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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/11/26 06:10:44 UTC
svn commit: r1870438 [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=1870438&r1=1870437&r2=1870438&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Nov 26 06:10:43 2019
@@ -3,134 +3,135 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.709
+score AC_FROM_MANY_DOTS 2.712
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.465
+score ADVANCE_FEE_3_NEW 3.463
score ADVANCE_FEE_3_NEW_MONEY 2.799
-score ADVANCE_FEE_4_NEW 2.153
-score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.307
+score ADVANCE_FEE_4_NEW 2.151
+score ADVANCE_FEE_4_NEW_MONEY 2.600
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.303
score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 1.352
-score AMAZON_IMG_NOT_RCVD_AMZN 2.053
-score AXB_XMAILER_MIMEOLE_OL_024C2 3.166
-score BITCOIN_EXTORT_01 3.005
+score ALIBABA_IMG_NOT_RCVD_ALI 0.236
+score AMAZON_IMG_NOT_RCVD_AMZN 2.055
+score AXB_XMAILER_MIMEOLE_OL_024C2 3.247
+score BITCOIN_EXTORT_01 2.303
score BITCOIN_SPAM_02 2.500
-score BITCOIN_SPAM_05 0.082
+score BITCOIN_SPAM_05 0.051
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_08 0.001
+score BITCOIN_SPAM_08 0.098
score BITCOIN_SPAM_09 1.499
score BODY_EMPTY 0.001
score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 1.000
+score BODY_SINGLE_WORD 1.250
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.927
-score CK_HELO_DYNAMIC_SPLIT_IP 0.501
+score BOGUS_MSM_HDRS 2.924
+score CK_HELO_DYNAMIC_SPLIT_IP 0.499
score CK_HELO_GENERIC 0.250
-score DATE_IN_FUTURE_96_Q 2.569
-score DEAR_BENEFICIARY 2.899
+score DATE_IN_FUTURE_96_Q 2.699
+score DEAR_BENEFICIARY 2.900
score DKIMWL_BL 2.999
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.213
-score DX_TEXT_03 1.899
-score EBAY_IMG_NOT_RCVD_EBAY 2.264
-score END_FUTURE_EMAILS 0.458
-score FILL_THIS_FORM 0.339
-score FORGED_RELAY_MUA_TO_MX 2.643
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.763
+score DX_TEXT_03 1.900
+score EBAY_IMG_NOT_RCVD_EBAY 2.096
+score END_FUTURE_EMAILS 0.925
+score FILL_THIS_FORM 0.337
+score FORGED_RELAY_MUA_TO_MX 2.706
score FORGED_SPF_HELO 2.099
score FORM_FRAUD 1.000
-score FORM_FRAUD_5 0.001 # force non-zero
+score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 0.001
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.461
-score FROM_FMBLA_NEWDOM 1.499
+score FROM_ADDR_WS 0.460
+score FROM_FMBLA_NEWDOM 1.500
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
+score FROM_FMBLA_NEWDOM28 0.800
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 1.999
-score FROM_MISSP_DYNIP 3.799
-score FROM_MISSP_EH_MATCH 1.227
-score FROM_MISSP_FREEMAIL 1.405
-score FROM_MISSP_MSFT 2.336
-score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_SPF_FAIL 1.478
-score FROM_MISSP_USER 3.140
-score FROM_MISSP_XPRIO 0.579
-score FROM_NTLD_LINKBAIT 1.999
-score FROM_NTLD_REPLY_FREEMAIL 1.932
+score FROM_MISSP_DYNIP 3.734
+score FROM_MISSP_EH_MATCH 1.215
+score FROM_MISSP_FREEMAIL 1.565
+score FROM_MISSP_MSFT 0.177
+score FROM_MISSP_REPLYTO 2.337
+score FROM_MISSP_SPF_FAIL 1.473
+score FROM_MISSP_USER 2.573
+score FROM_MISSP_XPRIO 0.927
+score FROM_NTLD_LINKBAIT 1.049
+score FROM_NTLD_REPLY_FREEMAIL 0.348
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.587
-score FSL_CTYPE_WIN1251 3.189
-score FSL_HELO_FAKE 2.799
-score FSL_NEW_HELO_USER 0.449
-score FSL_THIS_IS_ADV 2.727
