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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2023/06/24 02:45:08 UTC
svn commit: r1910577 [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=1910577&r1=1910576&r2=1910577&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Sat Jun 24 02:45:08 2023
@@ -1,192 +1,191 @@
# Using score set 1 logs for revision 1910465 from:
-# ham-net-ena-week0.r1910465.log ham-net-ena-week1.r1910465.log ham-net-ena-week2.r1910465.log ham-net-ena-week3.r1910465.log ham-net-ena-week4.r1910465.log ham-net-giovanni-ham.r1910465.log ham-net-giovanni-spammy.r1910465.log ham-net-giovanni-spam.r1910465.log ham-net-grenier.r1910465.log ham-net-hege.r1910465.log ham-net-jhardin.r1910465.log ham-net-llanga.r1910465.log ham-net-mmiroslaw-mails-ham.r1910465.log ham-net-mmiroslaw-mails-spam.r1910465.log ham-net-spamsponge.r1910465.log ham-net-thendrikx.r1910465.log spam-net-ena-week0.r1910465.log spam-net-ena-week1.r1910465.log spam-net-ena-week2.r1910465.log spam-net-ena-week3.r1910465.log spam-net-ena-week4.r1910465.log spam-net-giovanni-ham.r1910465.log spam-net-giovanni-spammy.r1910465.log spam-net-giovanni-spam.r1910465.log spam-net-grenier.r1910465.log spam-net-hege.r1910465.log spam-net-jhardin.r1910465.log spam-net-llanga.r1910465.log spam-net-mmiroslaw-mails-ham.r1910465.log spam-net-mmiroslaw-mails-spam.r1910465.log spam-n
et-spamsponge.r1910465.log spam-net-thendrikx.r1910465.log
+# ham-net-ena-week0.r1910465.log ham-net-ena-week1.r1910465.log ham-net-ena-week2.r1910465.log ham-net-ena-week3.r1910465.log ham-net-ena-week4.r1910465.log ham-net-giovanni-ham.r1910465.log ham-net-giovanni-spammy.r1910465.log ham-net-giovanni-spam.r1910465.log ham-net-grenier.r1910465.log ham-net-hege.r1910465.log ham-net-jhardin.r1910465.log ham-net-llanga.r1910465.log ham-net-mmiroslaw-mails-ham.r1910465.log ham-net-mmiroslaw-mails-spam.r1910465.log ham-net-spamsponge.r1910465.log ham-net-thendrikx.r1910465.log ham-net-whyscream.r1910465.log spam-net-ena-week0.r1910465.log spam-net-ena-week1.r1910465.log spam-net-ena-week2.r1910465.log spam-net-ena-week3.r1910465.log spam-net-ena-week4.r1910465.log spam-net-giovanni-ham.r1910465.log spam-net-giovanni-spammy.r1910465.log spam-net-giovanni-spam.r1910465.log spam-net-grenier.r1910465.log spam-net-hege.r1910465.log spam-net-jhardin.r1910465.log spam-net-llanga.r1910465.log spam-net-mmiroslaw-mails-ham.r1910465.log spam-net-mmiroslaw
-mails-spam.r1910465.log spam-net-spamsponge.r1910465.log spam-net-thendrikx.r1910465.log spam-net-whyscream.r1910465.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 3.000
score AC_BR_BONANZA 0.001 # force non-zero
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.999
+score AC_FROM_MANY_DOTS 2.899
score AC_HTML_NONSENSE_TAGS 1.999
score ADMITS_SPAM 0.001
score ADVANCE_FEE_2_NEW_MONEY 1.999
score ADVANCE_FEE_3_NEW 3.269
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 2.287
+score ADVANCE_FEE_3_NEW_MONEY 2.276
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_4_NEW_MONEY 1.095
+score ADVANCE_FEE_4_NEW_MONEY 1.090
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 0.001
-score AD_PREFS 0.001
+score AD_PREFS 0.225
score ALIBABA_IMG_NOT_RCVD_ALI 0.001
