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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2020/01/07 05:18:03 UTC
svn commit: r1872408 [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=1872408&r1=1872407&r2=1872408&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Tue Jan 7 05:18:02 2020
@@ -4,184 +4,181 @@
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.999
-score ADMITS_SPAM 0.425
-score ADVANCE_FEE_2_NEW_MONEY 2.000
-score ADVANCE_FEE_3_NEW_MONEY 1.393
-score ADVANCE_FEE_4_NEW 2.152
+score ADMITS_SPAM 0.421
+score ADVANCE_FEE_2_NEW_MONEY 1.999
+score ADVANCE_FEE_3_NEW_MONEY 2.224
+score ADVANCE_FEE_4_NEW 2.143
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.294
score ADVANCE_FEE_4_NEW_MONEY 2.899
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.516
-score AD_PREFS 0.499
-score ALIBABA_IMG_NOT_RCVD_ALI 2.085
-score AMAZON_IMG_NOT_RCVD_AMZN 2.300
+score ADVANCE_FEE_5_NEW_MONEY 1.662
+score AD_PREFS 0.500
+score ALIBABA_IMG_NOT_RCVD_ALI 1.657
+score AMAZON_IMG_NOT_RCVD_AMZN 2.291
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score BITCOIN_DEADLINE 2.999
-score BITCOIN_EXTORT_01 3.799
-score BITCOIN_MALWARE 0.858
-score BITCOIN_SPAM_02 2.429
+score BITCOIN_DEADLINE 2.914
+score BITCOIN_EXTORT_01 2.736
+score BITCOIN_MALWARE 1.337
+score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_05 2.500
-score BITCOIN_SPAM_07 2.263
+score BITCOIN_SPAM_05 2.499
+score BITCOIN_SPAM_07 2.779
score BITCOIN_SPAM_08 0.001
-score BITCOIN_SPAM_09 1.102
+score BITCOIN_SPAM_09 1.036
score BODY_EMPTY 0.001
-score BODY_SINGLE_URI 2.453
-score BODY_SINGLE_WORD 2.497
-score BODY_URI_ONLY 1.000
-score BOGUS_MSM_HDRS 2.936
+score BODY_SINGLE_URI 2.499
+score BODY_SINGLE_WORD 2.449
+score BODY_URI_ONLY 0.999
+score BOGUS_MSM_HDRS 2.999
score CK_HELO_DYNAMIC_SPLIT_IP 0.424
-score CK_HELO_GENERIC 0.249
+score CK_HELO_GENERIC 0.250
score DEAR_BENEFICIARY 0.001
-score DKIMWL_BL 2.306
+score DKIMWL_BL 2.314
score DKIMWL_WL_HIGH -0.001
-score DKIMWL_WL_MED -0.001
-score DOS_RCVD_IP_TWICE_B 0.001 # force non-zero
-score DX_TEXT_03 2.500
-score EBAY_IMG_NOT_RCVD_EBAY 0.250
-score END_FUTURE_EMAILS 1.397
-score FILL_THIS_FORM 1.074
-score FORGED_RELAY_MUA_TO_MX 3.523
+score DKIMWL_WL_MED -0.001 # force non-zero
+score DX_TEXT_03 2.499
+score EBAY_IMG_NOT_RCVD_EBAY 1.716
+score END_FUTURE_EMAILS 2.184
+score FILL_THIS_FORM 1.075
+score FORGED_RELAY_MUA_TO_MX 3.616
score FORGED_SPF_HELO 2.099
score FORM_FRAUD 0.999
-score FORM_FRAUD_5 2.799
+score FORM_FRAUD_5 0.001
score FOUND_YOU 3.250
-score FREEMAIL_FORGED_FROMDOMAIN 0.250
+score FREEMAIL_FORGED_FROMDOMAIN 0.249
score FROMSPACE 0.001
-score FROM_2_EMAILS_SHORT 1.999
-score FROM_ADDR_WS 0.021
+score FROM_2_EMAILS_SHORT 1.637
+score FROM_ADDR_WS 0.763
score FROM_FMBLA_NEWDOM 1.499
-score FROM_FMBLA_NEWDOM14 1.000
-score FROM_FMBLA_NEWDOM28 0.799
+score FROM_FMBLA_NEWDOM14 0.999
+score FROM_FMBLA_NEWDOM28 0.800
score FROM_GOV_DKIM_AU -0.001
score FROM_GOV_SPOOF 0.001
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 3.899
-score FROM_MISSP_EH_MATCH 0.001 # force non-zero
-score FROM_MISSP_FREEMAIL 0.001
+score FROM_MISSP_DYNIP 3.711
+score FROM_MISSP_EH_MATCH 0.001
+score FROM_MISSP_FREEMAIL 0.001 # force non-zero
