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 2019/12/31 04:24:44 UTC
svn commit: r1872129 [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=1872129&r1=1872128&r2=1872129&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Dec 31 04:24:44 2019
@@ -2,209 +2,207 @@
# 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 2.999
-score ADMITS_SPAM 1.964
-score ADVANCE_FEE_2_NEW_MONEY 0.816
-score ADVANCE_FEE_3_NEW_MONEY 2.699
-score ADVANCE_FEE_4_NEW 2.350
-score ADVANCE_FEE_4_NEW_FORM 0.551
+score AC_FROM_MANY_DOTS 2.706
+score ADMITS_SPAM 2.030
+score ADVANCE_FEE_2_NEW_MONEY 0.819
+score ADVANCE_FEE_3_NEW_MONEY 2.414
+score ADVANCE_FEE_4_NEW 2.153
+score ADVANCE_FEE_4_NEW_FORM 1.746
score ADVANCE_FEE_4_NEW_MONEY 2.899
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.478
+score ADVANCE_FEE_5_NEW_FRM_MNY 1.324
+score ADVANCE_FEE_5_NEW_MONEY 0.281
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 1.984
-score BIGNUM_EMAILS 2.094
-score BITCOIN_DEADLINE 2.319
-score BITCOIN_EXTORT_01 1.805
-score BITCOIN_MALWARE 3.302
-score BITCOIN_SPAM_02 1.415
-score BITCOIN_SPAM_05 1.257
-score BITCOIN_SPAM_07 2.849
-score BITCOIN_SPAM_08 0.599
+score AMAZON_IMG_NOT_RCVD_AMZN 2.055
+score AXB_XMAILER_MIMEOLE_OL_024C2 3.256
+score BIGNUM_EMAILS 1.866
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 1.871
+score BITCOIN_MALWARE 0.949
+score BITCOIN_SPAM_02 1.969
+score BITCOIN_SPAM_05 1.186
+score BITCOIN_SPAM_07 2.527
+score BITCOIN_SPAM_08 0.530
score BITCOIN_SPAM_09 1.499
-score BODY_EMPTY 0.001
+score BODY_EMPTY 0.001 # force non-zero
score BODY_SINGLE_URI 1.709
-score BODY_SINGLE_WORD 1.719
+score BODY_SINGLE_WORD 1.723
score BODY_URI_ONLY 0.999
-score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.990
+score BOGUS_MIME_VERSION 3.500
+score BOGUS_MSM_HDRS 2.638
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.250
-score DEAR_BENEFICIARY 2.799
-score DKIMWL_BL 1.775
+score DEAR_BENEFICIARY 2.025
+score DKIMWL_BL 1.768
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001 # force non-zero
-score DOS_RCVD_IP_TWICE_B 2.460
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.343
-score EBAY_IMG_NOT_RCVD_EBAY 1.428
-score END_FUTURE_EMAILS 1.398
-score FILL_THIS_FORM 0.101
-score FORGED_RELAY_MUA_TO_MX 1.835
-score FORGED_SPF_HELO 0.843
-score FORM_FRAUD 0.999
+score DKIMWL_WL_MED -0.001
+score DOS_RCVD_IP_TWICE_B 2.375
+score DRUGS_ERECTILE_SHORT_SHORTNER 1.001
+score EBAY_IMG_NOT_RCVD_EBAY 2.066
+score END_FUTURE_EMAILS 1.395
+score FILL_THIS_FORM 0.081
+score FORGED_RELAY_MUA_TO_MX 1.917
+score FORGED_SPF_HELO 0.754
+score FORM_FRAUD 1.000
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 0.953
-score FROM_ADDR_WS 0.001 # force non-zero
+score FOUND_YOU 3.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.195
+score FROMSPACE 0.003
+score FROM_2_EMAILS_SHORT 1.316
+score FROM_ADDR_WS 0.001
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 1.131
+score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 3.099
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 1.659
-score FROM_MISSP_MSFT 0.050
+score FROM_MISSP_FREEMAIL 2.929
+score FROM_MISSP_MSFT 2.243
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 1.295
-score FROM_MISSP_USER 1.424
-score FROM_MISSP_XPRIO 0.723
-score FROM_NTLD_REPLY_FREEMAIL 1.166
+score FROM_MISSP_TO_UNDISC 0.535
+score FROM_MISSP_USER 0.137
+score FROM_MISSP_XPRIO 1.489
+score FROM_NTLD_REPLY_FREEMAIL 0.465
score FROM_PAYPAL_SPOOF 1.599
-score FROM_SUSPICIOUS_NTLD 0.500
-score FROM_SUSPICIOUS_NTLD_FP 1.269
+score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_SUSPICIOUS_NTLD_FP 1.503
score FROM_WSP_LEAD 0.001
