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 2020/01/04 05:23:06 UTC
svn commit: r1872305 [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=1872305&r1=1872304&r2=1872305&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Jan 4 05:23:05 2020
@@ -2,206 +2,204 @@
# 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 2.708
-score ADMITS_SPAM 1.972
-score ADVANCE_FEE_2_NEW_MONEY 1.142
-score ADVANCE_FEE_3_NEW_MONEY 2.414
-score ADVANCE_FEE_4_NEW 2.172
-score ADVANCE_FEE_4_NEW_FORM 1.793
-score ADVANCE_FEE_4_NEW_MONEY 2.899
+score AC_FROM_MANY_DOTS 2.999
+score ADMITS_SPAM 2.601
+score ADVANCE_FEE_2_NEW_MONEY 0.698
+score ADVANCE_FEE_3_NEW_MONEY 2.416
+score ADVANCE_FEE_4_NEW 2.246
+score ADVANCE_FEE_4_NEW_FORM 2.522
+score ADVANCE_FEE_4_NEW_MONEY 2.900
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.650
+score ADVANCE_FEE_5_NEW_MONEY 0.414
score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 2.499
-score AMAZON_IMG_NOT_RCVD_AMZN 2.055
-score AXB_XMAILER_MIMEOLE_OL_024C2 2.870
-score BITCOIN_DEADLINE 2.321
-score BITCOIN_EXTORT_01 1.798
-score BITCOIN_MALWARE 0.045
-score BITCOIN_SPAM_02 1.100
-score BITCOIN_SPAM_05 1.101
-score BITCOIN_SPAM_07 2.775
-score BITCOIN_SPAM_08 0.628
-score BITCOIN_SPAM_09 1.473
-score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 0.698
-score BODY_SINGLE_WORD 2.300
+score ALIBABA_IMG_NOT_RCVD_ALI 2.500
+score AMAZON_IMG_NOT_RCVD_AMZN 2.054
+score AXB_XMAILER_MIMEOLE_OL_024C2 1.348
+score BITCOIN_DEADLINE 2.319
+score BITCOIN_EXTORT_01 1.815
+score BITCOIN_MALWARE 1.757
+score BITCOIN_SPAM_02 1.420
+score BITCOIN_SPAM_05 0.035
+score BITCOIN_SPAM_07 2.521
+score BITCOIN_SPAM_08 0.594
+score BITCOIN_SPAM_09 1.499
+score BODY_EMPTY 1.692
+score BODY_SINGLE_URI 1.279
+score BODY_SINGLE_WORD 1.718
score BODY_URI_ONLY 0.999
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.781
-score CK_HELO_DYNAMIC_SPLIT_IP 0.001 # force non-zero
+score BOGUS_MSM_HDRS 2.999
+score CK_HELO_DYNAMIC_SPLIT_IP 0.001
score CK_HELO_GENERIC 0.249
score DEAR_BENEFICIARY 2.799
-score DKIMWL_BL 1.771
+score DKIMWL_BL 1.778
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DOS_RCVD_IP_TWICE_B 2.341
-score DRUGS_ERECTILE_SHORT_SHORTNER 0.001
-score EBAY_IMG_NOT_RCVD_EBAY 2.999
-score END_FUTURE_EMAILS 1.395
-score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 1.977
-score FORGED_SPF_HELO 0.848
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DOS_RCVD_IP_TWICE_B 2.503
+score DRUGS_ERECTILE_SHORT_SHORTNER 0.324
+score EBAY_IMG_NOT_RCVD_EBAY 0.855
+score END_FUTURE_EMAILS 1.399
+score FILL_THIS_FORM 0.459
+score FORGED_RELAY_MUA_TO_MX 1.746
+score FORGED_SPF_HELO 1.398
score FORM_FRAUD 0.999
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.129
-score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 1.423
-score FROM_ADDR_WS 0.001
+score FREEMAIL_FORGED_FROMDOMAIN 0.052
+score FROMSPACE 0.002
+score FROM_2_EMAILS_SHORT 1.527
+score FROM_ADDR_WS 0.461
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
-score FROM_MISSPACED 1.635
+score FROM_MISSPACED 0.916
score FROM_MISSP_DYNIP 3.099
score FROM_MISSP_EH_MATCH 1.999
-score FROM_MISSP_FREEMAIL 1.536
-score FROM_MISSP_MSFT 3.010
+score FROM_MISSP_FREEMAIL 1.610
+score FROM_MISSP_MSFT 2.298
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_SPF_FAIL 1.999
-score FROM_MISSP_TO_UNDISC 2.127
-score FROM_MISSP_USER 1.919
-score FROM_MISSP_XPRIO 1.434
-score FROM_NTLD_REPLY_FREEMAIL 0.999
-score FROM_PAYPAL_SPOOF 1.599
+score FROM_MISSP_TO_UNDISC 1.439
+score FROM_MISSP_USER 2.159
+score FROM_MISSP_XPRIO 1.964
