You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/12/20 05:04:26 UTC
svn commit: r1871830 [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=1871830&r1=1871829&r2=1871830&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Dec 20 05:04:26 2019
@@ -5,199 +5,197 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.525
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.829
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.465
-score ADVANCE_FEE_3_NEW_MONEY 2.237
-score ADVANCE_FEE_4_NEW 2.151
-score ADVANCE_FEE_4_NEW_MONEY 2.599
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.240
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_MONEY 1.294
+score ADVANCE_FEE_4_NEW 2.153
+score ADVANCE_FEE_4_NEW_MONEY 2.600
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.802
-score BITCOIN_DEADLINE 2.325
-score BITCOIN_EXTORT_01 1.884
-score BITCOIN_MALWARE 2.136
-score BITCOIN_SPAM_02 2.317
-score BITCOIN_SPAM_07 2.620
-score BITCOIN_SPAM_08 1.089
+score AXB_XMAILER_MIMEOLE_OL_024C2 3.017
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 1.864
+score BITCOIN_MALWARE 2.013
+score BITCOIN_SPAM_02 0.001
+score BITCOIN_SPAM_07 2.791
+score BITCOIN_SPAM_08 1.500
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 0.660
-score BODY_SINGLE_WORD 1.655
-score BODY_URI_ONLY 1.000
-score BOGUS_MSM_HDRS 2.999
+score BODY_EMPTY 0.001 # force non-zero
+score BODY_SINGLE_URI 1.566
+score BODY_SINGLE_WORD 2.233
+score BODY_URI_ONLY 0.999
+score BOGUS_MSM_HDRS 2.998
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.249
-score DEAR_BENEFICIARY 2.799
+score DEAR_BENEFICIARY 2.899
score DKIMWL_BL 2.999
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.416
+score DKIMWL_WL_MED -0.001
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.001
score DX_TEXT_03 2.799
-score EBAY_IMG_NOT_RCVD_EBAY 1.977
-score END_FUTURE_EMAILS 1.125
-score FILL_THIS_FORM 0.248
-score FORGED_RELAY_MUA_TO_MX 3.628
-score FORGED_SPF_HELO 1.458
+score EBAY_IMG_NOT_RCVD_EBAY 0.159
+score END_FUTURE_EMAILS 0.325
+score FILL_THIS_FORM 0.001
+score FORGED_RELAY_MUA_TO_MX 3.500
+score FORGED_SPF_HELO 1.456
score FORM_FRAUD_5 2.899
score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 0.977
-score FROM_2_EMAILS_SHORT 1.917
-score FROM_ADDR_WS 0.263
+score FROM_2_EMAILS_SHORT 1.542
+score FROM_ADDR_WS 0.001
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.001 # force non-zero
+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 0.347
-score FROM_MISSP_DYNIP 3.799
+score FROM_MISSPACED 0.180
+score FROM_MISSP_DYNIP 3.755
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 2.451
-score FROM_MISSP_MSFT 2.656
-score FROM_MISSP_REPLYTO 1.455
+score FROM_MISSP_FREEMAIL 2.584
+score FROM_MISSP_MSFT 3.004
+score FROM_MISSP_REPLYTO 1.322
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 2.599
-score FROM_MISSP_USER 1.532
+score FROM_MISSP_TO_UNDISC 0.647
+score FROM_MISSP_USER 2.475
score FROM_MISSP_XPRIO 2.499
-score FROM_NTLD_LINKBAIT 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.162
+score FROM_NTLD_LINKBAIT 1.219
+score FROM_NTLD_REPLY_FREEMAIL 0.639
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.071
-score FSL_CTYPE_WIN1251 1.918
-score FSL_HELO_FAKE 1.787
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FSL_BULK_SIG 0.001
+score FSL_CTYPE_WIN1251 2.052
+score FSL_HELO_FAKE 1.789
score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 0.665
