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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/02/19 05:54:50 UTC
svn commit: r1874182 [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=1874182&r1=1874181&r2=1874182&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Feb 19 05:54:50 2020
@@ -3,215 +3,215 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.986
-score ADMITS_SPAM 1.621
-score ADVANCE_FEE_2_NEW_MONEY 1.361
-score ADVANCE_FEE_3_NEW 3.352
-score ADVANCE_FEE_3_NEW_MONEY 0.453
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.499
-score ADVANCE_FEE_4_NEW_MONEY 1.049
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.332
+score AC_FROM_MANY_DOTS 2.982
+score ADMITS_SPAM 1.654
+score ADVANCE_FEE_2_NEW_MONEY 1.319
+score ADVANCE_FEE_3_NEW 3.457
+score ADVANCE_FEE_3_NEW_MONEY 0.001
+score ADVANCE_FEE_4_NEW_FRM_MNY 2.509
+score ADVANCE_FEE_4_NEW_MONEY 2.800
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.004
score AD_PREFS 0.499
-score AMAZON_IMG_NOT_RCVD_AMZN 1.506
+score AMAZON_IMG_NOT_RCVD_AMZN 1.487
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 1.271
-score BITCOIN_EXTORT_01 2.423
-score BITCOIN_MALWARE 1.266
-score BITCOIN_PAY_ME 2.103
+score BITCOIN_DEADLINE 1.352
+score BITCOIN_EXTORT_01 2.947
+score BITCOIN_MALWARE 2.080
+score BITCOIN_PAY_ME 2.172
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_05 2.500
-score BITCOIN_SPAM_07 3.499
+score BITCOIN_SPAM_07 3.496
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 1.999
-score BODY_SINGLE_URI 1.783
-score BODY_SINGLE_WORD 1.389
-score BODY_URI_ONLY 0.999
-score BOGUS_MIME_VERSION 0.520
-score BOGUS_MSM_HDRS 0.408
+score BODY_EMPTY 0.795
+score BODY_SINGLE_URI 0.421
+score BODY_SINGLE_WORD 1.715
+score BODY_URI_ONLY 0.998
+score BOGUS_MIME_VERSION 0.820
+score BOGUS_MSM_HDRS 0.769
score CANT_SEE_AD 2.499
-score CK_HELO_DYNAMIC_SPLIT_IP 0.001 # force non-zero
-score CK_HELO_GENERIC 0.249
-score CTE_8BIT_MISMATCH 0.999
+score CK_HELO_DYNAMIC_SPLIT_IP 0.001
+score CK_HELO_GENERIC 0.248
+score CTE_8BIT_MISMATCH 0.998
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 2.294
+score DKIMWL_BL 2.303
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DKIMWL_WL_MEDHI -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER 1.305
-score DSN_NO_MIMEVERSION 1.999
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DKIMWL_WL_MEDHI -0.001 # force non-zero
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.739
+score DSN_NO_MIMEVERSION 1.997
score DX_TEXT_03 1.799
-score END_FUTURE_EMAILS 2.499
+score END_FUTURE_EMAILS 2.497
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.599
-score FORGED_SPF_HELO 1.347
+score FORGED_RELAY_MUA_TO_MX 3.497
+score FORGED_SPF_HELO 1.180
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 1.999
-score FROM_ADDR_WS 2.397
+score FROM_2_EMAILS_SHORT 1.997
+score FROM_ADDR_WS 2.405
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.799
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.798
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.345
+score FROM_GOV_SPOOF 0.346
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.622
+score FROM_MISSP_DYNIP 2.187
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.001 # force non-zero
+score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.379
-score FROM_NTLD_LINKBAIT 1.999
-score FROM_NTLD_REPLY_FREEMAIL 0.898
+score FROM_NAME_EQ_TO_G_DRIVE 0.527
+score FROM_NTLD_LINKBAIT 1.972
+score FROM_NTLD_REPLY_FREEMAIL 0.993
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.422
-score FROM_UNBAL2 2.599
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.423
+score FROM_UNBAL2 2.596
score FSL_BULK_SIG 0.001 # force non-zero
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 1.777
+score FSL_HELO_FAKE 1.776
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 2.151
