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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/01/24 05:31:04 UTC
svn commit: r1873087 [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=1873087&r1=1873086&r2=1873087&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Jan 24 05:31:04 2020
@@ -4,206 +4,207 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
-score AC_HTML_NONSENSE_TAGS 2.000
-score ADMITS_SPAM 0.685
+score AC_HTML_NONSENSE_TAGS 1.999
+score ADMITS_SPAM 0.725
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.525
-score ADVANCE_FEE_3_NEW_MONEY 0.306
-score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.935
+score ADVANCE_FEE_3_NEW 2.787
+score ADVANCE_FEE_3_NEW_MONEY 0.307
+score ADVANCE_FEE_4_NEW 2.146
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.561
score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.901
score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 0.050
-score AMAZON_IMG_NOT_RCVD_AMZN 2.299
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 3.017
-score BITCOIN_MALWARE 0.001
+score ALIBABA_IMG_NOT_RCVD_ALI 0.001
+score AMAZON_IMG_NOT_RCVD_AMZN 2.291
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score BITCOIN_DEADLINE 0.499
+score BITCOIN_EXTORT_01 3.457
+score BITCOIN_MALWARE 0.306
score BITCOIN_SPAM_02 0.001
-score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_03 0.175
score BITCOIN_SPAM_05 2.499
-score BITCOIN_SPAM_07 2.604
+score BITCOIN_SPAM_07 2.873
score BITCOIN_SPAM_08 0.001
-score BITCOIN_SPAM_09 1.499
+score BITCOIN_SPAM_09 1.303
score BODY_EMPTY 0.001
score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 2.457
+score BODY_SINGLE_WORD 2.499
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 1.945
-score CANT_SEE_AD 1.318
+score BOGUS_MSM_HDRS 2.999
+score CANT_SEE_AD 1.310
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.250
+score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_96_Q 2.259
+score DATE_IN_FUTURE_96_Q 1.843
score DEAR_BENEFICIARY 0.001
-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 1.391
-score FILL_THIS_FORM 0.001 # force non-zero
-score FORGED_RELAY_MUA_TO_MX 3.232
+score DX_TEXT_03 2.899
+score EBAY_IMG_NOT_RCVD_EBAY 0.001
+score END_FUTURE_EMAILS 1.398
+score FILL_THIS_FORM 0.001
+score FORGED_RELAY_MUA_TO_MX 3.229
score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 0.709
-score FORM_FRAUD_5 0.001
+score FORM_FRAUD 0.812
+score FORM_FRAUD_3 0.001
+score FORM_FRAUD_5 0.021
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 0.619
-score FROM_ADDR_WS 0.662
+score FROM_2_EMAILS_SHORT 0.622
+score FROM_ADDR_WS 0.001
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 1.000
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.695
+score FROM_MISSP_DYNIP 3.917
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.508
+score FROM_MISSP_FREEMAIL 1.509
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 1.787
-score FROM_MISSP_TO_UNDISC 2.699
+score FROM_MISSP_SPF_FAIL 1.926
+score FROM_MISSP_TO_UNDISC 2.247
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_LINKBAIT 0.659
-score FROM_NTLD_REPLY_FREEMAIL 0.232
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_NTLD_LINKBAIT 1.556
+score FROM_NTLD_REPLY_FREEMAIL 0.279
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.463
-score FROM_SUSPICIOUS_NTLD_FP 1.650
+score FROM_SUSPICIOUS_NTLD 0.303
+score FROM_SUSPICIOUS_NTLD_FP 1.718
score FROM_WSP_LEAD 0.001
-score FSL_BULK_SIG 0.943
+score FSL_BULK_SIG 0.940
