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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/02/10 05:31:36 UTC
svn commit: r1873842 [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=1873842&r1=1873841&r2=1873842&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Feb 10 05:31:36 2020
@@ -3,104 +3,104 @@
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 1.498
+score AC_FROM_MANY_DOTS 2.079
score AC_HTML_NONSENSE_TAGS 1.999
-score ADMITS_SPAM 2.844
-score ADVANCE_FEE_2_NEW_MONEY 1.936
-score ADVANCE_FEE_3_NEW 3.462
-score ADVANCE_FEE_3_NEW_MONEY 0.505
+score ADMITS_SPAM 2.896
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW 3.468
+score ADVANCE_FEE_3_NEW_MONEY 0.655
score ADVANCE_FEE_4_NEW 0.001
score ADVANCE_FEE_4_NEW_FRM_MNY 2.399
-score ADVANCE_FEE_4_NEW_MONEY 2.699
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score AD_PREFS 0.500
-score ALIBABA_IMG_NOT_RCVD_ALI 0.019
-score AMAZON_IMG_NOT_RCVD_AMZN 1.502
+score ADVANCE_FEE_4_NEW_MONEY 1.052
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.258
+score AD_PREFS 0.499
+score ALIBABA_IMG_NOT_RCVD_ALI 0.090
+score AMAZON_IMG_NOT_RCVD_AMZN 2.388
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BITCOIN_DEADLINE 0.001
-score BITCOIN_EXTORT_01 2.680
-score BITCOIN_MALWARE 0.001 # force non-zero
-score BITCOIN_PAY_ME 2.621
-score BITCOIN_SPAM_02 2.499
+score BITCOIN_EXTORT_01 2.995
+score BITCOIN_MALWARE 0.001
+score BITCOIN_PAY_ME 2.885
+score BITCOIN_SPAM_02 0.578
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 2.089
+score BITCOIN_SPAM_05 1.683
score BITCOIN_SPAM_07 3.499
-score BITCOIN_SPAM_09 1.500
-score BODY_EMPTY 1.889
-score BODY_SINGLE_URI 2.500
+score BITCOIN_SPAM_09 1.499
+score BODY_EMPTY 1.999
+score BODY_SINGLE_URI 2.499
score BODY_SINGLE_WORD 1.876
-score BODY_URI_ONLY 0.999
-score BOGUS_MIME_VERSION 0.641
-score BOGUS_MSM_HDRS 1.535
+score BODY_URI_ONLY 1.000
+score BOGUS_MIME_VERSION 0.772
+score BOGUS_MSM_HDRS 1.641
score CANT_SEE_AD 2.499
score CK_HELO_DYNAMIC_SPLIT_IP 0.001
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.250
score CTE_8BIT_MISMATCH 0.999
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 1.774
+score DKIMWL_BL 2.204
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 2.799
-score EBAY_IMG_NOT_RCVD_EBAY 0.343
+score DX_TEXT_03 2.699
+score EBAY_IMG_NOT_RCVD_EBAY 1.906
score END_FUTURE_EMAILS 1.275
score FILL_THIS_FORM 0.001
-score FORGED_RELAY_MUA_TO_MX 3.375
-score FORGED_SPF_HELO 0.995
+score FORGED_RELAY_MUA_TO_MX 3.246
+score FORGED_SPF_HELO 1.124
score FORM_FRAUD 0.001
score FORM_FRAUD_3 2.299
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.249
-score FROMSPACE 2.281
+score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FROMSPACE 2.282
score FROM_2_EMAILS_SHORT 1.999
score FROM_ADDR_WS 0.512
score FROM_FMBLA_NEWDOM 1.499
score FROM_FMBLA_NEWDOM14 0.999
-score FROM_FMBLA_NEWDOM28 0.800
+score FROM_FMBLA_NEWDOM28 0.799
score FROM_GOV_DKIM_AU -0.001
-score FROM_GOV_SPOOF 0.001 # force non-zero
