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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/06/03 05:13:15 UTC
svn commit: r1878420 [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=1878420&r1=1878419&r2=1878420&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Jun 3 05:13:15 2020
@@ -5,205 +5,209 @@ score AC_BR_BONANZA 0.0
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 0.757
-score ADVANCE_FEE_2_NEW_MONEY 0.953
-score ADVANCE_FEE_3_NEW 1.336
-score ADVANCE_FEE_3_NEW_MONEY 0.575
+score ADMITS_SPAM 0.774
+score ADVANCE_FEE_2_NEW_MONEY 0.949
+score ADVANCE_FEE_3_NEW 1.771
+score ADVANCE_FEE_3_NEW_MONEY 1.111
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_MONEY 2.377
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.198
-score AD_PREFS 0.001
+score ADVANCE_FEE_4_NEW_MONEY 2.451
+score ADVANCE_FEE_5_NEW_FRM_MNY 2.699
+score ADVANCE_FEE_5_NEW_MONEY 0.001
+score AD_PREFS 0.386
score APP_DEVELOPMENT_NORDNS 1.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 1.587
+score AXB_XMAILER_MIMEOLE_OL_024C2 1.276
score BITCOIN_EXTORT_01 0.001
-score BITCOIN_EXTORT_02 3.627
-score BITCOIN_SPAM_01 0.865
-score BITCOIN_SPAM_02 0.406
-score BITCOIN_SPAM_03 2.226
-score BITCOIN_SPAM_05 1.515
+score BITCOIN_EXTORT_02 2.974
+score BITCOIN_SPAM_01 0.289
+score BITCOIN_SPAM_02 1.019
+score BITCOIN_SPAM_03 2.270
+score BITCOIN_SPAM_05 1.928
score BITCOIN_SPAM_08 0.001
-score BODY_SINGLE_URI 2.135
+score BODY_SINGLE_URI 2.140
score BODY_SINGLE_WORD 0.001
-score BODY_URI_ONLY 0.999
-score BOGUS_MIME_VERSION 0.809
-score CK_HELO_DYNAMIC_SPLIT_IP 1.499
-score CK_HELO_GENERIC 0.250
-score CTE_8BIT_MISMATCH 0.896
-score CTYPE_NULL 2.699
-score DEAR_BENEFICIARY 0.730
-score DKIMWL_BL 1.773
+score BODY_URI_ONLY 0.998
+score BOGUS_MIME_VERSION 0.795
+score CK_HELO_DYNAMIC_SPLIT_IP 1.498
+score CK_HELO_GENERIC 0.248
+score CTE_8BIT_MISMATCH 0.895
+score CTYPE_NULL 2.696
+score DEAR_BENEFICIARY 0.296
+score DKIMWL_BL 1.770
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 0.499
-score END_FUTURE_EMAILS 1.795
-score FILL_THIS_FORM 0.340
-score FORGED_RELAY_MUA_TO_MX 3.298
-score FORGED_SPF_HELO 1.073
+score END_FUTURE_EMAILS 2.190
+score FILL_THIS_FORM 0.480
+score FORGED_RELAY_MUA_TO_MX 3.221
+score FORGED_SPF_HELO 1.146
score FORM_FRAUD 0.001
-score FORM_FRAUD_5 0.001 # force non-zero
+score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROM_2_EMAILS_SHORT 1.999
-score FROM_ADDR_WS 0.562
+score FREEMAIL_FORGED_FROMDOMAIN 0.248
+score FROM_2_EMAILS_SHORT 0.001
+score FROM_ADDR_WS 0.554
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
+score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM28 0.798
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.270
+score FROM_MISSP_DYNIP 3.044
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 2.089
+score FROM_MISSP_FREEMAIL 2.093
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
-score FROM_MISSP_TO_UNDISC 1.605
+score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_TO_UNDISC 0.844
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.770
+score FROM_NTLD_REPLY_FREEMAIL 0.524
score FROM_PAYPAL_SPOOF 0.001
-score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.017
-score FROM_WORDY 2.091
-score FSL_BULK_SIG 0.001 # force non-zero
-score FSL_CTYPE_WIN1251 0.577
-score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 1.920
+score FROM_SUSPICIOUS_NTLD 0.498
+score FROM_SUSPICIOUS_NTLD_FP 1.013
+score FROM_WORDY 2.088
+score FSL_BULK_SIG 0.001
+score FSL_CTYPE_WIN1251 0.001
+score FSL_NEW_HELO_USER 0.238
+score FUZZY_BITCOIN 1.599
score FUZZY_IMPORTANT 2.399
-score FUZZY_SECURITY 2.486
-score FUZZY_WALLET 2.306
+score FUZZY_SECURITY 2.488
+score FUZZY_WALLET 2.234
score GB_BITCOIN_CP 2.999
score GB_BITCOIN_NH 2.999
