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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/05/02 05:40:39 UTC
svn commit: r1877282 [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=1877282&r1=1877281&r2=1877282&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat May 2 05:40:38 2020
@@ -3,159 +3,155 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.001 # force non-zero
-score ADMITS_SPAM 2.056
+score AC_FROM_MANY_DOTS 0.001
+score ADMITS_SPAM 1.489
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.418
-score ADVANCE_FEE_3_NEW_MONEY 2.599
+score ADVANCE_FEE_3_NEW 3.469
+score ADVANCE_FEE_3_NEW_MONEY 2.051
score ADVANCE_FEE_4_NEW 2.599
-score ADVANCE_FEE_4_NEW_MONEY 0.001 # force non-zero
+score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 2.799
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score AD_PREFS 0.191
-score AMAZON_IMG_NOT_RCVD_AMZN 2.194
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score AD_PREFS 0.159
+score AMAZON_IMG_NOT_RCVD_AMZN 2.049
score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 2.305
-score BITCOIN_MALWARE 2.225
+score BITCOIN_EXTORT_01 2.510
+score BITCOIN_MALWARE 2.949
score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_01 0.501
-score BITCOIN_SPAM_02 0.001
+score BITCOIN_SPAM_01 1.111
+score BITCOIN_SPAM_02 0.436
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 0.844
-score BITCOIN_SPAM_07 2.895
-score BITCOIN_SPAM_09 0.001
-score BITCOIN_YOUR_INFO 1.811
-score BODY_SINGLE_URI 0.636
+score BITCOIN_SPAM_05 1.096
+score BITCOIN_SPAM_07 2.889
+score BITCOIN_SPAM_09 0.001 # force non-zero
+score BITCOIN_YOUR_INFO 1.915
+score BODY_SINGLE_URI 2.499
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 1.000
+score BODY_URI_ONLY 0.999
score BOGUS_MSM_HDRS 2.999
-score CK_HELO_DYNAMIC_SPLIT_IP 0.454
+score CK_HELO_DYNAMIC_SPLIT_IP 0.941
score CK_HELO_GENERIC 0.249
score CTE_8BIT_MISMATCH 0.999
score CTYPE_NULL 0.001
-score DATE_DOTS 0.048
+score DATE_DOTS 1.325
score DEAR_BENEFICIARY 0.001
-score DEAR_EMAIL_USER 2.699
score DKIMWL_BL 2.999
-score DKIMWL_WL_HIGH -0.001
+score DKIMWL_WL_HIGH -0.001 # force non-zero
score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
score DX_TEXT_03 0.699
-score END_FUTURE_EMAILS 2.500
+score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.001
score FORGED_RELAY_MUA_TO_MX 3.799
-score FORGED_SPF_HELO 2.576
-score FORM_FRAUD 1.000
-score FORM_FRAUD_3 2.599
+score FORGED_SPF_HELO 2.499
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 0.001
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.250
-score FROMSPACE 0.001
-score FROM_ADDR_WS 0.820
-score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.799
+score FROM_ADDR_WS 1.837
+score FROM_FMBLA_NEWDOM 1.500
+score FROM_FMBLA_NEWDOM14 1.000
+score FROM_FMBLA_NEWDOM28 0.800
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.396
-score FROM_MISSPACED 0.001 # force non-zero
+score FROM_GOV_SPOOF 0.397
+score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 3.699
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.001
+score FROM_MISSP_FREEMAIL 0.001 # force non-zero
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 2.898
-score FROM_MISSP_REPLYTO 2.246
+score FROM_MISSP_REPLYTO 2.244
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 1.442
+score FROM_MISSP_TO_UNDISC 1.548
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
score FROM_NTLD_REPLY_FREEMAIL 0.001
score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 0.155
+score FROM_SUSPICIOUS_NTLD_FP 0.222
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FSL_NEW_HELO_USER 0.001
