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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/06/07 02:52:46 UTC
svn commit: r1901715 [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=1901715&r1=1901714&r2=1901715&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Jun 7 02:52:46 2022
@@ -5,218 +5,217 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.899
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.566
+score ADMITS_SPAM 2.900
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.265
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.499
-score ADVANCE_FEE_3_NEW_MONEY 2.699
+score ADVANCE_FEE_3_NEW_MONEY 2.700
score ADVANCE_FEE_4_NEW 2.299
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.986
-score ADVANCE_FEE_5_NEW 2.499
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.972
+score ADVANCE_FEE_4_NEW_MONEY 1.985
+score ADVANCE_FEE_5_NEW 2.399
+score ADVANCE_FEE_5_NEW_FRM_MNY 2.071
score ADVANCE_FEE_5_NEW_MONEY 0.001
score AD_PREFS 0.001
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BIGNUM_EMAILS_FREEM 1.969
-score BITCOIN_EXTORT_01 4.119
+score BIGNUM_EMAILS_FREEM 1.768
+score BITCOIN_EXTORT_01 4.256
score BITCOIN_MALWARE 0.001
-score BITCOIN_ONAN 2.999
-score BITCOIN_PAY_ME 2.299
-score BITCOIN_SPAM_01 2.500
-score BITCOIN_SPAM_02 1.050
+score BITCOIN_ONAN 3.000
+score BITCOIN_PAY_ME 2.294
+score BITCOIN_SPAM_01 2.499
+score BITCOIN_SPAM_02 0.996
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_05 0.001
-score BITCOIN_SPAM_09 0.881
-score BITCOIN_XPRIO 0.323
-score BITCOIN_YOUR_INFO 3.000
-score BODY_EMAIL_419_FRAUD_GM 0.148
+score BITCOIN_SPAM_09 0.741
+score BITCOIN_XPRIO 0.269
+score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.059
-score BOGUS_MSM_HDRS 1.483
+score BODY_URI_ONLY 1.014
+score BOGUS_MSM_HDRS 0.993
+score COMPENSATION 0.290
score CONTENT_AFTER_HTML 2.499
-score CONTENT_AFTER_HTML_WEAK 1.499
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
+score CONTENT_AFTER_HTML_WEAK 1.500
+score CTE_8BIT_MISMATCH 0.001
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -1.149
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.589
-score DX_TEXT_03 1.600
+score DKIMWL_WL_HIGH -1.147
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.582
+score DX_TEXT_03 1.599
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
score FACEBOOK_IMG_NOT_RCVD_FB 1.999
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 0.416
+score FONT_INVIS_DIRECT 0.558
score FONT_INVIS_MSGID 0.001
score FONT_INVIS_POSTEXTRAS 2.183
-score FORGED_SPF_HELO 0.029
+score FORGED_SPF_HELO 0.156
score FORM_FRAUD 0.999
-score FORM_FRAUD_3 1.614
+score FORM_FRAUD_3 2.193
score FORM_FRAUD_5 0.001
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROM_2_EMAILS_SHORT 2.999
score FROM_ADDR_WS 2.999
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.506
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.999
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 2.299
-score FROM_MISSP_EH_MATCH 0.077
+score FROM_MISSP_EH_MATCH 0.075
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_SPF_FAIL 0.831
-score FROM_MISSP_TO_UNDISC 0.001
+score FROM_MISSP_REPLYTO 0.001
+score FROM_MISSP_SPF_FAIL 0.834
+score FROM_MISSP_TO_UNDISC 0.001 # force non-zero
score FROM_MISSP_USER 0.001
-score FROM_MULTI_NORDNS 1.070
-score FROM_NTLD_REPLY_FREEMAIL 1.150
-score FROM_PAYPAL_SPOOF 1.151
+score FROM_MULTI_NORDNS 1.063
+score FROM_NTLD_REPLY_FREEMAIL 1.863
+score FROM_PAYPAL_SPOOF 0.982
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FSL_BULK_SIG 0.001