-score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOGLE_OBFUS 0.108
+score GB_FREEMAIL_DISPTO 0.498
+score GB_GOOGLE_OBFUS 0.001
score HDRS_LCASE 0.099
-score HDRS_LCASE_IMGONLY 0.100
+score HDRS_LCASE_IMGONLY 0.099
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 2.994
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.173
+score HDR_ORDER_FTSDMCXX_NORDNS 2.982
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.170
score HELO_NO_DOMAIN 0.001
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 1.115
-score HK_SCAM 1.993
-score HOSTED_IMG_FREEM 1.502
-score HOSTED_IMG_MULTI 1.510
-score HTML_FONT_TINY_NORDNS 0.001
+score HEXHASH_WORD 2.996
+score HK_NAME_MR_MRS 0.998
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.998
+score HK_RCVD_IP_MULTICAST 0.713
+score HK_SCAM 1.997
+score HOSTED_IMG_FREEM 1.499
+score HOSTED_IMG_MULTI 1.367
+score HTML_FONT_TINY_NORDNS 0.001 # force non-zero
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 1.250
-score HTML_TAG_BALANCE_CENTER 1.997
-score HTML_TEXT_INVISIBLE_STYLE 1.331
+score HTML_SINGLET_MANY 1.234
+score HTML_TAG_BALANCE_CENTER 1.854
+score HTML_TEXT_INVISIBLE_STYLE 1.361
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 4.099
-score KHOP_FAKE_EBAY 0.383
-score KHOP_HELO_FCRDNS 0.399
+score KB_FORGED_MOZ4 4.100
+score KHOP_FAKE_EBAY 0.001
+score KHOP_HELO_FCRDNS 0.398
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 2.517
-score LONG_HEX_URI 1.617
-score LONG_IMG_URI 0.464
+score LIST_PRTL_SAME_USER 1.848
+score LONG_HEX_URI 1.524
+score LONG_IMG_URI 0.957
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.297
-score MALF_HTML_B64 3.054
-score MANY_SPAN_IN_TEXT 3.519
+score MALFORMED_FREEMAIL 1.300
+score MALF_HTML_B64 3.258
+score MANY_SPAN_IN_TEXT 3.494
score MAY_BE_FORGED 0.001
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
-score MONEY_ATM_CARD 2.499
-score MONEY_FORM_SHORT 0.359
+score MIXED_ES 0.001
+score MONEY_ATM_CARD 2.399
+score MONEY_FORM_SHORT 0.110
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 1.404
+score MONEY_FRAUD_5 0.874
score MONEY_FRAUD_8 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MSM_PRIO_REPTO 1.635
-score NORDNS_LOW_CONTRAST 2.379
-score NO_FM_NAME_IP_HOSTN 0.335
-score NSL_RCVD_FROM_USER 0.049
+score MSM_PRIO_REPTO 1.047
+score NORDNS_LOW_CONTRAST 2.344
+score NO_FM_NAME_IP_HOSTN 0.301
+score NSL_RCVD_FROM_USER 0.701
score NSL_RCVD_HELO_USER 0.001
-score NUMBERONLY_BITCOIN_EXP 0.487
+score NUMBERONLY_BITCOIN_EXP 0.002
score OBFU_BITCOIN 0.001
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001 # force non-zero
-score PDS_BTC_NTLD 0.001
+score OBFU_TEXT_ATTACH 1.499
+score PDS_BTC_ID 0.498
+score PDS_BTC_MSGID 0.001
+score PDS_BTC_NTLD 1.999
score PDS_EMPTYSUBJ_URISHRT 0.001
score PDS_FREEMAIL_REPLYTO_URISHRT 0.001
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.799
-score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HP_HELO_NORDNS 0.020
-score PDS_NAKED_TO_NUMERO 1.999
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.250
-score PDS_OTHER_BAD_TLD 1.999
-score PDS_SHORTFWD_URISHRT 1.252
-score PDS_SHORT_SPOOFED_URL 1.905
+score PDS_FROM_2_EMAILS 1.797
+score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_HP_HELO_NORDNS 0.001
+score PDS_NAKED_TO_NUMERO 0.649
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.371
+score PDS_OTHER_BAD_TLD 1.997
+score PDS_SHORTFWD_URISHRT 1.498
+score PDS_SHORT_SPOOFED_URL 1.780
score PDS_TINYSUBJ_URISHRT 0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.143
-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 1.801
-score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.999
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.086
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.997
+score PDS_TONAME_EQ_TOLOCAL_SHORT 1.997
