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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/01/02 04:24:50 UTC
svn commit: r1872233 [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=1872233&r1=1872232&r2=1872233&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jan 2 04:24:50 2020
@@ -2,207 +2,203 @@
# ham-net-axb-coi-bulk.r1872047.log ham-net-axb-generic.r1872047.log ham-net-axb-ham-misc.r1872047.log ham-net-darxus.r1872047.log ham-net-ena-week4.r1872047.log ham-net-grenier.r1872047.log ham-net-hege.r1872047.log ham-net-jarif.r1872047.log ham-net-llanga.r1872047.log ham-net-mmiroslaw-mails-ham.r1872047.log ham-net-mmiroslaw-mails-spam.r1872047.log ham-net-npiazzi.r1872047.log ham-net-pds.r1872047.log ham-net-sihde.r1872047.log ham-net-spamsponge.r1872047.log ham-net-thendrikx.r1872047.log spam-net-axb-coi-bulk.r1872047.log spam-net-axb-generic.r1872047.log spam-net-axb-ham-misc.r1872047.log spam-net-darxus.r1872047.log spam-net-ena-week4.r1872047.log spam-net-grenier.r1872047.log spam-net-hege.r1872047.log spam-net-jarif.r1872047.log spam-net-llanga.r1872047.log spam-net-mmiroslaw-mails-ham.r1872047.log spam-net-mmiroslaw-mails-spam.r1872047.log spam-net-npiazzi.r1872047.log spam-net-pds.r1872047.log spam-net-sihde.r1872047.log spam-net-spamsponge.r1872047.log spam-net-thendrik
x.r1872047.log
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.708
-score ADMITS_SPAM 1.861
-score ADVANCE_FEE_2_NEW_MONEY 0.539
-score ADVANCE_FEE_3_NEW_MONEY 2.410
-score ADVANCE_FEE_4_NEW 2.154
-score ADVANCE_FEE_4_NEW_FORM 1.584
+score AC_FROM_MANY_DOTS 2.709
+score ADMITS_SPAM 1.716
+score ADVANCE_FEE_2_NEW_MONEY 0.674
+score ADVANCE_FEE_3_NEW_MONEY 2.415
+score ADVANCE_FEE_4_NEW 2.599
+score ADVANCE_FEE_4_NEW_FORM 0.300
score ADVANCE_FEE_4_NEW_MONEY 2.899
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.474
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.022
+score ADVANCE_FEE_5_NEW_MONEY 0.482
score AD_PREFS 0.499
score ALIBABA_IMG_NOT_RCVD_ALI 2.499
score AMAZON_IMG_NOT_RCVD_AMZN 1.939
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.854
-score BIGNUM_EMAILS 1.494
-score BITCOIN_DEADLINE 2.914
-score BITCOIN_EXTORT_01 1.799
-score BITCOIN_MALWARE 2.208
-score BITCOIN_SPAM_02 1.402
-score BITCOIN_SPAM_05 0.320
-score BITCOIN_SPAM_07 2.638
-score BITCOIN_SPAM_08 0.603
+score AXB_XMAILER_MIMEOLE_OL_024C2 2.197
+score BIGNUM_EMAILS 2.736
+score BITCOIN_DEADLINE 2.915
+score BITCOIN_EXTORT_01 1.980
+score BITCOIN_MALWARE 2.213
+score BITCOIN_SPAM_02 2.074
+score BITCOIN_SPAM_05 1.004
+score BITCOIN_SPAM_07 2.871
+score BITCOIN_SPAM_08 0.428
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 1.304
-score BODY_SINGLE_URI 1.100
-score BODY_SINGLE_WORD 1.395
-score BODY_URI_ONLY 0.999
+score BODY_EMPTY 0.001
+score BODY_SINGLE_URI 1.726
+score BODY_SINGLE_WORD 2.300
+score BODY_URI_ONLY 1.000
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.853
+score BOGUS_MSM_HDRS 2.705
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.250
-score DEAR_BENEFICIARY 2.700
-score DKIMWL_BL 1.773
+score CK_HELO_GENERIC 0.249
