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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/09/28 04:58:53 UTC
svn commit: r1867652 [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=1867652&r1=1867651&r2=1867652&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Sep 28 04:58:53 2019
@@ -3,69 +3,69 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.118
+score AC_FROM_MANY_DOTS 2.144
score AC_HTML_NONSENSE_TAGS 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.466
-score ADVANCE_FEE_3_NEW_FORM 2.461
+score ADVANCE_FEE_3_NEW 3.470
+score ADVANCE_FEE_3_NEW_FORM 2.465
score ADVANCE_FEE_3_NEW_MONEY 2.699
-score ADVANCE_FEE_4_NEW 2.599
+score ADVANCE_FEE_4_NEW 2.277
score ADVANCE_FEE_4_NEW_MONEY 1.251
-score ADVANCE_FEE_5_NEW_FRM_MNY 1.228
-score ADVANCE_FEE_5_NEW_MONEY 1.799
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.226
+score ADVANCE_FEE_5_NEW_MONEY 2.469
score AD_PREFS 0.500
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2 3.799
-score BITCOIN_EXTORT_01 2.105
-score BITCOIN_PAY_ME 2.218
-score BITCOIN_SPAM_01 1.767
+score AXB_XMAILER_MIMEOLE_OL_024C2 3.714
+score BITCOIN_EXTORT_01 2.102
+score BITCOIN_PAY_ME 2.483
+score BITCOIN_SPAM_01 1.768
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_05 1.934
-score BITCOIN_SPAM_06 1.464
+score BITCOIN_SPAM_05 1.665
+score BITCOIN_SPAM_06 0.270
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_08 2.499
+score BITCOIN_SPAM_08 1.999
score BITCOIN_SPAM_09 1.499
score BODY_EMPTY 0.001 # force non-zero
-score BODY_URI_ONLY 0.999
+score BODY_URI_ONLY 1.000
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.986
+score BOGUS_MSM_HDRS 2.982
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.250
score DATE_IN_FUTURE_96_Q 2.699
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 DRUGS_ERECTILE_SHORT_SHORTNER 0.001
-score DX_TEXT_03 0.900
-score EBAY_IMG_NOT_RCVD_EBAY 2.731
-score FAKE_REPLY_A1 3.000
-score FILL_THIS_FORM 0.802
-score FORGED_RELAY_MUA_TO_MX 3.970
-score FORGED_SPF_HELO 1.299
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.206
+score DX_TEXT_03 0.899
+score EBAY_IMG_NOT_RCVD_EBAY 2.669
+score FAKE_REPLY_A1 3.399
+score FILL_THIS_FORM 0.801
+score FORGED_RELAY_MUA_TO_MX 3.999
+score FORGED_SPF_HELO 1.300
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 2.316
+score FORM_FRAUD_5 2.726
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.123
-score FREEM_FRNUM_UNICD_EMPTY 2.254
+score FREEMAIL_FORGED_FROMDOMAIN 0.172
+score FREEM_FRNUM_UNICD_EMPTY 2.839
score FROMSPACE 0.001
score FROM_2_EMAILS_SHORT 0.001
score FROM_ADDR_WS 0.001
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.001
-score FROM_MISSPACED 1.459
-score FROM_MISSP_DYNIP 1.063
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.001 # force non-zero
+score FROM_GOV_SPOOF 0.001 # force non-zero
+score FROM_MISSPACED 1.999
+score FROM_MISSP_DYNIP 1.087
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 0.001
-score FROM_MISSP_MSFT 2.192
-score FROM_MISSP_REPLYTO 1.911
-score FROM_MISSP_SPF_FAIL 1.981
-score FROM_MISSP_TO_UNDISC 0.529
-score FROM_MISSP_USER 2.289
+score FROM_MISSP_FREEMAIL 0.567
+score FROM_MISSP_MSFT 1.167
+score FROM_MISSP_REPLYTO 2.473
+score FROM_MISSP_SPF_FAIL 0.714
+score FROM_MISSP_TO_UNDISC 2.237
+score FROM_MISSP_USER 1.533
score FROM_MISSP_XPRIO 2.499
score FROM_NAME_EQ_TO_G_DRIVE 0.001
score FROM_NEWDOM_BTC 1.999
@@ -73,136 +73,136 @@ score FROM_NTLD_REPLY_FREEMAIL 1.9
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WORDY 2.383
-score FSL_BULK_SIG 0.001