+score FSL_THIS_IS_ADV 2.094
score FUZZY_BITCOIN 2.699
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 2.077
+score GB_BITCOIN_NH 1.549
score GB_FREEMAIL_DISPTO 0.001
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUR 0.658
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
+score GB_GOOGLE_OBFUR 0.375
score GB_GOOGLE_OBFUS 0.749
-score GB_WP_FILELINK 0.001
-score GOOG_REDIR_HTML_ONLY 1.154
+score GB_WP_FILELINK 1.999
+score GOOG_REDIR_HTML_ONLY 0.772
score GOOG_REDIR_NORDNS 2.999
-score HDRS_LCASE 0.100
+score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.099
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.959
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 1.959
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_MISC_IP 0.015
score HELO_NO_DOMAIN 0.001
-score HK_LOTTO 1.000
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 1.000
-score HK_RCVD_IP_MULTICAST 0.001
-score HK_SCAM 1.999
-score HOSTED_IMG_DIRECT_MX 2.595
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.500
-score HTML_TAG_BALANCE_CENTER 2.938
+score HK_LOTTO 0.999
+score HK_NAME_MR_MRS 0.998
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
+score HK_RCVD_IP_MULTICAST 0.427
+score HK_SCAM 1.997
+score HOSTED_IMG_DIRECT_MX 2.944
+score HTML_OFF_PAGE 2.996
+score HTML_SINGLET_MANY 1.144
+score HTML_TAG_BALANCE_CENTER 2.923
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.221
-score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 2.815
-score KHOP_FAKE_EBAY 0.709
+score HTML_TEXT_INVISIBLE_STYLE 1.248
+score IMG_ONLY_FM_DOM_INFO 2.497
+score KB_FORGED_MOZ4 0.001
+score KHOP_FAKE_EBAY 0.651
score KHOP_HELO_FCRDNS 0.275
-score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 2.552
-score LONG_HEX_URI 2.113
-score LONG_IMG_URI 1.377
+score LIST_PARTIAL_SHORT_MSG 2.498
+score LIST_PRTL_SAME_USER 2.493
+score LONG_HEX_URI 2.403
+score LONG_IMG_URI 1.036
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.477
-score MALF_HTML_B64 1.353
-score MALWARE_NORDNS 2.698
-score MALWARE_PASSWORD 1.231
-score MAY_BE_FORGED 1.496
-score MILLION_HUNDRED 1.884
+score MALFORMED_FREEMAIL 1.628
+score MALF_HTML_B64 1.543
+score MALWARE_NORDNS 2.916
+score MALWARE_PASSWORD 1.192
+score MAY_BE_FORGED 1.452
+score MILLION_HUNDRED 0.869
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_ES 2.399
+score MIXED_ES 2.397
score MONEY_ATM_CARD 0.001
-score MONEY_FORM 0.001 # force non-zero
-score MONEY_FORM_SHORT 2.026
-score MONEY_FRAUD_3 0.001
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 2.065
+score MONEY_FRAUD_3 0.859
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.250
+score MONEY_FRAUD_8 2.657
score MONEY_FROM_41 1.999
-score NORDNS_LOW_CONTRAST 2.499
-score NO_FM_NAME_IP_HOSTN 1.843
+score NORDNS_LOW_CONTRAST 2.471
+score NO_FM_NAME_IP_HOSTN 1.820
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 3.000
-score PDS_BTC_ID 0.500
+score OBFU_BITCOIN 2.999
+score PDS_BTC_ID 0.498
score PDS_BTC_MSGID 0.999
-score PDS_DBL_URL_ILLEGAL_CHARS 0.001
-score PDS_DBL_URL_TNB_RUNON 1.862
-score PDS_EMPTYSUBJ_URISHRT 1.398
+score PDS_DBL_URL_ILLEGAL_CHARS 0.461
+score PDS_DBL_URL_TNB_RUNON 0.689
+score PDS_EMPTYSUBJ_URISHRT 1.498
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.540
+score PDS_FROM_2_EMAILS 1.474
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 0.240
-score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_HELO_SPF_FAIL 0.246
+score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.999
-score PDS_OTHER_BAD_TLD 1.999
+score PDS_OTHER_BAD_TLD 1.997
score PDS_PHPEXP_BOT 1.499
-score PDS_PHPE_URISHORTENER 2.000
-score PDS_PHP_EVAL 1.500
-score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 1.999
-score PDS_TINYSUBJ_URISHRT 1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.244
