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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/02/06 05:28:10 UTC
svn commit: r1873685 [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=1873685&r1=1873684&r2=1873685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Feb 6 05:28:10 2020
@@ -3,214 +3,214 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.123
+score AC_FROM_MANY_DOTS 1.758
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 0.822
+score ADMITS_SPAM 0.842
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.438
-score ADVANCE_FEE_3_NEW_MONEY 0.376
-score ADVANCE_FEE_4_NEW 2.149
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.599
+score ADVANCE_FEE_3_NEW 3.392
+score ADVANCE_FEE_3_NEW_MONEY 2.237
+score ADVANCE_FEE_4_NEW 0.001
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.600
score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.321
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.285
score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 2.055
-score AMAZON_IMG_NOT_RCVD_AMZN 2.252
+score ALIBABA_IMG_NOT_RCVD_ALI 1.708
+score AMAZON_IMG_NOT_RCVD_AMZN 2.054
+score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 0.149
-score BITCOIN_EXTORT_01 3.486
+score BITCOIN_DEADLINE 0.151
+score BITCOIN_EXTORT_01 3.954
score BITCOIN_MALWARE 0.001
-score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_02 0.001
-score BITCOIN_SPAM_03 2.500
-score BITCOIN_SPAM_05 2.485
-score BITCOIN_SPAM_07 2.895
-score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 1.282
+score BITCOIN_PAY_ME 3.000
+score BITCOIN_SPAM_02 0.001 # force non-zero
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 2.499
+score BITCOIN_SPAM_07 2.894
+score BITCOIN_SPAM_09 1.234
+score BODY_EMPTY 0.001
score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 2.453
+score BODY_SINGLE_WORD 2.499
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 1.205
+score BOGUS_MIME_VERSION 3.499
+score BOGUS_MSM_HDRS 0.568
score CANT_SEE_AD 2.499
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.837
+score CTE_8BIT_MISMATCH 0.842
score DEAR_BENEFICIARY 0.001 # force non-zero
-score DKIMWL_BL 2.303
+score DKIMWL_BL 2.305
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
score DX_TEXT_03 2.799
-score END_FUTURE_EMAILS 2.306
+score END_FUTURE_EMAILS 1.398
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.800
+score FORGED_RELAY_MUA_TO_MX 3.799
score FORGED_SPF_HELO 2.099
-score FORM_FRAUD 0.001 # force non-zero
-score FORM_FRAUD_3 1.135
-score FORM_FRAUD_5 0.001 # force non-zero
+score FORM_FRAUD 0.001
+score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 1.053
+score FROM_2_EMAILS_SHORT 0.927
score FROM_ADDR_WS 0.001
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
-score FROM_GOV_SPOOF 0.374
-score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.491
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.001 # force non-zero
+score FROM_GOV_SPOOF 0.396
+score FROM_MISSPACED 0.001 # force non-zero
+score FROM_MISSP_DYNIP 3.087
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 1.507
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.044
-score FROM_MISSP_TO_UNDISC 2.180
+score FROM_MISSP_SPF_FAIL 1.041
+score FROM_MISSP_TO_UNDISC 2.519
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_LINKBAIT 1.483
-score FROM_NTLD_REPLY_FREEMAIL 1.106
+score FROM_NTLD_LINKBAIT 1.999
+score FROM_NTLD_REPLY_FREEMAIL 1.245
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.417
-score FROM_SUSPICIOUS_NTLD_FP 1.125
-score FROM_WORDY 2.499
-score FSL_BULK_SIG 0.001 # force non-zero