+score FROM_WORDY 2.354
+score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 3.399
score FSL_NEW_HELO_USER 1.999
-score FUZZY_CLICK_HERE 2.500
-score GB_BITCOIN_CP 3.000
-score GB_BITCOIN_NH 2.999
-score GB_FREEMAIL_DISPTO 0.499
+score FUZZY_CLICK_HERE 2.499
+score GB_BITCOIN_CP 2.999
+score GB_BITCOIN_NH 3.000
+score GB_FREEMAIL_DISPTO 0.500
score GB_GOOGLE_OBFU 0.749
score GB_LINKED_IMG_NOT_RCVD_LINK 2.499
-score GB_MONERO_CP 0.623
+score GB_MONERO_CP 1.999
score GOOG_REDIR_HTML_ONLY 1.999
-score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 3.500
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.100
+score HDR_ORDER_FTSDMCXX_DIRECT 2.000
+score HDR_ORDER_FTSDMCXX_NORDNS 3.499
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001
-score HELO_NO_DOMAIN 0.001
-score HEXHASH_WORD 2.495
-score HK_LOTTO 0.999
+score HELO_NO_DOMAIN 0.001 # force non-zero
+score HEXHASH_WORD 2.493
+score HK_LOTTO 1.000
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.983
-score HK_RCVD_IP_MULTICAST 0.682
-score HK_SCAM 2.000
-score HOSTED_IMG_DIRECT_MX 0.964
-score HOSTED_IMG_FREEM 0.955
-score HOSTED_IMG_MULTI 2.190
+score HK_RANDOM_REPLYTO 0.755
+score HK_RCVD_IP_MULTICAST 0.994
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 1.701
+score HOSTED_IMG_FREEM 1.164
+score HOSTED_IMG_MULTI 2.852
score HTML_ENTITY_ASCII 2.949
-score HTML_OFF_PAGE 2.101
-score HTML_SINGLET_MANY 1.947
-score HTML_TEXT_INVISIBLE_STYLE 2.038
-score IMG_ONLY_FM_DOM_INFO 2.500
+score HTML_OFF_PAGE 2.104
+score HTML_SINGLET_MANY 1.748
+score HTML_TEXT_INVISIBLE_STYLE 1.833
+score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.195
-score KHOP_HELO_FCRDNS 0.399
+score KHOP_FAKE_EBAY 0.257
+score KHOP_HELO_FCRDNS 0.400
score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 1.700
-score LONG_IMG_URI 1.849
+score LONG_HEX_URI 1.699
+score LONG_IMG_URI 1.844
score LOTS_OF_MONEY 0.010
-score MAILER_EQ_ORG 2.326
-score MALF_HTML_B64 2.871
-score MALWARE_NORDNS 3.499
-score MALWARE_PASSWORD 2.124
-score MILLION_HUNDRED 2.069
-score MIMEOLE_DIRECT_TO_MX 1.999
-score MONERO_EXTORT_01 4.448
-score MONEY_ATM_CARD 2.699
+score MAILER_EQ_ORG 0.064
+score MALF_HTML_B64 1.048
+score MALWARE_NORDNS 3.500
+score MALWARE_PASSWORD 0.519
+score MILLION_HUNDRED 1.352
+score MIMEOLE_DIRECT_TO_MX 2.000
+score MONERO_EXTORT_01 3.407
+score MONEY_ATM_CARD 2.297
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 2.499
+score MONEY_FORM_SHORT 2.500
score MONEY_FRAUD_3 2.799
-score MONEY_FRAUD_5 2.101
-score MONEY_FRAUD_8 2.696
+score MONEY_FRAUD_5 2.899
+score MONEY_FRAUD_8 2.778
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 1.649
-score MSM_PRIO_REPTO 1.283
-score NORDNS_LOW_CONTRAST 1.674
+score MONEY_FROM_MISSP 1.263
+score MSM_PRIO_REPTO 1.033
+score NEWEGG_IMG_NOT_RCVD_NEGG 0.900
+score NORDNS_LOW_CONTRAST 1.879
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 1.853
-score NSL_RCVD_HELO_USER 0.613
-score NUMBERONLY_BITCOIN_EXP 0.568
+score NSL_RCVD_FROM_USER 2.637
+score NSL_RCVD_HELO_USER 1.139
+score NUMBERONLY_BITCOIN_EXP 0.558
score OBFU_BITCOIN 2.999
score OFFER_ONLY_AMERICA 1.999
score PDS_BTC_NTLD 1.999
-score PDS_DBL_URL_ILLEGAL_CHARS 0.347
+score PDS_DBL_URL_ILLEGAL_CHARS 0.955
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FROM_2_EMAILS 1.999
+score PDS_FROM_2_EMAILS 2.000
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHPE_URISHORTENER 0.334
+score PDS_PHPE_URISHORTENER 0.275
score PDS_PHP_EVAL 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_SHORT 1.999
-score PDS_TO_EQ_FROM_NAME 0.725
