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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/09/02 02:46:25 UTC

svn commit: r1903819 [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=1903819&r1=1903818&r2=1903819&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Sep  2 02:46:25 2022
@@ -3,9 +3,9 @@
 
 score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              3.000
-score AC_HTML_NONSENSE_TAGS          2.000
+score AC_HTML_NONSENSE_TAGS          1.999
 score ADMITS_SPAM                    2.999
-score ADVANCE_FEE_2_NEW_FRM_MNY      0.643
+score ADVANCE_FEE_2_NEW_FRM_MNY      0.368
 score ADVANCE_FEE_2_NEW_MONEY        1.999
 score ADVANCE_FEE_3_NEW              3.499
 score ADVANCE_FEE_3_NEW_FRM_MNY      2.299
@@ -13,184 +13,187 @@ score ADVANCE_FEE_3_NEW_MONEY        2.7
 score ADVANCE_FEE_4_NEW_FRM_MNY      2.399
 score ADVANCE_FEE_4_NEW_MONEY        0.001
 score ADVANCE_FEE_5_NEW              2.299
-score ADVANCE_FEE_5_NEW_FRM_MNY      1.185
-score ADVANCE_FEE_5_NEW_MONEY        1.204
+score ADVANCE_FEE_5_NEW_FRM_MNY      1.086
+score ADVANCE_FEE_5_NEW_MONEY        0.772
 score AD_PREFS                       0.001
-score ALIBABA_IMG_NOT_RCVD_ALI       2.499
-score AMAZON_IMG_NOT_RCVD_AMZN       1.806
-score APOSTROPHE_TOCC                0.812
+score ALIBABA_IMG_NOT_RCVD_ALI       2.500
+score AMAZON_IMG_NOT_RCVD_AMZN       1.798
+score APOSTROPHE_TOCC                0.757
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5   1.878
-score AXB_X_FF_SEZ_S                 1.420
-score BIGNUM_EMAILS_FREEM            2.821
+score AXB_XMAILER_MIMEOLE_OL_1ECD5   1.491
+score AXB_X_FF_SEZ_S                 1.421
+score BIGNUM_EMAILS_FREEM            2.012
+score BIGNUM_EMAILS_MANY             3.000
 score BITCOIN_EXTORT_01              0.001
-score BITCOIN_MALF_HTML              2.292
-score BITCOIN_ONAN                   1.200
-score BITCOIN_SPAM_02                0.185
+score BITCOIN_MALF_HTML              2.511
+score BITCOIN_ONAN                   1.472
+score BITCOIN_SPAM_02                0.179
 score BITCOIN_SPAM_03                2.499
-score BITCOIN_SPAM_05                1.813
+score BITCOIN_SPAM_05                2.463
 score BITCOIN_XPRIO                  0.001
-score BODY_EMAIL_419_FRAUD_GM        1.931
-score BODY_SINGLE_URI                0.714
+score BODY_EMAIL_419_FRAUD_GM        2.383
+score BODY_SINGLE_URI                0.308
 score BODY_SINGLE_WORD               0.001
-score BODY_URI_ONLY                  1.227
+score BODY_URI_ONLY                  1.278
 score BOGUS_MIME_VERSION             3.499
-score BOGUS_MSM_HDRS                 1.269
+score BOGUS_MSM_HDRS                 0.642
 score CK_HELO_GENERIC                0.001
 score COMPENSATION                   1.499
-score CONTENT_AFTER_HTML             1.491
-score CTE_8BIT_MISMATCH              0.206
+score CONTENT_AFTER_HTML             2.393
+score CTE_8BIT_MISMATCH              0.205
 score DATE_IN_FUTURE_Q_PLUS          2.299
-score DEAR_BENEFICIARY               2.926
+score DEAR_BENEFICIARY               2.320
 score DKIMWL_WL_HIGH                 -0.001
 score DKIMWL_WL_MED                  -0.001
-score DKIMWL_WL_MEDHI                -0.686
+score DKIMWL_WL_MEDHI                -0.740
 score DX_TEXT_03                     0.499
-score ENCRYPTED_MESSAGE              -1.000
+score ENCRYPTED_MESSAGE              -0.999
 score END_FUTURE_EMAILS              2.499