+score FROM_NTLD_REPLY_FREEMAIL 1.584
+score FROM_PAYPAL_SPOOF 1.600
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.268
+score FROM_SUSPICIOUS_NTLD_FP 1.264
score FROM_WSP_LEAD 0.001
-score FROM_WSP_TRAIL 0.572
-score FSL_BULK_SIG 0.937
-score FSL_CTYPE_WIN1251 0.836
-score FSL_HELO_FAKE 1.797
+score FROM_WSP_TRAIL 0.001
+score FSL_BULK_SIG 0.936
+score FSL_CTYPE_WIN1251 2.474
+score FSL_HELO_FAKE 1.984
score FSL_NEW_HELO_USER 1.999
-score FSL_THIS_IS_ADV 1.128
+score FSL_THIS_IS_ADV 0.923
score FUZZY_CLICK_HERE 2.899
-score GB_BITCOIN_CP 2.403
-score GB_BITCOIN_NH 2.933
-score GB_FREEMAIL_DISPTO 0.499
-score GB_GOOGLE_OBFUS 0.749
-score GOOG_REDIR_HTML_ONLY 1.092
+score GB_BITCOIN_CP 2.587
+score GB_BITCOIN_NH 2.847
+score GB_FREEMAIL_DISPTO 0.404
+score GB_GOOGLE_OBFUS 0.750
+score GOOG_REDIR_HTML_ONLY 0.099
score GOOG_REDIR_NORDNS 2.799
-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 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_MISC_IP 0.140
-score HELO_NO_DOMAIN 1.026
-score HK_GOLDDUST 0.062
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_MISC_IP 0.167
+score HELO_NO_DOMAIN 1.162
+score HK_GOLDDUST 0.501
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_RCVD_IP_MULTICAST 0.507
+score HK_RCVD_IP_MULTICAST 0.505
score HK_SCAM 1.999
-score HK_WIN 0.274
-score HOSTED_IMG_DIRECT_MX 1.508
-score HOSTED_IMG_MULTI 2.025
-score HTML_OFF_PAGE 1.072
-score HTML_SINGLET_MANY 1.488
+score HK_WIN 0.999
+score HOSTED_IMG_DIRECT_MX 0.997
+score HOSTED_IMG_MULTI 1.414
+score HTML_OFF_PAGE 1.073
+score HTML_SINGLET_MANY 1.689
score HTML_TEXT_INVISIBLE_FONT 2.999
score HTML_TEXT_INVISIBLE_STYLE 2.037
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 2.899
-score KHOP_FAKE_EBAY 0.076
-score KHOP_HELO_FCRDNS 0.276
+score KB_FORGED_MOZ4 4.180
+score KHOP_FAKE_EBAY 0.902
+score KHOP_HELO_FCRDNS 0.275
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.010
-score LITECOIN_EXTORT_01 1.395
+score LIST_PRTL_SAME_USER 0.001
+score LITECOIN_EXTORT_01 1.479
score LONG_HEX_URI 2.609
score LONG_IMG_URI 1.369
score LOTS_OF_MONEY 0.010
-score LOTTO_AGENT 0.001
-score MALFORMED_FREEMAIL 1.261
-score MALF_HTML_B64 3.499
-score MALWARE_NORDNS 1.922
-score MALWARE_PASSWORD 3.499
-score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 1.678
-score MILLION_USD 1.992
+score LOTTO_AGENT 1.499
+score MALFORMED_FREEMAIL 1.235
+score MALF_HTML_B64 1.464
+score MALWARE_NORDNS 2.944
+score MALWARE_PASSWORD 3.500
+score MAY_BE_FORGED 0.001 # force non-zero
+score MILLION_HUNDRED 1.791
+score MILLION_USD 1.999
score MIMEOLE_DIRECT_TO_MX 1.999
score MIXED_ES 2.399
-score MONEY_ATM_CARD 2.399
-score MONEY_FORM 0.461
-score MONEY_FORM_SHORT 1.977
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 2.487
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 2.999
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score NORDNS_LOW_CONTRAST 1.780
-score NO_FM_NAME_IP_HOSTN 0.762
-score NSL_RCVD_FROM_USER 1.785
-score NSL_RCVD_HELO_USER 0.145
+score NORDNS_LOW_CONTRAST 1.770
+score NO_FM_NAME_IP_HOSTN 0.737
+score NSL_RCVD_FROM_USER 1.791
+score NSL_RCVD_HELO_USER 0.761
score OBFU_BITCOIN 2.999
score ONLINE_MKTG_CNSLT 2.899
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.499
-score PDS_DBL_URL_TNB_RUNON 0.891
+score PDS_BTC_MSGID 0.999
+score PDS_DBL_URL_TNB_RUNON 1.957
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.399
-score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_FROM_2_EMAILS 2.179
+score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_LTC_CP 2.999