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.998
+score PDS_TO_EQ_FROM_NAME 0.034
+score PHP_ORIG_SCRIPT 2.497
+score PP_MIME_FAKE_ASCII_TEXT 0.998
score RATWARE_NO_RDNS 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 1.380
-score RDNS_NUM_TLD_XM 0.001 # force non-zero
+score RDNS_NUM_TLD_ATCHNX 2.547
+score RDNS_NUM_TLD_XM 1.503
score SCRIPT_GIBBERISH 3.099
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.418
-score SHORT_IMG_SUSP_NTLD 0.267
-score SHORT_SHORTNER 1.240
-score SINGLETS_LOW_CONTRAST 0.986
-score SPOOFED_FREEMAIL 1.999
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENER_SHORT_IMG 0.239
+score SHORT_IMG_SUSP_NTLD 0.435
+score SHORT_SHORTNER 0.987
+score SINGLETS_LOW_CONTRAST 0.999
+score SPOOFED_FREEMAIL 1.997
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.501
+score SPOOFED_FREEM_REPTO 1.889
score STATIC_XPRIO_OLE 1.999
-score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.586
-score SUBJ_OBFU_PUNCT_MANY 1.749
+score STOCK_LOW_CONTRAST 2.497
+score SUBJ_OBFU_PUNCT_FEW 0.697
+score SUBJ_OBFU_PUNCT_MANY 1.747
score SUSP_UTF8_WORD_MANY 2.999
-score THIS_AD 1.799
-score THIS_IS_ADV_SUSP_NTLD 0.001
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.499
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.509
-score TO_EQ_FM_DIRECT_MX 2.499
+score THIS_AD 1.797
+score THIS_IS_ADV_SUSP_NTLD 1.183
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.435
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.498
+score TO_EQ_FM_DIRECT_MX 2.497
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.199
-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 0.376
-score TO_IN_SUBJ 0.099
+score TO_EQ_FM_DOM_HTML_ONLY 1.098
+score TO_EQ_FM_DOM_SPF_FAIL 0.474
+score TO_EQ_FM_HTML_ONLY 0.763
+score TO_EQ_FM_SPF_FAIL 0.624
+score TO_IN_SUBJ 0.098
score TO_NAME_SUBJ_NO_RDNS 2.260
-score TO_NO_BRKTS_FROM_MSSP 2.229
-score TO_NO_BRKTS_HTML_IMG 0.838
-score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_FROM_MSSP 2.231
+score TO_NO_BRKTS_HTML_IMG 0.828
+score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.495
-score TO_NO_BRKTS_PCNT 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.496
+score TO_NO_BRKTS_PCNT 2.498
+score TVD_APPROVED 0.851
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 2.001
-score UNICODE_OBFU_ASC 1.035
-score UPGRADE_MAILBOX 1.186
+score TVD_SPACE_RATIO_MINFP 2.294
+score UNICODE_OBFU_ASC 1.038
+score UPGRADE_MAILBOX 0.001
score URI_DQ_UNSUB 2.299
score URI_GOOGLE_PROXY 2.084
score URI_IMG_WP_REDIR 2.999
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_WPADMIN 2.599
-score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 2.990
-score URI_WP_HACKED_2 2.499
-score XFER_LOTSA_MONEY 0.999
+score URI_PHISH 2.194
+score URI_PHP_REDIR 3.496
+score URI_TRY_3LD 1.168
+score URI_WPADMIN 2.596
+score URI_WP_DIRINDEX 3.497
+score URI_WP_HACKED 2.987
+score URI_WP_HACKED_2 1.591
+score XFER_LOTSA_MONEY 0.998
score XPRIO_SHORT_SUBJ 0.001
-score XPRIO_URL_SHORTNER 1.000
+score XPRIO_URL_SHORTNER 0.999
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -267,7 +271,6 @@ score GOOGLE_DOCS_PHISH_MANY 1.0
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
score GOOG_MALWARE_DNLD 1.000
score HDRS_MISSP 1.000
-score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HOSTED_IMG_DIRECT_MX 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1878420&r1=1878419&r2=1878420&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Jun 3 05:13:15 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 901851 63.520% (99.674% of non-spam corpus)
-# Correctly spam: 350490 24.686% (68.059% of spam corpus)
-# False positives: 2953 0.208% (0.326% of nonspam, 53768 weighted)
-# False negatives: 164491 11.586% (31.941% of spam, 379975 weighted)
+# Correctly non-spam: 919295 64.429% (99.663% of non-spam corpus)
