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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/02/20 07:23:20 UTC
svn commit: r1874240 [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=1874240&r1=1874239&r2=1874240&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Feb 20 07:23:20 2020
@@ -3,215 +3,215 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.982
-score ADMITS_SPAM 1.654
-score ADVANCE_FEE_2_NEW_MONEY 1.319
-score ADVANCE_FEE_3_NEW 3.457
+score AC_FROM_MANY_DOTS 2.988
+score ADMITS_SPAM 2.204
+score ADVANCE_FEE_2_NEW_MONEY 1.997
+score ADVANCE_FEE_3_NEW 3.346
score ADVANCE_FEE_3_NEW_MONEY 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.509
-score ADVANCE_FEE_4_NEW_MONEY 2.800
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.004
-score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.487
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.533
+score ADVANCE_FEE_4_NEW_MONEY 1.258
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.322
+score AD_PREFS 0.500
+score AMAZON_IMG_NOT_RCVD_AMZN 1.501
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 1.352
-score BITCOIN_EXTORT_01 2.947
-score BITCOIN_MALWARE 2.080
-score BITCOIN_PAY_ME 2.172
+score BITCOIN_DEADLINE 1.349
+score BITCOIN_EXTORT_01 2.385
+score BITCOIN_MALWARE 3.099
+score BITCOIN_PAY_ME 1.328
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 2.500
+score BITCOIN_SPAM_05 2.499
score BITCOIN_SPAM_07 3.496
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 0.795
-score BODY_SINGLE_URI 0.421
-score BODY_SINGLE_WORD 1.715
-score BODY_URI_ONLY 0.998
-score BOGUS_MIME_VERSION 0.820
-score BOGUS_MSM_HDRS 0.769
+score BODY_EMPTY 0.789
+score BODY_SINGLE_URI 1.388
+score BODY_SINGLE_WORD 1.782
+score BODY_URI_ONLY 0.999
+score BOGUS_MIME_VERSION 0.601
+score BOGUS_MSM_HDRS 1.789
score CANT_SEE_AD 2.499
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.248
score CTE_8BIT_MISMATCH 0.998
-score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 2.303
+score DEAR_BENEFICIARY 0.001 # force non-zero
+score DKIMWL_BL 2.301
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DKIMWL_WL_MEDHI -0.001 # force non-zero
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.739
+score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MEDHI -0.001
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.335
score DSN_NO_MIMEVERSION 1.997
score DX_TEXT_03 1.799
score END_FUTURE_EMAILS 2.497
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.497
-score FORGED_SPF_HELO 1.180
+score FORGED_RELAY_MUA_TO_MX 3.695
+score FORGED_SPF_HELO 1.352
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 1.997
-score FROM_ADDR_WS 2.405
+score FROM_2_EMAILS_SHORT 0.998
+score FROM_ADDR_WS 2.388
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.798
+score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.346
+score FROM_GOV_SPOOF 0.350
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.187
+score FROM_MISSP_DYNIP 3.538
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_FREEMAIL 0.137
+score FROM_MISSP_MSFT 0.001 # force non-zero
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_USER 0.001
+score FROM_MISSP_USER 0.001 # force non-zero
score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.527
-score FROM_NTLD_LINKBAIT 1.972
-score FROM_NTLD_REPLY_FREEMAIL 0.993
+score FROM_NAME_EQ_TO_G_DRIVE 0.468
+score FROM_NTLD_LINKBAIT 0.774
+score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.423
score FROM_UNBAL2 2.596
-score FSL_BULK_SIG 0.001 # force non-zero
+score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 1.776
+score FSL_HELO_FAKE 1.795
