Mailing List Archive

svn commit: r1871952 [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=1871952&r1=1871951&r2=1871952&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Dec 25 04:48:18 2019
@@ -4,155 +4,155 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
-score ADMITS_SPAM 1.493
-score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 2.411
-score ADVANCE_FEE_3_NEW_MONEY 2.599
-score ADVANCE_FEE_4_NEW 2.157
+score ADMITS_SPAM 1.290
+score ADVANCE_FEE_2_NEW_MONEY 1.731
+score ADVANCE_FEE_3_NEW 1.657
+score ADVANCE_FEE_3_NEW_MONEY 2.236
+score ADVANCE_FEE_4_NEW 2.152
score ADVANCE_FEE_4_NEW_MONEY 2.599
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 2.500
-score AMAZON_IMG_NOT_RCVD_AMZN 2.045
+score ALIBABA_IMG_NOT_RCVD_ALI 2.499
+score AMAZON_IMG_NOT_RCVD_AMZN 1.914
score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.851
-score BIGNUM_EMAILS 2.886
-score BITCOIN_DEADLINE 2.528
-score BITCOIN_EXTORT_01 2.774
-score BITCOIN_MALWARE 1.073
-score BITCOIN_SPAM_02 1.515
-score BITCOIN_SPAM_07 2.820
-score BITCOIN_SPAM_08 1.814
+score AXB_XMAILER_MIMEOLE_OL_024C2 1.703
+score BIGNUM_EMAILS 2.999
+score BITCOIN_DEADLINE 2.696
+score BITCOIN_EXTORT_01 2.309
+score BITCOIN_MALWARE 1.569
+score BITCOIN_SPAM_02 1.114
+score BITCOIN_SPAM_07 2.733
+score BITCOIN_SPAM_08 1.812
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 0.001
+score BODY_EMPTY 0.700
score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 1.127
+score BODY_SINGLE_WORD 1.218
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.979
+score BOGUS_MSM_HDRS 2.958
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.249
score DEAR_BENEFICIARY 2.899
-score DKIMWL_BL 2.302
-score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DOS_RCVD_IP_TWICE_B 1.827
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.001
+score DKIMWL_BL 2.303
+score DKIMWL_WL_HIGH -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001
+score DOS_RCVD_IP_TWICE_B 1.999
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.282
score DX_TEXT_03 2.699
-score EBAY_IMG_NOT_RCVD_EBAY 0.649
-score END_FUTURE_EMAILS 1.837
-score FILL_THIS_FORM 0.117
-score FORGED_RELAY_MUA_TO_MX 2.165
+score EBAY_IMG_NOT_RCVD_EBAY 2.666
+score END_FUTURE_EMAILS 1.398
+score FILL_THIS_FORM 0.001
+score FORGED_RELAY_MUA_TO_MX 1.948
score FORGED_SPF_HELO 1.454
-score FORM_FRAUD 0.847
-score FORM_FRAUD_5 2.899
+score FORM_FRAUD 0.811
+score FORM_FRAUD_5 2.252
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 0.977
-score FROM_2_EMAILS_SHORT 1.064
-score FROM_ADDR_WS 0.041
+score FROMSPACE 0.978
+score FROM_2_EMAILS_SHORT 1.116
+score FROM_ADDR_WS 0.048
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 0.001
-score FROM_MISSPACED 0.086
-score FROM_MISSP_DYNIP 3.687
+score FROM_MISSPACED 0.093
+score FROM_MISSP_DYNIP 3.695
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 1.979
-score FROM_MISSP_MSFT 0.707
-score FROM_MISSP_REPLYTO 1.930
+score FROM_MISSP_FREEMAIL 2.257
+score FROM_MISSP_MSFT 1.827
+score FROM_MISSP_REPLYTO 1.901
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 1.219
-score FROM_MISSP_USER 0.529
+score FROM_MISSP_TO_UNDISC 0.134
+score FROM_MISSP_USER 0.552
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_LINKBAIT 0.111
-score FROM_NTLD_REPLY_FREEMAIL 1.990
+score FROM_NTLD_LINKBAIT 0.001
+score FROM_NTLD_REPLY_FREEMAIL 1.441
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.999
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 2.000
score FROM_WSP_LEAD 0.001
