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 2022/09/05 02:43:47 UTC

svn commit: r1903868 [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=1903868&r1=1903867&r2=1903868&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Sep  5 02:43:47 2022
@@ -2,98 +2,97 @@
 # ham-net-ena-week0.r1903843.log ham-net-ena-week1.r1903843.log ham-net-ena-week2.r1903843.log ham-net-ena-week3.r1903843.log ham-net-ena-week4.r1903843.log ham-net-giovanni-ham.r1903843.log ham-net-giovanni-spammy.r1903843.log ham-net-giovanni-spam.r1903843.log ham-net-hege.r1903843.log ham-net-jhardin.r1903843.log ham-net-llanga.r1903843.log ham-net-mmiroslaw-mails-ham.r1903843.log ham-net-mmiroslaw-mails-spam.r1903843.log ham-net-spamsponge.r1903843.log ham-net-thendrikx.r1903843.log ham-net-tsz-spam-corpus.r1903843.log spam-net-ena-week0.r1903843.log spam-net-ena-week1.r1903843.log spam-net-ena-week2.r1903843.log spam-net-ena-week3.r1903843.log spam-net-ena-week4.r1903843.log spam-net-giovanni-ham.r1903843.log spam-net-giovanni-spammy.r1903843.log spam-net-giovanni-spam.r1903843.log spam-net-hege.r1903843.log spam-net-jhardin.r1903843.log spam-net-llanga.r1903843.log spam-net-mmiroslaw-mails-ham.r1903843.log spam-net-mmiroslaw-mails-spam.r1903843.log spam-net-spamsponge.r1903843
 .log spam-net-thendrikx.r1903843.log spam-net-tsz-spam-corpus.r1903843.log
 
 score AC_DIV_BONANZA                 0.001
-score AC_FROM_MANY_DOTS              2.999
+score AC_FROM_MANY_DOTS              3.000
 score AC_HTML_NONSENSE_TAGS          1.999
 score ADMITS_SPAM                    2.699
 score ADVANCE_FEE_2_NEW_FRM_MNY      2.499
-score ADVANCE_FEE_2_NEW_MONEY        2.000
+score ADVANCE_FEE_2_NEW_MONEY        1.999
 score ADVANCE_FEE_3_NEW              3.499
 score ADVANCE_FEE_3_NEW_MONEY        2.699
-score ADVANCE_FEE_4_NEW_FRM_MNY      1.341
-score ADVANCE_FEE_4_NEW_MONEY        0.001 # force non-zero
+score ADVANCE_FEE_4_NEW_FRM_MNY      2.123
+score ADVANCE_FEE_4_NEW_MONEY        0.001
 score ADVANCE_FEE_5_NEW              2.299
-score ADVANCE_FEE_5_NEW_FRM_MNY      0.023
-score ADVANCE_FEE_5_NEW_MONEY        2.350
-score AD_PREFS                       0.001
+score ADVANCE_FEE_5_NEW_FRM_MNY      0.164
+score ADVANCE_FEE_5_NEW_MONEY        2.351
+score AD_PREFS                       0.001 # force non-zero
 score ALIBABA_IMG_NOT_RCVD_ALI       2.499
 score AMAZON_IMG_NOT_RCVD_AMZN       2.499
-score APOSTROPHE_TOCC                0.348
+score APOSTROPHE_TOCC                0.056
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5   1.267
-score AXB_X_FF_SEZ_S                 2.080
-score BIGNUM_EMAILS_FREEM            1.210
+score AXB_XMAILER_MIMEOLE_OL_1ECD5   1.315
+score AXB_X_FF_SEZ_S                 2.082
+score BIGNUM_EMAILS_FREEM            1.436
 score BIGNUM_EMAILS_MANY             2.999
-score BITCOIN_EXTORT_01              1.073
-score BITCOIN_MALF_HTML              2.209
+score BITCOIN_EXTORT_01              1.049
+score BITCOIN_MALF_HTML              2.744
 score BITCOIN_ONAN                   2.999
-score BITCOIN_SPAM_02                0.014
+score BITCOIN_SPAM_02                0.004
 score BITCOIN_SPAM_03                2.499
-score BITCOIN_SPAM_05                1.029
+score BITCOIN_SPAM_05                0.867
 score BITCOIN_XPRIO                  0.001
-score BODY_SINGLE_URI                0.691