+score DEAR_BENEFICIARY 2.769
+score DKIMWL_BL 1.769
score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001 # force non-zero
-score DOS_RCVD_IP_TWICE_B 2.429
-score DRUGS_ERECTILE_SHORT_SHORTNER 1.353
-score EBAY_IMG_NOT_RCVD_EBAY 2.002
-score END_FUTURE_EMAILS 2.499
-score FILL_THIS_FORM 0.209
-score FORGED_RELAY_MUA_TO_MX 1.868
-score FORGED_SPF_HELO 0.761
+score DOS_RCVD_IP_TWICE_B 2.506
+score DRUGS_ERECTILE_SHORT_SHORTNER 1.135
+score EBAY_IMG_NOT_RCVD_EBAY 0.765
+score END_FUTURE_EMAILS 1.399
+score FILL_THIS_FORM 0.001
+score FORGED_RELAY_MUA_TO_MX 1.745
+score FORGED_SPF_HELO 0.459
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FORM_FRAUD_5 0.001 # force non-zero
+score FOUND_YOU 3.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.151
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 1.554
-score FROM_ADDR_WS 0.466
+score FROM_2_EMAILS_SHORT 1.309
+score FROM_ADDR_WS 0.001
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 1.095
+score FROM_MISSPACED 1.327
score FROM_MISSP_DYNIP 3.099
-score FROM_MISSP_EH_MATCH 2.000
-score FROM_MISSP_FREEMAIL 1.408
-score FROM_MISSP_MSFT 2.879
+score FROM_MISSP_EH_MATCH 1.999
+score FROM_MISSP_FREEMAIL 1.543
+score FROM_MISSP_MSFT 0.147
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 2.263
-score FROM_MISSP_USER 0.601
-score FROM_MISSP_XPRIO 0.119
-score FROM_NTLD_REPLY_FREEMAIL 0.560
-score FROM_PAYPAL_SPOOF 1.007
-score FROM_SUSPICIOUS_NTLD 0.245
-score FROM_SUSPICIOUS_NTLD_FP 1.618
+score FROM_MISSP_TO_UNDISC 2.499
+score FROM_MISSP_USER 2.231
+score FROM_MISSP_XPRIO 2.072
+score FROM_NTLD_REPLY_FREEMAIL 1.036
+score FROM_PAYPAL_SPOOF 1.600
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.513
score FROM_WSP_LEAD 0.001
-score FROM_WSP_TRAIL 0.001
-score FSL_BULK_SIG 0.940
-score FSL_CTYPE_WIN1251 2.461
-score FSL_HELO_FAKE 1.799
+score FROM_WSP_TRAIL 0.140
+score FSL_BULK_SIG 0.938
+score FSL_CTYPE_WIN1251 0.977
+score FSL_HELO_FAKE 1.798
score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 1.238
+score FSL_THIS_IS_ADV 1.384
score FUZZY_CLICK_HERE 2.899
-score GB_BITCOIN_CP 2.800
+score GB_BITCOIN_CP 2.144
score GB_BITCOIN_NH 2.999
-score GB_FREEMAIL_DISPTO 0.254
-score GB_GOOGLE_OBFUS 0.750
-score GOOG_REDIR_HTML_ONLY 1.318
+score GB_FREEMAIL_DISPTO 0.499
+score GB_GOOGLE_OBFUS 0.749
+score GOOG_REDIR_HTML_ONLY 1.550
score GOOG_REDIR_NORDNS 2.799
score HDRS_LCASE 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 0.001 # force non-zero
-score HELO_NO_DOMAIN 0.925
-score HK_GOLDDUST 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 3.500
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.167
+score HELO_NO_DOMAIN 1.004
+score HK_GOLDDUST 2.610
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.506
+score HK_RANDOM_REPLYTO 1.000
+score HK_RCVD_IP_MULTICAST 0.507
score HK_SCAM 1.999
-score HK_WIN 0.406
-score HOSTED_IMG_DIRECT_MX 0.123
-score HOSTED_IMG_MULTI 1.317
-score HTML_OFF_PAGE 1.068
-score HTML_SINGLET_MANY 1.490
+score HK_WIN 0.536
+score HOSTED_IMG_DIRECT_MX 0.717
+score HOSTED_IMG_MULTI 1.724