-score FROM_WSP_TRAIL 0.058
-score FSL_BULK_SIG 0.233
-score FSL_CTYPE_WIN1251 3.399
-score FSL_HELO_FAKE 2.974
+score FROM_WSP_TRAIL 0.001
+score FSL_BULK_SIG 0.317
+score FSL_CTYPE_WIN1251 0.795
+score FSL_HELO_FAKE 1.795
score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 1.408
+score FSL_THIS_IS_ADV 1.610
score FUZZY_CLICK_HERE 2.999
-score GB_BITCOIN_CP 1.294
-score GB_BITCOIN_NH 1.727
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_GOOGLE_OBFUR 0.327
+score GB_BITCOIN_CP 1.924
+score GB_BITCOIN_NH 2.195
+score GB_FREEMAIL_DISPTO 0.001
+score GB_GOOGLE_OBFUR 0.309
score GB_GOOGLE_OBFUS 0.749
-score GOOG_REDIR_HTML_ONLY 0.710
+score GOOG_REDIR_HTML_ONLY 0.001
score GOOG_REDIR_NORDNS 2.799
-score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 2.000
+score HDRS_LCASE 0.099
+score HDRS_LCASE_IMGONLY 0.099
+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 HELO_NO_DOMAIN 0.001
+score HELO_MISC_IP 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 0.999
+score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.508
+score HK_RCVD_IP_MULTICAST 0.107
score HK_SCAM 1.999
-score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 3.111
-score HOSTED_IMG_FREEM 0.001 # force non-zero
-score HOSTED_IMG_MULTI 2.505
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.026
+score HK_WIN 0.163
+score HOSTED_IMG_DIRECT_MX 2.225
+score HOSTED_IMG_FREEM 1.475
+score HOSTED_IMG_MULTI 1.804
+score HTML_OFF_PAGE 1.431
+score HTML_SINGLET_MANY 2.038
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.823
+score HTML_TEXT_INVISIBLE_STYLE 1.838
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 2.898
-score KHOP_FAKE_EBAY 0.315
+score KB_FORGED_MOZ4 4.199
+score KHOP_FAKE_EBAY 0.010
score KHOP_HELO_FCRDNS 0.275
-score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.095
+score LIST_PARTIAL_SHORT_MSG 2.500
+score LIST_PRTL_SAME_USER 0.091
score LITECOIN_EXTORT_01 0.001
-score LONG_HEX_URI 2.670
-score LONG_IMG_URI 2.103
+score LONG_HEX_URI 2.620
+score LONG_IMG_URI 1.368
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.146
-score MALF_HTML_B64 1.135
-score MALWARE_NORDNS 3.223
-score MALWARE_PASSWORD 3.036
+score MALFORMED_FREEMAIL 1.369
+score MALF_HTML_B64 1.309
+score MALWARE_NORDNS 2.941
+score MALWARE_PASSWORD 3.180
score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 2.599
score MIMEOLE_DIRECT_TO_MX 1.999
-score MONEY_ATM_CARD 2.499
-score MONEY_FORM 0.333
-score MONEY_FORM_SHORT 2.037
+score MONEY_ATM_CARD 2.599
+score MONEY_FORM 0.457
+score MONEY_FORM_SHORT 1.840
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 1.501
+score MONEY_FRAUD_5 0.001 # force non-zero
score MONEY_FRAUD_8 2.999
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score NORDNS_LOW_CONTRAST 1.898
-score NO_FM_NAME_IP_HOSTN 1.161
-score NSL_RCVD_FROM_USER 2.387
-score NSL_RCVD_HELO_USER 0.519
-score NUMBEREND_LINKBAIT 0.444
-score NUMBERONLY_BITCOIN_EXP 1.237
-score OBFU_BITCOIN 2.868
-score ONLINE_MKTG_CNSLT 2.899
+score NORDNS_LOW_CONTRAST 1.879
+score NO_FM_NAME_IP_HOSTN 0.613
+score NSL_RCVD_FROM_USER 1.685
+score NSL_RCVD_HELO_USER 1.632
+score NUMBEREND_LINKBAIT 0.414
+score NUMBERONLY_BITCOIN_EXP 0.345
+score OBFU_BITCOIN 2.508
+score ONLINE_MKTG_CNSLT 2.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 1.000
-score PDS_DBL_URL_TNB_RUNON 1.598
+score PDS_BTC_MSGID 0.999
+score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.937
+score PDS_FROM_2_EMAILS 1.943
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
