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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/11/22 05:59:18 UTC
svn commit: r1870134 [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=1870134&r1=1870133&r2=1870134&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Nov 22 05:59:17 2019
@@ -4,202 +4,204 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.709
-score ADVANCE_FEE_2_NEW_MONEY 0.998
-score ADVANCE_FEE_3_NEW 3.459
-score ADVANCE_FEE_3_NEW_MONEY 2.798
+score ADVANCE_FEE_2_NEW_MONEY 1.296
+score ADVANCE_FEE_3_NEW 3.466
+score ADVANCE_FEE_3_NEW_MONEY 2.799
score ADVANCE_FEE_4_NEW 2.157
score ADVANCE_FEE_4_NEW_MONEY 2.699
score ADVANCE_FEE_5_NEW 1.724
score ADVANCE_FEE_5_NEW_FRM_MNY 0.306
-score AD_PREFS 0.500
-score ALIBABA_IMG_NOT_RCVD_ALI 2.499
+score AD_PREFS 0.499
+score ALIBABA_IMG_NOT_RCVD_ALI 2.500
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 3.419
-score BITCOIN_DEADLINE 2.223
-score BITCOIN_EXTORT_01 2.399
-score BITCOIN_SPAM_02 1.719
-score BITCOIN_SPAM_05 1.476
-score BITCOIN_SPAM_07 2.823
-score BITCOIN_SPAM_08 0.001
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.265
+score BITCOIN_DEADLINE 2.228
+score BITCOIN_EXTORT_01 2.398
+score BITCOIN_SPAM_02 1.857
+score BITCOIN_SPAM_05 2.214
+score BITCOIN_SPAM_07 2.561
+score BITCOIN_SPAM_08 0.006
score BITCOIN_SPAM_09 1.499
score BODY_EMPTY 0.059
-score BODY_SINGLE_URI 1.973
-score BODY_SINGLE_WORD 1.391
-score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.922
+score BODY_SINGLE_URI 1.174
+score BODY_SINGLE_WORD 1.392
+score BODY_URI_ONLY 1.000
+score BOGUS_MSM_HDRS 2.919
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.249
score DEAR_BENEFICIARY 2.899
-score DKIMWL_BL 2.999
+score DKIMWL_BL 3.000
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DOS_OUTLOOK_TO_MX_IMAGE 2.899
-score DRUGS_ERECTILE_SHORT_SHORTNER 1.472
+score DRUGS_ERECTILE_SHORT_SHORTNER 1.270
score DX_TEXT_03 1.799
-score EBAY_IMG_NOT_RCVD_EBAY 2.784
-score END_FUTURE_EMAILS 0.491
-score FILL_THIS_FORM 0.035
-score FORGED_RELAY_MUA_TO_MX 3.035
-score FORGED_SPF_HELO 1.411
+score EBAY_IMG_NOT_RCVD_EBAY 0.319
+score END_FUTURE_EMAILS 0.370
+score FILL_THIS_FORM 0.190
+score FORGED_RELAY_MUA_TO_MX 3.030
+score FORGED_SPF_HELO 1.341
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 0.429
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 0.001
+score FORM_FRAUD_5 0.159
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FROMSPACE 0.001 # force non-zero
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.346
+score FROM_ADDR_WS 0.459
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
+score FROM_FMBLA_NEWDOM14 1.000
+score FROM_FMBLA_NEWDOM28 0.800
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.001 # force non-zero
-score FROM_MISSPACED 0.348
-score FROM_MISSP_DYNIP 1.190
-score FROM_MISSP_EH_MATCH 1.227
-score FROM_MISSP_FREEMAIL 1.940
-score FROM_MISSP_MSFT 1.701
+score FROM_GOV_SPOOF 0.001
+score FROM_MISSPACED 0.374
+score FROM_MISSP_DYNIP 1.703
+score FROM_MISSP_EH_MATCH 1.226
+score FROM_MISSP_FREEMAIL 1.857
+score FROM_MISSP_MSFT 1.918
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 1.440
-score FROM_MISSP_USER 0.834
+score FROM_MISSP_TO_UNDISC 1.143
+score FROM_MISSP_USER 2.596
score FROM_MISSP_XPRIO 2.499
score FROM_NAME_EQ_TO_G_DRIVE 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.314
+score FROM_NTLD_REPLY_FREEMAIL 0.965
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.277
-score FROM_SUSPICIOUS_NTLD_FP 1.788
-score FSL_BULK_SIG 0.140