score FUZZY_BITCOIN 0.001
score FUZZY_SECURITY 2.199
-score FUZZY_WALLET 0.001
+score FUZZY_WALLET 0.001 # force non-zero
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 0.649
-score GB_FREEMAIL_DISPTO 0.500
-score GB_GOOGLE_OBFUR 0.750
-score GB_GOOGLE_OBFUS 0.750
-score GB_MONERO_CP 1.999
-score GOOG_REDIR_NORDNS 2.799
-score HDRS_LCASE 0.099
+score GB_BITCOIN_NH 0.001
+score GB_FREEMAIL_DISPTO 0.499
+score GB_GOOGLE_OBFUR 0.749
+score GB_GOOGLE_OBFUS 0.749
+score GB_MONERO_CP 0.648
+score GOOG_REDIR_NORDNS 2.621
+score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 2.296
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.001 # force non-zero
-score HELO_NO_DOMAIN 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 2.625
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.001
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HEXHASH_WORD 2.999
score HK_NAME_FROM 0.999
-score HK_NAME_MR_MRS 0.999
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.040
-score HK_SCAM 0.791
-score HOSTED_IMG_DIRECT_MX 1.784
+score HK_RCVD_IP_MULTICAST 0.001
+score HK_SCAM 0.943
+score HOSTED_IMG_DIRECT_MX 2.330
score HOSTED_IMG_FREEM 3.499
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 1.214
-score HTML_TEXT_INVISIBLE_STYLE 1.300
-score IMG_ONLY_FM_DOM_INFO 1.827
+score HTML_SINGLET_MANY 1.131
+score HTML_TEXT_INVISIBLE_STYLE 1.229
+score IMG_ONLY_FM_DOM_INFO 1.831
score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.541
-score KHOP_HELO_FCRDNS 0.276
+score KHOP_FAKE_EBAY 0.752
+score KHOP_HELO_FCRDNS 0.275
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 1.876
-score LITECOIN_EXTORT_01 1.872
-score LONG_HEX_URI 1.619
-score LONG_IMG_URI 0.401
+score LIST_PRTL_SAME_USER 1.206
+score LONG_HEX_URI 2.666
+score LONG_IMG_URI 0.001
score LOTS_OF_MONEY 0.010
score MALF_HTML_B64 3.499
-score MALWARE_NORDNS 3.499
-score MANY_SPAN_IN_TEXT 3.224
-score MAY_BE_FORGED 1.665
-score MILLION_HUNDRED 1.961
+score MALWARE_NORDNS 2.950
+score MANY_SPAN_IN_TEXT 3.227
+score MAY_BE_FORGED 1.540
+score MILLION_HUNDRED 1.805
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.110
-score MONERO_EXTORT_01 2.648
-score MONEY_ATM_CARD 2.699
+score MIXED_ES 1.046
+score MONERO_EXTORT_01 4.179
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.920
-score MONEY_FRAUD_5 1.475
+score MONEY_FRAUD_3 1.922
+score MONEY_FRAUD_5 1.137
score MONEY_FRAUD_8 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score MSM_PRIO_REPTO 0.485
-score NORDNS_LOW_CONTRAST 2.412
-score NO_FM_NAME_IP_HOSTN 1.737
+score MSM_PRIO_REPTO 0.502
+score NORDNS_LOW_CONTRAST 2.483
+score NO_FM_NAME_IP_HOSTN 1.838
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.748
-score NUMBERONLY_BITCOIN_EXP 1.462
-score OBFU_BITCOIN 2.193
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001
+score NSL_RCVD_HELO_USER 0.406
+score NUMBERONLY_BITCOIN_EXP 1.427
+score OBFU_BITCOIN 1.552
+score PDS_BTC_ID 0.500
+score PDS_BTC_MSGID 0.437
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_EMPTYSUBJ_URISHRT 1.499
score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 0.549
+score PDS_FROM_2_EMAILS 1.000
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 1.818
+score PDS_HELO_SPF_FAIL 1.324
score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 0.974
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
-score PDS_OTHER_BAD_TLD 2.000
-score PDS_SHORTFWD_URISHRT 1.497
-score PDS_SHORT_BOGUS_MSM_HDRS 1.104
+score PDS_NAKED_TO_NUMERO 1.177
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.750
+score PDS_OTHER_BAD_TLD 1.999
+score PDS_SHORTFWD_URISHRT 1.499