-score FSL_CTYPE_WIN1251 0.001 # force non-zero
-score FSL_HELO_FAKE 2.177
+score FROM_SUSPICIOUS_NTLD 0.461
+score FROM_SUSPICIOUS_NTLD_FP 1.055
+score FROM_WORDY 2.500
+score FSL_BULK_SIG 0.001
+score FSL_CTYPE_WIN1251 0.001
+score FSL_HELO_FAKE 2.335
score FSL_NEW_HELO_USER 0.001
score FSL_THIS_IS_ADV 3.099
score FUZZY_BITCOIN 3.899
-score FUZZY_BTC_WALLET 0.001
+score FUZZY_BTC_WALLET 0.001 # force non-zero
score FUZZY_CLICK_HERE 2.699
-score FUZZY_SECURITY 1.858
-score FUZZY_WALLET 0.001 # force non-zero
-score GB_BITCOIN_CP 2.190
-score GB_BITCOIN_NH 1.012
-score GB_FREEMAIL_DISPTO 0.047
-score GB_GOOGLE_OBFUR 0.651
+score FUZZY_SECURITY 2.095
+score FUZZY_WALLET 0.001
+score GB_BITCOIN_CP 2.309
+score GB_BITCOIN_NH 0.546
+score GB_FREEMAIL_DISPTO 0.046
+score GB_GOOGLE_OBFUR 0.113
score GB_GOOGLE_OBFUS 0.750
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 1.622
+score GOOG_REDIR_NORDNS 2.490
score HDRS_LCASE 0.001
-score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.955
+score HDRS_LCASE_IMGONLY 0.100
+score HDR_ORDER_FTSDMCXX_DIRECT 1.956
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.001 # force non-zero
-score HELO_NO_DOMAIN 0.001
-score HK_GOLDDUST 0.086
+score HELO_MISC_IP 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
+score HK_GOLDDUST 0.880
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 2.000
-score HOSTED_IMG_MULTI 1.175
-score HTML_OFF_PAGE 2.497
-score HTML_SINGLET_MANY 2.496
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 1.000
+score HK_SCAM 1.999
+score HOSTED_IMG_MULTI 1.116
+score HTML_OFF_PAGE 1.075
+score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 3.099
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.078
+score HTML_TEXT_INVISIBLE_STYLE 1.057
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 2.876
-score KHOP_FAKE_EBAY 1.231
+score KB_FORGED_MOZ4 0.001
+score KHOP_FAKE_EBAY 1.045
score KHOP_HELO_FCRDNS 0.275
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 2.587
-score LONG_IMG_URI 1.638
+score LIST_PRTL_SAME_USER 0.117
+score LONG_HEX_URI 2.586
+score LONG_IMG_URI 1.351
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.142
-score MALF_HTML_B64 0.834
+score MALFORMED_FREEMAIL 1.026
+score MALF_HTML_B64 0.909
score MALWARE_NORDNS 0.001
-score MAY_BE_FORGED 1.222
-score MILLION_HUNDRED 2.599
+score MAY_BE_FORGED 1.220
+score MILLION_HUNDRED 2.600
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIME_NO_TEXT 1.999
-score MONEY_ATM_CARD 0.585
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.683
-score MONEY_FRAUD_3 1.339
+score MIME_NO_TEXT 2.000
+score MONEY_ATM_CARD 0.001
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 1.684
+score MONEY_FRAUD_3 0.018
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 2.999
score MONEY_FROM_41 1.999
score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 0.001
+score NO_FM_NAME_IP_HOSTN 0.493
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 1.017
+score OBFU_BITCOIN 0.568
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.999
-score PDS_BTC_NTLD 1.106
-score PDS_DBL_URL_ILLEGAL_CHARS 1.296
+score PDS_DBL_URL_ILLEGAL_CHARS 1.502
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 1.393
+score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.699
+score PDS_FROM_2_EMAILS 1.826
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 0.542
+score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.582
+score PDS_OTHER_BAD_TLD 1.606
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.499
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 0.500
+score PDS_SHORT_BOGUS_MSM_HDRS 0.677