-score FROM_WSP_TRAIL 1.503
-score FSL_BULK_SIG 0.938
-score FSL_CTYPE_WIN1251 2.958
-score FSL_HELO_FAKE 1.795
+score FROM_WSP_TRAIL 2.699
+score FSL_BULK_SIG 0.935
+score FSL_CTYPE_WIN1251 1.472
+score FSL_HELO_FAKE 1.793
score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 1.135
+score FSL_THIS_IS_ADV 1.070
score FUZZY_CLICK_HERE 2.899
-score GB_BITCOIN_CP 1.038
-score GB_BITCOIN_NH 2.981
+score GB_BITCOIN_CP 1.889
+score GB_BITCOIN_NH 2.922
score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOGLE_OBFUS 0.749
-score GOOG_REDIR_HTML_ONLY 0.662
-score GOOG_REDIR_NORDNS 2.800
-score HDRS_LCASE 0.100
+score GB_GOOGLE_OBFUS 0.750
+score GOOG_REDIR_HTML_ONLY 1.999
+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 0.249
-score HELO_MISC_IP 0.001 # force non-zero
-score HELO_NO_DOMAIN 1.159
-score HK_GOLDDUST 0.134
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_MISC_IP 0.001
+score HELO_NO_DOMAIN 0.961
+score HK_GOLDDUST 0.352
score HK_NAME_MR_MRS 0.999
-score HK_RANDOM_FROM 1.000
-score HK_RANDOM_REPLYTO 1.000
-score HK_RCVD_IP_MULTICAST 0.001
+score HK_RANDOM_FROM 0.999
+score HK_RANDOM_REPLYTO 0.999
+score HK_RCVD_IP_MULTICAST 0.498
score HK_SCAM 1.999
-score HK_WIN 0.287
-score HOSTED_IMG_DIRECT_MX 2.842
-score HOSTED_IMG_MULTI 2.279
-score HTML_OFF_PAGE 1.079
-score HTML_SINGLET_MANY 1.689
+score HK_WIN 0.625
+score HOSTED_IMG_DIRECT_MX 1.201
+score HOSTED_IMG_MULTI 2.981
+score HTML_OFF_PAGE 1.074
+score HTML_SINGLET_MANY 1.481
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 2.036
+score HTML_TEXT_INVISIBLE_STYLE 2.037
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 2.896
-score KHOP_FAKE_EBAY 0.226
+score KB_FORGED_MOZ4 2.897
+score KHOP_FAKE_EBAY 0.551
score KHOP_HELO_FCRDNS 0.276
score LIST_PARTIAL_SHORT_MSG 2.500
-score LIST_PRTL_SAME_USER 0.019
-score LITECOIN_EXTORT_01 4.022
-score LONG_HEX_URI 2.777
+score LIST_PRTL_SAME_USER 0.001
+score LITECOIN_EXTORT_01 3.999
+score LONG_HEX_URI 2.643
score LONG_IMG_URI 1.369
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001
+score LOTTO_AGENT 0.281
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.546
-score MALF_HTML_B64 1.785
-score MALWARE_NORDNS 1.436
-score MALWARE_PASSWORD 3.406
+score MALFORMED_FREEMAIL 1.197
+score MALF_HTML_B64 1.808
+score MALWARE_NORDNS 1.301
+score MALWARE_PASSWORD 3.041
score MAY_BE_FORGED 0.191
-score MILLION_HUNDRED 1.783
+score MILLION_HUNDRED 1.781
score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 1.999
-score MIXED_ES 2.299
-score MONEY_FORM 0.360
-score MONEY_FORM_SHORT 2.422
+score MIXED_ES 2.399
+score MONEY_FORM 0.381
+score MONEY_FORM_SHORT 2.421
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.156
-score MONEY_FROM_41 1.999
+score MONEY_FRAUD_8 2.326
+score MONEY_FROM_41 2.000
score MONEY_FROM_MISSP 1.999
score NORDNS_LOW_CONTRAST 1.898
-score NO_FM_NAME_IP_HOSTN 0.899
-score NSL_RCVD_FROM_USER 1.823
-score NSL_RCVD_HELO_USER 1.560
-score NUMBERONLY_BITCOIN_EXP 1.490
-score OBFU_BITCOIN 2.999
-score ONLINE_MKTG_CNSLT 2.900
-score PDS_BTC_ID 0.500
-score PDS_BTC_MSGID 0.999
-score PDS_DBL_URL_TNB_RUNON 1.209
+score NO_FM_NAME_IP_HOSTN 0.904
+score NSL_RCVD_FROM_USER 1.205
+score NSL_RCVD_HELO_USER 1.494
+score NUMBERONLY_BITCOIN_EXP 0.780
+score OBFU_BITCOIN 2.990
+score ONLINE_MKTG_CNSLT 2.899
+score PDS_BTC_ID 0.499
+score PDS_BTC_MSGID 0.602
+score PDS_DBL_URL_TNB_RUNON 1.407
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.274
+score PDS_FROM_2_EMAILS 2.403
score PDS_FROM_NAME_TO_DOMAIN 0.999
-score PDS_HP_HELO_NORDNS 0.001
-score PDS_LTC_CP 3.000
-score PDS_LTC_HUSH 2.192
+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 0.923
+score PDS_PHPEXP_BOT 0.431