+score PDS_SHORT_BOGUS_MSM_HDRS 1.666
score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TINYSUBJ_URISHRT 0.955
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.447
+score PDS_TINYSUBJ_URISHRT 1.270
+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_TONAME_EQ_TOLOCAL_VSHORT 0.999
@@ -163,59 +159,58 @@ score PDS_TO_EQ_FROM_NAME 0.0
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_ATCHNX 0.720
-score RDNS_NUM_TLD_XM 2.999
-score RISK_FREE 1.602
-score SCRIPT_GIBBERISH 2.404
-score SERGIO_SUBJECT_PORN014 2.604
-score SERGIO_SUBJECT_VIAGRA01 1.548
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_ATCHNX 2.875
+score RDNS_NUM_TLD_XM 0.364
+score RISK_FREE 2.999
+score SCRIPT_GIBBERISH 2.399
+score SERGIO_SUBJECT_PORN014 2.606
+score SERGIO_SUBJECT_VIAGRA01 1.549
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.292
-score SHORT_IMG_SUSP_NTLD 1.356
-score SHORT_SHORTNER 2.000
+score SHORTENER_SHORT_IMG 0.001
+score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.499
-score STATIC_XPRIO_OLE 1.999
+score SPOOFED_FREEM_REPTO 0.551
+score STATIC_XPRIO_OLE 0.001
score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.749
score SUBJ_OBFU_PUNCT_MANY 1.548
score THIS_AD 1.599
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.001
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.499
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.528
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.380
-score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
-score TO_EQ_FM_SPF_FAIL 1.327
+score TO_EQ_FM_DIRECT_MX 2.499
+score TO_EQ_FM_DOM_HTML_IMG 0.953
+score TO_EQ_FM_DOM_HTML_ONLY 0.915
+score TO_EQ_FM_DOM_SPF_FAIL 0.211
+score TO_EQ_FM_HTML_ONLY 0.592
+score TO_EQ_FM_SPF_FAIL 1.122
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.262
+score TO_NAME_SUBJ_NO_RDNS 2.260
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.292
+score TO_NO_BRKTS_HTML_IMG 1.995
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.214
+score TO_NO_BRKTS_NORDNS_HTML 0.417
score TO_NO_BRKTS_PCNT 2.499
-score TVD_SPACE_ENCODED 0.001 # force non-zero
-score TVD_SPACE_RATIO_MINFP 2.500
-score UNICODE_OBFU_ASC 2.499
-score UPGRADE_MAILBOX 1.020
-score UPPERCASE_URI 0.558
+score TVD_SPACE_ENCODED 0.001
+score TVD_SPACE_RATIO_MINFP 2.499
+score UNICODE_OBFU_ASC 2.500
+score UPGRADE_MAILBOX 0.820
+score UPPERCASE_URI 0.660
score URI_GOOGLE_PROXY 2.599
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 0.865
-score URI_PHISH 3.892
+score URI_ONLY_MSGID_MALF 0.863
+score URI_PHISH 3.904
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
-score URI_WPADMIN 2.599
-score URI_WP_DIRINDEX 3.500
-score URI_WP_HACKED 2.524
+score URI_WP_DIRINDEX 2.900
+score URI_WP_HACKED 1.627
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 1.896
-score XPRIO_URL_SHORTNER 1.000
+score XPRIO_SHORT_SUBJ 1.880
+score XPRIO_URL_SHORTNER 0.999
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1877282&r1=1877281&r2=1877282&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat May 2 05:40:38 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 762645 47.699% (99.562% of non-spam corpus)
-# Correctly spam: 494244 30.912% (59.343% of spam corpus)
-# False positives: 3357 0.210% (0.438% of nonspam, 105376 weighted)
-# False negatives: 338609 21.178% (40.657% of spam, 705964 weighted)
-# Average score for spam: 6.7 nonspam: 0.5
-# Average for false-pos: 5.8 false-neg: 2.1
-# TOTAL: 1598855 100.00%
+# Correctly non-spam: 765045 46.512% (99.571% of non-spam corpus)
+# Correctly spam: 494939 30.091% (56.468% of spam corpus)
+# False positives: 3295 0.200% (0.429% of nonspam, 108768 weighted)