+score PDS_TO_EQ_FROM_NAME 0.726
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 2.999
+score RATWARE_NO_RDNS 2.988
score RCVD_IN_MSPIKE_H2 -0.001
score SEO_SUSP_NTLD 1.199
-score SERGIO_SUBJECT_PORN014 3.499
-score SERGIO_SUBJECT_VIAGRA01 2.774
+score SERGIO_SUBJECT_PORN014 3.239
+score SERGIO_SUBJECT_VIAGRA01 2.766
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORT_BODY_G_DRIVE_DYN 0.764
+score SHORT_BODY_G_DRIVE_DYN 0.797
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 0.001
-score SPOOFED_FREEM_REPTO 1.999
-score SPOOFED_FREEM_REPTO_CHN 1.449
-score STATIC_XPRIO_OLE 0.001
-score STOCK_LOW_CONTRAST 2.043
+score SPOOFED_FREEM_REPTO 1.998
+score SPOOFED_FREEM_REPTO_CHN 0.835
+score STATIC_XPRIO_OLE 1.238
+score STOCK_LOW_CONTRAST 1.842
score SUBJ_OBFU_PUNCT_FEW 0.750
-score SUBJ_OBFU_PUNCT_MANY 0.870
-score TAB_IN_FROM 0.170
+score SUBJ_OBFU_PUNCT_MANY 0.849
+score TAB_IN_FROM 0.095
score THIS_AD 1.799
score THIS_IS_ADV_SUSP_NTLD 1.499
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.169
+score TO_EQ_FM_DIRECT_MX 2.283
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.488
+score TO_EQ_FM_DOM_HTML_ONLY 0.439
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.800
-score TO_EQ_FM_SPF_FAIL 0.965
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 0.001 # force non-zero
+score TO_EQ_FM_HTML_ONLY 0.849
+score TO_EQ_FM_SPF_FAIL 1.276
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 0.001
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.994
+score TO_NO_BRKTS_HTML_IMG 1.996
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TVD_SPACE_ENCODED 2.397
+score TVD_SPACE_ENCODED 2.399
score TVD_SPACE_RATIO_MINFP 2.499
-score TVD_SUBJ_FINGER_07 1.475
-score UNICODE_OBFU_ASC 2.500
-score UNICODE_OBFU_DOM_NO_BODY 3.749
-score UNICODE_OBFU_ZW 0.991
-score UPGRADE_MAILBOX 1.799
+score TVD_SUBJ_FINGER_07 2.361
+score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_DOM_NO_BODY 3.750
+score UNICODE_OBFU_ZW 3.436
+score UPGRADE_MAILBOX 1.642
score URI_GOOGLE_PROXY 1.999
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.795
-score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.782
+score URI_PHISH 2.955
+score URI_PHP_REDIR 3.500
+score URI_TRY_3LD 1.781
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.999
-score ZW_OBFU_BITCOIN 0.356
+score XPRIO_URL_SHORTNER 1.000
+score ZW_OBFU_BITCOIN 0.552
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -264,7 +264,6 @@ score LIST_PRTL_PUMPDUMP 1.0
score LUCRATIVE 1.000
score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
-score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score PDS_BTC_HACKER 1.000
score PDS_HELO_SPF_FAIL 1.000
score PHOTO_EDITING_DIRECT 1.000
@@ -283,6 +282,7 @@ score SPOOFED_FREEM_REPTO_RUS 1.0
score STOCK_TIP 1.000
score SUSPNTLD_EXPIRATION_EXTORT 1.000
score SYSADMIN 1.000
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.000
score TO_NO_BRKTS_PCNT 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1867652&r1=1867651&r2=1867652&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Sep 28 04:58:53 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 535036 45.892% (99.644% of non-spam corpus)
-# Correctly spam: 489631 41.997% (77.853% of spam corpus)
-# False positives: 1912 0.164% (0.356% of nonspam, 65346 weighted)
-# False negatives: 139288 11.947% (22.147% of spam, 332796 weighted)
-# Average score for spam: 11.1 nonspam: 0.6
+# Correctly non-spam: 525230 45.819% (99.630% of non-spam corpus)
+# Correctly spam: 482083 42.055% (77.864% of spam corpus)
