You are viewing a plain text version of this content. The canonical link for it is here.
Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/04/22 05:31:49 UTC
svn commit: r1876811 [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=1876811&r1=1876810&r2=1876811&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Apr 22 05:31:49 2020
@@ -2,83 +2,83 @@
# ham-net-axb-coi-bulk.r1876687.log ham-net-axb-generic.r1876687.log ham-net-axb-ham-misc.r1876687.log ham-net-darxus.r1876687.log ham-net-ena-week0.r1876687.log ham-net-ena-week1.r1876687.log ham-net-ena-week2.r1876687.log ham-net-ena-week3.r1876687.log ham-net-ena-week4.r1876687.log ham-net-giovanni-ham.r1876687.log ham-net-giovanni-spammy.r1876687.log ham-net-giovanni-spam.r1876687.log ham-net-grenier.r1876687.log ham-net-hege.r1876687.log ham-net-jbrooks.r1876687.log ham-net-llanga.r1876687.log ham-net-mmiroslaw-mails-ham.r1876687.log ham-net-mmiroslaw-mails-spam.r1876687.log ham-net-npiazzi.r1876687.log ham-net-pds.r1876687.log ham-net-sihde.r1876687.log ham-net-spamsponge.r1876687.log ham-net-thendrikx.r1876687.log spam-net-axb-coi-bulk.r1876687.log spam-net-axb-generic.r1876687.log spam-net-axb-ham-misc.r1876687.log spam-net-darxus.r1876687.log spam-net-ena-week0.r1876687.log spam-net-ena-week1.r1876687.log spam-net-ena-week2.r1876687.log spam-net-ena-week3.r1876687.log spam-
net-ena-week4.r1876687.log spam-net-giovanni-ham.r1876687.log spam-net-giovanni-spammy.r1876687.log spam-net-giovanni-spam.r1876687.log spam-net-grenier.r1876687.log spam-net-hege.r1876687.log spam-net-jbrooks.r1876687.log spam-net-llanga.r1876687.log spam-net-mmiroslaw-mails-ham.r1876687.log spam-net-mmiroslaw-mails-spam.r1876687.log spam-net-npiazzi.r1876687.log spam-net-pds.r1876687.log spam-net-sihde.r1876687.log spam-net-spamsponge.r1876687.log spam-net-thendrikx.r1876687.log
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 0.001
-score ADMITS_SPAM 1.176
+score AC_FROM_MANY_DOTS 0.001 # force non-zero
+score ADMITS_SPAM 1.181
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.466
+score ADVANCE_FEE_3_NEW 3.451
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 1.400
+score ADVANCE_FEE_3_NEW_MONEY 1.278
score ADVANCE_FEE_4_NEW 2.599
-score ADVANCE_FEE_4_NEW_MONEY 0.594
-score ADVANCE_FEE_5_NEW 2.641
+score ADVANCE_FEE_4_NEW_MONEY 0.477
+score ADVANCE_FEE_5_NEW 2.699
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score AD_PREFS 0.499
+score AD_PREFS 0.054
score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score APP_DEVELOPMENT_NORDNS 1.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_EXTORT_01 1.579
-score BITCOIN_MALWARE 3.052
+score BITCOIN_EXTORT_01 1.540
+score BITCOIN_MALWARE 1.554
score BITCOIN_PAY_ME 2.999
-score BITCOIN_SPAM_01 0.001
+score BITCOIN_SPAM_01 0.981
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 1.113
+score BITCOIN_SPAM_05 2.451
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 0.001
-score BITCOIN_YOUR_INFO 1.611
+score BITCOIN_YOUR_INFO 1.614
score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 0.001 # force non-zero
+score BODY_SINGLE_WORD 0.001
score BODY_URI_ONLY 0.999
-score BOGUS_MSM_HDRS 2.955
-score CK_HELO_DYNAMIC_SPLIT_IP 0.363
+score BOGUS_MSM_HDRS 2.999
+score CK_HELO_DYNAMIC_SPLIT_IP 0.364
score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.999
-score DATE_DOTS 1.527
+score DATE_DOTS 2.523
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_MED -0.001 # force non-zero
+score DKIMWL_WL_MED -0.001
score DKIMWL_WL_MEDHI -0.001
score DX_TEXT_03 0.699
score END_FUTURE_EMAILS 2.499
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.799
-score FORGED_SPF_HELO 2.254
-score FORM_FRAUD 0.681
+score FORGED_RELAY_MUA_TO_MX 3.800
+score FORGED_SPF_HELO 2.252
+score FORM_FRAUD 0.757
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 # force non-zero