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 0.498
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 1.000
+score PDS_TO_EQ_FROM_NAME 0.001
score PDS_X_PHP_WP_EXP 1.499
score PHP_ORIG_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
-score RATWARE_NO_RDNS 1.197
+score RATWARE_NO_RDNS 2.005
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.355
-score RISK_FREE 1.523
-score SERGIO_SUBJECT_PORN014 2.899
+score RDNS_NUM_TLD_XM 1.531
+score RISK_FREE 0.285
+score SERGIO_SUBJECT_PORN014 2.999
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORTENED_URL_SRC 0.788
-score SHORT_IMG_SUSP_NTLD 0.001
-score SHORT_SHORTNER 2.000
-score SINGLETS_LOW_CONTRAST 0.001 # force non-zero
+score SHORT_IMG_SUSP_NTLD 0.346
+score SHORT_SHORTNER 1.999
+score SINGLETS_LOW_CONTRAST 0.001
score SPOOFED_FREEMAIL 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.178
+score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 1.998
score STATIC_XPRIO_OLE 1.999
score STOCK_LOW_CONTRAST 2.500
score SUBJ_OBFU_PUNCT_FEW 0.749
-score SUBJ_OBFU_PUNCT_MANY 0.979
-score SUBJ_UNNEEDED_HTML 1.443
+score SUBJ_OBFU_PUNCT_MANY 1.272
+score SUBJ_UNNEEDED_HTML 2.014
score TEQF_USR_POLITE 0.001
-score THIS_AD 1.900
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.837
-score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.500
-score TO_EQ_FM_DIRECT_MX 1.688
+score THIS_AD 1.899
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.499
+score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
+score TO_EQ_FM_DIRECT_MX 1.368
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.974
-score TO_EQ_FM_DOM_SPF_FAIL 0.832
-score TO_EQ_FM_HTML_ONLY 0.297
-score TO_IN_SUBJ 0.100
+score TO_EQ_FM_DOM_HTML_ONLY 0.454
+score TO_EQ_FM_DOM_SPF_FAIL 1.322
+score TO_EQ_FM_HTML_ONLY 0.835
+score TO_IN_SUBJ 0.099
score TO_NAME_SUBJ_NO_RDNS 2.243
-score TO_NO_BRKTS_FROM_MSSP 2.499
+score TO_NO_BRKTS_FROM_MSSP 2.500
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 2.500
-score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_SPACE_ENCODED 1.075
-score TVD_SPACE_RATIO_MINFP 2.500
-score UPGRADE_MAILBOX 1.599
+score TO_NO_BRKTS_MSFT 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.848
+score TO_NO_BRKTS_PCNT 2.494
+score TVD_SPACE_ENCODED 0.001 # force non-zero
+score TVD_SPACE_RATIO_MINFP 2.499
+score UPGRADE_MAILBOX 1.500
score URI_GOOGLE_PROXY 2.399
-score URI_ONLY_MSGID_MALF 1.495
+score URI_ONLY_MSGID_MALF 1.999
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.264
-score URI_WPADMIN 2.499
+score URI_TRY_3LD 1.349
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 2.113
+score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
score AC_BR_BONANZA 0.001
score AC_HTML_NONSENSE_TAGS 1.000
@@ -297,7 +295,6 @@ score RAND_HEADER_MANY 1.0
score RDNS_NUM_TLD_ATCHNX 1.000
score SEO_SUSP_NTLD 1.000
score SHOPIFY_IMG_NOT_RCVD_SFY 1.000
-score SHORTENER_SHORT_IMG 1.000
score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
score STOCK_TIP 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1872129&r1=1872128&r2=1872129&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Dec 31 04:24:44 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 572157 67.974% (99.650% of non-spam corpus)
-# Correctly spam: 179629 21.340% (67.136% of spam corpus)
-# False positives: 2012 0.239% (0.350% of nonspam, 28004 weighted)
-# False negatives: 87932 10.447% (32.864% of spam, 182066 weighted)
-# Average score for spam: 8.6 nonspam: 0.5
+# Correctly non-spam: 567572 67.934% (99.657% of non-spam corpus)
+# Correctly spam: 178096 21.317% (66.965% of spam corpus)
+# False positives: 1956 0.234% (0.343% of nonspam, 27262 weighted)