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 0.488
+score FROM_MISSP_REPLYTO 0.491
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 0.923
-score FROM_MISSP_USER 0.425
-score FROM_MISSP_XPRIO 0.001 # force non-zero
-score FROM_NTLD_LINKBAIT 1.746
-score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_MISSP_TO_UNDISC 1.439
+score FROM_MISSP_USER 0.001
+score FROM_MISSP_XPRIO 0.001
+score FROM_NTLD_LINKBAIT 1.999
+score FROM_NTLD_REPLY_FREEMAIL 0.794
score FROM_PAYPAL_SPOOF 0.001
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FSL_BULK_SIG 0.939
+score FROM_SUSPICIOUS_NTLD_FP 2.000
+score FSL_BULK_SIG 0.940
score FSL_CTYPE_WIN1251 0.001
-score FSL_HELO_FAKE 0.492
-score FSL_NEW_HELO_USER 1.597
+score FSL_HELO_FAKE 0.500
+score FSL_NEW_HELO_USER 1.576
score FSL_THIS_IS_ADV 3.099
-score FUZZY_BITCOIN 3.999
-score FUZZY_BTC_WALLET 3.817
+score FUZZY_BITCOIN 3.899
+score FUZZY_BTC_WALLET 2.222
score FUZZY_CLICK_HERE 2.999
-score FUZZY_SECURITY 3.600
-score FUZZY_WALLET 2.121
-score GB_BITCOIN_CP 2.222
-score GB_BITCOIN_NH 0.800
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
+score FUZZY_SECURITY 3.499
+score FUZZY_WALLET 2.588
+score GB_BITCOIN_CP 1.403
+score GB_BITCOIN_NH 1.764
+score GB_FREEMAIL_DISPTO 0.001
score GB_GOOGLE_OBFUS 0.749
-score GOOG_REDIR_NORDNS 1.597
+score GOOG_REDIR_NORDNS 1.783
score HDRS_LCASE 0.100
score HDRS_LCASE_IMGONLY 0.100
-score HDR_ORDER_FTSDMCXX_DIRECT 0.560
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
+score HDR_ORDER_FTSDMCXX_DIRECT 0.483
+score HDR_ORDER_FTSDMCXX_NORDNS 3.123
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_MISC_IP 0.001
-score HELO_NO_DOMAIN 0.206
-score HK_GOLDDUST 0.369
+score HELO_NO_DOMAIN 0.001
+score HK_GOLDDUST 2.394
score HK_LOTTO 0.999
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 1.999
-score HK_WIN 0.886
-score HOSTED_IMG_DIRECT_MX 1.908
-score HOSTED_IMG_MULTI 2.573
-score HTML_OFF_PAGE 1.435
-score HTML_SINGLET_MANY 0.564
-score HTML_TEXT_INVISIBLE_FONT 3.000
-score HTML_TEXT_INVISIBLE_STYLE 2.095
-score IMG_ONLY_FM_DOM_INFO 1.912
+score HK_WIN 0.999
+score HOSTED_IMG_DIRECT_MX 3.235
+score HOSTED_IMG_MULTI 0.427
+score HTML_OFF_PAGE 1.423
+score HTML_SINGLET_MANY 0.561
+score HTML_TEXT_INVISIBLE_FONT 2.999
+score HTML_TEXT_INVISIBLE_STYLE 1.827
+score IMG_ONLY_FM_DOM_INFO 1.921
score KB_FORGED_MOZ4 0.001
-score KHOP_FAKE_EBAY 0.047
+score KHOP_FAKE_EBAY 0.111
score KHOP_HELO_FCRDNS 0.276
score LIST_PARTIAL_SHORT_MSG 2.499
-score LIST_PRTL_SAME_USER 0.381
-score LONG_HEX_URI 1.617
+score LIST_PRTL_SAME_USER 0.800
+score LONG_HEX_URI 1.615
score LONG_IMG_URI 0.958
score LOTS_OF_MONEY 0.010
-score MALFORMED_FREEMAIL 1.092
-score MALF_HTML_B64 2.966
-score MALWARE_NORDNS 2.552
+score MALFORMED_FREEMAIL 1.063
+score MALF_HTML_B64 2.938
+score MALWARE_NORDNS 2.777
score MAY_BE_FORGED 0.001
-score MILLION_HUNDRED 1.643
-score MILLION_USD 1.040
+score MILLION_HUNDRED 2.352
score MIMEOLE_DIRECT_TO_MX 1.999
-score MONEY_ATM_CARD 2.699
-score MONEY_FORM 0.001 # force non-zero
-score MONEY_FORM_SHORT 2.108
-score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.803
-score MONEY_FRAUD_8 2.794
+score MONEY_ATM_CARD 2.398
+score MONEY_FORM 0.001