+score BODY_SINGLE_URI                0.747
 score BODY_SINGLE_WORD               0.001
-score BODY_URI_ONLY                  1.266
+score BODY_URI_ONLY                  1.331
 score BOGUS_MIME_VERSION             3.499
-score BOGUS_MSM_HDRS                 2.378
+score BOGUS_MSM_HDRS                 2.566
 score CK_HELO_GENERIC                0.001
-score COMPENSATION                   1.499
-score CONTENT_AFTER_HTML             1.337
+score CONTENT_AFTER_HTML             1.406
 score CTE_8BIT_MISMATCH              0.001
 score DATE_IN_FUTURE_Q_PLUS          2.499
 score DEAR_BENEFICIARY               3.099
 score DKIMWL_WL_HIGH                 -0.001
-score DKIMWL_WL_MED                  -0.001
-score DKIMWL_WL_MEDHI                -0.913
+score DKIMWL_WL_MED                  -0.001 # force non-zero
+score DKIMWL_WL_MEDHI                -0.001
 score DX_TEXT_03                     0.399
 score ENCRYPTED_MESSAGE              -0.999
 score END_FUTURE_EMAILS              2.499
-score FILL_THIS_FORM                 1.100
-score FONT_INVIS_DIRECT              0.033
+score FILL_THIS_FORM                 1.099
+score FONT_INVIS_DIRECT              0.478
 score FONT_INVIS_HTML_NOHTML         2.999
 score FONT_INVIS_LONG_LINE           2.999
-score FONT_INVIS_MSGID               0.261
+score FONT_INVIS_MSGID               0.324
 score FONT_INVIS_NORDNS              2.499
-score FONT_INVIS_POSTEXTRAS          2.181
-score FORGED_SPF_HELO                0.757
+score FONT_INVIS_POSTEXTRAS          2.182
+score FORGED_SPF_HELO                0.755
 score FORM_FRAUD                     0.999
-score FORM_FRAUD_3                   0.220
-score FORM_FRAUD_5                   1.574
+score FORM_FRAUD_3                   0.435
+score FORM_FRAUD_5                   2.853
 score FOUND_YOU                      3.249
 score FREEMAIL_FORGED_FROMDOMAIN     0.250
-score FROM_2_EMAILS_SHORT            1.882
+score FROM_2_EMAILS_SHORT            2.624
 score FROM_ADDR_WS                   2.999
-score FROM_FMBLA_NEWDOM              1.398
+score FROM_FMBLA_NEWDOM              1.400
 score FROM_FMBLA_NEWDOM14            0.999
-score FROM_FMBLA_NEWDOM28            0.800
-score FROM_GOV_DKIM_AU               -0.576
+score FROM_FMBLA_NEWDOM28            0.799
+score FROM_GOV_DKIM_AU               -0.136
 score FROM_MISSPACED                 1.999
 score FROM_MISSP_EH_MATCH            0.001
 score FROM_MISSP_FREEMAIL            0.783
 score FROM_MISSP_MSFT                0.001 # force non-zero
 score FROM_MISSP_SPF_FAIL            0.001
 score FROM_MISSP_USER                0.001 # force non-zero
-score FROM_MULTI_NORDNS              0.001
-score FROM_NTLD_LINKBAIT             1.385
-score FROM_ONE_CHAR                  0.721
-score FROM_PAYPAL_SPOOF              1.238
+score FROM_MULTI_NORDNS              1.076
+score FROM_NTLD_LINKBAIT             1.999
+score FROM_ONE_CHAR                  0.930
+score FROM_PAYPAL_SPOOF              0.804
 score FROM_SUSPICIOUS_NTLD           0.499
-score FROM_SUSPICIOUS_NTLD_FP        2.000
-score FSL_BULK_SIG                   0.359
+score FROM_SUSPICIOUS_NTLD_FP        1.999
+score FSL_BULK_SIG                   0.338
 score FSL_CTYPE_WIN1251              0.001
 score FSL_NEW_HELO_USER              0.001
 score FUZZY_AMAZON                   2.399
-score GB_BITCOIN_CP                  2.512