+# False negatives: 381553 23.197% (43.532% of spam, 820766 weighted)
+# Average score for spam: 6.5 nonspam: 0.5
+# Average for false-pos: 5.8 false-neg: 2.2
+# TOTAL: 1644832 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 95080 99.54%
-# Correctly spam: 61708 59.43%
-# False positives: 436 0.46%
-# False negatives: 42119 40.57%
-# TCR(l=50): 1.624353 SpamRecall: 59.433% SpamPrec: 99.298%
+# Correctly non-spam: 95340 99.53%
+# Correctly spam: 61922 56.60%
+# False positives: 451 0.47%
+# False negatives: 47480 43.40%
+# TCR(l=50): 1.562216 SpamRecall: 56.600% SpamPrec: 99.277%
##### 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: 755390 98.61%
-# Correctly spam: 335414 40.27%
-# False positives: 10612 1.39%
-# False negatives: 497439 59.73%
-# TCR(l=50): 0.810138 SpamRecall: 40.273% SpamPrec: 96.933%
+# Correctly non-spam: 757733 98.62%
+# Correctly spam: 338619 38.63%
+# False positives: 10607 1.38%
+# False negatives: 537873 61.37%
+# TCR(l=50): 0.820514 SpamRecall: 38.633% SpamPrec: 96.963%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 94153 98.57%
-# Correctly spam: 41815 40.27%
-# False positives: 1363 1.43%
-# False negatives: 62012 59.73%
-# TCR(l=50): 0.797675 SpamRecall: 40.274% SpamPrec: 96.843%
+# Correctly non-spam: 94426 98.58%
+# Correctly spam: 42138 38.52%
+# False positives: 1365 1.42%
+# False negatives: 67264 61.48%
+# TCR(l=50): 0.807311 SpamRecall: 38.517% SpamPrec: 96.862%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1877282&r1=1877281&r2=1877282&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat May 2 05:40:38 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 750451 52.791% (98.886% of non-spam corpus)
-# Correctly spam: 567789 39.942% (85.687% of spam corpus)
-# False positives: 8457 0.595% (1.114% of nonspam, 588823 weighted)
-# False negatives: 94842 6.672% (14.313% of spam, 205607 weighted)
-# Average score for spam: 15.0 nonspam: -1.3
+# Correctly non-spam: 750482 52.795% (98.890% of non-spam corpus)
+# Correctly spam: 567680 39.935% (85.674% of spam corpus)
+# False positives: 8421 0.592% (1.110% of nonspam, 587895 weighted)
+# False negatives: 94928 6.678% (14.326% of spam, 205845 weighted)
+# Average score for spam: 15.1 nonspam: -1.3
# Average for false-pos: 8.0 false-neg: 2.2
-# TOTAL: 1421539 100.00%
+# TOTAL: 1421511 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 92679 97.92%
-# Correctly spam: 71043 85.94%
-# False positives: 1965 2.08%
-# False negatives: 11622 14.06%
-# TCR(l=50): 0.752375 SpamRecall: 85.941% SpamPrec: 97.309%
+# Correctly non-spam: 93526 98.82%
+# Correctly spam: 70937 85.81%
+# False positives: 1117 1.18%
+# False negatives: 11727 14.19%
+# TCR(l=50): 1.223256 SpamRecall: 85.814% SpamPrec: 98.450%
##### 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: 754259 99.39%
-# Correctly spam: 400383 60.42%
-# False positives: 4649 0.61%
-# False negatives: 262248 39.58%
-# TCR(l=50): 1.339466 SpamRecall: 60.423% SpamPrec: 98.852%
+# Correctly non-spam: 754277 99.39%
+# Correctly spam: 400403 60.43%
+# False positives: 4626 0.61%
+# False negatives: 262205 39.57%
+# TCR(l=50): 1.342657 SpamRecall: 60.428% SpamPrec: 98.858%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 94050 99.37%
-# Correctly spam: 49934 60.41%
-# False positives: 594 0.63%
-# False negatives: 32731 39.59%
-# TCR(l=50): 1.324102 SpamRecall: 60.405% SpamPrec: 98.824%
+# Correctly non-spam: 94043 99.37%
+# Correctly spam: 49878 60.34%
+# False positives: 600 0.63%
+# False negatives: 32786 39.66%
+# TCR(l=50): 1.316599 SpamRecall: 60.338% SpamPrec: 98.811%