-score FUZZY_CLICK_HERE 1.579
-score GB_BITCOIN_CP 2.685
-score GB_BITCOIN_NH 2.613
+score FSL_THIS_IS_ADV 0.666
+score FUZZY_CLICK_HERE 2.023
+score GB_BITCOIN_CP 2.595
+score GB_BITCOIN_NH 2.676
score GB_FREEMAIL_DISPTO 0.499
score GB_GOOGLE_OBFUR 0.749
score GB_GOOGLE_OBFUS 0.749
score HDRS_LCASE 0.100
-score HDRS_LCASE_IMGONLY 0.099
+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 0.167
-score HELO_NO_DOMAIN 0.905
-score HK_LOTTO 0.999
+score HELO_MISC_IP 0.150
+score HELO_NO_DOMAIN 0.904
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
-score HK_RCVD_IP_MULTICAST 0.479
+score HK_RCVD_IP_MULTICAST 0.001
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 0.523
+score HOSTED_IMG_DIRECT_MX 1.605
score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI 1.286
-score HTML_OFF_PAGE 2.098
-score HTML_SINGLET_MANY 2.202
-score HTML_TEXT_INVISIBLE_FONT 3.000
-score HTML_TEXT_INVISIBLE_STYLE 1.816
+score HOSTED_IMG_MULTI 2.255
+score HTML_OFF_PAGE 2.999
+score HTML_SINGLET_MANY 2.199
+score HTML_TEXT_INVISIBLE_FONT 2.999
+score HTML_TEXT_INVISIBLE_STYLE 1.827
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 2.894
-score KHOP_FAKE_EBAY 0.001
-score KHOP_HELO_FCRDNS 0.399
+score KB_FORGED_MOZ4 0.157
+score KHOP_FAKE_EBAY 0.818
+score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.811
-score LITECOIN_EXTORT_01 0.001
-score LONG_HEX_URI 2.050
-score LONG_IMG_URI 1.042
+score LIST_PRTL_SAME_USER 0.001
+score LITECOIN_EXTORT_01 0.100
+score LONG_HEX_URI 2.045
+score LONG_IMG_URI 1.039
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.549
-score MALF_HTML_B64 1.478
-score MALWARE_NORDNS 0.001
-score MALWARE_PASSWORD 3.392
+score MALFORMED_FREEMAIL 1.601
+score MALF_HTML_B64 2.321
+score MALWARE_NORDNS 0.256
+score MALWARE_PASSWORD 3.499
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 2.599
+score MILLION_HUNDRED 2.600
score MIMEOLE_DIRECT_TO_MX 1.999
score MONEY_ATM_CARD 2.699
-score MONEY_FORM 0.088
-score MONEY_FORM_SHORT 2.259
-score MONEY_FRAUD_3 0.944
-score MONEY_FRAUD_5 0.992
-score MONEY_FRAUD_8 2.999
+score MONEY_FORM 0.334
+score MONEY_FORM_SHORT 2.252
+score MONEY_FRAUD_3 0.281
+score MONEY_FRAUD_5 0.986
+score MONEY_FRAUD_8 2.779
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 2.045
-score NORDNS_LOW_CONTRAST 1.895
-score NO_FM_NAME_IP_HOSTN 0.185
-score NSL_RCVD_FROM_USER 2.542
-score NSL_RCVD_HELO_USER 0.001
-score NUMBEREND_LINKBAIT 0.696
-score NUMBERONLY_BITCOIN_EXP 0.203
+score MSM_PRIO_REPTO 2.487
+score NORDNS_LOW_CONTRAST 1.885
+score NO_FM_NAME_IP_HOSTN 0.001
+score NSL_RCVD_FROM_USER 2.440
+score NSL_RCVD_HELO_USER 0.507
+score NUMBEREND_LINKBAIT 0.336
+score NUMBERONLY_BITCOIN_EXP 0.132
score OBFU_BITCOIN 2.999
score ONLINE_MKTG_CNSLT 2.999
score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.999
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.447
-score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_FROM_2_EMAILS 1.448
+score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.994
+score PDS_NAKED_TO_NUMERO 1.999
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 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.073
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
+score PDS_TONAME_EQ_TOLOCAL_SHORT 2.000
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
score PDS_TO_EQ_FROM_NAME 0.001
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.842
+score PP_MIME_FAKE_ASCII_TEXT 0.999