+score FSL_BULK_SIG 0.561
+score FSL_CTYPE_WIN1251 2.658
+score FSL_HELO_FAKE 2.699
+score FSL_NEW_HELO_USER 1.999
+score FSL_THIS_IS_ADV 2.709
score FUZZY_CLICK_HERE 2.999
-score GB_BITCOIN_CP 2.543
-score GB_BITCOIN_NH 1.496
+score GB_BITCOIN_CP 2.762
+score GB_BITCOIN_NH 2.197
score GB_FREEMAIL_DISPTO 0.001
-score GB_GOOGLE_OBFU 0.749
+score GB_GOOGLE_OBFU 0.585
score GOOG_REDIR_HTML_ONLY 1.999
score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 1.836
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_MISC_IP 0.100
-score HELO_NO_DOMAIN 0.096
+score HDRS_LCASE_IMGONLY 0.099
+score HDR_ORDER_FTSDMCXX_DIRECT 1.858
+score HDR_ORDER_FTSDMCXX_NORDNS 3.486
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.126
+score HELO_NO_DOMAIN 0.091
+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_RCVD_IP_MULTICAST 0.486
+score HK_RCVD_IP_MULTICAST 0.483
score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 1.010
+score HOSTED_IMG_DIRECT_MX 2.899
score HOSTED_IMG_FREEM 0.001
-score HOSTED_IMG_MULTI 1.231
+score HOSTED_IMG_MULTI 2.666
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.140
-score HTML_TEXT_INVISIBLE_STYLE 2.019
+score HTML_SINGLET_MANY 1.710
+score HTML_TEXT_INVISIBLE_STYLE 2.038
score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.793
+score KHOP_FAKE_EBAY 0.772
score KHOP_HELO_FCRDNS 0.399
-score LIST_PARTIAL_SHORT_MSG 2.500
-score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 1.700
-score LONG_IMG_URI 0.963
+score LIST_PARTIAL_SHORT_MSG 2.499
+score LIST_PRTL_SAME_USER 0.001 # force non-zero
+score LONG_HEX_URI 1.694
+score LONG_IMG_URI 0.969
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.142
+score MALFORMED_FREEMAIL 1.141
score MALF_HTML_B64 3.499
-score MALWARE_NORDNS 1.126
-score MALWARE_PASSWORD 3.218
+score MALWARE_NORDNS 1.606
+score MALWARE_PASSWORD 3.222
score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 2.699
score MIMEOLE_DIRECT_TO_MX 1.999
-score MONEY_ATM_CARD 2.490
-score MONEY_FORM_SHORT 2.088
-score MONEY_FRAUD_3 1.917
+score MONEY_ATM_CARD 2.699
+score MONEY_FORM_SHORT 2.089
+score MONEY_FRAUD_3 1.910
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 2.999
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score NORDNS_LOW_CONTRAST 1.625
+score NORDNS_LOW_CONTRAST 1.624
score NO_FM_NAME_IP_HOSTN 1.153
-score NSL_RCVD_FROM_USER 0.925
-score NSL_RCVD_HELO_USER 0.854
-score NUMBEREND_LINKBAIT 0.740
-score NUMBERONLY_BITCOIN_EXP 0.001
-score OBFU_BITCOIN 2.999
+score NSL_RCVD_FROM_USER 1.312
+score NSL_RCVD_HELO_USER 0.750
+score NUMBEREND_LINKBAIT 0.245
+score NUMBERONLY_BITCOIN_EXP 0.034
+score OBFU_BITCOIN 2.810
score ONLINE_MKTG_CNSLT 2.799
score PDS_BTC_ID 0.499
-score PDS_DBL_URL_TNB_RUNON 1.237
-score PDS_FRNOM_TODOM_NAKED_TO 1.500
-score PDS_FROM_2_EMAILS 1.126
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_FRNOM_TODOM_NAKED_TO 1.499
+score PDS_FROM_2_EMAILS 1.125
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 1.999
+score PDS_NAKED_TO_NUMERO 1.675
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
score PDS_PHP_EVAL 1.499
@@ -139,57 +140,57 @@ score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
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 2.040
+score PDS_X_PHP_WP_EXP 1.500
+score PHP_ORIG_SCRIPT 2.037
score PP_MIME_FAKE_ASCII_TEXT 0.825
score RATWARE_NO_RDNS 2.999
-score RCVD_IN_MSPIKE_H2 -0.001
-score RISK_FREE 0.462
+score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RISK_FREE 0.460