+score HTML_OFF_PAGE 1.067
+score HTML_SINGLET_MANY 1.483
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 2.037
+score HTML_TEXT_INVISIBLE_STYLE 1.830
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 3.986
-score KHOP_FAKE_EBAY 0.455
-score KHOP_HELO_FCRDNS 0.276
+score KB_FORGED_MOZ4 2.898
+score KHOP_FAKE_EBAY 0.071
+score KHOP_HELO_FCRDNS 0.275
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.004
-score LITECOIN_EXTORT_01 0.657
-score LONG_HEX_URI 2.611
-score LONG_IMG_URI 1.309
+score LIST_PRTL_SAME_USER 0.001
+score LITECOIN_EXTORT_01 1.781
+score LONG_HEX_URI 2.491
+score LONG_IMG_URI 1.372
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 1.499
-score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.055
-score MALF_HTML_B64 1.213
-score MALWARE_NORDNS 2.738
-score MALWARE_PASSWORD 3.183
+score LOTTO_AGENT 1.193
+score MALFORMED_FREEMAIL 1.239
+score MALF_HTML_B64 3.499
+score MALWARE_NORDNS 3.222
+score MALWARE_PASSWORD 3.499
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 1.728
+score MILLION_HUNDRED 1.789
score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_ES 2.399
-score MONEY_FORM 0.252
-score MONEY_FORM_SHORT 2.450
+score MIXED_ES 2.400
+score MONEY_FORM 0.461
+score MONEY_FORM_SHORT 2.426
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.127
+score MONEY_FRAUD_8 3.099
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score NORDNS_LOW_CONTRAST 1.774
-score NO_FM_NAME_IP_HOSTN 0.897
-score NSL_RCVD_FROM_USER 0.098
-score NSL_RCVD_HELO_USER 1.671
-score NUMBERONLY_BITCOIN_EXP 1.999
-score OBFU_BITCOIN 2.999
+score NORDNS_LOW_CONTRAST 1.894
+score NO_FM_NAME_IP_HOSTN 0.734
+score NSL_RCVD_FROM_USER 0.447
+score NSL_RCVD_HELO_USER 0.268
+score OBFU_BITCOIN 2.923
score ONLINE_MKTG_CNSLT 2.899
-score PDS_BTC_ID 0.499
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.999
-score PDS_DBL_URL_TNB_RUNON 0.641
+score PDS_DBL_URL_TNB_RUNON 1.109
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.169
-score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HP_HELO_NORDNS 0.001
-score PDS_LTC_CP 3.000
+score PDS_FROM_2_EMAILS 2.415
+score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_LTC_CP 2.999
score PDS_LTC_HUSH 2.499
-score PDS_NAKED_TO_NUMERO 1.999
-score PDS_PHPEXP_BOT 1.484
-score PDS_PHPE_URISHORTENER 2.000
-score PDS_PHP_EVAL 1.500
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
+score PDS_PHPEXP_BOT 1.012
+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_SHORT 1.999
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.001 # force non-zero
+score PDS_TO_EQ_FROM_NAME 0.001
score PDS_X_PHP_WP_EXP 1.499
-score PHP_ORIG_SCRIPT 2.500
-score PP_MIME_FAKE_ASCII_TEXT 1.000
-score RATWARE_NO_RDNS 1.918
+score PHP_ORIG_SCRIPT 2.499
+score PP_MIME_FAKE_ASCII_TEXT 0.999
+score RATWARE_NO_RDNS 2.064
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 0.381
-score RISK_FREE 0.349
-score SERGIO_SUBJECT_PORN014 2.899
+score RDNS_NUM_TLD_XM 0.661
+score RISK_FREE 1.401
+score SERGIO_SUBJECT_PORN014 2.999
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORT_IMG_SUSP_NTLD 0.601