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.898
+score PDS_PHPE_URISHORTENER 1.999
+score PDS_PHP_EVAL 1.498
+score PDS_SHORTFWD_URISHRT 1.498
+score PDS_SHORT_BOGUS_MSM_HDRS 0.721
+score PDS_TINYSUBJ_URISHRT 1.498
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.249
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
-score PDS_TO_EQ_FROM_NAME 0.082
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
+score PDS_TO_EQ_FROM_NAME 0.001
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.846
-score RDNS_NUM_TLD_XM 1.268
-score RISK_FREE 0.467
-score SERGIO_SUBJECT_PORN014 4.099
-score SERGIO_SUBJECT_VIAGRA01 0.001
+score RDNS_NUM_TLD_ATCHNX 2.769
+score RDNS_NUM_TLD_XM 2.085
+score RISK_FREE 0.466
+score SERGIO_SUBJECT_PORN014 4.199
+score SERGIO_SUBJECT_VIAGRA01 2.235
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
-score SHORT_BODY_G_DRIVE_DYN 0.268
-score SHORT_IMG_SUSP_NTLD 0.001
-score SHORT_SHORTNER 1.999
+score SHORT_BODY_G_DRIVE_DYN 0.839
+score SHORT_IMG_SUSP_NTLD 1.261
+score SHORT_SHORTNER 1.997
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 2.000
-score SPOOFED_FREEMAIL_NO_RDNS 1.499
-score SPOOFED_FREEM_REPTO 2.500
-score STATIC_XPRIO_OLE 0.761
-score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.750
-score SUBJ_OBFU_PUNCT_MANY 1.749
+score SPOOFED_FREEMAIL 1.997
+score SPOOFED_FREEMAIL_NO_RDNS 1.498
+score SPOOFED_FREEM_REPTO 1.996
+score STATIC_XPRIO_OLE 1.759
+score STOCK_LOW_CONTRAST 2.497
+score SUBJ_OBFU_PUNCT_FEW 0.748
+score SUBJ_OBFU_PUNCT_MANY 1.747
score TEQF_USR_POLITE 0.001
-score THIS_AD 2.099
-score THIS_IS_ADV_SUSP_NTLD 0.981
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.505
+score THIS_AD 2.197
+score THIS_IS_ADV_SUSP_NTLD 1.372
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
+score TO_EQ_FM_DIRECT_MX 1.500
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.162
-score TO_EQ_FM_DOM_SPF_FAIL 0.741
-score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 0.837
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.238
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 0.834
-score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.345
-score TO_NO_BRKTS_NORDNS_HTML 1.279
+score TO_EQ_FM_DOM_HTML_ONLY 1.225
+score TO_EQ_FM_DOM_SPF_FAIL 1.237
+score TO_EQ_FM_HTML_ONLY 0.001 # force non-zero
+score TO_EQ_FM_SPF_FAIL 0.089
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 0.001
+score TO_NO_BRKTS_FROM_MSSP 1.771
+score TO_NO_BRKTS_HTML_IMG 0.825
+score TO_NO_BRKTS_HTML_ONLY 1.997
+score TO_NO_BRKTS_MSFT 2.497
+score TO_NO_BRKTS_NORDNS_HTML 1.278
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.130
+score TVD_SPACE_RATIO_MINFP 1.131
score UNICODE_OBFU_ASC 2.499
-score UPGRADE_MAILBOX 1.009
+score UPGRADE_MAILBOX 1.245
score URI_BUFFLY 1.999
-score URI_GOOGLE_PROXY 2.399
-score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 3.101
-score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.999
+score URI_GOOGLE_PROXY 2.397
+score URI_ONLY_MSGID_MALF 0.209
+score URI_PHISH 3.085
+score URI_PHP_REDIR 3.496
+score URI_TRY_3LD 1.997
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
+score URI_WP_HACKED 3.496
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 2.257
-score XPRIO_URL_SHORTNER 0.251
+score XPRIO_SHORT_SUBJ 2.249
+score XPRIO_URL_SHORTNER 0.502
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=1874182&r1=1874181&r2=1874182&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Feb 19 05:54:50 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 739637 50.388% (99.574% of non-spam corpus)
-# Correctly spam: 573543 39.073% (79.101% of spam corpus)
-# False positives: 3162 0.215% (0.426% of nonspam, 87915 weighted)
-# False negatives: 151531 10.323% (20.899% of spam, 360653 weighted)
-# Average score for spam: 10.4 nonspam: 0.6