-score AMAZON_IMG_NOT_RCVD_AMZN 0.001 # force non-zero
+score AMAZON_IMG_NOT_RCVD_AMZN 0.001
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score BIGNUM_EMAILS_FREEM 0.001
-score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 2.673
-score BITCOIN_EXTORT_01 2.649
-score BITCOIN_MALF_HTML 2.992
-score BITCOIN_OBFU_SUBJ 1.324
+score BIGNUM_EMAILS_MANY 3.000
+score BITCOIN_DEADLINE 2.685
+score BITCOIN_EXTORT_01 2.646
+score BITCOIN_MALF_HTML 2.997
+score BITCOIN_OBFU_SUBJ 1.630
score BITCOIN_PDF 2.499
-score BITCOIN_SPAM_01 1.380
-score BITCOIN_SPAM_02 2.417
-score BITCOIN_SPAM_05 1.525
-score BITCOIN_SPAM_07 1.074
+score BITCOIN_SPAM_01 1.400
+score BITCOIN_SPAM_02 2.397
+score BITCOIN_SPAM_05 1.325
+score BITCOIN_SPAM_07 0.650
score BITCOIN_XPRIO 0.001
score BITCOIN_YOUR_INFO 3.000
score BODY_SINGLE_URI 2.499
-score BODY_SINGLE_WORD 0.001 # force non-zero
-score BODY_URI_ONLY 1.759
-score BOGUS_MIME_VERSION 2.098
-score BOGUS_MSM_HDRS 1.140
-score CK_HELO_GENERIC 0.250
-score CTE_8BIT_MISMATCH 0.001 # force non-zero
-score DATE_IN_FUTURE_Q_PLUS 2.499
+score BODY_SINGLE_WORD 0.001
+score BODY_URI_ONLY 2.601
+score BOGUS_MIME_VERSION 2.104
+score BOGUS_MSM_HDRS 1.335
+score CK_HELO_GENERIC 0.249
+score CTE_8BIT_MISMATCH 0.001
+score DATE_IN_FUTURE_Q_PLUS 2.500
score DEAR_BENEFICIARY 0.001
-score DKIMWL_WL_HIGH -0.001 # force non-zero
+score DKIMWL_WL_HIGH -0.001
score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score END_FUTURE_EMAILS 2.499
-score FAKE_REPLY_A1 2.853
-score FAKE_REPLY_B 0.718
-score FILL_THIS_FORM 0.001
+score FAKE_REPLY_A1 2.851
+score FAKE_REPLY_B 2.397
+score FILL_THIS_FORM 0.001 # force non-zero
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 3.000
+score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 0.001
score FONT_INVIS_POSTEXTRAS 2.789
-score FORGED_SPF_HELO 1.856
+score FORGED_SPF_HELO 1.617
score FORM_FRAUD 0.001
score FORM_FRAUD_5 0.001
score FREEMAIL_FORGED_FROMDOMAIN 0.250
score FROMSPACE 2.499
-score FROM_2_EMAILS_SHORT 2.136
+score FROM_2_EMAILS_SHORT 1.413
score FROM_ADDR_WS 2.999
-score FROM_FMBLA_NEWDOM28 0.800
-score FROM_GOV_DKIM_AU -0.001
-score FROM_IN_TO_AND_SUBJ 0.797
+score FROM_FMBLA_NEWDOM28 0.799
+score FROM_GOV_DKIM_AU -0.001 # force non-zero
+score FROM_IN_TO_AND_SUBJ 1.999
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.525
+score FROM_MISSP_DYNIP 0.818
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 1.697
+score FROM_MISSP_FREEMAIL 1.751
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_REPLYTO 1.223
+score FROM_MISSP_REPLYTO 1.218
score FROM_MISSP_SPF_FAIL 0.001
score FROM_MISSP_USER 0.001
score FROM_MULTI_NORDNS 0.001
-score FROM_PAYPAL_SPOOF 0.942
-score FROM_SUSPICIOUS_NTLD 0.182
-score FROM_SUSPICIOUS_NTLD_FP 1.073
-score FROM_UNBAL1 1.697
-score FROM_UNBAL2 3.300
+score FROM_PAYPAL_SPOOF 0.395
+score FROM_SUSPICIOUS_NTLD 0.431
+score FROM_SUSPICIOUS_NTLD_FP 1.064
+score FROM_UNBAL1 1.675
+score FROM_UNBAL2 3.299
score FROM_WSP_TRAIL 3.199
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FSL_NEW_HELO_USER 0.001
score FUZZY_AMAZON 0.001
-score GB_CUSTOM_HTM_URI 0.834
+score GB_CUSTOM_HTM_URI 0.723
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001
score GB_HASHBL_BTC 0.001
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 3.299