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.774
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 0.001
-score PP_MIME_FAKE_ASCII_TEXT 1.000
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RISK_FREE 0.450
+score RISK_FREE 0.576
score SERGIO_SUBJECT_PORN014 3.899
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHORTENER_SHORT_IMG 0.001
-score SHORT_BODY_G_DRIVE_DYN 0.824
-score SHORT_IMG_SUSP_NTLD 0.757
+score SHORT_BODY_G_DRIVE_DYN 0.952
+score SHORT_IMG_SUSP_NTLD 1.499
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SINGLETS_LOW_CONTRAST 0.060
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.677
score SPOOFED_FREEM_REPTO 1.998
-score STATIC_XPRIO_OLE 1.627
-score STOCK_LOW_CONTRAST 2.499
+score STATIC_XPRIO_OLE 1.475
+score STOCK_LOW_CONTRAST 2.500
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.556
+score SUBJ_OBFU_PUNCT_MANY 1.393
score THIS_AD 1.599
-score THIS_IS_ADV_SUSP_NTLD 0.938
+score THIS_IS_ADV_SUSP_NTLD 1.499
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.251
-score TO_EQ_FM_DOM_HTML_IMG 0.001 # force non-zero
-score TO_EQ_FM_DOM_HTML_ONLY 0.653
-score TO_EQ_FM_DOM_SPF_FAIL 0.936
-score TO_EQ_FM_HTML_ONLY 0.637
-score TO_EQ_FM_SPF_FAIL 0.642
+score TO_EQ_FM_DIRECT_MX 1.250
+score TO_EQ_FM_DOM_HTML_IMG 0.001
+score TO_EQ_FM_DOM_HTML_ONLY 0.182
+score TO_EQ_FM_DOM_SPF_FAIL 0.735
+score TO_EQ_FM_HTML_ONLY 0.990
+score TO_EQ_FM_SPF_FAIL 0.584
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.239
-score TO_NO_BRKTS_FROM_MSSP 0.299
-score TO_NO_BRKTS_HTML_IMG 0.838
+score TO_NAME_SUBJ_NO_RDNS 0.001
+score TO_NO_BRKTS_FROM_MSSP 0.266
+score TO_NO_BRKTS_HTML_IMG 0.836
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.555
-score TO_NO_BRKTS_NORDNS_HTML 1.278
+score TO_NO_BRKTS_MSFT 0.001 # force non-zero
+score TO_NO_BRKTS_NORDNS_HTML 1.276
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.651
-score UPGRADE_MAILBOX 0.425
-score URI_BUFFLY 1.999
+score TVD_SPACE_RATIO_MINFP 1.532
+score UPGRADE_MAILBOX 0.418
+score URI_BUFFLY 1.546
score URI_GOOGLE_PROXY 2.299
-score URI_ONLY_MSGID_MALF 0.190
-score URI_PHISH 3.528
+score URI_ONLY_MSGID_MALF 0.218
+score URI_PHISH 3.527
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
+score URI_WP_HACKED 3.500
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 1.786
-score XPRIO_URL_SHORTNER 1.000
-score YOU_INHERIT 1.706
+score XPRIO_URL_SHORTNER 0.512
+score YOU_INHERIT 1.741
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -222,7 +222,6 @@ score AC_SPAMMY_URI_PATTERNS8 1.0
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADVANCE_FEE_2_NEW_FORM 1.000
score APP_DEVELOPMENT_FREEM 1.000
-score APP_DEVELOPMENT_NORDNS 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
@@ -232,7 +231,6 @@ 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 BOGUS_MIME_VERSION 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
score BTC_ORG 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1873685&r1=1873684&r2=1873685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Feb 6 05:28:10 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 741079 55.857% (99.510% of non-spam corpus)
-# Correctly spam: 443194 33.404% (76.148% of spam corpus)
-# False positives: 3651 0.275% (0.490% of nonspam, 82331 weighted)
-# False negatives: 138826 10.464% (23.852% of spam, 280805 weighted)
-# Average score for spam: 10.0 nonspam: 0.6
-# Average for false-pos: 5.8 false-neg: 2.0
-# TOTAL: 1326750 100.00%
+# Correctly non-spam: 730800 55.615% (99.489% of non-spam corpus)
+# Correctly spam: 443458 33.748% (76.528% of spam corpus)
+# False positives: 3753 0.286% (0.511% of nonspam, 85000 weighted)