+score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 2.878
+score FROM_MISSP_DYNIP 2.121
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.778
+score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 1.037
-score FROM_MISSP_TO_UNDISC 0.954
+score FROM_MISSP_TO_UNDISC 1.513
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_NAME_EQ_TO_G_DRIVE 0.661
-score FROM_NTLD_LINKBAIT 1.683
-score FROM_NTLD_REPLY_FREEMAIL 1.544
-score FROM_PAYPAL_SPOOF 0.001 # force non-zero
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_NAME_EQ_TO_G_DRIVE 0.185
+score FROM_NTLD_LINKBAIT 1.911
+score FROM_NTLD_REPLY_FREEMAIL 1.150
+score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_WORDY 2.364
+score FROM_WORDY 1.788
score FROM_WSP_TRAIL 2.299
-score FSL_BULK_SIG 0.001 # force non-zero
-score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 4.399
+score FSL_BULK_SIG 0.001
+score FSL_CTYPE_WIN1251 0.001 # force non-zero
+score FSL_HELO_FAKE 1.796
score FSL_NEW_HELO_USER 0.001
-score FSL_THIS_IS_ADV 0.757
+score FSL_THIS_IS_ADV 0.704
score FUZZY_BITCOIN 3.699
score FUZZY_BTC_WALLET 0.001
-score FUZZY_SECURITY 1.452
+score FUZZY_SECURITY 1.488
score FUZZY_WALLET 0.001
score GB_BITCOIN_CP 2.999
-score GB_BITCOIN_NH 1.819
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
-score GB_GOOGLE_OBFUR 0.714
+score GB_BITCOIN_NH 1.503
+score GB_FREEMAIL_DISPTO 0.029
+score GB_FREEMAIL_DISPTO_NOTFREEM 0.500
+score GB_GOOGLE_OBFUR 0.325
score GB_GOOGLE_OBFUS 0.749
-score GB_WP_FILELINK 0.001
+score GB_WP_FILELINK 1.852
score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.800
-score HDRS_LCASE 0.001 # force non-zero
-score HDRS_LCASE_IMGONLY 0.099
+score GOOG_REDIR_NORDNS 2.799
+score HDRS_LCASE 0.001
+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 0.250
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_MISC_IP 0.001
score HELO_NO_DOMAIN 0.001
score HK_GOLDDUST 2.599
@@ -108,124 +108,124 @@ score HK_LOTTO 0.9
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 1.993
-score HOSTED_IMG_DIRECT_MX 3.107
-score HOSTED_IMG_MULTI 1.220
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 1.788
-score HTML_TAG_BALANCE_CENTER 2.330
+score HK_SCAM 1.999
+score HOSTED_IMG_DIRECT_MX 1.423
+score HOSTED_IMG_MULTI 0.769
+score HTML_OFF_PAGE 2.288
+score HTML_SINGLET_MANY 1.787
+score HTML_TAG_BALANCE_CENTER 2.321
score HTML_TEXT_INVISIBLE_FONT 2.999
-score HTML_TEXT_INVISIBLE_STYLE 1.383
+score HTML_TEXT_INVISIBLE_STYLE 1.336
score IMG_ONLY_FM_DOM_INFO 2.499
-score KB_FORGED_MOZ4 1.132
-score KHOP_FAKE_EBAY 0.999
-score KHOP_HELO_FCRDNS 0.399
+score KB_FORGED_MOZ4 1.601
+score KHOP_FAKE_EBAY 0.861
+score KHOP_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.001
-score LONG_HEX_URI 2.264
-score LONG_IMG_URI 1.039
+score LIST_PRTL_SAME_USER 0.388
+score LONG_HEX_URI 2.297
+score LONG_IMG_URI 1.369
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.151
-score MALF_HTML_B64 2.845
+score MALFORMED_FREEMAIL 1.150
+score MALF_HTML_B64 0.559