score FSL_CTYPE_WIN1251 0.001
score FSL_HELO_FAKE 1.799
-score FSL_NEW_HELO_USER 1.337
+score FSL_NEW_HELO_USER 1.315
score FSL_THIS_IS_ADV 3.199
-score FUZZY_BITCOIN 4.079
+score FUZZY_BITCOIN 4.399
score FUZZY_BTC_WALLET 0.001
-score FUZZY_CLICK_HERE 3.000
-score FUZZY_SECURITY 3.724
+score FUZZY_CLICK_HERE 2.899
+score FUZZY_SECURITY 3.721
score FUZZY_WALLET 0.001
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.483
-score GB_FREEMAIL_DISPTO 0.049
+score GB_BITCOIN_NH 1.043
+score GB_FREEMAIL_DISPTO 0.044
score GB_GOOGLE_OBFUS 0.749
score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.099
-score HDR_ORDER_FTSDMCXX_DIRECT 2.000
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001
-score HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_GOLDDUST 2.649
-score HK_LOTTO 1.000
+score HELO_NO_DOMAIN 0.001
+score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.178
-score HOSTED_IMG_MULTI 2.573
-score HTML_OFF_PAGE 2.049
-score HTML_SINGLET_MANY 1.847
-score HTML_TAG_BALANCE_CENTER 2.330
-score HTML_TEXT_INVISIBLE_STYLE 1.519
+score HOSTED_IMG_DIRECT_MX 1.699
+score HOSTED_IMG_MULTI 1.609
+score HTML_OFF_PAGE 1.077
+score HTML_SINGLET_MANY 2.105
+score HTML_TAG_BALANCE_CENTER 2.371
+score HTML_TEXT_INVISIBLE_STYLE 1.442
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 1.399
-score KHOP_FAKE_EBAY 0.474
+score KHOP_FAKE_EBAY 0.068
score KHOP_HELO_FCRDNS 0.276
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.544
-score LONG_HEX_URI 2.482
-score LONG_IMG_URI 1.368
+score LIST_PRTL_SAME_USER 0.013
+score LONG_HEX_URI 2.315
+score LONG_IMG_URI 1.367
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.165
-score MALF_HTML_B64 2.926
-score MALWARE_NORDNS 0.001
-score MAY_BE_FORGED 1.496
+score MALFORMED_FREEMAIL 1.346
+score MALF_HTML_B64 2.909
+score MALWARE_NORDNS 0.173
+score MAY_BE_FORGED 1.497
score MILLION_HUNDRED 2.599
-score MIMEOLE_DIRECT_TO_MX 2.000
+score MIMEOLE_DIRECT_TO_MX 1.999
score MONEY_ATM_CARD 2.699
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.396
+score MONEY_FORM 0.101
+score MONEY_FORM_SHORT 1.367
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 2.999
score MONEY_FROM_41 1.999
score NORDNS_LOW_CONTRAST 2.081
-score NO_FM_NAME_IP_HOSTN 0.853
-score NSL_RCVD_FROM_USER 0.770
-score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 1.489
+score NO_FM_NAME_IP_HOSTN 0.896
+score NSL_RCVD_FROM_USER 0.795
+score NSL_RCVD_HELO_USER 0.001 # force non-zero
+score OBFU_BITCOIN 1.247
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.999
-score PDS_BTC_NTLD 1.376
+score PDS_BTC_NTLD 0.001
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 2.199
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.922
+score PDS_OTHER_BAD_TLD 1.975
score PDS_PHPEXP_BOT 1.499
-score PDS_PHPE_URISHORTENER 2.000
+score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.499
-score PDS_SHORTFWD_URISHRT 1.499
+score PDS_SHORTFWD_URISHRT 1.500
score PDS_SHORT_BOGUS_MSM_HDRS 0.001
-score PDS_TINYSUBJ_URISHRT 1.499
+score PDS_TINYSUBJ_URISHRT 1.500
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.634
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.454
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 0.001
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PP_MIME_FAKE_ASCII_TEXT 1.000
score RATWARE_NO_RDNS 2.999
-score RCVD_IN_MSPIKE_H2 -0.001
-score SCRIPT_GIBBERISH 2.881
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score SCRIPT_GIBBERISH 2.978
score SERGIO_SUBJECT_PORN014 2.999