-score FILL_THIS_FORM                 0.077
-score FONT_INVIS_DIRECT              0.074
+score FILL_THIS_FORM                 0.255
+score FONT_INVIS_DIRECT              0.001
 score FONT_INVIS_HTML_NOHTML         2.999
 score FONT_INVIS_LONG_LINE           2.999
-score FONT_INVIS_MSGID               0.416
+score FONT_INVIS_MSGID               0.418
 score FONT_INVIS_NORDNS              2.499
-score FONT_INVIS_POSTEXTRAS          2.065
-score FORGED_SPF_HELO                0.147
+score FONT_INVIS_POSTEXTRAS          1.899
+score FORGED_SPF_HELO                0.143
 score FORM_FRAUD                     0.999
-score FORM_FRAUD_3                   1.666
-score FORM_FRAUD_5                   2.217
-score FOUND_YOU                      2.793
+score FORM_FRAUD_3                   0.433
+score FORM_FRAUD_5                   1.075
+score FOUND_YOU                      2.093
 score FREEMAIL_FORGED_FROMDOMAIN     0.249
-score FROM_2_EMAILS_SHORT            2.499
+score FROM_2_EMAILS_SHORT            2.135
 score FROM_ADDR_WS                   2.999
 score FROM_FMBLA_NEWDOM              1.499
-score FROM_FMBLA_NEWDOM14            0.302
-score FROM_FMBLA_NEWDOM28            0.800
-score FROM_GOV_DKIM_AU               -0.164
-score FROM_MISSPACED                 1.999
-score FROM_MISSP_EH_MATCH            0.399
-score FROM_MISSP_FREEMAIL            2.096
+score FROM_FMBLA_NEWDOM14            0.303
+score FROM_FMBLA_NEWDOM28            0.799
+score FROM_GOV_DKIM_AU               -0.165
+score FROM_MISSPACED                 1.701
+score FROM_MISSP_EH_MATCH            0.583
+score FROM_MISSP_FREEMAIL            2.090
 score FROM_MISSP_MSFT                0.001
 score FROM_MISSP_SPF_FAIL            0.001
 score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              1.063
-score FROM_NTLD_LINKBAIT             0.903
-score FROM_ONE_CHAR                  1.347
-score FROM_PAYPAL_SPOOF              0.390
-score FROM_SUSPICIOUS_NTLD           0.001
+score FROM_MULTI_NORDNS              1.073
+score FROM_NTLD_LINKBAIT             0.129
+score FROM_NTLD_REPLY_FREEMAIL       0.749
+score FROM_ONE_CHAR                  1.006
+score FROM_PAYPAL_SPOOF              0.001
+score FROM_SUSPICIOUS_NTLD           0.001 # force non-zero
 score FROM_SUSPICIOUS_NTLD_FP        1.999
-score FSL_BULK_SIG                   0.001
+score FSL_BULK_SIG                   0.001 # force non-zero
 score FSL_CTYPE_WIN1251              0.001
-score FSL_NEW_HELO_USER              0.001 # force non-zero
-score FUZZY_AMAZON                   2.399
-score FUZZY_WALLET                   1.787
-score GB_BITCOIN_CP                  2.576
-score GB_FAKE_RF_SHORT               1.307
+score FSL_NEW_HELO_USER              0.001
+score FUZZY_AMAZON                   2.400
+score FUZZY_WALLET                   1.784
+score GB_BITCOIN_CP                  1.607
+score GB_FAKE_RF_SHORT               0.971
 score GB_FREEMAIL_DISPTO             0.499
-score GB_FREEMAIL_DISPTO_NOTFREEM    0.499
-score GB_HASHBL_BTC                  3.228
+score GB_FREEMAIL_DISPTO_NOTFREEM    0.500
+score GB_HASHBL_BTC                  3.230
 score GB_URI_FLEEK_STO_HTM           0.999
 score GOOG_REDIR_HTML_ONLY           1.999
-score GOOG_REDIR_NORDNS              3.130
-score GOOG_STO_EMAIL_PHISH           2.706
+score GOOG_REDIR_NORDNS              3.128
+score GOOG_STO_EMAIL_PHISH           2.247
 score GOOG_STO_NOIMG_HTML            2.999
-score HAS_X_OUTGOING_SPAM_STAT       0.383