+score FROMSPACE 0.001
score FROM_2_EMAILS_SHORT 0.001
-score FROM_ADDR_WS 0.802
-score FROM_FMBLA_NEWDOM 1.500
-score FROM_FMBLA_NEWDOM14 0.999
+score FROM_ADDR_WS 0.813
+score FROM_FMBLA_NEWDOM 1.499
+score FROM_FMBLA_NEWDOM14 1.000
score FROM_FMBLA_NEWDOM28 0.799
-score FROM_GOV_DKIM_AU -0.001
+score FROM_GOV_DKIM_AU -0.001 # force non-zero
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 3.699
-score FROM_MISSP_EH_MATCH 0.001 # force non-zero
+score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 3.499
score FROM_MISSP_REPLYTO 0.001
-score FROM_MISSP_SPF_FAIL 0.052
-score FROM_MISSP_TO_UNDISC 1.980
+score FROM_MISSP_SPF_FAIL 0.001
+score FROM_MISSP_TO_UNDISC 2.665
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_MISSP_XPRIO 0.001
score FROM_NAME_EQ_TO_G_DRIVE 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 0.226
+score FROM_SUSPICIOUS_NTLD_FP 0.236
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_BITCOIN 0.505
-score FUZZY_SECURITY 2.041
+score FUZZY_BITCOIN 0.606
+score FUZZY_SECURITY 2.048
score FUZZY_WALLET 0.001
score GB_BITCOIN_CP 2.999
score GB_BITCOIN_NH 0.001
@@ -86,142 +86,142 @@ score GB_FREEMAIL_DISPTO 0.5
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GB_GOOGLE_OBFUR 0.749
score GB_GOOGLE_OBFUS 0.749
-score GB_MONERO_CP 0.786
-score GOOG_REDIR_NORDNS 2.019
-score HDRS_LCASE 0.099
+score GB_MONERO_CP 1.676
+score GOOG_REDIR_NORDNS 1.547
+score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.100
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
score HDR_ORDER_FTSDMCXX_NORDNS 2.284
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_MISC_IP 0.001 # force non-zero
score HELO_NO_DOMAIN 0.001
score HEXHASH_WORD 2.999
-score HK_LOTTO 0.999
+score HK_LOTTO 1.000
score HK_NAME_FROM 0.999
-score HK_NAME_MR_MRS 1.000
+score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 1.000
-score HK_RCVD_IP_MULTICAST 0.001
-score HK_SCAM 1.090
-score HOSTED_IMG_DIRECT_MX 2.398
-score HOSTED_IMG_FREEM 3.302
+score HK_RCVD_IP_MULTICAST 0.423
+score HK_SCAM 0.973
+score HOSTED_IMG_DIRECT_MX 2.842
+score HOSTED_IMG_FREEM 3.300
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 0.249
-score HTML_TEXT_INVISIBLE_STYLE 1.820
-score IMG_ONLY_FM_DOM_INFO 2.500
+score HTML_SINGLET_MANY 0.250
+score HTML_TEXT_INVISIBLE_STYLE 1.857
+score IMG_ONLY_FM_DOM_INFO 2.499
score KB_FORGED_MOZ4 4.299
-score KHOP_FAKE_EBAY 0.543
+score KHOP_FAKE_EBAY 0.051
score KHOP_HELO_FCRDNS 0.276
-score LIST_PRTL_SAME_USER 1.504
-score LITECOIN_EXTORT_01 3.103
-score LONG_HEX_URI 1.616
-score LONG_IMG_URI 1.559
+score LIST_PRTL_SAME_USER 1.049
+score LITECOIN_EXTORT_01 3.190
+score LONG_HEX_URI 1.617
+score LONG_IMG_URI 1.389
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 2.389
+score MALFORMED_FREEMAIL 2.506
score MALF_HTML_B64 3.499
-score MALWARE_NORDNS 1.759
-score MANY_SPAN_IN_TEXT 2.749
-score MAY_BE_FORGED 1.495
+score MALWARE_NORDNS 1.625
+score MANY_SPAN_IN_TEXT 2.744
+score MAY_BE_FORGED 1.493
score MILLION_HUNDRED 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
score MIME_NO_TEXT 1.999
score MIXED_ES 2.499
-score MONERO_EXTORT_01 3.647
+score MONERO_EXTORT_01 3.132
score MONEY_ATM_CARD 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.397
-score MONEY_FRAUD_5 0.213
+score MONEY_FRAUD_3 2.282
+score MONEY_FRAUD_5 0.216
score MONEY_FRAUD_8 0.001
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MSM_PRIO_REPTO 2.274
-score NORDNS_LOW_CONTRAST 1.893
-score NO_FM_NAME_IP_HOSTN 1.836
+score MSM_PRIO_REPTO 2.046
+score NORDNS_LOW_CONTRAST 1.865
+score NO_FM_NAME_IP_HOSTN 1.838
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.131
-score NUMBERONLY_BITCOIN_EXP 0.001
+score NSL_RCVD_HELO_USER 2.165
+score NUMBERONLY_BITCOIN_EXP 1.999
score OBFU_BITCOIN 0.001
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.268