-score GB_FAKE_RF_SHORT               0.997
-score GB_FREEMAIL_DISPTO             0.499
+score GB_BITCOIN_CP                  0.882
+score GB_FAKE_RF_SHORT               1.000
+score GB_FREEMAIL_DISPTO             0.500
 score GB_FREEMAIL_DISPTO_NOTFREEM    0.499
-score GB_HASHBL_BTC                  2.151
+score GB_HASHBL_BTC                  2.174
 score GB_URI_FLEEK_STO_HTM           0.999
 score GOOG_REDIR_HTML_ONLY           1.999
 score GOOG_REDIR_NORDNS              3.299
 score GOOG_STO_NOIMG_HTML            2.999
-score HAS_X_OUTGOING_SPAM_STAT       0.001 # force non-zero
-score HDRS_LCASE_IMGONLY             0.100
-score HDRS_MISSP                     1.660
+score HAS_X_OUTGOING_SPAM_STAT       0.001
+score HDRS_LCASE_IMGONLY             0.099
+score HDRS_MISSP                     1.678
 score HDR_ORDER_FTSDMCXX_DIRECT      0.001
 score HDR_ORDER_FTSDMCXX_NORDNS      0.001
 score HEADER_FROM_DIFFERENT_DOMAINS  0.250
@@ -103,118 +102,115 @@ score HK_RANDOM_ENVFROM              0.9
 score HK_RANDOM_FROM                 1.000
 score HK_RANDOM_REPLYTO              0.999
 score HK_SCAM                        1.999
-score HOSTED_IMG_DIRECT_MX           1.957
-score HOSTED_IMG_FREEM               2.023
-score HOSTED_IMG_MULTI_PUB_01        3.000
+score HOSTED_IMG_DIRECT_MX           2.514
+score HOSTED_IMG_FREEM               2.017
+score HOSTED_IMG_MULTI_PUB_01        2.999
 score HTML_ENTITY_ASCII              2.999
-score HTML_OFF_PAGE                  2.999
-score HTML_TEXT_INVISIBLE_FONT       1.401
-score HTML_TEXT_INVISIBLE_STYLE      3.100
+score HTML_OFF_PAGE                  3.000
+score HTML_TEXT_INVISIBLE_FONT       1.402
+score HTML_TEXT_INVISIBLE_STYLE      3.101
 score JH_SPAMMY_HEADERS              3.499
-score KHOP_HELO_FCRDNS               0.001 # force non-zero
-score LONG_HEX_URI                   1.574
-score LONG_IMG_URI                   1.038
-score LONG_INVISIBLE_TEXT            2.828
+score KHOP_HELO_FCRDNS               0.001
+score LONG_HEX_URI                   1.517
+score LONG_IMG_URI                   1.094
+score LONG_INVISIBLE_TEXT            2.825
 score LOTS_OF_MONEY                  0.010
 score LOTTO_AGENT                    1.499
-score LOTTO_DEPT                     0.001 # force non-zero
+score LOTTO_DEPT                     0.001
 score MANY_SUBDOM                    2.299
 score MILLION_HUNDRED                0.001
-score MILLION_USD                    0.001 # force non-zero
+score MILLION_USD                    0.001
 score MIMEOLE_DIRECT_TO_MX           0.001
 score MIXED_ES                       2.163
 score MONEY_ATM_CARD                 0.001
-score MONEY_FORM                     0.711
-score MONEY_FORM_SHORT               1.921
-score MONEY_FRAUD_3                  2.999
+score MONEY_FORM                     0.570
+score MONEY_FORM_SHORT               2.288
+score MONEY_FRAUD_3                  2.765
 score MONEY_FRAUD_5                  0.001
-score MONEY_FRAUD_8                  0.001 # force non-zero
-score MONEY_FREEMAIL_REPTO           1.985
+score MONEY_FRAUD_8                  0.001
+score MONEY_FREEMAIL_REPTO           1.988
 score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               0.001
 score MSMAIL_PRI_ABNORMAL            0.001
-score NAME_EMAIL_DIFF                0.001
+score NAME_EMAIL_DIFF                0.001 # force non-zero