-score HDRS_LCASE_IMGONLY             0.100
-score HDRS_MISSP                     1.815
+score HAS_X_OUTGOING_SPAM_STAT       0.117
+score HDRS_LCASE                     0.001
+score HDRS_LCASE_IMGONLY             0.099
+score HDRS_MISSP                     1.813
 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 HELO_NO_DOMAIN                 0.001 # force non-zero
 score HK_NAME_MR_MRS                 0.999
-score HK_RANDOM_ENVFROM              1.000
+score HK_RANDOM_ENVFROM              0.999
 score HK_RANDOM_FROM                 0.999
 score HK_RANDOM_REPLYTO              0.999
-score HK_SCAM                        1.999
-score HOSTED_IMG_DIRECT_MX           1.659
-score HOSTED_IMG_FREEM               3.197
+score HK_SCAM                        1.872
+score HOSTED_IMG_DIRECT_MX           1.242
+score HOSTED_IMG_FREEM               3.200
 score HOSTED_IMG_MULTI_PUB_01        2.999
-score HTML_ENTITY_ASCII              3.000
+score HTML_ENTITY_ASCII              2.999
 score HTML_OFF_PAGE                  2.999
-score HTML_TEXT_INVISIBLE_FONT       1.398
-score HTML_TEXT_INVISIBLE_STYLE      3.104
-score IMG_ONLY_FM_DOM_INFO           0.489
-score JH_SPAMMY_HEADERS              3.499
-score KHOP_HELO_FCRDNS               0.400
-score LONG_HEX_URI                   1.615
-score LONG_IMG_URI                   0.936
-score LONG_INVISIBLE_TEXT            2.516
+score HTML_TEXT_INVISIBLE_FONT       1.389
+score HTML_TEXT_INVISIBLE_STYLE      3.102
+score IMG_ONLY_FM_DOM_INFO           0.482
+score JH_SPAMMY_HEADERS              3.500
+score KHOP_HELO_FCRDNS               0.399
+score LONG_HEX_URI                   1.616
+score LONG_IMG_URI                   0.935
+score LONG_INVISIBLE_TEXT            2.850
 score LOTS_OF_MONEY                  0.010
 score LOTTO_AGENT                    1.499
 score LOTTO_DEPT                     0.001
 score MANY_SUBDOM                    2.299
 score MAY_BE_FORGED                  2.099
-score MILLION_HUNDRED                0.001
-score MILLION_USD                    0.027
+score MILLION_HUNDRED                0.197
+score MILLION_USD                    0.259
 score MIMEOLE_DIRECT_TO_MX           0.001
-score MIXED_ES                       1.422
+score MIXED_ES                       1.148
 score MONEY_ATM_CARD                 0.001
 score MONEY_FORM                     0.001
-score MONEY_FORM_SHORT               1.747
-score MONEY_FRAUD_3                  2.036
-score MONEY_FRAUD_5                  0.001
-score MONEY_FRAUD_8                  2.703
-score MONEY_FREEMAIL_REPTO           1.987
+score MONEY_FORM_SHORT               1.570
+score MONEY_FRAUD_3                  1.555
+score MONEY_FRAUD_5                  0.001 # force non-zero
+score MONEY_FRAUD_8                  2.615
+score MONEY_FREEMAIL_REPTO           1.986
 score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               0.001
 score MSMAIL_PRI_ABNORMAL            0.001
-score MSM_PRIO_REPTO                 2.306
+score MSM_PRIO_REPTO                 2.057
 score NAME_EMAIL_DIFF                0.001
 score NA_DOLLARS                     0.001
 score NICE_REPLY_A                   -0.001
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             1.013
-score NUMBERONLY_BITCOIN_EXP         0.608
-score OBFU_TEXT_ATTACH               0.994
-score ODD_FREEM_REPTO                2.124
+score NSL_RCVD_HELO_USER             1.602
+score NUMBERONLY_BITCOIN_EXP         1.405