-score PDS_LTC_CP 2.765
+score PDS_HP_HELO_NORDNS 0.001
+score PDS_LTC_CP 2.390
score PDS_LTC_HUSH 2.499
-score PDS_NAKED_TO_NUMERO 1.995
-score PDS_PHPEXP_BOT 1.499
+score PDS_NAKED_TO_NUMERO 1.999
+score PDS_PHPEXP_BOT 1.419
score PDS_PHPE_URISHORTENER 1.999
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_FREEM_FORGE 2.000
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.379
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 0.001
@@ -160,53 +160,53 @@ score PDS_X_PHP_WP_EXP 1.4
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RATWARE_NO_RDNS 2.999
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_XM 1.196
-score RISK_FREE 0.097
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_XM 0.539
+score RISK_FREE 1.827
score SERGIO_SUBJECT_PORN014 2.899
-score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORTENED_URL_SRC 0.789
-score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.169
-score SHORT_SHORTNER 2.000
+score SERGIO_SUBJECT_VIAGRA01 0.001 # force non-zero
+score SHORTENED_URL_SRC 0.788
+score SHORTENER_SHORT_IMG 2.464
+score SHORT_IMG_SUSP_NTLD 0.192
+score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.999
+score SPOOFED_FREEMAIL 2.000
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 0.724
+score SPOOFED_FREEM_REPTO 0.728
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.500
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.159
+score SUBJ_OBFU_PUNCT_MANY 1.401
score SUBJ_UNNEEDED_HTML 2.899
score THIS_AD 2.099
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.043
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.907
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 0.725
+score TO_EQ_FM_DOM_HTML_ONLY 0.317
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.464
-score TO_EQ_FM_SPF_FAIL 2.083
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.270
+score TO_EQ_FM_HTML_ONLY 0.881
+score TO_EQ_FM_SPF_FAIL 1.830
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.989
score TO_NO_BRKTS_DYNIP 0.001
-score TO_NO_BRKTS_FROM_MSSP 2.500
+score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.849
+score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_SPACE_ENCODED 1.778
+score TVD_SPACE_ENCODED 0.001 # force non-zero
score TVD_SPACE_RATIO_MINFP 2.499
-score UPGRADE_MAILBOX 1.599
-score URI_GOOGLE_PROXY 2.299
-score URI_ONLY_MSGID_MALF 1.164
+score UPGRADE_MAILBOX 1.699
+score URI_GOOGLE_PROXY 2.400
+score URI_ONLY_MSGID_MALF 1.160
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 3.251
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 1.771
+score XPRIO_SHORT_SUBJ 2.333
score XPRIO_URL_SHORTNER 0.001
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1871952&r1=1871951&r2=1871952&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Dec 25 04:48:18 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 587793 61.525% (99.623% of non-spam corpus)
-# Correctly spam: 262495 27.476% (71.847% of spam corpus)
-# False positives: 2223 0.233% (0.377% of nonspam, 40706 weighted)
-# False negatives: 102856 10.766% (28.153% of spam, 212336 weighted)
-# Average score for spam: 8.8 nonspam: 0.6
+# Correctly non-spam: 589518 62.232% (99.601% of non-spam corpus)
+# Correctly spam: 253610 26.772% (71.356% of spam corpus)
+# False positives: 2362 0.249% (0.399% of nonspam, 42182 weighted)
+# False negatives: 101803 10.747% (28.644% of spam, 209998 weighted)
+# Average score for spam: 8.9 nonspam: 0.6
# Average for false-pos: 5.9 false-neg: 2.1
-# TOTAL: 955367 100.00%