 score NA_DOLLARS                     1.499
-score NICE_REPLY_A                   -0.978
+score NICE_REPLY_A                   -1.716
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
 score NSL_RCVD_HELO_USER             0.001
-score NUMBERONLY_BITCOIN_EXP         1.152
-score OBFU_TEXT_ATTACH               0.001
-score ODD_FREEM_REPTO                2.840
+score NUMBERONLY_BITCOIN_EXP         0.700
+score OBFU_TEXT_ATTACH               0.483
+score ODD_FREEM_REPTO                2.795
 score PDS_BTC_ID                     0.499
-score PDS_BTC_MSGID                  0.001
-score PDS_BTC_NTLD                   1.999
-score PDS_FROM_2_EMAILS              3.499
+score PDS_BTC_MSGID                  0.001 # force non-zero
+score PDS_BTC_NTLD                   0.001
 score PDS_HELO_SPF_FAIL              1.999
-score PDS_NAKED_TO_NUMERO            2.000
-score PDS_NO_FULL_NAME_SPOOFED_URL   0.750
+score PDS_NAKED_TO_NUMERO            1.999
+score PDS_NO_FULL_NAME_SPOOFED_URL   0.749
 score PDS_OTHER_BAD_TLD              1.999
-score PDS_PHPEXP_BOT                 0.746
+score PDS_PHPEXP_BOT                 0.845
 score PDS_PHP_EVAL                   1.499
-score PDS_SHORT_BOGUS_MSM_HDRS       0.641
+score PDS_SHORT_BOGUS_MSM_HDRS       1.055
 score PDS_SHORT_SPOOFED_URL          1.999
 score PDS_TINYSUBJ_URISHRT           1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.001
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.189
 score PHP_ORIG_SCRIPT                2.499
 score PHP_ORIG_SCRIPT_EVAL           2.999
-score PHP_SCRIPT                     2.197
-score PP_MIME_FAKE_ASCII_TEXT        0.001 # force non-zero
-score RAND_MKTG_HEADER               1.999
-score RATWARE_NO_RDNS                1.937
+score PHP_SCRIPT                     2.203
+score PP_MIME_FAKE_ASCII_TEXT        0.001
+score RAND_MKTG_HEADER               2.000
+score RATWARE_NO_RDNS                0.700
 score RCVD_IN_MSPIKE_H2              -0.001
-score RDNS_NUM_TLD_XM                2.184
+score RDNS_NUM_TLD_XM                2.403
 score REPTO_419_FRAUD                0.001
 score REPTO_419_FRAUD_GM_LOOSE       0.999
 score SCC_BODY_SINGLE_WORD           0.001
-score SCC_BODY_URI_ONLY              1.930
-score SCC_CANSPAM_2                  2.262
-score SCC_ISEMM_LID_1                2.393
+score SCC_BODY_URI_ONLY              1.869
+score SCC_CANSPAM_2                  2.149
+score SCC_ISEMM_LID_1                1.677
 score SENDGRID_REDIR                 1.499
-score SERGIO_SUBJECT_VIAGRA01        0.305
-score SHOPIFY_IMG_NOT_RCVD_SFY       1.508
+score SERGIO_SUBJECT_VIAGRA01        3.206
+score SHOPIFY_IMG_NOT_RCVD_SFY       1.510
 score SHORTENER_SHORT_IMG            0.001
-score SHORT_SHORTNER                 2.000
-score SPOOFED_FREEMAIL               1.701
-score SPOOFED_FREEMAIL_NO_RDNS       0.017
+score SHORT_SHORTNER                 1.999
+score SPOOFED_FREEMAIL               1.699
+score SPOOFED_FREEMAIL_NO_RDNS       0.019
 score SPOOFED_FREEM_REPTO            2.499
 score SPOOF_GMAIL_MID                0.001
 score STATIC_XPRIO_OLE               0.001
 score THIS_AD                        1.199
-score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
-score TO_EQ_FM_DOM_SPF_FAIL          0.001
+score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.348