+score OBFU_TEXT_ATTACH               0.134
+score ODD_FREEM_REPTO                2.213
 score PDS_BTC_ID                     0.499
-score PDS_BTC_MSGID                  0.001
-score PDS_BTC_NTLD                   0.203
+score PDS_BTC_MSGID                  0.001 # force non-zero
+score PDS_BTC_NTLD                   0.330
 score PDS_DBL_URL_TNB_RUNON          1.999
 score PDS_HELO_SPF_FAIL              1.999
 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_PHP_EVAL                   1.499
-score PDS_SHORT_BOGUS_MSM_HDRS       1.364
-score PDS_SHORT_SPOOFED_URL          2.000
-score PDS_TINYSUBJ_URISHRT           0.051
+score PDS_SHORT_BOGUS_MSM_HDRS       0.510
+score PDS_SHORT_SPOOFED_URL          1.999
+score PDS_TINYSUBJ_URISHRT           0.239
 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
 score PHP_ORIG_SCRIPT                2.499
-score PHP_ORIG_SCRIPT_EVAL           2.999
-score PHP_SCRIPT                     1.913
+score PHP_ORIG_SCRIPT_EVAL           3.000
+score PHP_SCRIPT                     2.181
 score PP_MIME_FAKE_ASCII_TEXT        0.080
 score RAND_MKTG_HEADER               1.999
-score RATWARE_NO_RDNS                0.001
-score RCVD_IN_MSPIKE_H2              -0.001 # force non-zero
-score RDNS_NUM_TLD_XM                0.962
+score RATWARE_NO_RDNS                0.836
+score RCVD_IN_MSPIKE_H2              -0.001
+score RDNS_NUM_TLD_XM                2.814
 score REPTO_419_FRAUD                0.001
-score REPTO_419_FRAUD_GM             1.405
+score REPTO_419_FRAUD_GM             1.535
 score REPTO_419_FRAUD_GM_LOOSE       0.999
 score SCC_BODY_SINGLE_WORD           0.001
-score SCC_BODY_URI_ONLY              1.768
+score SCC_BODY_URI_ONLY              1.718
 score SCC_CANSPAM_2                  2.399
-score SCC_ISEMM_LID_1                1.564
+score SCC_ISEMM_LID_1                2.406
 score SCC_THREE_WORD_MONTY           2.499
 score SENDGRID_REDIR                 1.499
-score SERGIO_SUBJECT_VIAGRA01        3.147
+score SERGIO_SUBJECT_VIAGRA01        2.020
 score SHOPIFY_IMG_NOT_RCVD_SFY       0.001
 score SHORTENER_SHORT_IMG            0.001
-score SHORT_SHORTNER                 1.729
-score SPOOFED_FREEMAIL               1.636
+score SHORT_SHORTNER                 1.997
+score SPOOFED_FREEMAIL               1.428
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
 score SPOOFED_FREEM_REPTO            2.499
-score SPOOFED_FREEM_REPTO_CHN        3.481
-score SPOOF_GMAIL_MID                0.001
+score SPOOFED_FREEM_REPTO_CHN        3.324
+score SPOOF_GMAIL_MID                0.001 # force non-zero
 score STATIC_XPRIO_OLE               0.001
 score THIS_AD                        1.199
 score TONOM_EQ_TOLOC_SHRT_SHRTNER    0.001
-score TO_EQ_FM_DOM_SPF_FAIL          0.001 # force non-zero
+score TO_EQ_FM_DOM_SPF_FAIL          0.001
 score TO_EQ_FM_SPF_FAIL              0.001
 score TO_NO_BRKTS_FROM_MSSP          2.499
 score TO_NO_BRKTS_HTML_IMG           1.999
@@ -198,31 +201,31 @@ score TO_NO_BRKTS_HTML_ONLY          1.9
 score TO_NO_BRKTS_MSFT               0.001
 score TO_NO_BRKTS_NORDNS_HTML        1.204
 score TO_NO_BRKTS_PCNT               2.500
-score TVD_RCVD_SPACE_BRACKET         2.131
-score TVD_SPACE_ENCODED              2.430
+score TVD_RCVD_SPACE_BRACKET         2.647
+score TVD_SPACE_ENCODED              2.499
 score TVD_SPACE_RATIO_MINFP          0.001
 score UNDISC_FREEM                   3.199
-score UNDISC_MONEY                   1.707
+score UNDISC_MONEY                   1.190