+score SHORT_IMG_SUSP_NTLD 0.415
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.468
+score SPOOFED_FREEMAIL_NO_RDNS 0.001 # force non-zero
score SPOOFED_FREEM_REPTO 1.998
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 1.160
-score SUBJ_UNNEEDED_HTML 2.442
+score SUBJ_OBFU_PUNCT_MANY 1.273
+score SUBJ_UNNEEDED_HTML 1.633
score TEQF_USR_POLITE 0.001
score THIS_AD 1.899
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.811
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.499
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.769
+score TO_EQ_FM_DIRECT_MX 1.303
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.686
-score TO_EQ_FM_DOM_SPF_FAIL 0.824
-score TO_EQ_FM_HTML_ONLY 0.600
+score TO_EQ_FM_DOM_HTML_ONLY 0.621
+score TO_EQ_FM_DOM_SPF_FAIL 1.210
+score TO_EQ_FM_HTML_ONLY 0.668
score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.991
+score TO_NAME_SUBJ_NO_RDNS 2.754
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 1.999
-score TO_NO_BRKTS_PCNT 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.729
+score TO_NO_BRKTS_PCNT 2.482
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.499
-score UPGRADE_MAILBOX 1.599
+score TVD_SPACE_RATIO_MINFP 2.500
+score UPGRADE_MAILBOX 1.600
score URI_GOOGLE_PROXY 2.399
-score URI_ONLY_MSGID_MALF 1.999
+score URI_ONLY_MSGID_MALF 2.000
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.120
-score URI_WPADMIN 2.499
+score URI_TRY_3LD 1.018
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
+score URI_WP_HACKED 3.500
+score URI_WP_HACKED_2 2.500
score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
score AC_BR_BONANZA 0.001
@@ -301,7 +297,6 @@ score SPOOFED_FREEM_REPTO_RUS 1.0
score STOCK_TIP 1.000
score SUSPNTLD_EXPIRATION_EXTORT 1.000
score SYSADMIN 1.000
-score TAB_IN_FROM 0.500
score THIS_IS_ADV_SUSP_NTLD 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1872233&r1=1872232&r2=1872233&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jan 2 04:24:50 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 573441 68.362% (99.647% of non-spam corpus)
-# Correctly spam: 176114 20.995% (66.873% of spam corpus)
-# False positives: 2030 0.242% (0.353% of nonspam, 27802 weighted)
-# False negatives: 87240 10.400% (33.127% of spam, 185613 weighted)
-# Average score for spam: 8.8 nonspam: 0.6
+# Correctly non-spam: 571879 68.395% (99.661% of non-spam corpus)
+# Correctly spam: 176106 21.062% (67.134% of spam corpus)
+# False positives: 1948 0.233% (0.339% of nonspam, 26537 weighted)
+# False negatives: 86214 10.311% (32.866% of spam, 184842 weighted)
+# Average score for spam: 9.0 nonspam: 0.5
# Average for false-pos: 6.0 false-neg: 2.1
-# TOTAL: 838825 100.00%
+# TOTAL: 836147 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 71558 99.64%
-# Correctly spam: 22200 67.41%
-# False positives: 262 0.36%
-# False negatives: 10733 32.59%
-# TCR(l=50): 1.381824 SpamRecall: 67.410% SpamPrec: 98.834%
+# Correctly non-spam: 71341 99.61%
+# Correctly spam: 22120 67.45%
+# False positives: 278 0.39%
+# False negatives: 10674 32.55%