score MALWARE_NORDNS 0.001
score MALWARE_PASSWORD 3.499
-score MAY_BE_FORGED 1.098
-score MILLION_HUNDRED 0.236
+score MAY_BE_FORGED 1.097
+score MILLION_HUNDRED 0.001 # force non-zero
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.841
-score MONEY_ATM_CARD 2.499
+score MIXED_ES 2.000
+score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 1.453
-score MONEY_FRAUD_3 0.001
+score MONEY_FORM_SHORT 1.302
+score MONEY_FRAUD_3 0.087
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 2.899
+score MONEY_FRAUD_8 1.829
score MONEY_FROM_41 1.999
-score NORDNS_LOW_CONTRAST 2.268
-score NO_FM_NAME_IP_HOSTN 1.837
+score NORDNS_LOW_CONTRAST 2.339
+score NO_FM_NAME_IP_HOSTN 0.515
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score OBFU_BITCOIN 0.001
score OBFU_JVSCR_ESC 2.199
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.508
-score PDS_DBL_URL_ILLEGAL_CHARS 0.001
-score PDS_DBL_URL_TNB_RUNON 0.809
-score PDS_EMPTYSUBJ_URISHRT 0.754
+score PDS_BTC_MSGID 0.999
+score PDS_DBL_URL_ILLEGAL_CHARS 1.610
+score PDS_DBL_URL_TNB_RUNON 1.999
+score PDS_EMPTYSUBJ_URISHRT 0.751
score PDS_FREEMAIL_REPLYTO_URISHRT 1.499
score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.995
+score PDS_FROM_2_EMAILS 1.729
score PDS_FROM_NAME_TO_DOMAIN 0.999
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.648
+score PDS_OTHER_BAD_TLD 1.613
score PDS_PHPEXP_BOT 1.499
score PDS_PHPE_URISHORTENER 1.999
-score PDS_PHP_EVAL 0.501
+score PDS_PHP_EVAL 0.782
score PDS_SHORTFWD_URISHRT 1.499
-score PDS_SHORT_BOGUS_MSM_HDRS 1.456
+score PDS_SHORT_BOGUS_MSM_HDRS 0.001
score PDS_TINYSUBJ_URISHRT 1.499
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.650
-score PDS_TONAME_EQ_TOLOCAL_SHORT 1.997
+score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.649
+score PDS_TONAME_EQ_TOLOCAL_SHORT 2.000
score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.999
-score PDS_TO_EQ_FROM_NAME 0.001
-score PHP_ORIG_SCRIPT 0.104
-score PP_MIME_FAKE_ASCII_TEXT 0.824
+score PDS_TO_EQ_FROM_NAME 1.784
+score PHP_ORIG_SCRIPT 0.817
+score PP_MIME_FAKE_ASCII_TEXT 0.695
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RDNS_NUM_TLD_ATCHNX 2.039
-score RDNS_NUM_TLD_XM 1.361
-score RISK_FREE 0.453
+score RDNS_NUM_TLD_ATCHNX 0.805
+score RDNS_NUM_TLD_XM 1.159
+score RISK_FREE 0.454
score SERGIO_SUBJECT_PORN014 3.999
score SERGIO_SUBJECT_VIAGRA01 0.001
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 0.001
-score SHORT_BODY_G_DRIVE_DYN 0.724
-score SHORT_IMG_SUSP_NTLD 0.882
+score SHORTENER_SHORT_IMG 1.306
+score SHORT_BODY_G_DRIVE_DYN 1.080
+score SHORT_IMG_SUSP_NTLD 1.421
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 1.995
-score SPOOFED_FREEMAIL_NO_RDNS 0.727
+score SPOOFED_FREEMAIL 1.999
+score SPOOFED_FREEMAIL_NO_RDNS 0.694
score SPOOFED_FREEM_REPTO 2.499
-score STATIC_XPRIO_OLE 1.211
-score STOCK_LOW_CONTRAST 2.500
+score STATIC_XPRIO_OLE 1.458
+score STOCK_LOW_CONTRAST 2.499
score SUBJ_OBFU_PUNCT_FEW 0.749
score SUBJ_OBFU_PUNCT_MANY 1.749
