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 2020/10/07 03:03:42 UTC
svn commit: r1882289 [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=1882289&r1=1882288&r2=1882289&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Oct 7 03:03:42 2020
@@ -3,98 +3,97 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001 # force non-zero
-score AC_FROM_MANY_DOTS 2.218
+score AC_FROM_MANY_DOTS 2.996
score AC_HTML_NONSENSE_TAGS 1.997
score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 0.001
-score ADVANCE_FEE_2_NEW_FRM_MNY 2.054
+score ADVANCE_FEE_2_NEW_FRM_MNY 2.448
score ADVANCE_FEE_2_NEW_MONEY 1.997
-score ADVANCE_FEE_3_NEW 3.108
-score ADVANCE_FEE_3_NEW_FORM 1.322
+score ADVANCE_FEE_3_NEW 3.109
+score ADVANCE_FEE_3_NEW_FORM 1.873
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 2.397
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.268
-score ADVANCE_FEE_4_NEW_MONEY 2.033
-score ADVANCE_FEE_5_NEW 2.297
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
-score ADVANCE_FEE_5_NEW_MONEY 1.867
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.265
+score ADVANCE_FEE_4_NEW_MONEY 1.994
+score ADVANCE_FEE_5_NEW 2.397
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
+score ADVANCE_FEE_5_NEW_MONEY 1.860
score AMAZON_IMG_NOT_RCVD_AMZN 2.497
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5 0.578
-score BITCOIN_DEADLINE 2.996
-score BITCOIN_EXTORT_01 2.483
-score BITCOIN_MALF_HTML 3.330
-score BITCOIN_SPAM_02 0.018
-score BITCOIN_SPAM_05 1.950
-score BITCOIN_XPRIO 0.018
-score BITCOIN_YOUR_INFO 1.481
+score AXB_XMAILER_MIMEOLE_OL_1ECD5 1.744
+score BITCOIN_DEADLINE 2.951
+score BITCOIN_EXTORT_01 2.496
+score BITCOIN_MALF_HTML 3.238
+score BITCOIN_SPAM_02 0.005
+score BITCOIN_SPAM_05 1.632
+score BITCOIN_XPRIO 0.001
+score BITCOIN_YOUR_INFO 1.540
score BODY_URI_ONLY 0.819
-score BOGUS_MIME_VERSION 3.219
+score BOGUS_MIME_VERSION 3.170
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.001
score CTE_8BIT_MISMATCH 0.998
-score CTYPE_NULL 2.011
+score CTYPE_NULL 1.947
score DEAR_BENEFICIARY 0.001
score DKIMWL_BL 2.996
score DKIMWL_WL_HIGH -0.742
-score DKIMWL_WL_MED -0.001
-score DOTGOV_IMAGE 1.257
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DOTGOV_IMAGE 0.807
score DSN_NO_MIMEVERSION 1.997
-score DX_TEXT_03 0.299
-score END_FUTURE_EMAILS 0.875
-score FBI_MONEY 0.442
-score FBI_SPOOF 0.010
+score DX_TEXT_03 0.298
+score END_FUTURE_EMAILS 1.247
+score FBI_MONEY 1.212
+score FBI_SPOOF 1.176
score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_DOTGOV 0.241
-score FONT_INVIS_LONG_LINE 2.596
+score FONT_INVIS_DOTGOV 0.453
+score FONT_INVIS_LONG_LINE 2.604
score FONT_INVIS_MSGID 0.001
score FONT_INVIS_POSTEXTRAS 0.001
score FORGED_RELAY_MUA_TO_MX 3.712
-score FORGED_SPF_HELO 1.099
+score FORGED_SPF_HELO 1.098
score FORM_FRAUD 0.998
-score FORM_FRAUD_3 1.295
-score FORM_FRAUD_5 2.159
+score FORM_FRAUD_3 1.499
+score FORM_FRAUD_5 2.513
score FREEMAIL_FORGED_FROMDOMAIN 0.248
score FROM_2_EMAILS_SHORT 1.997
score FROM_ADDR_WS 2.996
score FROM_FMBLA_NEWDOM 1.498
score FROM_FMBLA_NEWDOM14 0.998
-score FROM_FMBLA_NEWDOM28 0.798
+score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.998