+# TOTAL: 947293 100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 73369 99.60%
-# Correctly spam: 32883 72.21%
-# False positives: 297 0.40%
-# False negatives: 12658 27.79%
-# TCR(l=50): 1.655555 SpamRecall: 72.205% SpamPrec: 99.105%
+# Correctly non-spam: 73533 99.48%
+# Correctly spam: 31695 71.53%
+# False positives: 383 0.52%
+# False negatives: 12612 28.47%
+# TCR(l=50): 1.394969 SpamRecall: 71.535% SpamPrec: 98.806%

##### 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: 579810 98.27%
-# Correctly spam: 146395 40.07%
-# False positives: 10206 1.73%
-# False negatives: 218956 59.93%
-# TCR(l=50): 0.500991 SpamRecall: 40.070% SpamPrec: 93.483%
+# Correctly non-spam: 581941 98.32%
+# Correctly spam: 137310 38.63%
+# False positives: 9939 1.68%
+# False negatives: 218103 61.37%
+# TCR(l=50): 0.497044 SpamRecall: 38.634% SpamPrec: 93.250%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 72396 98.28%
-# Correctly spam: 18220 40.01%
-# False positives: 1270 1.72%
-# False negatives: 27321 59.99%
-# TCR(l=50): 0.501437 SpamRecall: 40.008% SpamPrec: 93.484%
+# Correctly non-spam: 72678 98.33%
+# Correctly spam: 16923 38.19%
+# False positives: 1238 1.67%
+# False negatives: 27384 61.81%
+# TCR(l=50): 0.496248 SpamRecall: 38.195% SpamPrec: 93.183%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1871952&r1=1871951&r2=1871952&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Dec 25 04:48:18 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 606308 60.315% (99.874% of non-spam corpus)
-# Correctly spam: 351141 34.931% (88.191% of spam corpus)
-# False positives: 767 0.076% (0.126% of nonspam, 31544 weighted)
-# False negatives: 47017 4.677% (11.809% of spam, 80728 weighted)
-# Average score for spam: 16.2 nonspam: -2.6
-# Average for false-pos: 6.3 false-neg: 1.7
-# TOTAL: 1005233 100.00%
+# Correctly non-spam: 606432 60.333% (99.899% of non-spam corpus)
+# Correctly spam: 351155 34.936% (88.208% of spam corpus)
+# False positives: 615 0.061% (0.101% of nonspam, 26313 weighted)
+# False negatives: 46943 4.670% (11.792% of spam, 80805 weighted)
+# Average score for spam: 16.2 nonspam: -2.7
+# Average for false-pos: 6.5 false-neg: 1.7
+# TOTAL: 1005145 100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 75754 99.89%
-# Correctly spam: 43755 88.10%
-# False positives: 83 0.11%
-# False negatives: 5912 11.90%
-# TCR(l=50): 4.936096 SpamRecall: 88.097% SpamPrec: 99.811%
+# Correctly non-spam: 75737 99.88%
+# Correctly spam: 43651 87.90%
+# False positives: 93 0.12%
+# False negatives: 6007 12.10%
+# TCR(l=50): 4.659660 SpamRecall: 87.903% SpamPrec: 99.787%

##### 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: 605111 99.68%
-# Correctly spam: 258567 64.94%
-# False positives: 1964 0.32%
-# False negatives: 139591 35.06%
-# TCR(l=50): 1.674403 SpamRecall: 64.941% SpamPrec: 99.246%
+# Correctly non-spam: 605107 99.68%
+# Correctly spam: 258702 64.98%
+# False positives: 1940 0.32%
+# False negatives: 139396 35.02%
+# TCR(l=50): 1.684030 SpamRecall: 64.985% SpamPrec: 99.256%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
-# Correctly non-spam: 75614 99.71%
-# Correctly spam: 32187 64.81%
-# False positives: 223 0.29%
-# False negatives: 17480 35.19%
-# TCR(l=50): 1.734789 SpamRecall: 64.806% SpamPrec: 99.312%
+# Correctly non-spam: 75565 99.65%
+# Correctly spam: 32126 64.69%
+# False positives: 265 0.35%
+# False negatives: 17532 35.31%
+# TCR(l=50): 1.613216 SpamRecall: 64.695% SpamPrec: 99.182%