+score TO_EQ_FM_DOM_SPF_FAIL          0.001 # force non-zero
 score TO_EQ_FM_SPF_FAIL              0.001
 score TO_NO_BRKTS_FROM_MSSP          2.499
-score TO_NO_BRKTS_HTML_IMG           2.000
-score TO_NO_BRKTS_HTML_ONLY          2.000
-score TO_NO_BRKTS_MSFT               0.001
-score TO_NO_BRKTS_NORDNS_HTML        1.358
+score TO_NO_BRKTS_HTML_IMG           1.999
+score TO_NO_BRKTS_HTML_ONLY          1.999
+score TO_NO_BRKTS_NORDNS_HTML        1.473
 score TO_NO_BRKTS_PCNT               2.499
-score TVD_RCVD_SPACE_BRACKET         1.904
-score TVD_SPACE_RATIO_MINFP          0.205
+score TVD_RCVD_SPACE_BRACKET         1.571
 score UNDISC_FREEM                   3.099
-score UNDISC_MONEY                   0.149
+score UNDISC_MONEY                   0.137
 score UNICODE_OBFU_ASC               2.499
-score URI_DOTEDU                     2.000
+score URI_DOTEDU                     1.999
 score URI_GOOGLE_PROXY               2.299
 score URI_OBFU_DOM                   2.299
-score URI_ONLY_MSGID_MALF            1.594
-score URI_PHISH                      3.602
-score URI_PHP_REDIR                  3.271
+score URI_ONLY_MSGID_MALF            1.797
+score URI_PHISH                      3.599
+score URI_PHP_REDIR                  3.262
 score URI_TRY_3LD                    1.967
-score URI_WPADMIN                    2.400
-score URI_WP_DIRINDEX                3.496
-score URI_WP_HACKED                  3.500
+score URI_WPADMIN                    2.399
+score URI_WP_DIRINDEX                3.495
+score URI_WP_HACKED                  3.499
 score URI_WP_HACKED_2                2.499
-score VFY_ACCT_NORDNS                2.690
-score WORD_INVIS                     0.001
+score VFY_ACCT_NORDNS                1.443
+score WORD_INVIS                     0.001 # force non-zero
 score XFER_LOTSA_MONEY               0.999
 score XM_RANDOM                      2.499
 score XM_RECPTID                     2.999
 score XPRIO                          0.001
-score XPRIO_SHORT_SUBJ               2.396
+score XPRIO_SHORT_SUBJ               1.287
 score XPRIO_URL_SHORTNER             0.999
-score YOU_INHERIT                    1.055
+score YOU_INHERIT                    1.050
 score AC_BR_BONANZA                  0.001
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
@@ -293,7 +289,6 @@ score GOOG_STO_HTML_PHISH_MANY       1.0
 score GOOG_STO_IMG_HTML              1.000
 score GOOG_STO_IMG_NOHTML            1.000
 score HAS_X_NO_RELAY                 1.000
-score HDRS_LCASE                     0.100
 score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
 score HK_RCVD_IP_MULTICAST           1.000
@@ -312,7 +307,6 @@ score LUCRATIVE                      1.0
 score MALF_HTML_B64                  1.000
 score MALWARE_NORDNS                 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

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1903868&r1=1903867&r2=1903868&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Sep  5 02:43:47 2022
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 313801  62.522%  (99.674% of non-spam corpus)
-# Correctly spam:     133531  26.605%  (71.378% of spam corpus)
-# False positives:      1027  0.205%  (0.326% of nonspam,  21232 weighted)
-# False negatives:     53545  10.668%  (28.622% of spam,  92907 weighted)
-# Average score for spam:  9.5    nonspam: 0.5