+# Correctly non-spam: 754880 45.284% (99.497% of non-spam corpus)
+# Correctly spam: 756591 45.386% (83.297% of spam corpus)
+# False positives: 3820 0.229% (0.503% of nonspam, 130576 weighted)
+# False negatives: 151714 9.101% (16.703% of spam, 359603 weighted)
+# Average score for spam: 11.9 nonspam: 0.6
# Average for false-pos: 5.7 false-neg: 2.4
-# TOTAL: 1467873 100.00%
+# TOTAL: 1667005 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 92240 99.56%
-# Correctly spam: 71577 79.18%
-# False positives: 408 0.44%
-# False negatives: 18816 20.82%
-# TCR(l=50): 2.305003 SpamRecall: 79.184% SpamPrec: 99.433%
+# Correctly non-spam: 94106 99.46%
+# Correctly spam: 94570 83.42%
+# False positives: 515 0.54%
+# False negatives: 18791 16.58%
+# TCR(l=50): 2.545093 SpamRecall: 83.424% SpamPrec: 99.458%
##### 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: 728485 98.07%
-# Correctly spam: 285800 39.42%
-# False positives: 14314 1.93%
-# False negatives: 439274 60.58%
-# TCR(l=50): 0.627784 SpamRecall: 39.417% SpamPrec: 95.230%
+# Correctly non-spam: 744239 98.09%
+# Correctly spam: 473829 52.17%
+# False positives: 14461 1.91%
+# False negatives: 434476 47.83%
+# TCR(l=50): 0.784695 SpamRecall: 52.166% SpamPrec: 97.038%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 90842 98.05%
-# Correctly spam: 35506 39.28%
-# False positives: 1806 1.95%
-# False negatives: 54887 60.72%
-# TCR(l=50): 0.622597 SpamRecall: 39.280% SpamPrec: 95.160%
+# Correctly non-spam: 92816 98.09%
+# Correctly spam: 59114 52.15%
+# False positives: 1805 1.91%
+# False negatives: 54247 47.85%
+# TCR(l=50): 0.784521 SpamRecall: 52.147% SpamPrec: 97.037%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1874182&r1=1874181&r2=1874182&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Feb 19 05:54:50 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 744195 52.117% (98.358% of non-spam corpus)
-# Correctly spam: 582089 40.764% (86.707% of spam corpus)
-# False positives: 12422 0.870% (1.642% of nonspam, 936525 weighted)
-# False negatives: 89237 6.249% (13.293% of spam, 154839 weighted)
-# Average score for spam: 16.6 nonspam: -2.4
+# Correctly non-spam: 744173 52.119% (98.358% of non-spam corpus)
+# Correctly spam: 581728 40.742% (86.664% of spam corpus)
+# False positives: 12420 0.870% (1.642% of nonspam, 936249 weighted)
+# False negatives: 89515 6.269% (13.336% of spam, 156180 weighted)
+# Average score for spam: 16.2 nonspam: -2.4
# Average for false-pos: 8.5 false-neg: 1.7
-# TOTAL: 1427943 100.00%
+# TOTAL: 1427836 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 92834 98.38%
-# Correctly spam: 72491 86.52%
-# False positives: 1532 1.62%
-# False negatives: 11290 13.48%
-# TCR(l=50): 0.953248 SpamRecall: 86.524% SpamPrec: 97.930%
+# Correctly non-spam: 92852 98.40%
+# Correctly spam: 72452 86.49%
+# False positives: 1510 1.60%
+# False negatives: 11315 13.51%
+# TCR(l=50): 0.964891 SpamRecall: 86.492% SpamPrec: 97.958%
##### 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: 754231 99.68%
-# Correctly spam: 345168 51.42%
-# False positives: 2386 0.32%
-# False negatives: 326158 48.58%
-# TCR(l=50): 1.507047 SpamRecall: 51.416% SpamPrec: 99.313%
+# Correctly non-spam: 754220 99.69%
+# Correctly spam: 344958 51.39%
+# False positives: 2373 0.31%
+# False negatives: 326285 48.61%
+# TCR(l=50): 1.508632 SpamRecall: 51.391% SpamPrec: 99.317%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 94059 99.67%
-# Correctly spam: 42680 50.94%
-# False positives: 307 0.33%
-# False negatives: 41101 49.06%
-# TCR(l=50): 1.484137 SpamRecall: 50.942% SpamPrec: 99.286%
+# Correctly non-spam: 94041 99.66%
+# Correctly spam: 42825 51.12%
+# False positives: 321 0.34%
+# False negatives: 40942 48.88%
+# TCR(l=50): 1.469803 SpamRecall: 51.124% SpamPrec: 99.256%