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.180
score FROM_MISSP_EH_MATCH 0.001
score FROM_MISSP_FREEMAIL 3.096
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_TO_UNDISC 0.120
-score FROM_MISSP_USER 0.001
+score FROM_MISSP_TO_UNDISC 0.744
+score FROM_MISSP_USER 0.001 # force non-zero
score FROM_MISSP_XPRIO 2.497
-score FROM_NAME_EQ_TO_G_DRIVE 0.777
-score FROM_NTLD_LINKBAIT 1.363
+score FROM_NAME_EQ_TO_G_DRIVE 0.804
+score FROM_NTLD_LINKBAIT 1.646
score FROM_NTLD_REPLY_FREEMAIL 1.999
score FROM_PAYPAL_SPOOF 1.597
score FROM_SUSPICIOUS_NTLD 0.498
-score FROM_SUSPICIOUS_NTLD_FP 0.117
+score FROM_SUSPICIOUS_NTLD_FP 0.116
score FROM_UNBAL1 2.497
-score FROM_WORDY 1.144
-score FROM_WSP_TRAIL 2.197
+score FROM_WORDY 0.357
+score FROM_WSP_TRAIL 2.198
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_MIME_NO_TEXT 2.596
score FSL_NEW_HELO_USER 0.001
score FSL_THIS_IS_ADV 0.001
-score FUZZY_BITCOIN 1.122
+score FUZZY_BITCOIN 1.107
score FUZZY_CLICK_HERE 2.197
-score FUZZY_WALLET 0.580
-score GB_BITCOIN_CP 2.744
+score FUZZY_WALLET 0.783
+score GB_BITCOIN_CP 2.052
score GB_FREEMAIL_DISPTO 0.001
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUS 0.526
-score GOOG_REDIR_NORDNS 0.830
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.498
+score GB_GOOGLE_OBFUS 0.713
+score GOOG_REDIR_NORDNS 1.229
score HDRS_LCASE 0.099
score HDRS_LCASE_IMGONLY 0.098
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
@@ -103,99 +102,99 @@ score HEADER_FROM_DIFFERENT_DOMAINS 0.2
score HELO_MISC_IP 0.001 # force non-zero
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.998
-score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 0.998
+score HK_NAME_MR_MRS 0.998
+score HK_RANDOM_FROM 0.902
score HK_RANDOM_REPLYTO 0.998
-score HK_RCVD_IP_MULTICAST 0.001
+score HK_RCVD_IP_MULTICAST 0.119
score HK_SCAM 0.001
score HK_WIN 0.001
-score HOSTED_IMG_DIRECT_MX 2.157
+score HOSTED_IMG_DIRECT_MX 1.104
score HTML_OFF_PAGE 0.001
-score HTML_SINGLET_MANY 0.448
+score HTML_SINGLET_MANY 0.453
score HTML_TEXT_INVISIBLE_FONT 2.996
-score HTML_TEXT_INVISIBLE_STYLE 2.804
-score IMG_ONLY_FM_DOM_INFO 2.447
-score KB_FORGED_MOZ4 0.133
-score KHOP_FAKE_EBAY 0.061
+score HTML_TEXT_INVISIBLE_STYLE 2.805
+score IMG_ONLY_FM_DOM_INFO 2.444
+score KB_FORGED_MOZ4 0.408
+score KHOP_FAKE_EBAY 0.299
score KHOP_HELO_FCRDNS 0.398
score LH_URI_DOM_IN_PATH 0.727
score LIST_PARTIAL_SHORT_MSG 2.497
-score LIST_PRTL_SAME_USER 1.806
-score LONG_HEX_URI 1.571
-score LONG_IMG_URI 1.016
-score LONG_INVISIBLE_TEXT 2.020
+score LIST_PRTL_SAME_USER 1.264
+score LONG_HEX_URI 1.567
+score LONG_IMG_URI 1.010
+score LONG_INVISIBLE_TEXT 1.651
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.498
-score LOTTO_DEPT 1.676
-score LUCRATIVE 1.242
+score LOTTO_DEPT 1.853
+score LUCRATIVE 0.591
score MANY_SPAN_IN_TEXT 2.696
-score MAY_BE_FORGED 1.967
-score MILLION_HUNDRED 0.001
+score MAY_BE_FORGED 1.964
+score MILLION_HUNDRED 0.001 # force non-zero
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 0.418
-score MIXED_ES 1.983
+score MIME_NO_TEXT 0.539
+score MIXED_ES 2.045
score MONEY_ATM_CARD 2.696
-score MONEY_FORM 0.100