-score FSL_CTYPE_WIN1251 1.643
-score FSL_HELO_FAKE 1.798
-score FSL_NEW_HELO_USER 1.618
-score FSL_THIS_IS_ADV 3.000
+score FROM_SUSPICIOUS_NTLD 0.334
+score FROM_SUSPICIOUS_NTLD_FP 1.738
+score FSL_BULK_SIG 0.138
+score FSL_CTYPE_WIN1251 0.606
+score FSL_HELO_FAKE 1.792
+score FSL_NEW_HELO_USER 1.999
+score FSL_THIS_IS_ADV 2.999
+score FUZZY_BITCOIN 2.599
score FUZZY_CLICK_HERE 3.099
-score GB_BITCOIN_CP 2.761
-score GB_BITCOIN_NH 2.187
-score GB_FREEMAIL_DISPTO 0.001
-score GB_GOOGLE_OBFU 0.060
+score GB_BITCOIN_CP 2.146
+score GB_BITCOIN_NH 2.203
+score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score GB_GOOGLE_OBFU 0.061
score GOOG_REDIR_HTML_ONLY 1.999
-score HDRS_LCASE 0.099
+score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.068
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.067
score HELO_NO_DOMAIN 0.001
+score HK_LOTTO 0.384
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.488
+score HK_RCVD_IP_MULTICAST 0.500
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.379
+score HOSTED_IMG_DIRECT_MX 3.061
score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI 2.264
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.386
-score HTML_TEXT_INVISIBLE_STYLE 1.960
-score IMG_ONLY_FM_DOM_INFO 2.457
+score HOSTED_IMG_MULTI 1.346
+score HTML_OFF_PAGE 3.000
+score HTML_SINGLET_MANY 1.518
+score HTML_TEXT_INVISIBLE_STYLE 1.922
+score IMG_ONLY_FM_DOM_INFO 1.730
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.559
+score KHOP_FAKE_EBAY 0.855
score KHOP_HELO_FCRDNS 0.400
score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 2.295
-score LONG_IMG_URI 0.975
+score LONG_HEX_URI 2.294
+score LONG_IMG_URI 0.974
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.076
+score MALFORMED_FREEMAIL 1.075
score MALF_HTML_B64 3.499
-score MALWARE_NORDNS 3.423
-score MALWARE_PASSWORD 3.499
+score MALWARE_NORDNS 2.210
+score MALWARE_PASSWORD 3.378
score MANY_HDRS_LCASE 0.099
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 2.418
+score MILLION_HUNDRED 2.348
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_ES 2.399
+score MIXED_ES 2.499
score MONEY_ATM_CARD 2.599
-score MONEY_FORM_SHORT 1.961
+score MONEY_FORM_SHORT 1.933
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.100
+score MONEY_FRAUD_8 3.099
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score NORDNS_LOW_CONTRAST 1.751
+score NORDNS_LOW_CONTRAST 1.788
score NO_FM_NAME_IP_HOSTN 0.960
-score NSL_RCVD_FROM_USER 0.389
-score NSL_RCVD_HELO_USER 1.253
-score NUMBERONLY_BITCOIN_EXP 0.390
-score OBFU_BITCOIN 3.000
+score NSL_RCVD_FROM_USER 2.590
+score NSL_RCVD_HELO_USER 1.389
+score NUMBERONLY_BITCOIN_EXP 1.999
+score OBFU_BITCOIN 2.999
score ONLINE_MKTG_CNSLT 2.899
score PDS_BTC_ID 0.499
-score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_TNB_RUNON 0.681
-score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.543
+score PDS_BTC_NTLD 2.000
+score PDS_DBL_URL_TNB_RUNON 1.268
+score PDS_FRNOM_TODOM_NAKED_TO 1.500
+score PDS_FROM_2_EMAILS 1.799
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.725
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_NAKED_TO_NUMERO 1.920
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.723
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.719
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 3.199
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
+score PDS_TO_EQ_FROM_NAME 3.097
score PDS_X_PHP_WP_EXP 1.499
-score PHP_ORIG_SCRIPT 2.038
-score PP_MIME_FAKE_ASCII_TEXT 0.843
+score PHP_ORIG_SCRIPT 2.041
