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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/12/09 02:43:01 UTC
svn commit: r1905871 [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=1905871&r1=1905870&r2=1905871&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Dec 9 02:43:01 2022
@@ -3,212 +3,211 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.999
+score AC_FROM_MANY_DOTS 3.000
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.897
+score ADMITS_SPAM 2.896
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW 1.958
+score ADVANCE_FEE_3_NEW 3.300
+score ADVANCE_FEE_3_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW 2.081
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.820
-score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001
+score ADVANCE_FEE_5_NEW_FRM_MNY 2.096
+score ADVANCE_FEE_5_NEW_MONEY 1.117
+score AD_PREFS 0.001 # force non-zero
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 2.999
-score BAT_BDRY_TO_MALF 2.061
-score BIGNUM_EMAILS_FREEM 1.352
-score BIGNUM_EMAILS_MANY 1.255
+score AXB_X_FF_SEZ_S 3.000
+score BAT_BDRY_TO_MALF 2.499
+score BIGNUM_EMAILS_FREEM 2.488
+score BIGNUM_EMAILS_MANY 2.705
score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 1.798
-score BITCOIN_MALF_HTML 0.767
-score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 0.418
-score BITCOIN_SPAM_02 1.083
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.399
+score BITCOIN_EXTORT_01 2.009
+score BITCOIN_MALF_HTML 1.213
+score BITCOIN_MALWARE 0.001 # force non-zero
+score BITCOIN_ONAN 1.431
+score BITCOIN_SPAM_02 1.110
+score BITCOIN_SPAM_03 2.486
+score BITCOIN_SPAM_05 1.957
score BITCOIN_SPAM_09 1.499
-score BITCOIN_XPRIO 0.162
-score BITCOIN_YOUR_INFO 0.607
-score BODY_URI_ONLY 1.919
-score BOGUS_MSM_HDRS 1.950
-score CK_HELO_GENERIC 0.250
+score BITCOIN_XPRIO 0.202
+score BITCOIN_YOUR_INFO 1.298
+score BODY_URI_ONLY 1.954
+score BOGUS_MSM_HDRS 2.013
+score CK_HELO_GENERIC 0.249
score CONTENT_AFTER_HTML_WEAK 1.499
score CTE_8BIT_MISMATCH 0.001
score DATE_IN_FUTURE_Q_PLUS 2.699
-score DEAR_BENEFICIARY 2.290
+score DEAR_BENEFICIARY 1.634
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.974
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.829
score DX_TEXT_03 1.799
-score ENCRYPTED_MESSAGE -0.267
-score END_FUTURE_EMAILS 2.500
-score FBI_MONEY 0.773
-score FBI_SPOOF 1.141
+score ENCRYPTED_MESSAGE -0.602
+score END_FUTURE_EMAILS 2.499
+score FBI_MONEY 0.001
+score FBI_SPOOF 1.310
score FILL_THIS_FORM 1.099
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.308
-score FONT_INVIS_MSGID 1.206
-score FONT_INVIS_NORDNS 2.357
-score FONT_INVIS_POSTEXTRAS 2.186
+score FONT_INVIS_LONG_LINE 2.282
+score FONT_INVIS_MSGID 1.228
+score FONT_INVIS_NORDNS 2.391
+score FONT_INVIS_POSTEXTRAS 2.182
score FORGED_SPF_HELO 0.757
-score FORM_FRAUD_5 1.671
-score FREEMAIL_FORGED_FROMDOMAIN 0.229
+score FORM_FRAUD_5 1.180
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM14 0.001
-score FROM_FMBLA_NEWDOM28 0.001
-score FROM_GOV_DKIM_AU -0.445
+score FROM_FMBLA_NEWDOM28 0.001 # force non-zero
+score FROM_GOV_DKIM_AU -0.740
score FROM_MISSPACED 1.999
score FROM_MISSP_DYNIP 2.299
-score FROM_MISSP_EH_MATCH 0.398
-score FROM_MISSP_FREEMAIL 0.918
+score FROM_MISSP_EH_MATCH 0.396
+score FROM_MISSP_FREEMAIL 0.899
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 1.315
-score FROM_PAYPAL_SPOOF 0.526
-score FROM_SUSPICIOUS_NTLD 0.001
+score FROM_MULTI_NORDNS 1.800