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 2.094
+score FSL_THIS_IS_ADV 1.567
score FUZZY_BITCOIN 2.699
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.549
+score GB_BITCOIN_NH 2.310
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
-score GB_GOOGLE_OBFUR 0.375
-score GB_GOOGLE_OBFUS 0.749
-score GB_WP_FILELINK 1.999
-score GOOG_REDIR_HTML_ONLY 0.772
+score GB_GOOGLE_OBFUR 0.608
+score GB_GOOGLE_OBFUS 0.750
+score GB_WP_FILELINK 0.001
+score GOOG_REDIR_HTML_ONLY 0.741
score GOOG_REDIR_NORDNS 2.999
score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.099
+score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 1.959
+score HDR_ORDER_FTSDMCXX_NORDNS 2.525
score HEADER_FROM_DIFFERENT_DOMAINS 0.248
-score HELO_MISC_IP 0.015
-score HELO_NO_DOMAIN 0.001
+score HELO_MISC_IP 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_MR_MRS 0.998
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.998
score HK_RANDOM_REPLYTO 0.998
-score HK_RCVD_IP_MULTICAST 0.427
+score HK_RCVD_IP_MULTICAST 0.279
score HK_SCAM 1.997
-score HOSTED_IMG_DIRECT_MX 2.944
-score HTML_OFF_PAGE 2.996
-score HTML_SINGLET_MANY 1.144
-score HTML_TAG_BALANCE_CENTER 2.923
+score HOSTED_IMG_DIRECT_MX 2.730
+score HTML_OFF_PAGE 1.252
+score HTML_SINGLET_MANY 1.124
+score HTML_TAG_BALANCE_CENTER 2.937
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.248
+score HTML_TEXT_INVISIBLE_STYLE 1.222
score IMG_ONLY_FM_DOM_INFO 2.497
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.651
-score KHOP_HELO_FCRDNS 0.275
-score LIST_PARTIAL_SHORT_MSG 2.498
-score LIST_PRTL_SAME_USER 2.493
-score LONG_HEX_URI 2.403
-score LONG_IMG_URI 1.036
+score KHOP_FAKE_EBAY 0.375
+score KHOP_HELO_FCRDNS 0.271
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LIST_PRTL_SAME_USER 2.404
+score LONG_HEX_URI 2.243
+score LONG_IMG_URI 1.442
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.628
-score MALF_HTML_B64 1.543
-score MALWARE_NORDNS 2.916
-score MALWARE_PASSWORD 1.192
-score MAY_BE_FORGED 1.452
-score MILLION_HUNDRED 0.869
+score MALFORMED_FREEMAIL 1.473
+score MALF_HTML_B64 0.968
+score MALWARE_NORDNS 2.458
+score MALWARE_PASSWORD 2.446
+score MAY_BE_FORGED 1.451
+score MILLION_HUNDRED 1.497
score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_ES 2.397
-score MONEY_ATM_CARD 0.001
+score MONEY_ATM_CARD 0.001 # force non-zero
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.065
-score MONEY_FRAUD_3 0.859
+score MONEY_FORM_SHORT 2.497
+score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.657
+score MONEY_FRAUD_8 2.386
score MONEY_FROM_41 1.999
-score NORDNS_LOW_CONTRAST 2.471
-score NO_FM_NAME_IP_HOSTN 1.820
+score NORDNS_LOW_CONTRAST 2.497
+score NO_FM_NAME_IP_HOSTN 1.836
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score OBFU_BITCOIN 2.999
score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.999
-score PDS_DBL_URL_ILLEGAL_CHARS 0.461
-score PDS_DBL_URL_TNB_RUNON 0.689
-score PDS_EMPTYSUBJ_URISHRT 1.498
+score PDS_DBL_URL_ILLEGAL_CHARS 1.496
+score PDS_DBL_URL_TNB_RUNON 0.503
+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 1.474
+score PDS_FROM_2_EMAILS 2.101
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 0.246
-score PDS_HP_HELO_NORDNS 0.001
+score PDS_HELO_SPF_FAIL 0.249
+score PDS_HP_HELO_NORDNS 0.097
score PDS_NAKED_TO_NUMERO 1.999
score PDS_OTHER_BAD_TLD 1.997
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.498
score PDS_SHORTFWD_URISHRT 1.498
-score PDS_SHORT_BOGUS_MSM_HDRS 0.721
+score PDS_SHORT_BOGUS_MSM_HDRS 0.553
score PDS_TINYSUBJ_URISHRT 1.498
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.249
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.794