+# False negatives: 136016 10.351% (23.472% of spam, 275677 weighted)
+# Average score for spam: 13.3 nonspam: 0.6
+# Average for false-pos: 5.7 false-neg: 2.0
+# TOTAL: 1314027 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 92295 99.38%
-# Correctly spam: 55134 75.93%
-# False positives: 572 0.62%
-# False negatives: 17482 24.07%
-# TCR(l=50): 1.575800 SpamRecall: 75.925% SpamPrec: 98.973%
+# Correctly non-spam: 91126 99.48%
+# Correctly spam: 55330 76.52%
+# False positives: 472 0.52%
+# False negatives: 16980 23.48%
+# TCR(l=50): 1.781912 SpamRecall: 76.518% SpamPrec: 99.154%
##### 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: 730317 98.06%
-# Correctly spam: 201126 34.56%
-# False positives: 14413 1.94%
-# False negatives: 380894 65.44%
-# TCR(l=50): 0.528367 SpamRecall: 34.557% SpamPrec: 93.313%
+# Correctly non-spam: 720376 98.07%
+# Correctly spam: 198526 34.26%
+# False positives: 14177 1.93%
+# False negatives: 380948 65.74%
+# TCR(l=50): 0.531726 SpamRecall: 34.260% SpamPrec: 93.335%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 91107 98.10%
-# Correctly spam: 24974 34.39%
-# False positives: 1760 1.90%
-# False negatives: 47642 65.61%
-# TCR(l=50): 0.535350 SpamRecall: 34.392% SpamPrec: 93.417%
+# Correctly non-spam: 89788 98.02%
+# Correctly spam: 24644 34.08%
+# False positives: 1810 1.98%
+# False negatives: 47666 65.92%
+# TCR(l=50): 0.523356 SpamRecall: 34.081% SpamPrec: 93.158%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1873685&r1=1873684&r2=1873685&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Feb 6 05:28:10 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 719656 55.301% (98.960% of non-spam corpus)
-# Correctly spam: 497538 38.233% (86.660% of spam corpus)
-# False positives: 7560 0.581% (1.040% of nonspam, 552495 weighted)
-# False negatives: 76591 5.886% (13.340% of spam, 128305 weighted)
-# Average score for spam: 16.9 nonspam: -2.5
+# Correctly non-spam: 719661 55.305% (98.962% of non-spam corpus)
+# Correctly spam: 497454 38.228% (86.656% of spam corpus)
+# False positives: 7547 0.580% (1.038% of nonspam, 551498 weighted)
+# False negatives: 76604 5.887% (13.344% of spam, 128560 weighted)
+# Average score for spam: 16.8 nonspam: -2.5
# Average for false-pos: 9.3 false-neg: 1.7
-# TOTAL: 1301345 100.00%
+# TOTAL: 1301266 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 89716 98.94%
-# Correctly spam: 62167 86.76%
-# False positives: 964 1.06%
-# False negatives: 9485 13.24%
-# TCR(l=50): 1.242125 SpamRecall: 86.762% SpamPrec: 98.473%
+# Correctly non-spam: 89725 98.95%
+# Correctly spam: 61949 86.48%
+# False positives: 955 1.05%
+# False negatives: 9689 13.52%
+# TCR(l=50): 1.247201 SpamRecall: 86.475% SpamPrec: 98.482%
##### 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: 724763 99.66%
-# Correctly spam: 317257 55.26%
-# False positives: 2453 0.34%
-# False negatives: 256872 44.74%
-# TCR(l=50): 1.512769 SpamRecall: 55.259% SpamPrec: 99.233%
+# Correctly non-spam: 724760 99.66%
+# Correctly spam: 317275 55.27%
+# False positives: 2448 0.34%
+# False negatives: 256783 44.73%
+# TCR(l=50): 1.513934 SpamRecall: 55.269% SpamPrec: 99.234%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 90365 99.65%
-# Correctly spam: 39532 55.17%
-# False positives: 315 0.35%
-# False negatives: 32120 44.83%
-# TCR(l=50): 1.496804 SpamRecall: 55.172% SpamPrec: 99.209%
+# Correctly non-spam: 90369 99.66%
+# Correctly spam: 39535 55.19%
+# False positives: 311 0.34%
+# False negatives: 32103 44.81%
+# TCR(l=50): 1.503326 SpamRecall: 55.187% SpamPrec: 99.219%