score GOOG_STO_IMG_HTML 2.999
-score GOOG_STO_IMG_NOHTML 2.499
+score GOOG_STO_IMG_NOHTML 2.500
score GOOG_STO_NOIMG_HTML 2.999
-score HAS_X_OUTGOING_SPAM_STAT 0.798
-score HDRS_MISSP 0.001
+score HAS_X_OUTGOING_SPAM_STAT 0.797
+score HDRS_MISSP 0.001 # force non-zero
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 0.001 # force non-zero
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.001
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_FROM 0.001 # force non-zero
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
score HK_WIN 0.999
-score HOSTED_IMG_DIRECT_MX 0.001
-score HOSTED_IMG_FREEM 3.114
+score HOSTED_IMG_DIRECT_MX 0.001 # force non-zero
+score HOSTED_IMG_FREEM 3.115
score HOSTED_IMG_MULTI_PUB_01 2.999
-score HTML_ENTITY_ASCII_TINY 2.185
+score HTML_ENTITY_ASCII_TINY 1.917
score HTML_FONT_TINY_NORDNS 0.001
score HTML_OFF_PAGE 0.001
score HTML_SINGLET_MANY 2.500
-score HTML_TEXT_INVISIBLE_FONT 1.997
-score HTML_TEXT_INVISIBLE_STYLE 0.882
-score JH_SPAMMY_HEADERS 3.499
+score HTML_TEXT_INVISIBLE_FONT 1.995
+score HTML_TEXT_INVISIBLE_STYLE 0.887
+score JH_SPAMMY_HEADERS 3.500
score KHOP_HELO_FCRDNS 0.001
-score LONG_HEX_URI 2.593
+score LONG_HEX_URI 2.581
score LONG_IMG_URI 0.001
score LONG_INVISIBLE_TEXT 2.999
score LOTS_OF_MONEY 0.010
-score MALWARE_NORDNS 2.370
-score MILLION_HUNDRED 0.698
+score MALWARE_NORDNS 1.508
+score MILLION_HUNDRED 0.705
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 0.001
-score MIXED_ES 1.253
+score MIXED_ES 1.256
score MIXED_HREF_CASE 1.999
-score MONEY_FORM 0.001
-score MONEY_FORM_SHORT 0.001 # force non-zero
+score MONEY_FORM 0.001 # force non-zero
+score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 0.140
-score MONEY_FREEMAIL_REPTO 0.495
-score MONEY_FROM_MISSP 0.001 # force non-zero
-score MSMAIL_PRI_ABNORMAL 1.499
+score MONEY_FRAUD_8 0.139
+score MONEY_FREEMAIL_REPTO 0.496
+score MONEY_FROM_MISSP 0.001
+score MSMAIL_PRI_ABNORMAL 0.830
score NAME_EMAIL_DIFF 0.001
score NA_DOLLARS 1.499
-score NICE_REPLY_A -0.090
-score NO_FM_NAME_IP_HOSTN 0.001
+score NICE_REPLY_A -0.103
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_TEXT_ATTACH 0.735
-score ODD_FREEM_REPTO 2.551
+score OBFU_TEXT_ATTACH 0.336
+score OBFU_UNSUB_UL 2.299
+score ODD_FREEM_REPTO 2.554
score PDS_BTC_ID 0.001
score PDS_BTC_MSGID 0.001
score PDS_FRNOM_TODOM_DBL_URL 1.499
-score PDS_FRNOM_TODOM_NAKED_TO 1.499
-score PDS_FROM_2_EMAILS 2.576
+score PDS_FRNOM_TODOM_NAKED_TO 1.500
+score PDS_FROM_2_EMAILS 2.577
score PDS_FROM_NAME_TO_DOMAIN 1.999
score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero
-score PDS_TO_EQ_FROM_NAME 0.001
+score PDS_TO_EQ_FROM_NAME 0.001 # force non-zero
score PHP_ORIG_SCRIPT 0.001
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.347
+score RAND_MKTG_HEADER 1.339
score RATWARE_NO_RDNS 0.001
-score RCVD_IN_MSPIKE_H2 -0.001 # force non-zero
+score RCVD_IN_MSPIKE_H2 -0.001
score READY_TO_SHIP 1.249
score REPTO_419_FRAUD 1.562
score SCC_BODY_SINGLE_WORD 0.001
-score SCC_CANSPAM_1 2.275
-score SCC_CANSPAM_2 3.200
-score SCC_ISEMM_LID_1B 1.500
-score SCC_SPAMMER_ADDR_2 2.699
-score SCC_SPECIAL_GUID 0.256
-score SENDGRID_REDIR 0.345
-score SERGIO_SUBJECT_VIAGRA01 3.922
+score SCC_CANSPAM_1 3.025