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.189
-score RISK_FREE 3.070
-score SERGIO_SUBJECT_PORN014 2.899
-score SERGIO_SUBJECT_VIAGRA01 2.774
+score RDNS_NUM_TLD_XM 0.713
+score RISK_FREE 0.001
+score SERGIO_SUBJECT_PORN014 2.900
+score SERGIO_SUBJECT_VIAGRA01 1.226
score SHORTENED_URL_SRC 0.789
-score SHORTENER_SHORT_IMG 2.375
-score SHORT_IMG_SUSP_NTLD 0.568
+score SHORTENER_SHORT_IMG 0.513
+score SHORT_IMG_SUSP_NTLD 0.743
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
-score SPOOFED_FREEM_REPTO 0.729
-score STATIC_XPRIO_OLE 2.000
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
+score SPOOFED_FREEM_REPTO 0.727
+score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.750
score SUBJ_OBFU_PUNCT_MANY 1.749
-score SUBJ_UNNEEDED_HTML 2.699
-score THIS_AD 2.100
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.731
+score SUBJ_UNNEEDED_HTML 2.599
+score THIS_AD 2.099
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.286
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.151
+score TO_EQ_FM_DIRECT_MX 1.472
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.182
+score TO_EQ_FM_DOM_HTML_ONLY 0.687
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.286
-score TO_EQ_FM_SPF_FAIL 1.010
+score TO_EQ_FM_HTML_ONLY 0.601
+score TO_EQ_FM_SPF_FAIL 0.846
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.270
-score TO_NO_BRKTS_DYNIP 3.651
+score TO_NAME_SUBJ_NO_RDNS 2.268
+score TO_NO_BRKTS_DYNIP 3.648
score TO_NO_BRKTS_FROM_MSSP 2.499
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 1.878
-score TO_NO_BRKTS_PCNT 2.500
+score TO_NO_BRKTS_NORDNS_HTML 1.879
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
-score UPGRADE_MAILBOX 0.001 # force non-zero
+score UPGRADE_MAILBOX 0.001
score URI_GOOGLE_PROXY 2.399
-score URI_ONLY_MSGID_MALF 1.168
-score URI_PHP_REDIR 3.500
-score URI_TRY_3LD 1.999
+score URI_ONLY_MSGID_MALF 1.165
+score URI_PHP_REDIR 3.499
+score URI_TRY_3LD 2.000
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 0.820
+score XPRIO_SHORT_SUBJ 2.417
+score XPRIO_URL_SHORTNER 0.989
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
@@ -258,6 +256,7 @@ 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 HK_WIN 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HTML_ENTITY_ASCII 1.000
@@ -289,6 +288,7 @@ score STOCK_TIP 1.0
score SUSPNTLD_EXPIRATION_EXTORT 1.000
score SYSADMIN 1.000
score THIS_IS_ADV_SUSP_NTLD 1.000
+score TO_NO_BRKTS_PCNT 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ASC 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1871830&r1=1871829&r2=1871830&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Dec 20 05:04:26 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 607545 55.418% (99.578% of non-spam corpus)
-# Correctly spam: 366790 33.457% (75.445% of spam corpus)
-# False positives: 2574 0.235% (0.422% of nonspam, 60094 weighted)
-# False negatives: 119379 10.889% (24.555% of spam, 243597 weighted)
-# Average score for spam: 9.3 nonspam: 0.6
-# Average for false-pos: 5.9 false-neg: 2.0
-# TOTAL: 1096288 100.00%
+# Correctly non-spam: 607851 55.893% (99.572% of non-spam corpus)
+# Correctly spam: 354189 32.568% (74.245% of spam corpus)
+# False positives: 2615 0.240% (0.428% of nonspam, 59494 weighted)
+# False negatives: 122866 11.298% (25.755% of spam, 260340 weighted)
+# Average score for spam: 9.1 nonspam: 0.6
+# Average for false-pos: 5.8 false-neg: 2.1