+# TCR(l=50): 1.334500 SpamRecall: 67.451% SpamPrec: 98.759%
##### 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: 566600 98.46%
-# Correctly spam: 97850 37.16%
-# False positives: 8871 1.54%
-# False negatives: 165504 62.84%
-# TCR(l=50): 0.432398 SpamRecall: 37.155% SpamPrec: 91.688%
+# Correctly non-spam: 564997 98.46%
+# Correctly spam: 97743 37.26%
+# False positives: 8830 1.54%
+# False negatives: 164577 62.74%
+# TCR(l=50): 0.432816 SpamRecall: 37.261% SpamPrec: 91.715%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 70722 98.47%
-# Correctly spam: 12105 36.76%
-# False positives: 1098 1.53%
-# False negatives: 20828 63.24%
-# TCR(l=50): 0.434885 SpamRecall: 36.756% SpamPrec: 91.684%
+# Correctly non-spam: 70559 98.52%
+# Correctly spam: 12328 37.59%
+# False positives: 1060 1.48%
+# False negatives: 20466 62.41%
+# TCR(l=50): 0.446383 SpamRecall: 37.592% SpamPrec: 92.082%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1872233&r1=1872232&r2=1872233&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jan 2 04:24:50 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 557326 68.571% (99.907% of non-spam corpus)
-# Correctly spam: 222541 27.380% (87.296% of spam corpus)
-# False positives: 520 0.064% (0.093% of nonspam, 15145 weighted)
-# False negatives: 32386 3.985% (12.704% of spam, 56613 weighted)
-# Average score for spam: 17.6 nonspam: -2.9
-# Average for false-pos: 6.4 false-neg: 1.7
-# TOTAL: 812773 100.00%
+# Correctly non-spam: 557306 68.575% (99.905% of non-spam corpus)
+# Correctly spam: 222452 27.372% (87.284% of spam corpus)
+# False positives: 530 0.065% (0.095% of nonspam, 15164 weighted)
+# False negatives: 32407 3.988% (12.716% of spam, 56819 weighted)
+# Average score for spam: 17.8 nonspam: -2.9
+# Average for false-pos: 6.3 false-neg: 1.8
+# TOTAL: 812695 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 69537 99.79%
-# Correctly spam: 27719 87.04%
-# False positives: 147 0.21%
-# False negatives: 4129 12.96%
-# TCR(l=50): 2.774458 SpamRecall: 87.035% SpamPrec: 99.472%
+# Correctly non-spam: 69602 99.88%
+# Correctly spam: 27701 87.01%
+# False positives: 81 0.12%
+# False negatives: 4136 12.99%
+# TCR(l=50): 3.889201 SpamRecall: 87.009% SpamPrec: 99.708%
##### 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: 555901 99.65%
-# Correctly spam: 164941 64.70%
-# False positives: 1945 0.35%
-# False negatives: 89986 35.30%
-# TCR(l=50): 1.361528 SpamRecall: 64.701% SpamPrec: 98.835%
+# Correctly non-spam: 555892 99.65%
+# Correctly spam: 164833 64.68%
+# False positives: 1944 0.35%
+# False negatives: 90026 35.32%
+# TCR(l=50): 1.361237 SpamRecall: 64.676% SpamPrec: 98.834%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 69433 99.64%
-# Correctly spam: 20487 64.33%
-# False positives: 251 0.36%
-# False negatives: 11361 35.67%
-# TCR(l=50): 1.331939 SpamRecall: 64.327% SpamPrec: 98.790%
+# Correctly non-spam: 69429 99.64%
+# Correctly spam: 20570 64.61%
+# False positives: 254 0.36%
+# False negatives: 11267 35.39%
+# TCR(l=50): 1.328368 SpamRecall: 64.610% SpamPrec: 98.780%