+score MONEY_FORM 0.093
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.508
+score MONEY_FRAUD_3 1.332
score MONEY_FRAUD_5 3.196
score MONEY_FRAUD_8 0.001
score MONEY_FROM_41 1.997
score MONEY_FROM_MISSP 0.001
score MSGID_DOLLARS_URI_IMG 2.996
score MSM_PRIO_REPTO 2.499
-score NA_DOLLARS 0.001 # force non-zero
+score NA_DOLLARS 0.001
score NICE_REPLY_A -0.001
-score NORDNS_LOW_CONTRAST 0.916
-score NO_FM_NAME_IP_HOSTN 0.533
+score NORDNS_LOW_CONTRAST 0.913
+score NO_FM_NAME_IP_HOSTN 0.537
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 1.930
-score OFFER_ONLY_AMERICA 1.999
+score NSL_RCVD_HELO_USER 0.913
+score OFFER_ONLY_AMERICA 1.798
score PDS_BTC_ID 0.498
-score PDS_BTC_MSGID 0.001
-score PDS_BTC_NTLD 1.204
+score PDS_BTC_MSGID 0.005
+score PDS_BTC_NTLD 0.808
score PDS_DBL_URL_TNB_RUNON 1.997
-score PDS_EMPTYSUBJ_URISHRT 0.053
+score PDS_EMPTYSUBJ_URISHRT 0.050
score PDS_FREEMAIL_REPLYTO_URISHRT 1.498
score PDS_FRNOM_TODOM_NAKED_TO 1.498
-score PDS_FROM_2_EMAILS 1.808
-score PDS_FROM_NAME_TO_DOMAIN 0.999
+score PDS_FROM_2_EMAILS 1.806
+score PDS_FROM_NAME_TO_DOMAIN 0.998
score PDS_HP_HELO_NORDNS 0.001
score PDS_NAKED_TO_NUMERO 1.997
-score PDS_OTHER_BAD_TLD 1.997
+score PDS_OTHER_BAD_TLD 1.998
score PDS_PHPEXP_BOT 1.498
score PDS_PHP_EVAL 1.498
score PDS_SHORTFWD_URISHRT 1.498
-score PDS_TINYSUBJ_URISHRT 1.372
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.511
+score PDS_TINYSUBJ_URISHRT 1.376
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.497
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 3.292
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
+score PDS_TO_EQ_FROM_NAME 3.609
score PHP_ORIG_SCRIPT 2.497
-score PP_MIME_FAKE_ASCII_TEXT 0.124
-score RATWARE_NO_RDNS 0.257
+score PP_MIME_FAKE_ASCII_TEXT 0.147
+score RATWARE_NO_RDNS 1.414
score RCVD_DOTEDU_SHORT 0.001
score RCVD_DOTEDU_SUSP_URI 0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 0.518
-score RDNS_NUM_TLD_XM 1.003
-score RISK_FREE 1.344
+score RDNS_NUM_TLD_ATCHNX 2.029
+score RDNS_NUM_TLD_XM 0.001
+score RISK_FREE 1.295
score SENDGRID_REDIR 1.498
-score SENDGRID_REDIR_PHISH 2.634
+score SENDGRID_REDIR_PHISH 3.467
score SERGIO_SUBJECT_VIAGRA01 3.895
score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
score SHORTENED_URL_HREF 0.999
score SHORTENED_URL_SRC 2.796
score SHORTENER_SHORT_IMG 0.001
-score SHORT_BODY_G_DRIVE_DYN 0.001
-score SHORT_IMG_SUSP_NTLD 1.115
+score SHORT_BODY_G_DRIVE_DYN 1.072
+score SHORT_IMG_SUSP_NTLD 1.128
score SHORT_SHORTNER 1.997
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.726
+score SPOOFED_FREEMAIL 1.816
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 2.063
-score SPOOFED_FREEM_REPTO_CHN 1.843
+score SPOOFED_FREEM_REPTO 1.975
+score SPOOFED_FREEM_REPTO_CHN 0.272
score STATIC_XPRIO_OLE 1.997
score STOCK_LOW_CONTRAST 2.497
score STY_INVIS_DIRECT 0.001
@@ -204,52 +203,52 @@ score SUBJ_OBFU_PUNCT_MANY 1.7
score SUSP_UTF8_WORD_COMBO 2.996
score SUSP_UTF8_WORD_FROM 1.997
score SUSP_UTF8_WORD_SUBJ 1.997
-score TEQF_USR_POLITE 0.763
+score TEQF_USR_POLITE 0.761
score THIS_AD 0.998
score THIS_IS_ADV_SUSP_NTLD 0.001
score TONOM_EQ_TOLOC_SHRT_SHRTNER 0.001