+score MONEY_FORM_SHORT 1.517
+score MONEY_FRAUD_3 0.001 # force non-zero
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 2.563
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 1.999
-score NORDNS_LOW_CONTRAST 1.624
+score NORDNS_LOW_CONTRAST 1.886
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 2.564
+score NSL_RCVD_FROM_USER 0.537
score NSL_RCVD_HELO_USER 0.001
-score OBFU_BITCOIN 2.999
-score PDS_BTC_ID 0.499
+score OBFU_BITCOIN 3.000
+score PDS_BTC_ID 0.500
score PDS_BTC_MSGID 0.999
-score PDS_BTC_NTLD 1.908
-score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 1.463
-score PDS_FROM_NAME_TO_DOMAIN 1.000
+score PDS_BTC_NTLD 1.142
+score PDS_FROM_2_EMAILS 1.445
score PDS_HP_HELO_NORDNS 0.001
score PDS_PHPEXP_BOT 1.499
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_FREEM_FORGE 2.000
score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
score PDS_TONAME_EQ_TOLOCAL_SHORT 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.763
-score PDS_TO_EQ_FROM_NAME 0.037
+score PDS_TONAME_EQ_TOLOCAL_VSHORT 0.901
+score PDS_TO_EQ_FROM_NAME 0.001
score PHP_ORIG_SCRIPT 2.499
-score PP_MIME_FAKE_ASCII_TEXT 0.804
+score PP_MIME_FAKE_ASCII_TEXT 0.824
score RATWARE_NO_RDNS 2.999
score RCVD_IN_MSPIKE_H2 -0.001
-score RISK_FREE 2.544
+score RISK_FREE 2.777
score SERGIO_SUBJECT_PORN014 2.999
score SERGIO_SUBJECT_VIAGRA01 0.001
-score SHORTENER_SHORT_IMG 2.418
-score SHORT_IMG_SUSP_NTLD 0.894
+score SHORTENER_SHORT_IMG 2.499
+score SHORT_IMG_SUSP_NTLD 1.075
score SHORT_SHORTNER 1.999
score SINGLETS_LOW_CONTRAST 0.001
-score SPOOFED_FREEMAIL 2.000
+score SPOOFED_FREEMAIL 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.001
-score SPOOFED_FREEM_REPTO 1.998
-score STATIC_XPRIO_OLE 1.600
+score SPOOFED_FREEM_REPTO 1.999
+score STATIC_XPRIO_OLE 0.482
score STOCK_LOW_CONTRAST 2.499
-score SUBJ_OBFU_PUNCT_FEW 0.750
+score SUBJ_OBFU_PUNCT_FEW 0.749
score SUBJ_OBFU_PUNCT_MANY 1.749
score THIS_AD 1.599
-score THIS_IS_ADV_SUSP_NTLD 1.492
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.499
+score THIS_IS_ADV_SUSP_NTLD 1.375
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER 1.020
score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499
-score TO_EQ_FM_DIRECT_MX 0.738
+score TO_EQ_FM_DIRECT_MX 1.306
score TO_EQ_FM_DOM_HTML_IMG 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.669
-score TO_EQ_FM_DOM_SPF_FAIL 0.924
-score TO_EQ_FM_HTML_ONLY 0.225
-score TO_EQ_FM_SPF_FAIL 0.808
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 1.613
+score TO_EQ_FM_DOM_HTML_ONLY 0.124
+score TO_EQ_FM_DOM_SPF_FAIL 1.085
+score TO_EQ_FM_HTML_ONLY 0.362
+score TO_EQ_FM_SPF_FAIL 0.653
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 1.614
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 2.000
+score TO_NO_BRKTS_HTML_IMG 0.840
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 0.715
+score TO_NO_BRKTS_MSFT 0.607
score TO_NO_BRKTS_NORDNS_HTML 1.606
score TVD_SPACE_ENCODED 0.001
score TVD_SPACE_RATIO_MINFP 2.499
@@ -192,8 +189,8 @@ score URI_ONLY_MSGID_MALF 1.9
score URI_PHISH 3.999
score URI_PHP_REDIR 3.499
score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 2.453
-score URI_WP_HACKED 3.500
+score URI_WP_DIRINDEX 2.449