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
+score PDS_TONAME_EQ_TOLOCAL_SHORT 1.997
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.001
+score PDS_TO_EQ_FROM_NAME 0.426
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.769
-score RDNS_NUM_TLD_XM 2.085
-score RISK_FREE 0.466
-score SERGIO_SUBJECT_PORN014 4.199
-score SERGIO_SUBJECT_VIAGRA01 2.235
+score RDNS_NUM_TLD_ATCHNX 0.379
+score RDNS_NUM_TLD_XM 1.180
+score RISK_FREE 0.467
+score SERGIO_SUBJECT_PORN014 4.099
+score SERGIO_SUBJECT_VIAGRA01 0.001 # force non-zero
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.001
-score SHORT_BODY_G_DRIVE_DYN 0.839
-score SHORT_IMG_SUSP_NTLD 1.261
-score SHORT_SHORTNER 1.997
+score SHORTENER_SHORT_IMG 0.001 # force non-zero
+score SHORT_BODY_G_DRIVE_DYN 0.352
+score SHORT_IMG_SUSP_NTLD 0.974
+score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.997
score SPOOFED_FREEMAIL_NO_RDNS 1.498
-score SPOOFED_FREEM_REPTO 1.996
-score STATIC_XPRIO_OLE 1.759
-score STOCK_LOW_CONTRAST 2.497
+score SPOOFED_FREEM_REPTO 1.997
+score STATIC_XPRIO_OLE 1.515
+score STOCK_LOW_CONTRAST 2.498
score SUBJ_OBFU_PUNCT_FEW 0.748
score SUBJ_OBFU_PUNCT_MANY 1.747
score TEQF_USR_POLITE 0.001
score THIS_AD 2.197
-score THIS_IS_ADV_SUSP_NTLD 1.372
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
-score TO_EQ_FM_DIRECT_MX 1.500
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.225
-score TO_EQ_FM_DOM_SPF_FAIL 1.237
-score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
-score TO_EQ_FM_SPF_FAIL 0.089
-score TO_IN_SUBJ 0.098
+score THIS_IS_ADV_SUSP_NTLD 1.051
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 1.499
+score TO_EQ_FM_DOM_HTML_IMG 0.523
+score TO_EQ_FM_DOM_HTML_ONLY 0.791
+score TO_EQ_FM_DOM_SPF_FAIL 0.706
+score TO_EQ_FM_HTML_ONLY 0.001
+score TO_EQ_FM_SPF_FAIL 0.784
+score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 0.001
-score TO_NO_BRKTS_FROM_MSSP 1.771
-score TO_NO_BRKTS_HTML_IMG 0.825
+score TO_NO_BRKTS_FROM_MSSP 1.816
+score TO_NO_BRKTS_HTML_IMG 0.834
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 2.497
+score TO_NO_BRKTS_MSFT 2.344
score TO_NO_BRKTS_NORDNS_HTML 1.278
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.131
-score UNICODE_OBFU_ASC 2.499
-score UPGRADE_MAILBOX 1.245
+score TVD_SPACE_RATIO_MINFP 1.134
+score UNICODE_OBFU_ASC 2.497
+score UPGRADE_MAILBOX 1.024
score URI_BUFFLY 1.999
score URI_GOOGLE_PROXY 2.397
-score URI_ONLY_MSGID_MALF 0.209
-score URI_PHISH 3.085
+score URI_ONLY_MSGID_MALF 0.218
+score URI_PHISH 3.694
score URI_PHP_REDIR 3.496
score URI_TRY_3LD 1.997
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 2.249
-score XPRIO_URL_SHORTNER 0.502
+score XPRIO_SHORT_SUBJ 2.262
+score XPRIO_URL_SHORTNER 0.338
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -283,7 +283,6 @@ score MIME_NO_TEXT 1.0
score MONERO_EXTORT_01 1.000
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
-score OFFER_ONLY_AMERICA 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1874240&r1=1874239&r2=1874240&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Feb 20 07:23:20 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 754880 45.284% (99.497% of non-spam corpus)
-# Correctly spam: 756591 45.386% (83.297% of spam corpus)
-# False positives: 3820 0.229% (0.503% of nonspam, 130576 weighted)
-# False negatives: 151714 9.101% (16.703% of spam, 359603 weighted)
-# Average score for spam: 11.9 nonspam: 0.6
-# Average for false-pos: 5.7 false-neg: 2.4
-# TOTAL: 1667005 100.00%
+# Correctly non-spam: 757314 43.567% (99.660% of non-spam corpus)
+# Correctly spam: 815421 46.909% (83.343% of spam corpus)