+# Correctly non-spam: 330228  63.760%  (99.695% of non-spam corpus)
+# Correctly spam:     135874  26.234%  (72.782% of spam corpus)
+# False positives:      1010  0.195%  (0.305% of nonspam,  19803 weighted)
+# False negatives:     50812  9.811%  (27.218% of spam,  86280 weighted)
+# Average score for spam:  9.6    nonspam: 0.5
 # Average for false-pos:   7.0  false-neg: 1.7
-# TOTAL:              501904  100.00%
+# TOTAL:              517924  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  39150  99.71%
-# Correctly spam:      16745  71.32%
-# False positives:       115  0.29%
-# False negatives:      6735  28.68%
-# TCR(l=50): 1.880657  SpamRecall: 71.316%  SpamPrec: 99.318%
+# Correctly non-spam:  41170  99.73%
+# Correctly spam:      16944  72.30%
+# False positives:       112  0.27%
+# False negatives:      6491  27.70%
+# TCR(l=50): 1.938219  SpamRecall: 72.302%  SpamPrec: 99.343%
 
 ##### 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: 306404  97.32%
-# Correctly spam:     107342  57.38%
-# False positives:      8424  2.68%
-# False negatives:     79734  42.62%
-# TCR(l=50): 0.373454  SpamRecall: 57.379%  SpamPrec: 92.723%
+# Correctly non-spam: 322732  97.43%
+# Correctly spam:     103802  55.60%
+# False positives:      8506  2.57%
+# False negatives:     82884  44.40%
+# TCR(l=50): 0.367359  SpamRecall: 55.602%  SpamPrec: 92.426%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  38210  97.31%
-# Correctly spam:      13527  57.61%
-# False positives:      1055  2.69%
-# False negatives:      9953  42.39%
-# TCR(l=50): 0.374464  SpamRecall: 57.611%  SpamPrec: 92.765%
+# Correctly non-spam:  40226  97.44%
+# Correctly spam:      13000  55.47%
+# False positives:      1056  2.56%
+# False negatives:     10435  44.53%
+# TCR(l=50): 0.370602  SpamRecall: 55.473%  SpamPrec: 92.487%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1903868&r1=1903867&r2=1903868&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Sep  5 02:43:47 2022
@@ -1,11 +1,11 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 367970  65.903%  (99.479% of non-spam corpus)
-# Correctly spam:     149778  26.825%  (79.478% of spam corpus)
-# False positives:      1927  0.345%  (0.521% of nonspam,  64697 weighted)
-# False negatives:     38675  6.927%  (20.522% of spam,  76507 weighted)
-# Average score for spam:  14.9    nonspam: -0.5
+# Correctly non-spam: 367975  65.904%  (99.480% of non-spam corpus)
+# Correctly spam:     149928  26.852%  (79.557% of spam corpus)
+# False positives:      1922  0.344%  (0.520% of nonspam,  64480 weighted)
+# False negatives:     38525  6.900%  (20.443% of spam,  75598 weighted)
+# Average score for spam:  15.0    nonspam: -0.5
 # Average for false-pos:   6.6  false-neg: 2.0
 # TOTAL:              558350  100.00%
 
@@ -13,11 +13,11 @@ Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  45882  99.55%
-# Correctly spam:      18765  79.34%
-# False positives:       206  0.45%
-# False negatives:      4887  20.66%
-# TCR(l=50): 1.557385  SpamRecall: 79.338%  SpamPrec: 98.914%
+# Correctly non-spam:  45883  99.56%
+# Correctly spam:      18759  79.31%
+# False positives:       205  0.44%
+# False negatives:      4893  20.69%
+# TCR(l=50): 1.561910  SpamRecall: 79.313%  SpamPrec: 98.919%
 
 ##### WITHOUT NEW RULES AND SCORES #####
 Reading scores from "../rules-base"...