+score SCC_CANSPAM_2 3.299
+score SCC_ISEMM_LID_1B 1.499
+score SCC_SPAMMER_ADDR_2 2.799
+score SCC_SPECIAL_GUID 1.197
+score SENDGRID_REDIR 0.342
+score SERGIO_SUBJECT_VIAGRA01 2.822
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENER_SHORT_IMG 0.948
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 0.001
score SPOOF_GMAIL_MID 0.001
score STATIC_XPRIO_OLE 0.001
-score SUSP_UTF8_WORD_COMBO 1.952
-score SUSP_UTF8_WORD_FROM 0.165
-score SUSP_UTF8_WORD_MANY 0.261
+score SUSP_UTF8_WORD_COMBO 1.589
+score SUSP_UTF8_WORD_FROM 0.232
+score SUSP_UTF8_WORD_MANY 0.252
score SUSP_UTF8_WORD_SUBJ 1.999
score THIS_AD 0.899
-score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 1.978
+score TO_EQ_FM_DIRECT_MX 0.428
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 1.653
-score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero
+score TO_EQ_FM_SPF_FAIL 0.001
score TO_IN_SUBJ 0.100
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.999
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.144
+score TO_NO_BRKTS_MSFT 1.143
score TO_NO_BRKTS_NORDNS_HTML 1.999
-score TO_NO_BRKTS_PCNT 2.164
-score TVD_SPACE_ENCODED 0.001 # force non-zero
+score TO_NO_BRKTS_PCNT 2.499
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.699
score UNDISC_MONEY 3.099
@@ -197,12 +196,12 @@ score URI_ONLY_MSGID_MALF 1.9
score URI_PHISH 3.999
score URI_TRY_3LD 1.999
score URI_WPADMIN 2.299
-score URI_WP_HACKED 3.011
+score URI_WP_HACKED 3.012
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 0.001
-score WORD_INVIS 1.942
+score WORD_INVIS 1.943
score WORD_INVIS_MANY 2.999
-score XM_DIGITS_ONLY 1.678
+score XM_DIGITS_ONLY 1.350
score XM_RANDOM 0.001
score XPRIO 0.001
score AC_POST_EXTRAS 1.000
@@ -304,7 +303,6 @@ score LIST_PRTL_SAME_USER 1.0
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_PASSWORD 1.000
-score MANY_HDRS_LCASE 0.100
score MIME_NO_TEXT 1.000
score MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
@@ -357,7 +355,6 @@ score SCC_ISEMM_LID_1 1.0
score SCC_ISEMM_LID_1A 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
-score SHORTENER_SHORT_IMG 1.000
score SHORT_IMG_SUSP_NTLD 1.000
score SPOOFED_FREEM_REPTO_CHN 1.000
score SPOOFED_FREEM_REPTO_RUS 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1910577&r1=1910576&r2=1910577&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Sat Jun 24 02:45:08 2023
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 368548 74.872% (99.309% of non-spam corpus)
-# Correctly spam: 79722 16.196% (65.817% of spam corpus)
-# False positives: 2564 0.521% (0.691% of nonspam, 27875 weighted)
-# False negatives: 41404 8.411% (34.183% of spam, 63552 weighted)
-# Average score for spam: 10.7 nonspam: 0.6
-# Average for false-pos: 6.7 false-neg: 1.5
-# TOTAL: 492238 100.00%
+# Correctly non-spam: 368413 74.845% (99.273% of non-spam corpus)
+# Correctly spam: 79717 16.195% (65.814% of spam corpus)
+# False positives: 2699 0.548% (0.727% of nonspam, 28954 weighted)
+# False negatives: 41408 8.412% (34.186% of spam, 63562 weighted)
+# Average score for spam: 10.4 nonspam: 0.6
+# Average for false-pos: 6.6 false-neg: 1.5
+# TOTAL: 492237 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 45903 99.30%
-# Correctly spam: 9973 65.53%
-# False positives: 323 0.70%