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score GB_BITCOIN_CP 2.999
score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.499
-score GB_HASHBL_BTC 2.672
-score GB_URI_FLEEK_STO_HTM 1.000
-score GOOG_MALWARE_DNLD 1.943
+score GB_FREEMAIL_DISPTO 0.500
+score GB_HASHBL_BTC 2.731
+score GB_URI_FLEEK_STO_HTM 0.999
+score GOOG_MALWARE_DNLD 4.079
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 3.399
score GOOG_STO_EMAIL_PHISH 2.999
score GOOG_STO_IMG_NOHTML 2.499
-score GOOG_STO_NOIMG_HTML 2.951
+score GOOG_STO_NOIMG_HTML 2.947
score HAS_X_OUTGOING_SPAM_STAT 0.001
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 1.317
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 1.308
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 0.001
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_LOTTO 1.000
-score HK_NAME_MR_MRS 0.796
+score HELO_NO_DOMAIN 0.001
+score HK_LOTTO 0.999
+score HK_NAME_MR_MRS 0.795
score HK_RANDOM_ENVFROM 0.999
score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.001
-score HOSTED_IMG_DIRECT_MX 2.213
-score HOSTED_IMG_FREEM 0.916
+score HK_SCAM 0.001 # force non-zero
+score HOSTED_IMG_DIRECT_MX 2.571
+score HOSTED_IMG_FREEM 0.919
score HOSTED_IMG_MULTI_PUB_01 2.999
score HTML_ENTITY_ASCII 3.000
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.981
+score HTML_SINGLET_MANY 1.652
score HTML_TAG_BALANCE_CENTER 2.799
score HTML_TEXT_INVISIBLE_FONT 1.999
score HTML_TEXT_INVISIBLE_STYLE 3.499
score JH_SPAMMY_HEADERS 3.499
score KHOP_HELO_FCRDNS 0.001
score LONGLN_LOW_CONTRAST 2.499
-score LONG_HEX_URI 1.519
-score LONG_IMG_URI 1.839
-score LONG_INVISIBLE_TEXT 0.001 # force non-zero
+score LONG_HEX_URI 1.520
+score LONG_IMG_URI 1.836
+score LONG_INVISIBLE_TEXT 0.001
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score MALFORMED_FREEMAIL 1.595
-score MALWARE_NORDNS 0.001 # force non-zero
-score MALW_ATTACH 2.299
+score MALWARE_NORDNS 0.001
+score MALW_ATTACH 2.399
score MILLION_HUNDRED 0.001
score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 1.898
+score MIXED_ES 1.901
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.592
-score MONEY_FRAUD_5 0.001 # force non-zero
+score MONEY_FRAUD_3 1.617
+score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.987
-score MONEY_FROM_41 1.999
+score MONEY_FREEMAIL_REPTO 1.986
+score MONEY_FROM_41 2.000
score MONEY_FROM_MISSP 0.001
-score MSGID_HDR_MALF 3.499
-score MSMAIL_PRI_ABNORMAL 0.001 # force non-zero
-score MSM_PRIO_REPTO 2.226
+score MSGID_HDR_MALF 3.500
+score MSMAIL_PRI_ABNORMAL 0.001
+score MSM_PRIO_REPTO 2.498
score NAME_EMAIL_DIFF 0.001
-score NICE_REPLY_A -2.889
-score NORDNS_LOW_CONTRAST 1.143
-score NO_FM_NAME_IP_HOSTN 0.001
+score NICE_REPLY_A -1.228
+score NORDNS_LOW_CONTRAST 1.144
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 2.179
-score NUMBEREND_LINKBAIT 0.675
-score OBFU_TEXT_ATTACH 1.263
-score ODD_FREEM_REPTO 2.946
+score NSL_RCVD_HELO_USER 2.164
+score NUMBEREND_LINKBAIT 0.734
+score OBFU_TEXT_ATTACH 1.410
+score ODD_FREEM_REPTO 2.939
score PDS_BTC_ID 0.001
score PDS_BTC_MSGID 0.001
-score PDS_DBL_URL_TNB_RUNON 1.468
+score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_OTHER_BAD_TLD 1.999
-score PDS_TINYSUBJ_URISHRT 1.500
+score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PHISHING_FREEMAIL 2.299
-score PHP_ORIG_SCRIPT 1.996
+score PHP_ORIG_SCRIPT 2.041
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.377
+score RDNS_NUM_TLD_XM 0.001
score REPTO_419_FRAUD_GM 2.999
-score REPTO_419_FRAUD_GM_LOOSE 0.802
score REPTO_INFONUMSCOM 2.999
-score RISK_FREE 0.219