-score SUSPNTLD_EXPIRATION_EXTORT 0.785
+score SUSPNTLD_EXPIRATION_EXTORT 0.001
score TEQF_USR_POLITE 0.001
-score THIS_AD 1.399
-score THIS_IS_ADV_SUSP_NTLD 0.058
+score THIS_AD 1.400
+score THIS_IS_ADV_SUSP_NTLD 0.450
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 2.120
+score TO_EQ_FM_DIRECT_MX 1.496
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.767
+score TO_EQ_FM_DOM_HTML_ONLY 0.899
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.522
+score TO_EQ_FM_HTML_ONLY 0.001
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.242
-score TO_NO_BRKTS_FROM_MSSP 1.354
-score TO_NO_BRKTS_HTML_IMG 0.836
-score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 2.238
+score TO_NO_BRKTS_FROM_MSSP 1.118
+score TO_NO_BRKTS_HTML_IMG 0.834
+score TO_NO_BRKTS_HTML_ONLY 2.000
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.376
+score TO_NO_BRKTS_NORDNS_HTML 1.612
score TO_NO_BRKTS_PCNT 2.499
score TVD_SPACE_ENCODED 0.001
-score TVD_SPACE_RATIO_MINFP 1.378
-score UNICODE_OBFU_ASC 1.776
-score UPGRADE_MAILBOX 0.654
+score TVD_SPACE_RATIO_MINFP 1.296
+score UNICODE_OBFU_ASC 2.499
+score UPGRADE_MAILBOX 0.001
score URI_BUFFLY 1.999
-score URI_GOOGLE_PROXY 2.199
+score URI_GOOGLE_PROXY 2.200
score URI_ONLY_MSGID_MALF 0.217
-score URI_PHISH 3.100
+score URI_PHISH 2.481
score URI_PHP_REDIR 3.499
-score URI_TRY_3LD 0.690
-score URI_WPADMIN 2.099
+score URI_TRY_3LD 0.695
+score URI_WPADMIN 2.098
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score XPRIO_SHORT_SUBJ 1.778
+score URI_WP_HACKED_2 2.500
+score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
score YOU_INHERIT 2.299
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=1873842&r1=1873841&r2=1873842&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Feb 10 05:31:36 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 732636 54.841% (99.620% of non-spam corpus)
-# Correctly spam: 460345 34.459% (76.660% of spam corpus)
-# False positives: 2792 0.209% (0.380% of nonspam, 67746 weighted)
-# False negatives: 140161 10.492% (23.340% of spam, 305629 weighted)
-# Average score for spam: 13.3 nonspam: 0.6
-# Average for false-pos: 5.9 false-neg: 2.2
-# TOTAL: 1335934 100.00%
+# Correctly non-spam: 722111 54.011% (99.580% of non-spam corpus)
+# Correctly spam: 483312 36.150% (78.998% of spam corpus)
+# False positives: 3049 0.228% (0.420% of nonspam, 73768 weighted)
+# False negatives: 128494 9.611% (21.002% of spam, 254357 weighted)
+# Average score for spam: 9.8 nonspam: 0.6
+# Average for false-pos: 5.7 false-neg: 2.0
+# TOTAL: 1336966 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 91241 99.49%
-# Correctly spam: 58548 78.05%
-# False positives: 468 0.51%
-# False negatives: 16464 21.95%
-# TCR(l=50): 1.881698 SpamRecall: 78.052% SpamPrec: 99.207%
+# Correctly non-spam: 90026 99.58%
+# Correctly spam: 60460 79.09%
+# False positives: 377 0.42%
+# False negatives: 15982 20.91%
+# TCR(l=50): 2.194591 SpamRecall: 79.093% SpamPrec: 99.380%