+score PDS_LTC_CP 3.000
score PDS_LTC_HUSH 2.499
-score PDS_PHPEXP_BOT 0.889
+score PDS_PHPEXP_BOT 1.064
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 1.000
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
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 1.000
-score RATWARE_NO_RDNS 1.212
+score RATWARE_NO_RDNS 1.095
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_XM 2.795
-score RISK_FREE 0.343
+score RDNS_NUM_TLD_XM 1.710
+score RISK_FREE 2.670
score SERGIO_SUBJECT_PORN014 2.899
-score SERGIO_SUBJECT_VIAGRA01 2.774
-score SHORT_IMG_SUSP_NTLD 0.262
-score SHORT_SHORTNER 2.000
+score SERGIO_SUBJECT_VIAGRA01 0.001 # force non-zero
+score SHORT_IMG_SUSP_NTLD 0.001
+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 1.999
-score STATIC_XPRIO_OLE 1.999
+score SPOOFED_FREEMAIL 2.000
+score SPOOFED_FREEMAIL_NO_RDNS 0.318
+score SPOOFED_FREEM_REPTO 1.998
+score STATIC_XPRIO_OLE 1.041
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.750
-score SUBJ_OBFU_PUNCT_MANY 0.968
-score SUBJ_UNNEEDED_HTML 1.533
+score SUBJ_OBFU_PUNCT_FEW 0.749
+score SUBJ_OBFU_PUNCT_MANY 0.974
+score SUBJ_UNNEEDED_HTML 1.059
score TEQF_USR_POLITE 0.001
score THIS_AD 1.899
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 0.958
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.499
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 1.610
-score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.038
-score TO_EQ_FM_DOM_SPF_FAIL 1.240
-score TO_EQ_FM_HTML_ONLY 0.242
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.991
+score TO_EQ_FM_DIRECT_MX 1.992
+score TO_EQ_FM_DOM_HTML_IMG 0.001 # force non-zero
+score TO_EQ_FM_DOM_HTML_ONLY 0.425
+score TO_EQ_FM_DOM_SPF_FAIL 1.217
+score TO_EQ_FM_HTML_ONLY 0.864
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.244
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
-score TO_NO_BRKTS_HTML_ONLY 2.000
-score TO_NO_BRKTS_MSFT 2.499
-score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.499
+score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_NO_BRKTS_MSFT 2.500
+score TO_NO_BRKTS_NORDNS_HTML 1.847
+score TO_NO_BRKTS_PCNT 2.500
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
-score UPGRADE_MAILBOX 1.599
+score UPGRADE_MAILBOX 1.499
score URI_GOOGLE_PROXY 2.399
-score URI_ONLY_MSGID_MALF 2.000
-score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 1.385
-score URI_WPADMIN 2.499
+score URI_ONLY_MSGID_MALF 1.999
+score URI_PHP_REDIR 3.500
+score URI_TRY_3LD 1.220
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 2.109
-score XPRIO_URL_SHORTNER 0.999
+score XPRIO_SHORT_SUBJ 2.499
+score XPRIO_URL_SHORTNER 0.615
score AC_BR_BONANZA 0.001
score AC_HTML_NONSENSE_TAGS 1.000
score AC_SPAMMY_URI_PATTERNS1 1.000
@@ -293,6 +291,7 @@ 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=1872305&r1=1872304&r2=1872305&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Jan 4 05:23:05 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 685037 52.757% (99.646% of non-spam corpus)
-# Correctly spam: 465440 35.845% (76.175% of spam corpus)
-# False positives: 2433 0.187% (0.354% of nonspam, 63765 weighted)
-# False negatives: 145572 11.211% (23.825% of spam, 321195 weighted)
-# Average score for spam: 10.5 nonspam: 0.6
-# Average for false-pos: 5.9 false-neg: 2.2
-# TOTAL: 1298482 100.00%
+# Correctly non-spam: 689912 53.170% (99.521% of non-spam corpus)
+# Correctly spam: 459645 35.424% (76.059% of spam corpus)
+# False positives: 3318 0.256% (0.479% of nonspam, 82686 weighted)
+# False negatives: 144683 11.150% (23.941% of spam, 316714 weighted)