-score TO_EQ_FM_DOM_HTML_IMG 0.698
-score TO_EQ_FM_DOM_HTML_ONLY 0.862
+score TO_EQ_FM_DOM_HTML_IMG 0.357
+score TO_EQ_FM_DOM_HTML_ONLY 1.098
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.252
-score TO_EQ_FM_SPF_FAIL 0.051
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.232
+score TO_EQ_FM_HTML_ONLY 0.898
+score TO_EQ_FM_SPF_FAIL 0.290
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.237
score TO_NO_BRKTS_FROM_MSSP 2.497
-score TO_NO_BRKTS_HTML_IMG 0.001 # force non-zero
+score TO_NO_BRKTS_HTML_IMG 0.001
score TO_NO_BRKTS_HTML_ONLY 1.997
-score TO_NO_BRKTS_MSFT 1.707
+score TO_NO_BRKTS_MSFT 1.697
score TO_NO_BRKTS_NORDNS_HTML 1.997
score TO_NO_BRKTS_PCNT 2.497
score TRANSFORM_LIFE 2.497
score TVD_PH_BODY_META 0.001
-score TVD_PH_BODY_META_ALL 0.228
-score TVD_RCVD_SPACE_BRACKET 3.588
-score TVD_SPACE_ENCODED 2.498
-score TVD_SPACE_RATIO_MINFP 0.444
-score TVD_SUBJ_NUM_OBFU_MINFP 1.043
+score TVD_PH_BODY_META_ALL 0.218
+score TVD_RCVD_SPACE_BRACKET 3.210
+score TVD_SPACE_ENCODED 2.497
+score TVD_SPACE_RATIO_MINFP 0.428
+score TVD_SUBJ_NUM_OBFU_MINFP 2.606
score UNICODE_OBFU_ASC 2.497
score UPGRADE_MAILBOX 1.597
score URI_BUFFLY 1.997
-score URI_DASHGOVEDU 2.747
+score URI_DASHGOVEDU 2.353
score URI_DOTEDU 0.001 # force non-zero
-score URI_DOTEDU_ENTITY 0.001
+score URI_DOTEDU_ENTITY 1.718
score URI_DOTEDU_LONG 0.001
-score URI_GOOGLE_PROXY 0.682
-score URI_IN_URI_10 1.827
+score URI_GOOGLE_PROXY 0.686
+score URI_IN_URI_10 2.024
score URI_IN_URI_5 3.196
-score URI_ONLY_MSGID_MALF 1.409
-score URI_PHISH 3.169
+score URI_ONLY_MSGID_MALF 1.245
+score URI_PHISH 3.166
score URI_PHP_REDIR 3.496
-score URI_TRY_3LD 1.998
+score URI_TRY_3LD 1.997
score URI_WPADMIN 2.297
-score URI_WP_DIRINDEX 1.574
+score URI_WP_DIRINDEX 1.966
score URI_WP_HACKED 3.496
-score URI_WP_HACKED_2 2.493
+score URI_WP_HACKED_2 2.093
score US_DOLLARS_3 1.997
-score WIKI_IMG 2.797
-score XFER_LOTSA_MONEY 0.320
-score XPRIO 2.196
+score WIKI_IMG 2.796
+score XFER_LOTSA_MONEY 0.184
+score XPRIO 1.839
score XPRIO_SHORT_SUBJ 2.497
score XPRIO_URL_SHORTNER 0.998
score YOU_INHERIT 2.497
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1882289&r1=1882288&r2=1882289&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Oct 7 03:03:42 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 844889 64.669% (99.557% of non-spam corpus)
-# Correctly spam: 344143 26.341% (75.166% of spam corpus)
-# False positives: 3756 0.287% (0.443% of nonspam, 70549 weighted)
-# False negatives: 113699 8.703% (24.834% of spam, 266847 weighted)
-# Average score for spam: 14.4 nonspam: 0.5
-# Average for false-pos: 7.0 false-neg: 2.3
-# TOTAL: 1306487 100.00%
+# Correctly non-spam: 844025 65.209% (99.624% of non-spam corpus)
+# Correctly spam: 331694 25.626% (74.182% of spam corpus)
+# False positives: 3187 0.246% (0.376% of nonspam, 61862 weighted)
+# False negatives: 115441 8.919% (25.818% of spam, 272788 weighted)
+# Average score for spam: 13.2 nonspam: 0.6
+# Average for false-pos: 7.4 false-neg: 2.4
+# TOTAL: 1294347 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 105309 99.53%
-# Correctly spam: 42735 74.83%
-# False positives: 502 0.47%