+# False negatives: 87856 10.516% (33.035% of spam, 186487 weighted)
+# Average score for spam: 8.8 nonspam: 0.6
# Average for false-pos: 6.0 false-neg: 2.1
-# TOTAL: 841730 100.00%
+# TOTAL: 835480 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 71320 99.53%
-# Correctly spam: 22529 67.34%
-# False positives: 335 0.47%
-# False negatives: 10928 32.66%
-# TCR(l=50): 1.208794 SpamRecall: 67.337% SpamPrec: 98.535%
+# Correctly non-spam: 70820 99.62%
+# Correctly spam: 22379 67.27%
+# False positives: 267 0.38%
+# False negatives: 10887 32.73%
+# TCR(l=50): 1.372530 SpamRecall: 67.273% SpamPrec: 98.821%
##### 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: 565352 98.46%
-# Correctly spam: 97317 36.37%
-# False positives: 8817 1.54%
-# False negatives: 170244 63.63%
-# TCR(l=50): 0.437839 SpamRecall: 36.372% SpamPrec: 91.693%
+# Correctly non-spam: 560711 98.45%
+# Correctly spam: 97940 36.83%
+# False positives: 8817 1.55%
+# False negatives: 168012 63.17%
+# TCR(l=50): 0.436802 SpamRecall: 36.826% SpamPrec: 91.741%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 70563 98.48%
-# Correctly spam: 12312 36.80%
-# False positives: 1092 1.52%
-# False negatives: 21145 63.20%
-# TCR(l=50): 0.441706 SpamRecall: 36.799% SpamPrec: 91.853%
+# Correctly non-spam: 70018 98.50%
+# Correctly spam: 12315 37.02%
+# False positives: 1069 1.50%
+# False negatives: 20951 62.98%
+# TCR(l=50): 0.447118 SpamRecall: 37.020% SpamPrec: 92.013%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1872129&r1=1872128&r2=1872129&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Dec 31 04:24:44 2019
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 557378 68.566% (99.911% of non-spam corpus)
-# Correctly spam: 222661 27.391% (87.305% of spam corpus)
-# False positives: 495 0.061% (0.089% of nonspam, 14402 weighted)
-# False negatives: 32378 3.983% (12.695% of spam, 56414 weighted)
-# Average score for spam: 17.7 nonspam: -2.9
-# Average for false-pos: 6.4 false-neg: 1.7
-# TOTAL: 812912 100.00%
+# Correctly non-spam: 556752 68.495% (99.802% of non-spam corpus)
+# Correctly spam: 222543 27.379% (87.278% of spam corpus)
+# False positives: 1104 0.136% (0.198% of nonspam, 28393 weighted)
+# False negatives: 32438 3.991% (12.722% of spam, 56969 weighted)
+# Average score for spam: 17.8 nonspam: -2.9
+# Average for false-pos: 5.6 false-neg: 1.8
+# TOTAL: 812837 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 69519 99.76%
-# Correctly spam: 27732 87.04%
-# False positives: 167 0.24%
-# False negatives: 4128 12.96%
-# TCR(l=50): 2.553294 SpamRecall: 87.043% SpamPrec: 99.401%
+# Correctly non-spam: 69527 99.77%
+# Correctly spam: 27714 87.00%
+# False positives: 158 0.23%
+# False negatives: 4143 13.00%
+# TCR(l=50): 2.645271 SpamRecall: 86.995% SpamPrec: 99.433%
##### 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: 555940 99.65%
-# Correctly spam: 164792 64.61%
-# False positives: 1933 0.35%
-# False negatives: 90247 35.39%
-# TCR(l=50): 1.364597 SpamRecall: 64.614% SpamPrec: 98.841%
+# Correctly non-spam: 555910 99.65%
+# Correctly spam: 164929 64.68%
+# False positives: 1946 0.35%
+# False negatives: 90052 35.32%
+# TCR(l=50): 1.360973 SpamRecall: 64.683% SpamPrec: 98.834%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 69427 99.63%
-# Correctly spam: 20562 64.54%
-# False positives: 259 0.37%
-# False negatives: 11298 35.46%
-# TCR(l=50): 1.313923 SpamRecall: 64.539% SpamPrec: 98.756%
+# Correctly non-spam: 69430 99.63%
+# Correctly spam: 20522 64.42%
+# False positives: 255 0.37%
+# False negatives: 11335 35.58%
+# TCR(l=50): 1.322690 SpamRecall: 64.419% SpamPrec: 98.773%