+score PP_MIME_FAKE_ASCII_TEXT 0.816
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RISK_FREE 0.526
-score SEO_SUSP_NTLD 0.246
+score RISK_FREE 0.524
+score SEO_SUSP_NTLD 1.024
score SERGIO_SUBJECT_PORN014 3.199
-score SERGIO_SUBJECT_VIAGRA01 2.773
+score SERGIO_SUBJECT_VIAGRA01 2.777
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.746
-score SHORT_IMG_SUSP_NTLD 0.544
+score SHORTENER_SHORT_IMG 0.539
+score SHORT_IMG_SUSP_NTLD 0.225
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.001
+score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.721
+score SPOOFED_FREEMAIL_NO_RDNS 0.723
score SPOOFED_FREEM_REPTO 2.499
-score STATIC_XPRIO_OLE 1.846
+score STATIC_XPRIO_OLE 1.339
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.716
-score SUBJ_OBFU_PUNCT_MANY 1.393
+score SUBJ_OBFU_PUNCT_FEW 0.750
+score SUBJ_OBFU_PUNCT_MANY 1.102
score THIS_AD 1.799
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.407
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.677
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 2.500
-score TO_EQ_FM_DOM_HTML_IMG 0.586
-score TO_EQ_FM_DOM_HTML_ONLY 0.569
-score TO_EQ_FM_DOM_SPF_FAIL 0.503
-score TO_EQ_FM_HTML_ONLY 0.126
-score TO_EQ_FM_SPF_FAIL 0.807
+score TO_EQ_FM_DOM_HTML_IMG 0.416
+score TO_EQ_FM_DOM_HTML_ONLY 0.406
+score TO_EQ_FM_DOM_SPF_FAIL 0.432
+score TO_EQ_FM_HTML_ONLY 0.462
+score TO_EQ_FM_SPF_FAIL 1.134
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 1.468
+score TO_NAME_SUBJ_NO_RDNS 1.475
score TO_NO_BRKTS_DYNIP 3.499
-score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_FROM_MSSP 2.500
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 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.871
-score TVD_IP_HEX 1.014
-score TVD_IP_OCT 0.464
-score TVD_IP_SING_HEX 1.059
+score TO_NO_BRKTS_NORDNS_HTML 1.834
+score TVD_IP_HEX 2.338
+score TVD_IP_OCT 2.899
+score TVD_IP_SING_HEX 1.029
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
score UNICODE_OBFU_ASC 2.499
-score UNICODE_OBFU_DOM_NO_BODY 3.750
-score UPGRADE_MAILBOX 1.104
+score UNICODE_OBFU_DOM_NO_BODY 3.749
+score UPGRADE_MAILBOX 1.031
score URI_GOOGLE_PROXY 2.299
-score URI_HEX_IP 2.030
-score URI_ONLY_MSGID_MALF 0.001
-score URI_PHISH 3.495
+score URI_HEX_IP 0.272
+score URI_ONLY_MSGID_MALF 0.784
+score URI_PHISH 3.566
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 0.712
-score URI_WP_HACKED 3.500
-score URI_WP_HACKED_2 2.500
-score US_DOLLARS_3 1.289
-score XPRIO_SHORT_SUBJ 1.825
-score XPRIO_URL_SHORTNER 0.520
+score URI_TRY_3LD 0.711
+score URI_WP_HACKED 3.499
+score URI_WP_HACKED_2 2.499
+score US_DOLLARS_3 1.360
+score XPRIO_SHORT_SUBJ 1.830
+score XPRIO_URL_SHORTNER 0.265
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -261,7 +263,6 @@ score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.0
score GOOG_MALWARE_DNLD 1.000
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
-score HK_LOTTO 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HTML_ENTITY_ASCII 1.000
score HTML_ENTITY_ASCII_TINY 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1870134&r1=1870133&r2=1870134&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Nov 22 05:59:17 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 667184 39.308% (99.502% of non-spam corpus)
-# Correctly spam: 841330 49.568% (81.936% of spam corpus)
-# False positives: 3337 0.197% (0.498% of nonspam, 145633 weighted)
-# False negatives: 185485 10.928% (18.064% of spam, 407873 weighted)
-# Average score for spam: 10.2 nonspam: 0.6
+# Correctly non-spam: 667253 39.313% (99.513% of non-spam corpus)