-# False negatives: 14376 25.17%
-# TCR(l=50): 1.446727 SpamRecall: 74.828% SpamPrec: 98.839%
+# Correctly non-spam: 105156 99.55%
+# Correctly spam: 41434 74.32%
+# False positives: 473 0.45%
+# False negatives: 14318 25.68%
+# TCR(l=50): 1.468394 SpamRecall: 74.318% SpamPrec: 98.871%
##### 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: 839815 98.96%
-# Correctly spam: 200990 43.90%
-# False positives: 8830 1.04%
-# False negatives: 256852 56.10%
-# TCR(l=50): 0.655603 SpamRecall: 43.899% SpamPrec: 95.792%
+# Correctly non-spam: 838366 98.96%
+# Correctly spam: 199794 44.68%
+# False positives: 8846 1.04%
+# False negatives: 247341 55.32%
+# TCR(l=50): 0.648359 SpamRecall: 44.683% SpamPrec: 95.760%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 104694 98.94%
-# Correctly spam: 25036 43.84%
-# False positives: 1117 1.06%
-# False negatives: 32075 56.16%
-# TCR(l=50): 0.649542 SpamRecall: 43.837% SpamPrec: 95.729%
+# Correctly non-spam: 104495 98.93%
+# Correctly spam: 24977 44.80%
+# False positives: 1134 1.07%
+# False negatives: 30775 55.20%
+# TCR(l=50): 0.637348 SpamRecall: 44.800% SpamPrec: 95.657%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1882289&r1=1882288&r2=1882289&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Oct 7 03:03:42 2020
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 190498 28.288% (98.921% of non-spam corpus)
-# Correctly spam: 421388 62.574% (87.635% of spam corpus)
-# False positives: 2078 0.309% (1.079% of nonspam, 443802 weighted)
-# False negatives: 59457 8.829% (12.365% of spam, 106063 weighted)
+# Correctly non-spam: 190494 28.289% (98.919% of non-spam corpus)
+# Correctly spam: 421468 62.589% (87.658% of spam corpus)
+# False positives: 2082 0.309% (1.081% of nonspam, 444297 weighted)
+# False negatives: 59343 8.813% (12.342% of spam, 105421 weighted)
# Average score for spam: 17.2 nonspam: -0.6
-# Average for false-pos: 8.6 false-neg: 1.8
-# TOTAL: 673421 100.00%
+# Average for false-pos: 8.5 false-neg: 1.8
+# TOTAL: 673387 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 23868 98.87%
-# Correctly spam: 52591 87.63%
-# False positives: 274 1.13%
-# False negatives: 7425 12.37%
-# TCR(l=50): 2.840994 SpamRecall: 87.628% SpamPrec: 99.482%
+# Correctly non-spam: 23870 98.87%
+# Correctly spam: 52659 87.75%
+# False positives: 272 1.13%
+# False negatives: 7348 12.25%
+# TCR(l=50): 2.864569 SpamRecall: 87.755% SpamPrec: 99.486%
##### 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: 189916 98.62%
-# Correctly spam: 310792 64.63%
+# Correctly spam: 310651 64.61%
# False positives: 2660 1.38%
-# False negatives: 170053 35.37%
-# TCR(l=50): 1.586670 SpamRecall: 64.635% SpamPrec: 99.151%
+# False negatives: 170160 35.39%
+# TCR(l=50): 1.585997 SpamRecall: 64.610% SpamPrec: 99.151%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 23827 98.70%
-# Correctly spam: 38649 64.40%
+# Correctly spam: 38738 64.56%
# False positives: 315 1.30%
-# False negatives: 21367 35.60%
-# TCR(l=50): 1.616941 SpamRecall: 64.398% SpamPrec: 99.192%
+# False negatives: 21269 35.44%
+# TCR(l=50): 1.620978 SpamRecall: 64.556% SpamPrec: 99.193%