+score FROM_PAYPAL_SPOOF 0.407
+score FROM_SUSPICIOUS_NTLD 0.001 # force non-zero
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.001 # force non-zero
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
score FUZZY_BITCOIN 0.001
-score FUZZY_IMPORTANT 1.313
-score FUZZY_PORN 1.206
+score FUZZY_IMPORTANT 0.967
+score FUZZY_PORN 0.358
score FUZZY_WALLET 1.899
-score GB_BITCOIN_CP 2.704
-score GB_BITCOIN_NH 0.001
+score GB_BITCOIN_CP 2.691
+score GB_BITCOIN_NH 0.111
score GB_CUSTOM_HTM_URI 0.001
-score GB_FAKE_RF_SHORT 1.682
-score GB_FREEMAIL_DISPTO 0.319
-score GB_HASHBL_BTC 0.894
-score GB_URI_FLEEK_STO_HTM 1.000
-score GOOG_REDIR_HTML_ONLY 2.000
-score GOOG_REDIR_NORDNS 2.526
+score GB_FAKE_RF_SHORT 1.655
+score GB_FREEMAIL_DISPTO 0.500
+score GB_HASHBL_BTC 0.001
+score GB_URI_FLEEK_STO_HTM 0.999
+score GOOG_REDIR_HTML_ONLY 1.999
+score GOOG_REDIR_NORDNS 2.549
score GOOG_STO_IMG_NOHTML 2.499
-score GOOG_STO_NOIMG_HTML 2.948
+score GOOG_STO_NOIMG_HTML 2.943
score HAS_X_OUTGOING_SPAM_STAT 0.001
score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 2.500
+score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 0.202
+score HK_LOTTO 0.875
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_ENVFROM 1.000
+score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.234
+score HOSTED_IMG_DIRECT_MX 0.001 # force non-zero
+score HOSTED_IMG_FREEM 3.217
score HOSTED_IMG_MULTI_PUB_01 0.001
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 1.363
-score HTML_OFF_PAGE 0.001 # force non-zero
+score HTML_FONT_TINY_NORDNS 1.332
+score HTML_OFF_PAGE 0.001
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.267
-score HTML_TEXT_INVISIBLE_STYLE 1.714
+score HTML_TEXT_INVISIBLE_FONT 1.324
+score HTML_TEXT_INVISIBLE_STYLE 1.712
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.001
-score LONGLN_LOW_CONTRAST 2.098
+score LONGLN_LOW_CONTRAST 2.095
score LONG_HEX_URI 1.612
score LONG_IMG_URI 0.001
-score LONG_INVISIBLE_TEXT 2.143
+score LONG_INVISIBLE_TEXT 2.168
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.815
-score LOTTO_DEPT 1.514
-score MALFORMED_FREEMAIL 2.799
-score MALWARE_NORDNS 0.867
-score MILLION_HUNDRED 0.001
-score MILLION_USD 0.001
+score LOTTO_AGENT 0.899
+score LOTTO_DEPT 1.680
+score MALWARE_NORDNS 0.815
+score MILLION_HUNDRED 0.804
+score MILLION_USD 0.653
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 2.500
+score MIXED_ES 2.598
score MIXED_IMG_CASE 2.999
score MONEY_ATM_CARD 2.799
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 2.499
score MONEY_FRAUD_3 2.499
-score MONEY_FRAUD_5 2.584
-score MONEY_FRAUD_8 0.058
-score MONEY_FREEMAIL_REPTO 2.024
-score MONEY_FROM_41 1.305
-score MONEY_FROM_MISSP 0.001
-score MSMAIL_PRI_ABNORMAL 0.999
-score NAME_EMAIL_DIFF 0.001
-score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.266
+score MONEY_FRAUD_5 2.514
+score MONEY_FRAUD_8 0.001
+score MONEY_FREEMAIL_REPTO 2.133
+score MONEY_FROM_41 1.355
+score MONEY_FROM_MISSP 0.001 # force non-zero
+score MSMAIL_PRI_ABNORMAL 1.186
+score NAME_EMAIL_DIFF 0.001 # force non-zero
+score NA_DOLLARS 0.494
+score NICE_REPLY_A -0.288
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.897
+score NUMBERONLY_BITCOIN_EXP 0.676
score OBFU_BITCOIN 0.001
score OBFU_TEXT_ATTACH 1.799
-score ODD_FREEM_REPTO 2.947
+score ODD_FREEM_REPTO 2.948
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BTC_ID 0.274
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.001