-# False negatives: 5246 34.47%
-# TCR(l=50): 0.711301 SpamRecall: 65.530% SpamPrec: 96.863%
+# Correctly non-spam: 45894 99.28%
+# Correctly spam: 9983 65.60%
+# False positives: 332 0.72%
+# False negatives: 5236 34.40%
+# TCR(l=50): 0.696968 SpamRecall: 65.596% SpamPrec: 96.781%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
@@ -27,14 +27,14 @@ Reading per-message hit stat logs and sc
# Correctly non-spam: 364093 98.11%
# Correctly spam: 71799 59.28%
# False positives: 7019 1.89%
-# False negatives: 49327 40.72%
-# TCR(l=50): 0.302605 SpamRecall: 59.276% SpamPrec: 91.095%
+# False negatives: 49326 40.72%
+# TCR(l=50): 0.302604 SpamRecall: 59.277% SpamPrec: 91.095%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
# Correctly non-spam: 45339 98.08%
-# Correctly spam: 9029 59.33%
+# Correctly spam: 9038 59.39%
# False positives: 887 1.92%
-# False negatives: 6190 40.67%
-# TCR(l=50): 0.301128 SpamRecall: 59.327% SpamPrec: 91.055%
+# False negatives: 6181 40.61%
+# TCR(l=50): 0.301181 SpamRecall: 59.386% SpamPrec: 91.063%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1910577&r1=1910576&r2=1910577&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Sat Jun 24 02:45:08 2023
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 370820 72.782% (98.952% of non-spam corpus)
-# Correctly spam: 94778 18.602% (70.339% of spam corpus)
-# False positives: 3927 0.771% (1.048% of nonspam, 161666 weighted)
-# False negatives: 39967 7.844% (29.661% of spam, 37039 weighted)
-# Average score for spam: 14.5 nonspam: -0.3
-# Average for false-pos: 11.4 false-neg: 0.9
-# TOTAL: 509492 100.00%
+# Correctly non-spam: 371276 72.789% (98.961% of non-spam corpus)
+# Correctly spam: 94819 18.589% (70.291% of spam corpus)
+# False positives: 3899 0.764% (1.039% of nonspam, 161068 weighted)
+# False negatives: 40075 7.857% (29.709% of spam, 37191 weighted)
+# Average score for spam: 14.1 nonspam: -0.3
+# Average for false-pos: 11.5 false-neg: 0.9
+# TOTAL: 510069 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 46212 98.96%
-# Correctly spam: 11989 71.01%
-# False positives: 488 1.04%
-# False negatives: 4895 28.99%
-# TCR(l=50): 0.576344 SpamRecall: 71.008% SpamPrec: 96.089%
+# Correctly non-spam: 46270 98.94%
+# Correctly spam: 11991 70.93%
+# False positives: 494 1.06%
+# False negatives: 4914 29.07%
+# TCR(l=50): 0.570845 SpamRecall: 70.932% SpamPrec: 96.043%
##### 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: 371393 99.10%
-# Correctly spam: 81317 60.35%
-# False positives: 3354 0.90%
-# False negatives: 53428 39.65%
-# TCR(l=50): 0.609353 SpamRecall: 60.349% SpamPrec: 96.039%
+# Correctly non-spam: 371821 99.11%
+# Correctly spam: 81326 60.29%
+# False positives: 3354 0.89%
+# False negatives: 53568 39.71%
+# TCR(l=50): 0.609641 SpamRecall: 60.289% SpamPrec: 96.039%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 46263 99.06%
-# Correctly spam: 10304 61.03%
-# False positives: 437 0.94%
-# False negatives: 6580 38.97%
-# TCR(l=50): 0.593880 SpamRecall: 61.028% SpamPrec: 95.931%
+# Correctly non-spam: 46327 99.07%
+# Correctly spam: 10308 60.98%
+# False positives: 437 0.93%
+# False negatives: 6597 39.02%
+# TCR(l=50): 0.594263 SpamRecall: 60.976% SpamPrec: 95.933%