+# False positives: 2585 0.149% (0.340% of nonspam, 101741 weighted)
+# False negatives: 162974 9.376% (16.657% of spam, 417226 weighted)
+# Average score for spam: 12.3 nonspam: 0.6
+# Average for false-pos: 6.1 false-neg: 2.6
+# TOTAL: 1738294 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 94106 99.46%
-# Correctly spam: 94570 83.42%
-# False positives: 515 0.54%
-# False negatives: 18791 16.58%
-# TCR(l=50): 2.545093 SpamRecall: 83.424% SpamPrec: 99.458%
+# Correctly non-spam: 94274 99.50%
+# Correctly spam: 102302 83.78%
+# False positives: 473 0.50%
+# False negatives: 19800 16.22%
+# TCR(l=50): 2.810173 SpamRecall: 83.784% SpamPrec: 99.540%
##### 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: 744239 98.09%
-# Correctly spam: 473829 52.17%
-# False positives: 14461 1.91%
-# False negatives: 434476 47.83%
-# TCR(l=50): 0.784695 SpamRecall: 52.166% SpamPrec: 97.038%
+# Correctly non-spam: 745188 98.06%
+# Correctly spam: 546221 55.83%
+# False positives: 14711 1.94%
+# False negatives: 432174 44.17%
+# TCR(l=50): 0.837865 SpamRecall: 55.828% SpamPrec: 97.377%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 92816 98.09%
-# Correctly spam: 59114 52.15%
-# False positives: 1805 1.91%
-# False negatives: 54247 47.85%
-# TCR(l=50): 0.784521 SpamRecall: 52.147% SpamPrec: 97.037%
+# Correctly non-spam: 92886 98.04%
+# Correctly spam: 68047 55.73%
+# False positives: 1861 1.96%
+# False negatives: 54055 44.27%
+# TCR(l=50): 0.830033 SpamRecall: 55.730% SpamPrec: 97.338%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1874240&r1=1874239&r2=1874240&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Feb 20 07:23:20 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 744173 52.119% (98.358% of non-spam corpus)
-# Correctly spam: 581728 40.742% (86.664% of spam corpus)
-# False positives: 12420 0.870% (1.642% of nonspam, 936249 weighted)
-# False negatives: 89515 6.269% (13.336% of spam, 156180 weighted)
-# Average score for spam: 16.2 nonspam: -2.4
+# Correctly non-spam: 744192 52.124% (98.364% of non-spam corpus)
+# Correctly spam: 581714 40.744% (86.672% of spam corpus)
+# False positives: 12378 0.867% (1.636% of nonspam, 933676 weighted)
+# False negatives: 89452 6.265% (13.328% of spam, 156182 weighted)
+# Average score for spam: 16.4 nonspam: -2.4
# Average for false-pos: 8.5 false-neg: 1.7
-# TOTAL: 1427836 100.00%
+# TOTAL: 1427736 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 92852 98.40%
-# Correctly spam: 72452 86.49%
-# False positives: 1510 1.60%
-# False negatives: 11315 13.51%
-# TCR(l=50): 0.964891 SpamRecall: 86.492% SpamPrec: 97.958%
+# Correctly non-spam: 92837 98.39%
+# Correctly spam: 72487 86.54%
+# False positives: 1522 1.61%
+# False negatives: 11275 13.46%
+# TCR(l=50): 0.958649 SpamRecall: 86.539% SpamPrec: 97.943%
##### 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: 754220 99.69%
-# Correctly spam: 344958 51.39%
-# False positives: 2373 0.31%
-# False negatives: 326285 48.61%
-# TCR(l=50): 1.508632 SpamRecall: 51.391% SpamPrec: 99.317%
+# Correctly non-spam: 754188 99.69%
+# Correctly spam: 344961 51.40%
+# False positives: 2382 0.31%
+# False negatives: 326205 48.60%
+# TCR(l=50): 1.507205 SpamRecall: 51.397% SpamPrec: 99.314%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 94041 99.66%
-# Correctly spam: 42825 51.12%
-# False positives: 321 0.34%
-# False negatives: 40942 48.88%
-# TCR(l=50): 1.469803 SpamRecall: 51.124% SpamPrec: 99.256%
+# Correctly non-spam: 94047 99.67%
+# Correctly spam: 42856 51.16%
+# False positives: 312 0.33%
+# False negatives: 40906 48.84%
+# TCR(l=50): 1.482356 SpamRecall: 51.164% SpamPrec: 99.277%