+# False positives: 1953 0.170% (0.370% of nonspam, 66898 weighted)
+# False negatives: 137052 11.956% (22.136% of spam, 326801 weighted)
+# Average score for spam: 12.3 nonspam: 0.6
# Average for false-pos: 5.8 false-neg: 2.4
-# TOTAL: 1165867 100.00%
+# TOTAL: 1146318 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 66794 99.58%
-# Correctly spam: 60929 77.62%
-# False positives: 283 0.42%
-# False negatives: 17564 22.38%
-# TCR(l=50): 2.475027 SpamRecall: 77.623% SpamPrec: 99.538%
+# Correctly non-spam: 65575 99.62%
+# Correctly spam: 60267 77.95%
+# False positives: 252 0.38%
+# False negatives: 17051 22.05%
+# TCR(l=50): 2.607602 SpamRecall: 77.947% SpamPrec: 99.584%
##### 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: 524020 97.59%
-# Correctly spam: 286907 45.62%
-# False positives: 12928 2.41%
-# False negatives: 342012 54.38%
-# TCR(l=50): 0.636292 SpamRecall: 45.619% SpamPrec: 95.688%
+# Correctly non-spam: 514859 97.66%
+# Correctly spam: 285228 46.07%
+# False positives: 12324 2.34%
+# False negatives: 333907 53.93%
+# TCR(l=50): 0.651648 SpamRecall: 46.069% SpamPrec: 95.858%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 65479 97.62%
-# Correctly spam: 35748 45.54%
-# False positives: 1598 2.38%
-# False negatives: 42745 54.46%
-# TCR(l=50): 0.640002 SpamRecall: 45.543% SpamPrec: 95.721%
+# Correctly non-spam: 64366 97.78%
+# Correctly spam: 35621 46.07%
+# False positives: 1461 2.22%
+# False negatives: 41697 53.93%
+# TCR(l=50): 0.673813 SpamRecall: 46.071% SpamPrec: 96.060%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1867652&r1=1867651&r2=1867652&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Sep 28 04:58:53 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 440605 40.156% (99.880% of non-spam corpus)
-# Correctly spam: 606996 55.320% (92.516% of spam corpus)
-# False positives: 531 0.048% (0.120% of nonspam, 52706 weighted)
-# False negatives: 49105 4.475% (7.484% of spam, 102258 weighted)
-# Average score for spam: 15.4 nonspam: -1.6
+# Correctly non-spam: 440605 40.158% (99.880% of non-spam corpus)
+# Correctly spam: 606861 55.311% (92.502% of spam corpus)
+# False positives: 531 0.048% (0.120% of nonspam, 52732 weighted)
+# False negatives: 49190 4.483% (7.498% of spam, 102049 weighted)
+# Average score for spam: 15.5 nonspam: -1.6
# Average for false-pos: 6.7 false-neg: 2.1
-# TOTAL: 1097237 100.00%
+# TOTAL: 1097187 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 54924 99.86%
-# Correctly spam: 75590 92.38%
-# False positives: 76 0.14%
-# False negatives: 6232 7.62%
-# TCR(l=50): 8.156100 SpamRecall: 92.383% SpamPrec: 99.900%
+# Correctly non-spam: 54912 99.84%
+# Correctly spam: 75658 92.48%
+# False positives: 88 0.16%
+# False negatives: 6153 7.52%
+# TCR(l=50): 7.752393 SpamRecall: 92.479% SpamPrec: 99.884%
##### 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: 439276 99.58%
-# Correctly spam: 493170 75.17%
+# Correctly spam: 492903 75.13%
# False positives: 1860 0.42%
-# False negatives: 162931 24.83%
-# TCR(l=50): 2.563585 SpamRecall: 75.167% SpamPrec: 99.624%
+# False negatives: 163148 24.87%
+# TCR(l=50): 2.561219 SpamRecall: 75.132% SpamPrec: 99.624%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 54758 99.56%
-# Correctly spam: 61394 75.03%
+# Correctly spam: 61466 75.13%
# False positives: 242 0.44%
-# False negatives: 20428 24.97%
-# TCR(l=50): 2.515433 SpamRecall: 75.034% SpamPrec: 99.607%
+# False negatives: 20345 24.87%
+# TCR(l=50): 2.521529 SpamRecall: 75.132% SpamPrec: 99.608%