-score PDS_FROM_2_EMAILS 1.291
+score PDS_FROM_2_EMAILS 0.807
score PDS_NAKED_TO_NUMERO 1.999
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
score PDS_SHORT_SPOOFED_URL 1.999
-score PHP_ORIG_SCRIPT 2.038
-score PHP_SCRIPT 2.419
-score PP_MIME_FAKE_ASCII_TEXT 0.001 # force non-zero
+score PHP_ORIG_SCRIPT 2.039
+score PHP_SCRIPT 2.396
+score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.001 # force non-zero
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RATWARE_NO_RDNS 0.001
+score RCVD_IN_MSPIKE_H2 -0.001
score SCC_CANSPAM_2 2.699
-score SCC_ISEMM_LID_1A 2.164
+score SCC_ISEMM_LID_1A 2.189
score SCC_ISEMM_LID_1B 1.499
-score SENDGRID_REDIR 1.061
-score SERGIO_SUBJECT_VIAGRA01 1.720
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.329
-score SHORT_SHORTNER 2.000
+score SENDGRID_REDIR 1.065
+score SERGIO_SUBJECT_VIAGRA01 1.103
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
+score SHORTENER_SHORT_IMG 0.991
+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 0.727
-score STOX_BOUND_090909_B 0.001
+score STATIC_XPRIO_OLE 0.241
+score STOX_BOUND_090909_B 0.001 # force non-zero
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_SUBJ 1.999
-score THIS_AD 1.899
+score THIS_AD 1.799
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 2.000
+score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 2.000
+score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_RCVD_SPACE_BRACKET 0.556
+score TVD_RCVD_SPACE_BRACKET 2.190
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 0.001 # force non-zero
-score UNDISC_FREEM 2.800
+score UNDISC_FREEM 2.799
score UNDISC_MONEY 3.099
score UNICODE_OBFU_ASC 2.499
-score URI_DOTEDU 1.331
+score URI_DOTEDU 1.159
score URI_GOOGLE_PROXY 2.099
score URI_OBFU_DOM 2.399
-score URI_PHISH 3.702
-score URI_TRY_3LD 0.670
+score URI_PHISH 3.700
+score URI_TRY_3LD 0.666
score URI_WPADMIN 2.199
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 1.996
-score WORD_INVIS 0.489
+score VFY_ACCT_NORDNS 1.838
+score WORD_INVIS 0.467
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001
+score XFER_LOTSA_MONEY 0.015
score XM_RANDOM 0.001
score XPRIO 0.001
-score XPRIO_SHORT_SUBJ 1.861
+score XPRIO_SHORT_SUBJ 2.357
score XPRIO_URL_SHORTNER 0.999
score YOU_INHERIT 2.299
score AC_POST_EXTRAS 1.000
@@ -278,6 +277,7 @@ score GAPPY_SALES_LEADS_FREEM 1.0
score GB_FORGED_MUA_POSTFIX 1.000
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
score GB_GOOGLE_OBFUR 0.750
+score GB_STORAGE_GOOGLE_EMAIL 1.000
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
@@ -323,7 +323,6 @@ score NEW_PRODUCTS 1.0
score PDS_BTC_NTLD 1.000
score PDS_DBL_URL_TNB_RUNON 1.000
score PDS_HELO_SPF_FAIL 1.000
-score PDS_LTC_CP 1.000
score PDS_NO_FULL_NAME_SPOOFED_URL 0.750
score PDS_TINYSUBJ_URISHRT 1.000
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1905871&r1=1905870&r2=1905871&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Dec 9 02:43:01 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 293103 68.682% (99.568% of non-spam corpus)
-# Correctly spam: 96911 22.709% (73.208% of spam corpus)
-# False positives: 1271 0.298% (0.432% of nonspam, 20056 weighted)
-# False negatives: 35466 8.311% (26.792% of spam, 52143 weighted)
-# Average score for spam: 9.3 nonspam: 0.7
-# Average for false-pos: 7.0 false-neg: 1.5
-# TOTAL: 426751 100.00%
+# Correctly non-spam: 294306 68.822% (99.567% of non-spam corpus)
+# Correctly spam: 95836 22.411% (72.577% of spam corpus)