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 0.001
+score SHORTENER_SHORT_IMG 0.604
+score SHORT_IMG_SUSP_NTLD 0.001 # force non-zero
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.294
+score SINGLETS_LOW_CONTRAST 0.035
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.671
-score SPOOFED_FREEM_REPTO 0.830
+score SPOOFED_FREEMAIL_NO_RDNS 0.678
+score SPOOFED_FREEM_REPTO 0.837
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
-score STOX_BOUND_090909_B 1.941
-score SUBJ_OBFU_PUNCT_FEW 0.325
-score SUBJ_OBFU_PUNCT_MANY 1.407
+score STOX_BOUND_090909_B 1.442
+score SUBJ_OBFU_PUNCT_FEW 0.109
+score SUBJ_OBFU_PUNCT_MANY 1.623
score THIS_AD 1.699
-score THIS_IS_ADV_SUSP_NTLD 1.032
+score THIS_IS_ADV_SUSP_NTLD 1.499
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
score TO_EQ_FM_DIRECT_MX 2.499
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.677
-score TO_EQ_FM_DOM_SPF_FAIL 0.673
-score TO_EQ_FM_HTML_ONLY 0.067
-score TO_EQ_FM_SPF_FAIL 1.261
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.896
+score TO_EQ_FM_DOM_HTML_ONLY 0.421
+score TO_EQ_FM_DOM_SPF_FAIL 0.836
+score TO_EQ_FM_HTML_ONLY 0.856
+score TO_EQ_FM_SPF_FAIL 1.101
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.898
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.837
+score TO_NO_BRKTS_HTML_IMG 0.838
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 0.126
-score TVD_SPACE_ENCODED 0.001 # force non-zero
-score TVD_SPACE_RATIO_MINFP 1.997
+score TO_NO_BRKTS_NORDNS_HTML 0.127
+score TVD_SPACE_ENCODED 0.001
+score TVD_SPACE_RATIO_MINFP 2.007
score UNICODE_OBFU_ASC 2.499
-score UPGRADE_MAILBOX 1.431
+score UPGRADE_MAILBOX 1.443
score URI_BUFFLY 1.999
-score URI_GOOGLE_PROXY 2.499
-score URI_ONLY_MSGID_MALF 1.695
-score URI_PHISH 3.251
-score URI_PHP_REDIR 3.500
+score URI_GOOGLE_PROXY 2.399
+score URI_ONLY_MSGID_MALF 1.912
+score URI_PHISH 3.252
+score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 1.770
-score XPRIO_URL_SHORTNER 1.000
-score YOU_INHERIT 2.024
+score XPRIO_SHORT_SUBJ 1.310
+score XPRIO_URL_SHORTNER 0.999
+score YOU_INHERIT 1.122
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -235,7 +236,6 @@ score COMPENSATION 1.0
score DAY_I_EARNED 1.000
score DKIMWL_BLOCKED 0.001
score DKIMWL_WL_MEDHI -1.000
-score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENCRYPTED_MESSAGE -1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
@@ -263,7 +263,6 @@ score GOOG_MALWARE_DNLD 1.0
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
score HK_RCVD_IP_MULTICAST 1.000
-score HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_FREEM 1.000
score HTML_ENTITY_ASCII 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1873087&r1=1873086&r2=1873087&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Jan 24 05:31:04 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 711881 52.753% (99.595% of non-spam corpus)
-# Correctly spam: 465855 34.522% (73.400% of spam corpus)
-# False positives: 2897 0.215% (0.405% of nonspam, 75869 weighted)
-# False negatives: 168828 12.511% (26.600% of spam, 421043 weighted)
-# Average score for spam: 10.3 nonspam: 0.6
-# Average for false-pos: 5.9 false-neg: 2.5
-# TOTAL: 1349461 100.00%
+# Correctly non-spam: 712208 52.999% (99.592% of non-spam corpus)
+# Correctly spam: 460800 34.291% (73.297% of spam corpus)
+# False positives: 2918 0.217% (0.408% of nonspam, 76414 weighted)
+# False negatives: 167876 12.493% (26.703% of spam, 408309 weighted)
+# Average score for spam: 10.0 nonspam: 0.6