+# Correctly spam: 344542 24.147% (68.304% of spam corpus)
+# False positives: 3109 0.218% (0.337% of nonspam, 54117 weighted)
+# False negatives: 159886 11.206% (31.696% of spam, 376453 weighted)
# Average score for spam: 9.4 nonspam: 0.6
-# Average for false-pos: 6.4 false-neg: 2.3
-# TOTAL: 1419785 100.00%
+# Average for false-pos: 6.4 false-neg: 2.4
+# TOTAL: 1426832 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 112582 99.67%
-# Correctly spam: 43761 68.03%
-# False positives: 373 0.33%
-# False negatives: 20565 31.97%
-# TCR(l=50): 1.640342 SpamRecall: 68.030% SpamPrec: 99.155%
+# Correctly non-spam: 114503 99.46%
+# Correctly spam: 43488 69.04%
+# False positives: 621 0.54%
+# False negatives: 19498 30.96%
+# TCR(l=50): 1.246063 SpamRecall: 69.044% SpamPrec: 98.592%
##### 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: 892993 98.69%
-# Correctly spam: 262412 50.96%
-# False positives: 11811 1.31%
-# False negatives: 252569 49.04%
-# TCR(l=50): 0.610805 SpamRecall: 50.956% SpamPrec: 95.693%
+# Correctly non-spam: 910756 98.74%
+# Correctly spam: 262971 52.13%
+# False positives: 11648 1.26%
+# False negatives: 241457 47.87%
+# TCR(l=50): 0.612276 SpamRecall: 52.133% SpamPrec: 95.758%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 111443 98.66%
-# Correctly spam: 32791 50.98%
-# False positives: 1512 1.34%
-# False negatives: 31535 49.02%
-# TCR(l=50): 0.600420 SpamRecall: 50.976% SpamPrec: 95.592%
+# Correctly non-spam: 113684 98.75%
+# Correctly spam: 32860 52.17%
+# False positives: 1440 1.25%
+# False negatives: 30126 47.83%
+# TCR(l=50): 0.616748 SpamRecall: 52.170% SpamPrec: 95.802%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1878420&r1=1878419&r2=1878420&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Jun 3 05:13:15 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 363501 40.433% (98.390% of non-spam corpus)
-# Correctly spam: 452958 50.384% (85.534% of spam corpus)
-# False positives: 5950 0.662% (1.610% of nonspam, 776621 weighted)
-# False negatives: 76604 8.521% (14.466% of spam, 155792 weighted)
+# Correctly non-spam: 363489 40.433% (98.388% of non-spam corpus)
+# Correctly spam: 452214 50.303% (85.397% of spam corpus)
+# False positives: 5954 0.662% (1.612% of nonspam, 776950 weighted)
+# False negatives: 77332 8.602% (14.603% of spam, 158593 weighted)
# Average score for spam: 13.4 nonspam: -2.1
-# Average for false-pos: 9.1 false-neg: 2.0
-# TOTAL: 899013 100.00%
+# Average for false-pos: 9.1 false-neg: 2.1
+# TOTAL: 898989 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 45266 98.35%
-# Correctly spam: 56500 85.40%
-# False positives: 761 1.65%
-# False negatives: 9660 14.60%
-# TCR(l=50): 1.386711 SpamRecall: 85.399% SpamPrec: 98.671%
+# Correctly non-spam: 45284 98.39%
+# Correctly spam: 56507 85.41%
+# False positives: 742 1.61%
+# False negatives: 9651 14.59%
+# TCR(l=50): 1.415114 SpamRecall: 85.412% SpamPrec: 98.704%
##### 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: 364505 98.66%
-# Correctly spam: 299320 56.52%
-# False positives: 4946 1.34%
-# False negatives: 230242 43.48%
-# TCR(l=50): 1.108933 SpamRecall: 56.522% SpamPrec: 98.374%
+# Correctly non-spam: 364495 98.66%
+# Correctly spam: 299457 56.55%
+# False positives: 4948 1.34%
+# False negatives: 230089 43.45%
+# TCR(l=50): 1.109022 SpamRecall: 56.550% SpamPrec: 98.375%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 45428 98.70%
-# Correctly spam: 37388 56.51%
-# False positives: 599 1.30%
-# False negatives: 28772 43.49%
-# TCR(l=50): 1.126665 SpamRecall: 56.511% SpamPrec: 98.423%
+# Correctly non-spam: 45414 98.67%
+# Correctly spam: 37334 56.43%
+# False positives: 612 1.33%
+# False negatives: 28824 43.57%
+# TCR(l=50): 1.113321 SpamRecall: 56.432% SpamPrec: 98.387%