+# Average score for spam: 10.3 nonspam: 0.6
+# Average for false-pos: 5.7 false-neg: 2.2
+# TOTAL: 1297558 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 85408 99.60%
-# Correctly spam: 58045 76.03%
-# False positives: 342 0.40%
-# False negatives: 18298 23.97%
-# TCR(l=50): 2.156704 SpamRecall: 76.032% SpamPrec: 99.414%
+# Correctly non-spam: 86004 99.46%
+# Correctly spam: 57537 76.22%
+# False positives: 469 0.54%
+# False negatives: 17951 23.78%
+# TCR(l=50): 1.823338 SpamRecall: 76.220% SpamPrec: 99.191%
##### 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: 671238 97.64%
-# Correctly spam: 269939 44.18%
-# False positives: 16232 2.36%
-# False negatives: 341073 55.82%
-# TCR(l=50): 0.530083 SpamRecall: 44.179% SpamPrec: 94.328%
+# Correctly non-spam: 676787 97.63%
+# Correctly spam: 263147 43.54%
+# False positives: 16443 2.37%
+# False negatives: 341181 56.46%
+# TCR(l=50): 0.519481 SpamRecall: 43.544% SpamPrec: 94.119%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 83736 97.65%
-# Correctly spam: 33679 44.12%
-# False positives: 2014 2.35%
-# False negatives: 42664 55.88%
-# TCR(l=50): 0.532512 SpamRecall: 44.115% SpamPrec: 94.357%
+# Correctly non-spam: 84433 97.64%
+# Correctly spam: 32826 43.49%
+# False positives: 2040 2.36%
+# False negatives: 42662 56.51%
+# TCR(l=50): 0.521823 SpamRecall: 43.485% SpamPrec: 94.149%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1872305&r1=1872304&r2=1872305&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Jan 4 05:23:05 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 557309 68.581% (99.907% of non-spam corpus)
-# Correctly spam: 222123 27.334% (87.177% of spam corpus)
-# False positives: 521 0.064% (0.093% of nonspam, 15056 weighted)
-# False negatives: 32672 4.021% (12.823% of spam, 58216 weighted)
-# Average score for spam: 17.9 nonspam: -2.9
-# Average for false-pos: 6.3 false-neg: 1.8
-# TOTAL: 812625 100.00%
+# Correctly non-spam: 557330 68.592% (99.911% of non-spam corpus)
+# Correctly spam: 222182 27.344% (87.231% of spam corpus)
+# False positives: 497 0.061% (0.089% of nonspam, 14498 weighted)
+# False negatives: 32523 4.003% (12.769% of spam, 57612 weighted)
+# Average score for spam: 17.6 nonspam: -2.9
+# Average for false-pos: 6.4 false-neg: 1.8
+# TOTAL: 812532 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 69536 99.79%
-# Correctly spam: 27703 87.04%
-# False positives: 147 0.21%
-# False negatives: 4125 12.96%
-# TCR(l=50): 2.773682 SpamRecall: 87.040% SpamPrec: 99.472%
+# Correctly non-spam: 69599 99.88%
+# Correctly spam: 27646 86.88%
+# False positives: 84 0.12%
+# False negatives: 4174 13.12%
+# TCR(l=50): 3.799857 SpamRecall: 86.882% SpamPrec: 99.697%
##### 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: 555893 99.65%
-# Correctly spam: 164775 64.67%
-# False positives: 1937 0.35%
-# False negatives: 90020 35.33%
-# TCR(l=50): 1.363488 SpamRecall: 64.670% SpamPrec: 98.838%
+# Correctly non-spam: 555870 99.65%
+# Correctly spam: 164706 64.67%
+# False positives: 1957 0.35%
+# False negatives: 89999 35.33%
+# TCR(l=50): 1.355903 SpamRecall: 64.665% SpamPrec: 98.826%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 69436 99.65%
-# Correctly spam: 20570 64.63%
-# False positives: 247 0.35%
-# False negatives: 11258 35.37%
-# TCR(l=50): 1.348187 SpamRecall: 64.629% SpamPrec: 98.813%
+# Correctly non-spam: 69437 99.65%
+# Correctly spam: 20541 64.55%
+# False positives: 246 0.35%
+# False negatives: 11279 35.45%
+# TCR(l=50): 1.349506 SpamRecall: 64.554% SpamPrec: 98.817%