+# False positives: 1280 0.299% (0.433% of nonspam, 19725 weighted)
+# False negatives: 36211 8.468% (27.423% of spam, 52203 weighted)
+# Average score for spam: 9.2 nonspam: 0.8
+# Average for false-pos: 6.9 false-neg: 1.4
+# TOTAL: 427633 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 36556 99.46%
-# Correctly spam: 12240 73.67%
-# False positives: 197 0.54%
-# False negatives: 4375 26.33%
-# TCR(l=50): 1.168014 SpamRecall: 73.668% SpamPrec: 98.416%
+# Correctly non-spam: 36703 99.52%
+# Correctly spam: 12111 73.11%
+# False positives: 178 0.48%
+# False negatives: 4455 26.89%
+# TCR(l=50): 1.240434 SpamRecall: 73.108% SpamPrec: 98.552%
##### 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: 287187 97.56%
-# Correctly spam: 76783 58.00%
-# False positives: 7187 2.44%
-# False negatives: 55594 42.00%
-# TCR(l=50): 0.319024 SpamRecall: 58.003% SpamPrec: 91.441%
+# Correctly non-spam: 288386 97.56%
+# Correctly spam: 75768 57.38%
+# False positives: 7200 2.44%
+# False negatives: 56279 42.62%
+# TCR(l=50): 0.317208 SpamRecall: 57.380% SpamPrec: 91.322%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 35849 97.54%
-# Correctly spam: 9566 57.57%
-# False positives: 904 2.46%
-# False negatives: 7049 42.43%
-# TCR(l=50): 0.317997 SpamRecall: 57.574% SpamPrec: 91.366%
+# Correctly non-spam: 36000 97.61%
+# Correctly spam: 9613 58.03%
+# False positives: 881 2.39%
+# False negatives: 6953 41.97%
+# TCR(l=50): 0.324804 SpamRecall: 58.028% SpamPrec: 91.605%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1905871&r1=1905870&r2=1905871&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Dec 9 02:43:01 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 293310 67.676% (99.377% of non-spam corpus)
-# Correctly spam: 106466 24.565% (77.006% of spam corpus)
-# False positives: 1840 0.425% (0.623% of nonspam, 77604 weighted)
-# False negatives: 31790 7.335% (22.994% of spam, 54233 weighted)
-# Average score for spam: 12.8 nonspam: -0.2
-# Average for false-pos: 9.0 false-neg: 1.7
-# TOTAL: 433406 100.00%
+# Correctly non-spam: 293351 67.685% (99.390% of non-spam corpus)
+# Correctly spam: 106168 24.496% (76.792% of spam corpus)
+# False positives: 1799 0.415% (0.610% of nonspam, 76533 weighted)
+# False negatives: 32086 7.403% (23.208% of spam, 54858 weighted)
+# Average score for spam: 12.9 nonspam: -0.3
+# Average for false-pos: 9.1 false-neg: 1.7
+# TOTAL: 433404 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 36631 99.43%
-# Correctly spam: 13559 78.25%
+# Correctly spam: 13528 78.07%
# False positives: 210 0.57%
-# False negatives: 3768 21.75%
-# TCR(l=50): 1.214396 SpamRecall: 78.254% SpamPrec: 98.475%
+# False negatives: 3799 21.93%
+# TCR(l=50): 1.211763 SpamRecall: 78.075% SpamPrec: 98.471%
##### 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: 293635 99.49%
-# Correctly spam: 86984 62.92%
+# Correctly spam: 86997 62.93%
# False positives: 1515 0.51%
-# False negatives: 51272 37.08%
-# TCR(l=50): 1.088441 SpamRecall: 62.915% SpamPrec: 98.288%
+# False negatives: 51257 37.07%
+# TCR(l=50): 1.088554 SpamRecall: 62.925% SpamPrec: 98.288%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 36659 99.51%
-# Correctly spam: 11081 63.95%
+# Correctly spam: 11074 63.91%
# False positives: 182 0.49%
-# False negatives: 6246 36.05%
-# TCR(l=50): 1.129089 SpamRecall: 63.952% SpamPrec: 98.384%
+# False negatives: 6253 36.09%
+# TCR(l=50): 1.128574 SpamRecall: 63.912% SpamPrec: 98.383%