+score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score XPRIO_SHORT_SUBJ 2.499
score XPRIO_URL_SHORTNER 0.999
@@ -208,7 +205,6 @@ score AC_SPAMMY_URI_PATTERNS4 1.0
score AC_SPAMMY_URI_PATTERNS8 1.000
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADVANCE_FEE_2_NEW_FORM 1.000
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.000
score ADVANCE_FEE_3_NEW 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
@@ -232,7 +228,6 @@ score COMPENSATION 1.0
score DAY_I_EARNED 1.000
score DKIMWL_BLOCKED 0.001
score DKIMWL_WL_MEDHI -1.000
-score DUP_SUSP_HDR 1.000
score ENCRYPTED_MESSAGE -1.000
score FBI_MONEY 1.000
score FBI_SPOOF 1.000
@@ -242,7 +237,6 @@ score FRNAME_IN_MSG_XPRIO_NO_SUB 1.0
score FROM_BANK_NOAUTH 1.000
score FROM_FMBLA_NDBLOCKED 0.001
score FROM_GOV_REPLYTO_FREEMAIL 1.000
-score FROM_MISSP_PHISH 1.000
score FROM_NEWDOM_BTC 1.000
score FROM_NUMBERO_NEWDOMAIN 1.000
score FROM_NUMERIC_TLD 1.000
@@ -258,7 +252,6 @@ score GOOGLE_DOCS_PHISH 1.0
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
score GOOG_MALWARE_DNLD 1.000
-score GOOG_REDIR_HTML_ONLY 1.000
score HDRS_MISSP 1.000
score HEXHASH_WORD 1.000
score HK_RCVD_IP_MULTICAST 1.000
@@ -277,18 +270,13 @@ score MIME_NO_TEXT 1.0
score MONERO_EXTORT_01 1.000
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
-score PDS_DBL_URL_TNB_RUNON 1.000
score PDS_EMPTYSUBJ_URISHRT 1.000
score PDS_FREEMAIL_REPLYTO_URISHRT 1.000
+score PDS_FRNOM_TODOM_NAKED_TO 1.000
+score PDS_FROM_NAME_TO_DOMAIN 1.000
score PDS_HELO_SPF_FAIL 1.000
-score PDS_LTC_AHACKER 1.000
-score PDS_LTC_CP 1.000
-score PDS_LTC_HUSH 1.000
-score PDS_PHPE_SHORT_URL 1.000
-score PDS_PHP_RUNTIME_FUNC 1.000
score PDS_SHORTFWD_URISHRT 1.000
score PDS_TINYSUBJ_URISHRT 1.000
-score PDS_X_PHP_WP_EXP 1.000
score PHOTO_EDITING_DIRECT 1.000
score PHOTO_EDITING_FREEM 1.000
score PHP_NOVER_MUA 1.000
@@ -307,7 +295,6 @@ score SPOOFED_FREEM_REPTO_RUS 1.0
score STOCK_TIP 1.000
score SUSPNTLD_EXPIRATION_EXTORT 1.000
score SYSADMIN 1.000
-score TEQF_USR_POLITE 1.000
score TO_NO_BRKTS_PCNT 1.000
score TW_GIBBERISH_MANY 1.000
score UC_GIBBERISH_OBFU 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1872408&r1=1872407&r2=1872408&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Tue Jan 7 05:18:02 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 687704 53.623% (99.560% of non-spam corpus)
-# Correctly spam: 451287 35.189% (76.265% of spam corpus)
-# False positives: 3036 0.237% (0.440% of nonspam, 75033 weighted)
-# False negatives: 140446 10.951% (23.735% of spam, 307746 weighted)
-# Average score for spam: 10.6 nonspam: 0.6
-# Average for false-pos: 5.8 false-neg: 2.2
-# TOTAL: 1282473 100.00%
+# Correctly non-spam: 686446 53.989% (99.571% of non-spam corpus)
+# Correctly spam: 443832 34.907% (76.252% of spam corpus)
+# False positives: 2961 0.233% (0.429% of nonspam, 71294 weighted)
+# False negatives: 138225 10.871% (23.748% of spam, 296469 weighted)
+# Average score for spam: 10.5 nonspam: 0.6
+# Average for false-pos: 5.7 false-neg: 2.1
+# TOTAL: 1271464 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 85764 99.53%
-# Correctly spam: 56375 76.28%
-# False positives: 408 0.47%
-# False negatives: 17527 23.72%
-# TCR(l=50): 1.948533 SpamRecall: 76.283% SpamPrec: 99.281%