+# TOTAL: 1087521 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 75877 99.54%
-# Correctly spam: 45786 75.47%
-# False positives: 352 0.46%
-# False negatives: 14884 24.53%
-# TCR(l=50): 1.867689 SpamRecall: 75.467% SpamPrec: 99.237%
+# Correctly non-spam: 75940 99.56%
+# Correctly spam: 44713 75.13%
+# False positives: 334 0.44%
+# False negatives: 14802 24.87%
+# TCR(l=50): 1.889245 SpamRecall: 75.129% SpamPrec: 99.259%
##### 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: 598833 98.15%
-# Correctly spam: 176189 36.24%
-# False positives: 11286 1.85%
-# False negatives: 309980 63.76%
-# TCR(l=50): 0.556079 SpamRecall: 36.240% SpamPrec: 93.980%
+# Correctly non-spam: 599521 98.21%
+# Correctly spam: 174476 36.57%
+# False positives: 10945 1.79%
+# False negatives: 302579 63.43%
+# TCR(l=50): 0.561354 SpamRecall: 36.574% SpamPrec: 94.097%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 74825 98.16%
-# Correctly spam: 21780 35.90%
-# False positives: 1404 1.84%
-# False negatives: 38890 64.10%
-# TCR(l=50): 0.556146 SpamRecall: 35.899% SpamPrec: 93.944%
+# Correctly non-spam: 74872 98.16%
+# Correctly spam: 21555 36.22%
+# False positives: 1402 1.84%
+# False negatives: 37960 63.78%
+# TCR(l=50): 0.550759 SpamRecall: 36.218% SpamPrec: 93.893%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1871830&r1=1871829&r2=1871830&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Dec 20 05:04:26 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 620642 52.936% (99.831% of non-spam corpus)
-# Correctly spam: 492684 42.022% (89.456% of spam corpus)
-# False positives: 1049 0.089% (0.169% of nonspam, 57668 weighted)
-# False negatives: 58071 4.953% (10.544% of spam, 102799 weighted)
-# Average score for spam: 16.1 nonspam: -2.6
+# Correctly non-spam: 620668 52.943% (99.836% of non-spam corpus)
+# Correctly spam: 492640 42.022% (89.465% of spam corpus)
+# False positives: 1019 0.087% (0.164% of nonspam, 56137 weighted)
+# False negatives: 58012 4.948% (10.535% of spam, 102760 weighted)
+# Average score for spam: 15.8 nonspam: -2.6
# Average for false-pos: 6.2 false-neg: 1.8
-# TOTAL: 1172446 100.00%
+# TOTAL: 1172339 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77484 99.81%
-# Correctly spam: 61557 89.44%
-# False positives: 144 0.19%
-# False negatives: 7269 10.56%
-# TCR(l=50): 4.756790 SpamRecall: 89.439% SpamPrec: 99.767%
+# Correctly non-spam: 77467 99.80%
+# Correctly spam: 61381 89.20%
+# False positives: 159 0.20%
+# False negatives: 7434 10.80%
+# TCR(l=50): 4.473154 SpamRecall: 89.197% SpamPrec: 99.742%
##### 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: 619739 99.69%
-# Correctly spam: 364577 66.20%
-# False positives: 1952 0.31%
-# False negatives: 186178 33.80%
-# TCR(l=50): 1.940795 SpamRecall: 66.196% SpamPrec: 99.467%
+# Correctly non-spam: 619734 99.69%
+# Correctly spam: 364553 66.20%
+# False positives: 1953 0.31%
+# False negatives: 186099 33.80%
+# TCR(l=50): 1.940631 SpamRecall: 66.204% SpamPrec: 99.467%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 77372 99.67%
-# Correctly spam: 45611 66.27%
-# False positives: 256 0.33%
-# False negatives: 23215 33.73%
-# TCR(l=50): 1.911037 SpamRecall: 66.270% SpamPrec: 99.442%
+# Correctly non-spam: 77369 99.67%
+# Correctly spam: 45432 66.02%
+# False positives: 257 0.33%
+# False negatives: 23383 33.98%
+# TCR(l=50): 1.899236 SpamRecall: 66.020% SpamPrec: 99.438%