+score PDS_BTC_MSGID 0.198
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_EMPTYSUBJ_URISHRT 1.500
-score PDS_FREEMAIL_REPLYTO_URISHRT 1.500
+score PDS_EMPTYSUBJ_URISHRT 1.499
+score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
score PDS_FROM_2_EMAILS 1.499
-score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HELO_SPF_FAIL 0.246
-score PDS_HP_HELO_NORDNS 0.001
-score PDS_NAKED_TO_NUMERO 0.395
-score PDS_NO_FULL_NAME_SPOOFED_URL 0.750
+score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_HELO_SPF_FAIL 0.242
+score PDS_HP_HELO_NORDNS 0.001 # force non-zero
+score PDS_NAKED_TO_NUMERO 0.493
+score PDS_NO_FULL_NAME_SPOOFED_URL 0.749
score PDS_OTHER_BAD_TLD 1.999
score PDS_PHPEXP_BOT 1.499
score PDS_PHP_EVAL 1.499
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 1.999
+score PDS_SHORT_BOGUS_MSM_HDRS 1.892
score PDS_SHORT_SPOOFED_URL 1.999
-score PDS_TINYSUBJ_URISHRT 1.296
+score PDS_TINYSUBJ_URISHRT 1.282
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 0.502
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 0.497
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 PP_MIME_FAKE_ASCII_TEXT 0.001
-score RATWARE_NO_RDNS 1.338
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
-score RDNS_NUM_TLD_ATCHNX 0.469
+score RATWARE_NO_RDNS 2.439
+score RCVD_IN_MSPIKE_H2 -0.001
+score RDNS_NUM_TLD_ATCHNX 1.665
score RDNS_NUM_TLD_XM 3.000
-score RISK_FREE 0.828
-score SCRIPT_GIBBERISH 3.186
+score RISK_FREE 0.834
+score SCRIPT_GIBBERISH 3.187
score SERGIO_SUBJECT_PORN014 2.910
-score SERGIO_SUBJECT_VIAGRA01 1.549
-score SHOPIFY_IMG_NOT_RCVD_SFY 1.641
+score SERGIO_SUBJECT_VIAGRA01 1.553
+score SHOPIFY_IMG_NOT_RCVD_SFY 1.640
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 0.792
-score STATIC_XPRIO_OLE 0.803
+score SPOOFED_FREEM_REPTO 0.795
+score STATIC_XPRIO_OLE 0.810
score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 0.431
-score TEQF_USR_POLITE 0.872
+score SUBJ_OBFU_PUNCT_MANY 0.569
+score TEQF_USR_POLITE 0.870
score THIS_AD 1.599
-score THIS_IS_ADV_SUSP_NTLD 0.278
+score THIS_IS_ADV_SUSP_NTLD 0.232
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.531
+score TO_EQ_FM_DIRECT_MX 1.524
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 2.199
+score TO_EQ_FM_DOM_HTML_ONLY 2.099
score TO_EQ_FM_DOM_SPF_FAIL 0.001
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_EQ_FM_SPF_FAIL 0.270
+score TO_EQ_FM_SPF_FAIL 0.234
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.260
+score TO_NAME_SUBJ_NO_RDNS 2.262
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.810
+score TO_NO_BRKTS_HTML_IMG 1.993
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.607
-score TO_NO_BRKTS_PCNT 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.608
+score TO_NO_BRKTS_PCNT 2.500
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
score TVD_SUBJ_FINGER_07 2.599
score UNICODE_OBFU_ASC 2.499
-score UPGRADE_MAILBOX 1.569
-score URI_BUFFLY 1.861
-score URI_GOOGLE_PROXY 2.699
+score UPGRADE_MAILBOX 1.642
+score URI_BUFFLY 1.663
+score URI_GOOGLE_PROXY 2.700
score URI_IMG_WP_REDIR 2.999
-score URI_ONLY_MSGID_MALF 1.035
-score URI_PHISH 3.101
+score URI_ONLY_MSGID_MALF 0.984
+score URI_PHISH 3.080
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 1.480
+score URI_WP_HACKED 1.668
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 2.499
-score XPRIO_URL_SHORTNER 1.000
-score ZW_OBFU_BITCOIN 2.071
+score XPRIO_SHORT_SUBJ 2.500
+score XPRIO_URL_SHORTNER 0.999
+score ZW_OBFU_BITCOIN 2.218
score AC_BR_BONANZA 0.001
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1876811&r1=1876810&r2=1876811&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Apr 22 05:31:49 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 735205 52.218% (99.520% of non-spam corpus)
-# Correctly spam: 489505 34.767% (73.149% of spam corpus)