+# Average for false-pos: 6.0 false-neg: 2.4
+# TOTAL: 1343802 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88810 99.59%
-# Correctly spam: 58473 73.81%
-# False positives: 369 0.41%
-# False negatives: 20750 26.19%
-# TCR(l=50): 2.020995 SpamRecall: 73.808% SpamPrec: 99.373%
+# Correctly non-spam: 88873 99.61%
+# Correctly spam: 57605 73.41%
+# False positives: 352 0.39%
+# False negatives: 20865 26.59%
+# TCR(l=50): 2.040036 SpamRecall: 73.410% SpamPrec: 99.393%
##### 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: 699620 97.88%
-# Correctly spam: 224534 35.38%
-# False positives: 15158 2.12%
-# False negatives: 410149 64.62%
-# TCR(l=50): 0.543370 SpamRecall: 35.377% SpamPrec: 93.676%
+# Correctly non-spam: 700084 97.90%
+# Correctly spam: 216070 34.37%
+# False positives: 15042 2.10%
+# False negatives: 412606 65.63%
+# TCR(l=50): 0.539772 SpamRecall: 34.369% SpamPrec: 93.491%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 87317 97.91%
-# Correctly spam: 28103 35.47%
-# False positives: 1862 2.09%
-# False negatives: 51120 64.53%
-# TCR(l=50): 0.549320 SpamRecall: 35.473% SpamPrec: 93.786%
+# Correctly non-spam: 87315 97.86%
+# Correctly spam: 27107 34.54%
+# False positives: 1910 2.14%
+# False negatives: 51363 65.46%
+# TCR(l=50): 0.534307 SpamRecall: 34.544% SpamPrec: 93.418%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1873087&r1=1873086&r2=1873087&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Jan 24 05:31:04 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 714849 53.693% (99.708% of non-spam corpus)
-# Correctly spam: 537857 40.399% (87.540% of spam corpus)
-# False positives: 2095 0.157% (0.292% of nonspam, 113533 weighted)
-# False negatives: 76556 5.750% (12.460% of spam, 119970 weighted)
-# Average score for spam: 17.0 nonspam: -2.5
+# Correctly non-spam: 714834 53.695% (99.707% of non-spam corpus)
+# Correctly spam: 538156 40.424% (87.597% of spam corpus)
+# False positives: 2104 0.158% (0.293% of nonspam, 114132 weighted)
+# False negatives: 76195 5.723% (12.403% of spam, 118456 weighted)
+# Average score for spam: 17.3 nonspam: -2.5
# Average for false-pos: 6.3 false-neg: 1.6
-# TOTAL: 1331357 100.00%
+# TOTAL: 1331289 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 88896 99.39%
-# Correctly spam: 67158 87.49%
-# False positives: 548 0.61%
-# False negatives: 9606 12.51%
-# TCR(l=50): 2.074366 SpamRecall: 87.486% SpamPrec: 99.191%
+# Correctly non-spam: 88945 99.44%
+# Correctly spam: 67386 87.79%
+# False positives: 499 0.56%
+# False negatives: 9371 12.21%
+# TCR(l=50): 2.236444 SpamRecall: 87.791% SpamPrec: 99.265%
##### 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: 714871 99.71%
-# Correctly spam: 350241 57.00%
-# False positives: 2073 0.29%
-# False negatives: 264172 43.00%
-# TCR(l=50): 1.670409 SpamRecall: 57.004% SpamPrec: 99.412%
+# Correctly non-spam: 714878 99.71%
+# Correctly spam: 350004 56.97%
+# False positives: 2060 0.29%
+# False negatives: 264347 43.03%
+# TCR(l=50): 1.672400 SpamRecall: 56.971% SpamPrec: 99.415%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 89172 99.70%
-# Correctly spam: 43462 56.62%
-# False positives: 272 0.30%
-# False negatives: 33302 43.38%
-# TCR(l=50): 1.636689 SpamRecall: 56.618% SpamPrec: 99.378%
+# Correctly non-spam: 89184 99.71%
+# Correctly spam: 43830 57.10%
+# False positives: 260 0.29%
+# False negatives: 32927 42.90%
+# TCR(l=50): 1.671283 SpamRecall: 57.102% SpamPrec: 99.410%