 score UNICODE_OBFU_ASC               2.499
 score URI_DOTEDU                     1.999
 score URI_GOOGLE_PROXY               2.299
-score URI_OBFU_DOM                   2.299
+score URI_OBFU_DOM                   2.300
 score URI_ONLY_MSGID_MALF            1.999
-score URI_PHISH                      3.097
-score URI_PHP_REDIR                  2.774
+score URI_PHISH                      3.078
+score URI_PHP_REDIR                  2.776
 score URI_TRY_3LD                    1.656
-score URI_WPADMIN                    2.399
+score URI_WPADMIN                    2.299
 score URI_WP_DIRINDEX                3.490
 score URI_WP_HACKED                  3.499
-score URI_WP_HACKED_2                1.959
+score URI_WP_HACKED_2                2.169
 score VFY_ACCT_NORDNS                2.999
 score WORD_INVIS                     0.001
-score XFER_LOTSA_MONEY               0.001
-score XM_RANDOM                      1.351
-score XM_RECPTID                     2.999
+score XFER_LOTSA_MONEY               0.266
+score XM_RANDOM                      1.356
+score XM_RECPTID                     3.000
 score XPRIO                          0.001
-score XPRIO_URL_SHORTNER             0.999
-score YOU_INHERIT                    1.030
+score XPRIO_URL_SHORTNER             0.832
+score YOU_INHERIT                    0.796
 score AC_BR_BONANZA                  0.001
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
@@ -239,7 +242,6 @@ score ADVANCE_FEE_2_NEW_FORM         1.0
 score APP_DEVELOPMENT_FREEM          1.000
 score APP_DEVELOPMENT_NORDNS         1.000
 score BEBEE_IMG_NOT_RCVD_BB          1.000
-score BIGNUM_EMAILS_MANY             1.000
 score BITCOIN_BOMB                   1.000
 score BITCOIN_DEADLINE               1.000
 score BITCOIN_EXTORT_02              1.000
@@ -283,7 +285,6 @@ score FROM_FMBLA_NDBLOCKED           0.0
 score FROM_GOV_REPLYTO_FREEMAIL      1.000
 score FROM_GOV_SPOOF                 1.000
 score FROM_NEWDOM_BTC                1.000
-score FROM_NTLD_REPLY_FREEMAIL       1.000
 score FROM_NUMBERO_NEWDOMAIN         1.000
 score GAPPY_SALES_LEADS_FREEM        1.000
 score GB_CUSTOM_HTM_URI              1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1903819&r1=1903818&r2=1903819&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Sep  2 02:46:25 2022
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 268153  57.185%  (99.640% of non-spam corpus)
-# Correctly spam:     146365  31.213%  (73.255% of spam corpus)
-# False positives:       970  0.207%  (0.360% of nonspam,  25201 weighted)
-# False negatives:     53437  11.396%  (26.745% of spam,  94165 weighted)
-# Average score for spam:  9.7    nonspam: 0.6
-# Average for false-pos:   7.0  false-neg: 1.8
-# TOTAL:              468925  100.00%
+# Correctly non-spam: 253065  55.826%  (99.614% of non-spam corpus)
+# Correctly spam:     145063  32.001%  (72.800% of spam corpus)
+# False positives:       981  0.216%  (0.386% of nonspam,  26791 weighted)
+# False negatives:     54199  11.956%  (27.200% of spam,  94712 weighted)
+# Average score for spam:  9.5    nonspam: 0.6
+# Average for false-pos:   7.0  false-neg: 1.7
+# TOTAL:              453308  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  33513  99.61%
-# Correctly spam:      18144  72.64%
-# False positives:       131  0.39%
-# False negatives:      6834  27.36%
-# TCR(l=50): 1.866258  SpamRecall: 72.640%  SpamPrec: 99.283%
+# Correctly non-spam:  31618  99.63%