-# False positives: 3548 0.252% (0.480% of nonspam, 91345 weighted)
-# False negatives: 179682 12.762% (26.851% of spam, 354468 weighted)
+# Correctly non-spam: 752061 53.379% (99.688% of non-spam corpus)
+# Correctly spam: 463020 32.864% (70.744% of spam corpus)
+# False positives: 2351 0.167% (0.312% of nonspam, 62783 weighted)
+# False negatives: 191478 13.591% (29.256% of spam, 409116 weighted)
# Average score for spam: 8.0 nonspam: 0.6
-# Average for false-pos: 5.7 false-neg: 2.0
-# TOTAL: 1407940 100.00%
+# Average for false-pos: 6.2 false-neg: 2.1
+# TOTAL: 1408910 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 91701 99.54%
-# Correctly spam: 61228 73.30%
-# False positives: 426 0.46%
-# False negatives: 22299 26.70%
-# TCR(l=50): 1.915801 SpamRecall: 73.303% SpamPrec: 99.309%
+# Correctly non-spam: 93586 99.50%
+# Correctly spam: 59073 72.37%
+# False positives: 470 0.50%
+# False negatives: 22556 27.63%
+# TCR(l=50): 1.772386 SpamRecall: 72.368% SpamPrec: 99.211%
##### 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: 725921 98.26%
-# Correctly spam: 324580 48.50%
-# False positives: 12832 1.74%
-# False negatives: 344607 51.50%
-# TCR(l=50): 0.678546 SpamRecall: 48.504% SpamPrec: 96.197%
+# Correctly non-spam: 741643 98.31%
+# Correctly spam: 315996 48.28%
+# False positives: 12769 1.69%
+# False negatives: 338502 51.72%
+# TCR(l=50): 0.669939 SpamRecall: 48.281% SpamPrec: 96.116%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 90515 98.25%
-# Correctly spam: 40484 48.47%
-# False positives: 1612 1.75%
-# False negatives: 43043 51.53%
-# TCR(l=50): 0.675550 SpamRecall: 48.468% SpamPrec: 96.171%
+# Correctly non-spam: 92488 98.33%
+# Correctly spam: 39544 48.44%
+# False positives: 1568 1.67%
+# False negatives: 42085 51.56%
+# TCR(l=50): 0.677503 SpamRecall: 48.444% SpamPrec: 96.186%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1876811&r1=1876810&r2=1876811&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Apr 22 05:31:49 2020
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 735967 50.920% (97.920% of non-spam corpus)
-# Correctly spam: 604552 41.827% (87.143% of spam corpus)
-# False positives: 15634 1.082% (2.080% of nonspam, 986120 weighted)
-# False negatives: 89193 6.171% (12.857% of spam, 181661 weighted)
+# Correctly non-spam: 743142 51.417% (98.875% of non-spam corpus)
+# Correctly spam: 604364 41.815% (87.121% of spam corpus)
+# False positives: 8459 0.585% (1.125% of nonspam, 654955 weighted)
+# False negatives: 89346 6.182% (12.879% of spam, 182313 weighted)
# Average score for spam: 16.1 nonspam: -1.3
-# Average for false-pos: 6.8 false-neg: 2.0
-# TOTAL: 1445346 100.00%
+# Average for false-pos: 8.4 false-neg: 2.0
+# TOTAL: 1445311 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 91773 97.92%
-# Correctly spam: 75523 87.27%
-# False positives: 1950 2.08%
-# False negatives: 11013 12.73%
-# TCR(l=50): 0.797471 SpamRecall: 87.274% SpamPrec: 97.483%
+# Correctly non-spam: 91780 97.93%
+# Correctly spam: 75485 87.24%
+# False positives: 1943 2.07%
+# False negatives: 11044 12.76%
+# TCR(l=50): 0.799758 SpamRecall: 87.237% SpamPrec: 97.491%
##### 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: 746209 99.28%
-# Correctly spam: 428954 61.83%
+# Correctly spam: 428899 61.83%
# False positives: 5392 0.72%
-# False negatives: 264791 38.17%
-# TCR(l=50): 1.298197 SpamRecall: 61.832% SpamPrec: 98.759%
+# False negatives: 264811 38.17%
+# TCR(l=50): 1.298083 SpamRecall: 61.827% SpamPrec: 98.758%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 93003 99.23%
-# Correctly spam: 53595 61.93%
+# Correctly spam: 53492 61.82%
# False positives: 720 0.77%
-# False negatives: 32941 38.07%
-# TCR(l=50): 1.255218 SpamRecall: 61.934% SpamPrec: 98.674%
+# False negatives: 33037 38.18%
+# TCR(l=50): 1.253371 SpamRecall: 61.820% SpamPrec: 98.672%