+# Correctly non-spam: 85583 99.53%
+# Correctly spam: 55354 76.22%
+# False positives: 406 0.47%
+# False negatives: 17267 23.78%
+# TCR(l=50): 1.933106 SpamRecall: 76.223% SpamPrec: 99.272%
##### 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: 674494 97.65%
-# Correctly spam: 252773 42.72%
-# False positives: 16246 2.35%
-# False negatives: 338960 57.28%
-# TCR(l=50): 0.513987 SpamRecall: 42.717% SpamPrec: 93.961%
+# Correctly non-spam: 673213 97.65%
+# Correctly spam: 247053 42.44%
+# False positives: 16194 2.35%
+# False negatives: 335004 57.56%
+# TCR(l=50): 0.508478 SpamRecall: 42.445% SpamPrec: 93.848%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 84107 97.60%
-# Correctly spam: 31492 42.61%
-# False positives: 2065 2.40%
-# False negatives: 42410 57.39%
-# TCR(l=50): 0.507360 SpamRecall: 42.613% SpamPrec: 93.846%
+# Correctly non-spam: 84026 97.72%
+# Correctly spam: 30666 42.23%
+# False positives: 1963 2.28%
+# False negatives: 41955 57.77%
+# TCR(l=50): 0.518333 SpamRecall: 42.227% SpamPrec: 93.984%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1872408&r1=1872407&r2=1872408&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Tue Jan 7 05:18:02 2020
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 675813 54.232% (99.662% of non-spam corpus)
-# Correctly spam: 486766 39.062% (85.692% of spam corpus)
-# False positives: 2294 0.184% (0.338% of nonspam, 109399 weighted)
-# False negatives: 81277 6.522% (14.308% of spam, 140236 weighted)
-# Average score for spam: 16.4 nonspam: -2.6
-# Average for false-pos: 5.7 false-neg: 1.7
-# TOTAL: 1246150 100.00%
+# Correctly non-spam: 676848 54.317% (99.816% of non-spam corpus)
+# Correctly spam: 486501 39.042% (85.651% of spam corpus)
+# False positives: 1245 0.100% (0.184% of nonspam, 65793 weighted)
+# False negatives: 81505 6.541% (14.349% of spam, 140958 weighted)
+# Average score for spam: 16.3 nonspam: -2.6
+# Average for false-pos: 6.3 false-neg: 1.7
+# TOTAL: 1246099 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 84279 99.64%
-# Correctly spam: 60818 85.78%
-# False positives: 308 0.36%
-# False negatives: 10081 14.22%
-# TCR(l=50): 2.782426 SpamRecall: 85.781% SpamPrec: 99.496%
+# Correctly non-spam: 84327 99.69%
+# Correctly spam: 60749 85.69%
+# False positives: 259 0.31%
+# False negatives: 10142 14.31%
+# TCR(l=50): 3.069938 SpamRecall: 85.694% SpamPrec: 99.575%
##### 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: 676027 99.69%
-# Correctly spam: 388329 68.36%
-# False positives: 2080 0.31%
-# False negatives: 179714 31.64%
-# TCR(l=50): 2.002168 SpamRecall: 68.363% SpamPrec: 99.467%
+# Correctly non-spam: 676012 99.69%
+# Correctly spam: 388388 68.38%
+# False positives: 2081 0.31%
+# False negatives: 179618 31.62%
+# TCR(l=50): 2.002362 SpamRecall: 68.377% SpamPrec: 99.467%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 84325 99.69%
-# Correctly spam: 48478 68.38%
-# False positives: 262 0.31%
-# False negatives: 22421 31.62%
-# TCR(l=50): 1.995974 SpamRecall: 68.376% SpamPrec: 99.462%
+# Correctly non-spam: 84343 99.71%
+# Correctly spam: 48449 68.34%
+# False positives: 243 0.29%
+# False negatives: 22442 31.66%
+# TCR(l=50): 2.049347 SpamRecall: 68.343% SpamPrec: 99.501%