-score SCC_BODY_URI_ONLY 2.693
-score SCC_CANSPAM_2 2.148
-score SCC_ISEMM_LID_1 3.185
-score SCC_SPAMMER_ADDR_2 1.418
+score RISK_FREE 1.616
+score SCC_BODY_URI_ONLY 2.692
+score SCC_CANSPAM_2 2.273
+score SCC_ISEMM_LID_1 2.019
+score SCC_SPAMMER_ADDR_2 1.464
score SCC_THREE_WORD_MONTY 2.999
score SCRIPT_GIBBERISH 2.899
score SENDGRID_REDIR 1.499
-score SERGIO_SUBJECT_VIAGRA01 2.013
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.205
+score SERGIO_SUBJECT_VIAGRA01 2.901
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.143
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.327
-score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL 1.567
+score SHORT_IMG_SUSP_NTLD 0.093
+score SHORT_SHORTNER 2.000
+score SPOOFED_FREEMAIL 1.631
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
score SPOOF_GMAIL_MID 0.001
-score STATIC_XPRIO_OLE 1.858
+score STATIC_XPRIO_OLE 1.864
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_MANY 0.001
score THIS_AD 0.999
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.122
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.089
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_NAME_SUBJ_NO_RDNS 0.001
+score TO_NAME_SUBJ_NO_RDNS 0.001 # force non-zero
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_NORDNS_HTML 1.197
+score TO_NO_BRKTS_MSFT 0.001
+score TO_NO_BRKTS_NORDNS_HTML 1.196
score TO_NO_BRKTS_PCNT 2.499
score TVD_LONG_WORD5 2.999
-score TVD_RCVD_SPACE_BRACKET 1.093
-score UNDISC_FREEM 2.347
-score UNDISC_MONEY 0.619
-score UPPERCASE_URI 2.426
-score URI_DOTEDU 1.999
+score TVD_RCVD_SPACE_BRACKET 2.132
+score UNDISC_FREEM 2.297
+score UNDISC_MONEY 0.593
+score UPPERCASE_URI 2.423
+score URI_DOTEDU 2.000
score URI_FIREBASEAPP 2.999
score URI_GOOGLE_PROXY 2.299
score URI_OBFU_DOM 2.399
-score URI_ONLY_MSGID_MALF 1.046
-score URI_PHISH 2.377
+score URI_ONLY_MSGID_MALF 1.107
+score URI_PHISH 2.379
score URI_PHP_REDIR 3.172
-score URI_TRY_3LD 0.349
+score URI_TRY_3LD 0.634
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.028
+score URI_WP_HACKED_2 1.963
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.999
-score XM_DIGITS_ONLY 0.925
+score XM_DIGITS_ONLY 1.392
score XM_RANDOM 2.499
score XM_RECPTID 2.999
score XPRIO 0.001
-score YOUR_DELIVERY_ADDRESS 1.250
+score YOUR_DELIVERY_ADDRESS 1.249
score AC_POST_EXTRAS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -246,6 +245,7 @@ score BITCOIN_SPAM_10 1.0
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BITCOIN_SPF_ONLYALL 1.000
+score BODY_EMAIL_419_FRAUD_GM 1.000
score BOGUS_MIME_VERSION 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
@@ -306,6 +306,7 @@ 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 MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
@@ -340,6 +341,7 @@ score REPTO_419_FRAUD 1.0
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
+score REPTO_419_FRAUD_GM_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1901715&r1=1901714&r2=1901715&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Jun 7 02:52:46 2022
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 333997 49.735% (99.663% of non-spam corpus)
-# Correctly spam: 268670 40.007% (79.859% of spam corpus)
-# False positives: 1128 0.168% (0.337% of nonspam, 35531 weighted)
-# False negatives: 67760 10.090% (20.141% of spam, 129203 weighted)
-# Average score for spam: 12.3 nonspam: 0.6
-# Average for false-pos: 6.3 false-neg: 1.9
-# TOTAL: 671555 100.00%
+# Correctly non-spam: 334228 48.843% (99.671% of non-spam corpus)
+# Correctly spam: 279541 40.851% (80.108% of spam corpus)