+# Correctly spam: 841088 49.555% (81.916% of spam corpus)
+# False positives: 3268 0.193% (0.487% of nonspam, 143129 weighted)
+# False negatives: 185679 10.940% (18.084% of spam, 407982 weighted)
+# Average score for spam: 10.3 nonspam: 0.6
# Average for false-pos: 5.7 false-neg: 2.2
-# TOTAL: 1697336 100.00%
+# TOTAL: 1697288 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 83253 99.48%
-# Correctly spam: 105193 82.08%
-# False positives: 437 0.52%
-# False negatives: 22961 17.92%
-# TCR(l=50): 2.859878 SpamRecall: 82.083% SpamPrec: 99.586%
+# Correctly non-spam: 83262 99.49%
+# Correctly spam: 105184 82.08%
+# False positives: 428 0.51%
+# False negatives: 22960 17.92%
+# TCR(l=50): 2.888729 SpamRecall: 82.083% SpamPrec: 99.595%
##### 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: 654629 97.63%
-# Correctly spam: 421631 41.06%
+# Correctly spam: 421765 41.08%
# False positives: 15892 2.37%
-# False negatives: 605184 58.94%
-# TCR(l=50): 0.733552 SpamRecall: 41.062% SpamPrec: 96.368%
+# False negatives: 605002 58.92%
+# TCR(l=50): 0.733614 SpamRecall: 41.077% SpamPrec: 96.369%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 81679 97.60%
-# Correctly spam: 52720 41.14%
+# Correctly spam: 52706 41.13%
# False positives: 2011 2.40%
-# False negatives: 75434 58.86%
-# TCR(l=50): 0.728214 SpamRecall: 41.138% SpamPrec: 96.326%
+# False negatives: 75438 58.87%
+# TCR(l=50): 0.728141 SpamRecall: 41.130% SpamPrec: 96.325%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1870134&r1=1870133&r2=1870134&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Nov 22 05:59:17 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 650044 41.597% (99.852% of non-spam corpus)
-# Correctly spam: 841259 53.833% (92.274% of spam corpus)
-# False positives: 965 0.062% (0.148% of nonspam, 82102 weighted)
-# False negatives: 70442 4.508% (7.726% of spam, 123258 weighted)
-# Average score for spam: 16.4 nonspam: -2.3
-# Average for false-pos: 6.1 false-neg: 1.7
-# TOTAL: 1562710 100.00%
+# Correctly non-spam: 650026 41.597% (99.849% of non-spam corpus)
+# Correctly spam: 841289 53.837% (92.280% of spam corpus)
+# False positives: 983 0.063% (0.151% of nonspam, 83307 weighted)
+# False negatives: 70376 4.504% (7.720% of spam, 123420 weighted)
+# Average score for spam: 16.3 nonspam: -2.3
+# Average for false-pos: 6.1 false-neg: 1.8
+# TOTAL: 1562674 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 81035 99.78%
-# Correctly spam: 105009 92.29%
-# False positives: 180 0.22%
-# False negatives: 8776 7.71%
-# TCR(l=50): 6.401046 SpamRecall: 92.287% SpamPrec: 99.829%
+# Correctly non-spam: 81098 99.86%
+# Correctly spam: 104949 92.24%
+# False positives: 117 0.14%
+# False negatives: 8834 7.76%
+# TCR(l=50): 7.748774 SpamRecall: 92.236% SpamPrec: 99.889%
##### 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: 648934 99.68%
-# Correctly spam: 600155 65.83%
+# Correctly spam: 599950 65.81%
# False positives: 2075 0.32%
-# False negatives: 311546 34.17%
-# TCR(l=50): 2.195304 SpamRecall: 65.828% SpamPrec: 99.655%
+# False negatives: 311715 34.19%
+# TCR(l=50): 2.194324 SpamRecall: 65.808% SpamPrec: 99.655%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 80958 99.68%
-# Correctly spam: 74679 65.63%
+# Correctly spam: 74681 65.63%
# False positives: 257 0.32%
-# False negatives: 39106 34.37%
-# TCR(l=50): 2.190026 SpamRecall: 65.632% SpamPrec: 99.657%
+# False negatives: 39102 34.37%
+# TCR(l=50): 2.190156 SpamRecall: 65.635% SpamPrec: 99.657%