+# Correctly spam:      18128  72.76%
+# False positives:       119  0.37%
+# False negatives:      6787  27.24%
+# TCR(l=50): 1.956112  SpamRecall: 72.759%  SpamPrec: 99.348%
 
 ##### 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: 260584  96.83%
-# Correctly spam:     115855  57.98%
-# False positives:      8539  3.17%
-# False negatives:     83947  42.02%
-# TCR(l=50): 0.391081  SpamRecall: 57.985%  SpamPrec: 93.136%
+# Correctly non-spam: 245546  96.65%
+# Correctly spam:     114827  57.63%
+# False positives:      8500  3.35%
+# False negatives:     84435  42.37%
+# TCR(l=50): 0.391143  SpamRecall: 57.626%  SpamPrec: 93.108%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  32600  96.90%
-# Correctly spam:      14471  57.93%
-# False positives:      1044  3.10%
-# False negatives:     10507  42.07%
-# TCR(l=50): 0.398329  SpamRecall: 57.935%  SpamPrec: 93.271%
+# Correctly non-spam:  30674  96.65%
+# Correctly spam:      14482  58.13%
+# False positives:      1063  3.35%
+# False negatives:     10433  41.87%
+# TCR(l=50): 0.391850  SpamRecall: 58.126%  SpamPrec: 93.162%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1903819&r1=1903818&r2=1903819&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Sep  2 02:46:25 2022
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 258561  53.785%  (99.451% of non-spam corpus)
-# Correctly spam:     179089  37.253%  (81.129% of spam corpus)
-# False positives:      1428  0.297%  (0.549% of nonspam,  88776 weighted)
-# False negatives:     41657  8.665%  (18.871% of spam,  82395 weighted)
-# Average score for spam:  15.5    nonspam: -0.7
+# Correctly non-spam: 258557  53.784%  (99.449% of non-spam corpus)
+# Correctly spam:     178971  37.229%  (81.076% of spam corpus)
+# False positives:      1432  0.298%  (0.551% of nonspam,  88859 weighted)
+# False negatives:     41774  8.690%  (18.924% of spam,  83012 weighted)
+# Average score for spam:  15.4    nonspam: -0.7
 # Average for false-pos:   7.3  false-neg: 2.0
-# TOTAL:              480735  100.00%
+# TOTAL:              480734  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  32299  99.45%
-# Correctly spam:      22348  80.94%
-# False positives:       179  0.55%
-# False negatives:      5261  19.06%
-# TCR(l=50): 1.942791  SpamRecall: 80.945%  SpamPrec: 99.205%
+# Correctly non-spam:  32300  99.45%
+# Correctly spam:      22364  81.00%
+# False positives:       178  0.55%
+# False negatives:      5245  19.00%
+# TCR(l=50): 1.951856  SpamRecall: 81.003%  SpamPrec: 99.210%
 
 ##### WITHOUT NEW RULES AND SCORES #####
 Reading scores from "../rules-base"...
@@ -25,16 +25,16 @@ Reading per-message hit stat logs and sc
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam: 258844  99.56%
-# Correctly spam:     140198  63.51%
+# Correctly spam:     140221  63.52%
 # False positives:      1145  0.44%
-# False negatives:     80548  36.49%
-# TCR(l=50): 1.601954  SpamRecall: 63.511%  SpamPrec: 99.190%
+# False negatives:     80524  36.48%
+# TCR(l=50): 1.602225  SpamRecall: 63.522%  SpamPrec: 99.190%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  32326  99.53%
-# Correctly spam:      17596  63.73%
+# Correctly spam:      17599  63.74%
 # False positives:       152  0.47%
-# False negatives:     10013  36.27%
-# TCR(l=50): 1.567535  SpamRecall: 63.733%  SpamPrec: 99.144%
+# False negatives:     10010  36.26%
+# TCR(l=50): 1.567802  SpamRecall: 63.744%  SpamPrec: 99.144%