##### 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: 721276 98.08%
-# Correctly spam: 214968 35.80%
-# False positives: 14152 1.92%
-# False negatives: 385538 64.20%
-# TCR(l=50): 0.549341 SpamRecall: 35.798% SpamPrec: 93.823%
+# Correctly non-spam: 711233 98.08%
+# Correctly spam: 216829 35.44%
+# False positives: 13927 1.92%
+# False negatives: 394977 64.56%
+# TCR(l=50): 0.560607 SpamRecall: 35.441% SpamPrec: 93.965%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 90008 98.15%
-# Correctly spam: 26860 35.81%
-# False positives: 1701 1.85%
-# False negatives: 48152 64.19%
-# TCR(l=50): 0.563145 SpamRecall: 35.808% SpamPrec: 94.044%
+# Correctly non-spam: 88678 98.09%
+# Correctly spam: 27310 35.73%
+# False positives: 1725 1.91%
+# False negatives: 49132 64.27%
+# TCR(l=50): 0.564639 SpamRecall: 35.726% SpamPrec: 94.059%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1873842&r1=1873841&r2=1873842&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Feb 10 05:31:36 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 363167 36.690% (97.288% of non-spam corpus)
-# Correctly spam: 532353 53.782% (86.345% of spam corpus)
-# False positives: 10124 1.023% (2.712% of nonspam, 1412479 weighted)
-# False negatives: 84188 8.505% (13.655% of spam, 134123 weighted)
-# Average score for spam: 20.6 nonspam: -1.9
-# Average for false-pos: 8.4 false-neg: 1.6
-# TOTAL: 989832 100.00%
+# Correctly non-spam: 363198 36.696% (97.299% of non-spam corpus)
+# Correctly spam: 532507 53.802% (86.379% of spam corpus)
+# False positives: 10083 1.019% (2.701% of nonspam, 1410980 weighted)
+# False negatives: 83971 8.484% (13.621% of spam, 133872 weighted)
+# Average score for spam: 19.9 nonspam: -1.9
+# Average for false-pos: 8.5 false-neg: 1.6
+# TOTAL: 989759 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 45227 97.29%
-# Correctly spam: 66479 86.32%
-# False positives: 1260 2.71%
-# False negatives: 10532 13.68%
-# TCR(l=50): 1.047313 SpamRecall: 86.324% SpamPrec: 98.140%
+# Correctly non-spam: 45210 97.26%
+# Correctly spam: 66464 86.31%
+# False positives: 1276 2.74%
+# False negatives: 10542 13.69%
+# TCR(l=50): 1.035834 SpamRecall: 86.310% SpamPrec: 98.116%
##### 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: 371046 99.40%
-# Correctly spam: 322139 52.25%
-# False positives: 2245 0.60%
-# False negatives: 294402 47.75%
-# TCR(l=50): 1.516139 SpamRecall: 52.249% SpamPrec: 99.308%
+# Correctly non-spam: 371044 99.40%
+# Correctly spam: 322224 52.27%
+# False positives: 2237 0.60%
+# False negatives: 294254 47.73%
+# TCR(l=50): 1.518030 SpamRecall: 52.269% SpamPrec: 99.311%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 46184 99.35%
-# Correctly spam: 40286 52.31%
-# False positives: 303 0.65%
-# False negatives: 36725 47.69%
-# TCR(l=50): 1.484549 SpamRecall: 52.312% SpamPrec: 99.253%
+# Correctly non-spam: 46188 99.36%
+# Correctly spam: 40289 52.32%
+# False positives: 298 0.64%
+# False negatives: 36717 47.68%
+# TCR(l=50): 1.491873 SpamRecall: 52.319% SpamPrec: 99.266%