RELAY 1.000
-score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1906080&r1=1906079&r2=1906080&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Dec 19 02:41:47 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 295966 70.384% (99.585% of non-spam corpus)
-# Correctly spam: 84811 20.169% (68.784% of spam corpus)
-# False positives: 1234 0.293% (0.415% of nonspam, 18081 weighted)
-# False negatives: 38489 9.153% (31.216% of spam, 54631 weighted)
-# Average score for spam: 8.5 nonspam: 0.7
-# Average for false-pos: 7.1 false-neg: 1.4
-# TOTAL: 420500 100.00%
+# Correctly non-spam: 297283 70.799% (99.615% of non-spam corpus)
+# Correctly spam: 82922 19.748% (68.268% of spam corpus)
+# False positives: 1148 0.273% (0.385% of nonspam, 14703 weighted)
+# False negatives: 38543 9.179% (31.732% of spam, 54617 weighted)
+# Average score for spam: 9.0 nonspam: 0.6
+# Average for false-pos: 6.3 false-neg: 1.4
+# TOTAL: 419896 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36924 99.61%
-# Correctly spam: 10659 68.84%
-# False positives: 145 0.39%
-# False negatives: 4824 31.16%
-# TCR(l=50): 1.282342 SpamRecall: 68.843% SpamPrec: 98.658%
+# Correctly non-spam: 37078 99.57%
+# Correctly spam: 10423 68.29%
+# False positives: 159 0.43%
+# False negatives: 4840 31.71%
+# TCR(l=50): 1.193354 SpamRecall: 68.289% SpamPrec: 98.497%
##### 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: 290200 97.64%
-# Correctly spam: 69649 56.49%
-# False positives: 7000 2.36%
-# False negatives: 53651 43.51%
-# TCR(l=50): 0.305462 SpamRecall: 56.487% SpamPrec: 90.867%
+# Correctly non-spam: 291513 97.68%
+# Correctly spam: 67465 55.54%
+# False positives: 6918 2.32%
+# False negatives: 54000 44.46%
+# TCR(l=50): 0.303738 SpamRecall: 55.543% SpamPrec: 90.699%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36255 97.80%
-# Correctly spam: 8742 56.46%
-# False positives: 814 2.20%
-# False negatives: 6741 43.54%
-# TCR(l=50): 0.326363 SpamRecall: 56.462% SpamPrec: 91.482%
+# Correctly non-spam: 36391 97.73%
+# Correctly spam: 8485 55.59%
+# False positives: 846 2.27%
+# False negatives: 6778 44.41%
+# TCR(l=50): 0.310995 SpamRecall: 55.592% SpamPrec: 90.933%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1906080&r1=1906079&r2=1906080&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Dec 19 02:41:47 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 298230 69.869% (99.279% of non-spam corpus)
-# Correctly spam: 89934 21.070% (71.126% of spam corpus)
-# False positives: 2166 0.507% (0.721% of nonspam, 84891 weighted)
-# False negatives: 36510 8.554% (28.874% of spam, 65373 weighted)
+# Correctly non-spam: 298203 69.863% (99.270% of non-spam corpus)
+# Correctly spam: 90662 21.240% (71.701% of spam corpus)
+# False positives: 2193 0.514% (0.730% of nonspam, 85611 weighted)
+# False negatives: 35782 8.383% (28.299% of spam, 61783 weighted)
# Average score for spam: 12.7 nonspam: -0.0
-# Average for false-pos: 9.3 false-neg: 1.8
+# Average for false-pos: 9.3 false-neg: 1.7
# TOTAL: 426840 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 37210 99.26%
-# Correctly spam: 11515 72.54%
-# False positives: 276 0.74%
-# False negatives: 4360 27.46%
-# TCR(l=50): 0.874174 SpamRecall: 72.535% SpamPrec: 97.659%
+# Correctly non-spam: 37211 99.27%
+# Correctly spam: 11521 72.57%
+# False positives: 275 0.73%
+# False negatives: 4354 27.43%
+# TCR(l=50): 0.876878 SpamRecall: 72.573% SpamPrec: 97.669%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...