score SERGIO_SUBJECT_PORN014 2.999
-score SERGIO_SUBJECT_VIAGRA01 0.782
-score SHORTENER_SHORT_IMG 0.388
-score SHORT_IMG_SUSP_NTLD 1.384
+score SERGIO_SUBJECT_VIAGRA01 0.780
+score SHORTENER_SHORT_IMG 0.578
+score SHORT_IMG_SUSP_NTLD 1.212
score SHORT_SHORTNER 1.999
-score SINGLETS_LOW_CONTRAST 0.499
+score SINGLETS_LOW_CONTRAST 0.930
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.503
-score SPOOFED_FREEM_REPTO 1.998
-score STATIC_XPRIO_OLE 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.504
+score SPOOFED_FREEM_REPTO 1.997
+score STATIC_XPRIO_OLE 1.410
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_FEW 0.750
score SUBJ_OBFU_PUNCT_MANY 1.749
score THIS_AD 1.899
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.372
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.849
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
score TO_EQ_FM_DIRECT_MX 2.499
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.794
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.495
-score TO_EQ_FM_SPF_FAIL 1.037
+score TO_EQ_FM_DOM_HTML_ONLY 0.685
+score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_HTML_ONLY 0.604
+score TO_EQ_FM_SPF_FAIL 0.868
score TO_IN_SUBJ 0.100
score TO_NAME_SUBJ_NO_RDNS 2.193
-score TO_NO_BRKTS_DYNIP 3.164
+score TO_NO_BRKTS_DYNIP 3.163
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.994
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 2.500
+score TO_NO_BRKTS_HTML_IMG 1.998
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 2.499
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.305
-score TVD_IP_OCT 2.227
-score TVD_SPACE_ENCODED 0.001
+score TO_NO_BRKTS_PCNT 2.472
+score TVD_IP_OCT 1.215
+score TVD_SPACE_ENCODED 0.001 # force non-zero
score TVD_SPACE_RATIO_MINFP 2.499
score UNICODE_OBFU_DOM_NO_BODY 3.749
-score UPGRADE_MAILBOX 0.743
+score UPGRADE_MAILBOX 0.810
score URI_GOOGLE_PROXY 2.299
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.857
+score URI_ONLY_MSGID_MALF 2.000
+score URI_PHISH 3.789
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 2.116
-score XPRIO_URL_SHORTNER 0.794
+score XPRIO_SHORT_SUBJ 1.869
+score XPRIO_URL_SHORTNER 0.962
score YOU_INHERIT 2.599
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -237,7 +238,6 @@ score FRNAME_IN_MSG_XPRIO_NO_SUB 1.0
score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
-score FROM_NAME_EQ_TO_G_DRIVE 1.000
score FROM_NEWDOM_BTC 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
@@ -253,7 +253,6 @@ 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
@@ -269,7 +268,6 @@ score NEWEGG_IMG_NOT_RCVD_NEGG 1.0
score PDS_BTC_NTLD 1.000
score PDS_HELO_SPF_FAIL 1.000
score PHOTO_EDITING_DIRECT 1.000
-score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1870438&r1=1870437&r2=1870438&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Nov 26 06:10:43 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 929267 47.084% (99.654% of non-spam corpus)
-# Correctly spam: 865795 43.868% (83.158% of spam corpus)
-# False positives: 3224 0.163% (0.346% of nonspam, 102188 weighted)
-# False negatives: 175344 8.884% (16.842% of spam, 373307 weighted)
+# Correctly non-spam: 657365 39.418% (99.621% of non-spam corpus)
+# Correctly spam: 832223 49.903% (82.577% of spam corpus)
+# False positives: 2503 0.150% (0.379% of nonspam, 110149 weighted)
+# False negatives: 175592 10.529% (17.423% of spam, 387535 weighted)