+# False positives: 1104 0.161% (0.329% of nonspam, 35615 weighted)
+# False negatives: 69416 10.144% (19.892% of spam, 131921 weighted)
+# Average score for spam: 12.2 nonspam: 0.5
+# Average for false-pos: 6.2 false-neg: 1.9
+# TOTAL: 684289 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 41620 99.66%
-# Correctly spam: 33560 80.01%
-# False positives: 140 0.34%
-# False negatives: 8383 19.99%
-# TCR(l=50): 2.726581 SpamRecall: 80.013% SpamPrec: 99.585%
+# Correctly non-spam: 41646 99.66%
+# Correctly spam: 34801 80.02%
+# False positives: 142 0.34%
+# False negatives: 8692 19.98%
+# TCR(l=50): 2.754116 SpamRecall: 80.015% SpamPrec: 99.594%
##### 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: 325693 97.19%
-# Correctly spam: 240945 71.62%
-# False positives: 9432 2.81%
-# False negatives: 95485 28.38%
-# TCR(l=50): 0.593262 SpamRecall: 71.618% SpamPrec: 96.233%
+# Correctly non-spam: 325881 97.18%
+# Correctly spam: 252153 72.26%
+# False positives: 9451 2.82%
+# False negatives: 96804 27.74%
+# TCR(l=50): 0.612900 SpamRecall: 72.259% SpamPrec: 96.387%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 40583 97.18%
-# Correctly spam: 30184 71.96%
-# False positives: 1177 2.82%
-# False negatives: 11759 28.04%
-# TCR(l=50): 0.594018 SpamRecall: 71.964% SpamPrec: 96.247%
+# Correctly non-spam: 40589 97.13%
+# Correctly spam: 31412 72.22%
+# False positives: 1199 2.87%
+# False negatives: 12081 27.78%
+# TCR(l=50): 0.603809 SpamRecall: 72.223% SpamPrec: 96.323%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1901715&r1=1901714&r2=1901715&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Jun 7 02:52:46 2022
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 335417 50.143% (99.445% of non-spam corpus)
-# Correctly spam: 289131 43.223% (87.184% of spam corpus)
-# False positives: 1872 0.280% (0.555% of nonspam, 125757 weighted)
-# False negatives: 42502 6.354% (12.816% of spam, 78579 weighted)
-# Average score for spam: 17.6 nonspam: -0.9
-# Average for false-pos: 6.8 false-neg: 1.8
-# TOTAL: 668922 100.00%
+# Correctly non-spam: 335433 50.145% (99.450% of non-spam corpus)
+# Correctly spam: 289042 43.210% (87.157% of spam corpus)
+# False positives: 1856 0.277% (0.550% of nonspam, 124908 weighted)
+# False negatives: 42590 6.367% (12.843% of spam, 78838 weighted)
+# Average score for spam: 17.7 nonspam: -0.8
+# Average for false-pos: 6.8 false-neg: 1.9
+# TOTAL: 668921 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 41799 99.42%
-# Correctly spam: 36037 87.19%
-# False positives: 243 0.58%
-# False negatives: 5295 12.81%
-# TCR(l=50): 2.369275 SpamRecall: 87.189% SpamPrec: 99.330%
+# Correctly non-spam: 41800 99.42%
+# Correctly spam: 35994 87.09%
+# False positives: 242 0.58%
+# False negatives: 5338 12.91%
+# TCR(l=50): 2.370226 SpamRecall: 87.085% SpamPrec: 99.332%
##### 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: 335787 99.55%
-# Correctly spam: 240682 72.57%
+# Correctly spam: 240663 72.57%
# False positives: 1502 0.45%
-# False negatives: 90951 27.43%
-# TCR(l=50): 1.997176 SpamRecall: 72.575% SpamPrec: 99.380%
+# False negatives: 90969 27.43%
+# TCR(l=50): 1.996953 SpamRecall: 72.569% SpamPrec: 99.380%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 41847 99.54%
-# Correctly spam: 30076 72.77%
+# Correctly spam: 30072 72.76%
# False positives: 195 0.46%
-# False negatives: 11256 27.23%
-# TCR(l=50): 1.967628 SpamRecall: 72.767% SpamPrec: 99.356%
+# False negatives: 11260 27.24%
+# TCR(l=50): 1.967254 SpamRecall: 72.757% SpamPrec: 99.356%