# Average score for spam: 10.9 nonspam: 0.6
-# Average for false-pos: 5.7 false-neg: 2.1
-# TOTAL: 1973630 100.00%
+# Average for false-pos: 5.8 false-neg: 2.2
+# TOTAL: 1667683 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 115995 99.67%
-# Correctly spam: 108676 83.62%
-# False positives: 381 0.33%
-# False negatives: 21292 16.38%
-# TCR(l=50): 3.221655 SpamRecall: 83.618% SpamPrec: 99.651%
+# Correctly non-spam: 81947 99.56%
+# Correctly spam: 104132 82.78%
+# False positives: 365 0.44%
+# False negatives: 21667 17.22%
+# TCR(l=50): 3.151514 SpamRecall: 82.776% SpamPrec: 99.651%
##### 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: 916211 98.25%
-# Correctly spam: 428109 41.12%
-# False positives: 16280 1.75%
-# False negatives: 613030 58.88%
-# TCR(l=50): 0.729585 SpamRecall: 41.119% SpamPrec: 96.337%
+# Correctly non-spam: 643952 97.59%
+# Correctly spam: 417274 41.40%
+# False positives: 15916 2.41%
+# False negatives: 590541 58.60%
+# TCR(l=50): 0.726960 SpamRecall: 41.404% SpamPrec: 96.326%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 114351 98.26%
-# Correctly spam: 53819 41.41%
-# False positives: 2025 1.74%
-# False negatives: 76149 58.59%
-# TCR(l=50): 0.732631 SpamRecall: 41.409% SpamPrec: 96.374%
+# Correctly non-spam: 80448 97.74%
+# Correctly spam: 52238 41.52%
+# False positives: 1864 2.26%
+# False negatives: 73561 58.48%
+# TCR(l=50): 0.754367 SpamRecall: 41.525% SpamPrec: 96.555%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1870438&r1=1870437&r2=1870438&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Nov 26 06:10:43 2019
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 674222 39.545% (99.831% of non-spam corpus)
-# Correctly spam: 955454 56.040% (92.799% of spam corpus)
-# False positives: 1143 0.067% (0.169% of nonspam, 109862 weighted)
-# False negatives: 74144 4.349% (7.201% of spam, 122240 weighted)
-# Average score for spam: 15.6 nonspam: -2.3
-# Average for false-pos: 6.3 false-neg: 1.6
-# TOTAL: 1704963 100.00%
+# Correctly non-spam: 674234 39.547% (99.833% of non-spam corpus)
+# Correctly spam: 954929 56.010% (92.752% of spam corpus)
+# False positives: 1131 0.066% (0.167% of nonspam, 108946 weighted)
+# False negatives: 74619 4.377% (7.248% of spam, 124915 weighted)
+# Average score for spam: 15.7 nonspam: -2.3
+# Average for false-pos: 6.3 false-neg: 1.7
+# TOTAL: 1704913 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 84111 99.84%
-# Correctly spam: 119146 92.71%
-# False positives: 139 0.16%
-# False negatives: 9374 7.29%
-# TCR(l=50): 7.873070 SpamRecall: 92.706% SpamPrec: 99.883%
+# Correctly non-spam: 84112 99.84%
+# Correctly spam: 119237 92.78%
+# False positives: 138 0.16%
+# False negatives: 9272 7.22%
+# TCR(l=50): 7.946389 SpamRecall: 92.785% 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: 673390 99.71%
-# Correctly spam: 666862 64.77%
+# Correctly spam: 666766 64.76%
# False positives: 1975 0.29%
-# False negatives: 362736 35.23%
-# TCR(l=50): 2.231049 SpamRecall: 64.769% SpamPrec: 99.705%
+# False negatives: 362782 35.24%
+# TCR(l=50): 2.230719 SpamRecall: 64.763% SpamPrec: 99.705%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 84030 99.74%
-# Correctly spam: 83087 64.65%
+# Correctly spam: 83072 64.64%
# False positives: 220 0.26%
-# False negatives: 45433 35.35%
-# TCR(l=50): 2.277391 SpamRecall: 64.649% SpamPrec: 99.736%
+# False negatives: 45437 35.36%
+# TCR(l=50): 2.277035 SpamRecall: 64.643% SpamPrec: 99.736%