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 2024/08/29 02:43:54 UTC

svn commit: r1920261 [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=1920261&r1=1920260&r2=1920261&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Aug 29 02:43:53 2024
@@ -5,73 +5,73 @@ score ACCT_PHISHING_MANY             2.9
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              2.499
-score AC_HTML_NONSENSE_TAGS          2.000
-score AC_POST_EXTRAS                 0.154
-score ADMITS_SPAM                    3.812
+score AC_HTML_NONSENSE_TAGS          1.999
+score AC_POST_EXTRAS                 0.299
+score ADMITS_SPAM                    3.807
 score ADVANCE_FEE_2_NEW_FRM_MNY      0.001
 score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              1.137
-score ADVANCE_FEE_3_NEW_FRM_MNY      0.001 # force non-zero
-score ADVANCE_FEE_3_NEW_MONEY        0.001
+score ADVANCE_FEE_3_NEW              1.142
+score ADVANCE_FEE_3_NEW_FRM_MNY      0.001
+score ADVANCE_FEE_3_NEW_MONEY        0.689
 score ADVANCE_FEE_4_NEW              0.001
 score ADVANCE_FEE_4_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_4_NEW_MONEY        0.001 # force non-zero
-score ADVANCE_FEE_5_NEW              1.843
+score ADVANCE_FEE_4_NEW_MONEY        0.001
+score ADVANCE_FEE_5_NEW              1.237
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        0.440
+score ADVANCE_FEE_5_NEW_MONEY        0.552
 score AMAZON_IMG_NOT_RCVD_AMZN       2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2   0.001 # force non-zero
+score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
 score AXB_X_FF_SEZ_S                 0.001
-score BIGNUM_EMAILS_FREEM            1.937
+score BIGNUM_EMAILS_FREEM            1.565
 score BIGNUM_EMAILS_MANY             2.999
 score BITCOIN_DEADLINE               2.999
 score BITCOIN_EXTORT_01              0.001
-score BITCOIN_MALF_HTML              3.442
-score BITCOIN_MALWARE                0.802
-score BITCOIN_SPAM_02                0.605
-score BITCOIN_SPAM_03                2.442
-score BITCOIN_SPAM_05                2.252
+score BITCOIN_MALF_HTML              2.220
+score BITCOIN_MALWARE                2.310
+score BITCOIN_SPAM_02                2.228
+score BITCOIN_SPAM_03                2.401
+score BITCOIN_SPAM_05                1.768
 score BITCOIN_SPAM_07                0.001
-score BITCOIN_TOEQFM                 1.261
-score BITCOIN_VISTA                  3.401
-score BITCOIN_XPRIO                  2.088
+score BITCOIN_TOEQFM                 1.256
+score BITCOIN_VISTA                  3.388
+score BITCOIN_XPRIO                  2.499
 score BITCOIN_YOUR_INFO              2.999
-score BODY_URI_ONLY                  0.777
+score BODY_URI_ONLY                  0.634
 score BOGUS_MIME_VERSION             3.499
-score BOGUS_MSM_HDRS                 1.522
+score BOGUS_MSM_HDRS                 2.499
 score CONTENT_AFTER_HTML_WEAK        1.499
 score CTE_8BIT_MISMATCH              0.261
-score DEAR_BENEFICIARY               0.631
+score DEAR_BENEFICIARY               0.628
 score DKIMWL_WL_HIGH                 -0.001
 score DKIMWL_WL_MED                  -0.001
 score DKIMWL_WL_MEDHI                -0.001
 score DOS_BODY_HIGH_NO_MID           3.599
-score DSN_NO_MIMEVERSION             1.999
-score DYNAMIC_IMGUR                  3.999
+score DSN_NO_MIMEVERSION             2.000
+score DYNAMIC_IMGUR                  4.000
 score ENCRYPTED_MESSAGE              -0.999
-score END_FUTURE_EMAILS              2.155
+score END_FUTURE_EMAILS              1.753
 score FACEBOOK_IMG_NOT_RCVD_FB       1.999
 score FBI_MONEY                      1.999
 score FBI_SPOOF                      1.999
 score FILL_THIS_FORM                 0.001
-score FONT_INVIS_DIRECT              1.121
-score FONT_INVIS_HTML_NOHTML         2.903
-score FONT_INVIS_LONG_LINE           2.505
-score FONT_INVIS_MSGID               0.537
-score FONT_INVIS_NORDNS              2.420
-score FONT_INVIS_POSTEXTRAS          2.872
+score FONT_INVIS_DIRECT              2.348
+score FONT_INVIS_HTML_NOHTML         2.809
+score FONT_INVIS_LONG_LINE           2.504
+score FONT_INVIS_MSGID               0.536
+score FONT_INVIS_NORDNS              1.901
+score FONT_INVIS_POSTEXTRAS          2.870
 score FORGED_SPF_HELO                2.699
-score FORM_FRAUD                     0.999
+score FORM_FRAUD                     1.000
 score FORM_FRAUD_3                   0.001
 score FORM_FRAUD_5                   0.001
-score FOUND_YOU                      2.176
-score FREEMAIL_FORGED_FROMDOMAIN     0.001
+score FOUND_YOU                      1.428
+score FREEMAIL_FORGED_FROMDOMAIN     0.001 # force non-zero
 score FROM_ADDR_WS                   0.001
 score FROM_FMBLA_NEWDOM              1.499
 score FROM_FMBLA_NEWDOM14            0.999
-score FROM_FMBLA_NEWDOM28            0.799
-score FROM_GOV_DKIM_AU               -0.416
-score FROM_GOV_REPLYTO_FREEMAIL      1.450
+score FROM_FMBLA_NEWDOM28            0.800
+score FROM_GOV_DKIM_AU               -0.213
+score FROM_GOV_REPLYTO_FREEMAIL      1.807
 score FROM_GOV_SPOOF                 0.999
 score FROM_IN_TO_AND_SUBJ            1.799
 score FROM_MISSPACED                 0.001
@@ -80,172 +80,172 @@ score FROM_MISSP_EH_MATCH            0.0
 score FROM_MISSP_FREEMAIL            0.001
 score FROM_MISSP_MSFT                0.001
 score FROM_MISSP_PHISH               3.499
-score FROM_MISSP_REPLYTO             0.404
+score FROM_MISSP_REPLYTO             0.220
 score FROM_MISSP_SPF_FAIL            0.001
-score FROM_MISSP_USER                0.001
-score FROM_MISSP_XPRIO               0.001 # force non-zero
-score FROM_NTLD_LINKBAIT             1.999
-score FROM_NTLD_REPLY_FREEMAIL       0.763
+score FROM_MISSP_USER                0.001 # force non-zero
+score FROM_MISSP_XPRIO               0.001
+score FROM_NTLD_LINKBAIT             0.587
+score FROM_NTLD_REPLY_FREEMAIL       0.895
 score FROM_SUSPICIOUS_NTLD           0.499
 score FROM_SUSPICIOUS_NTLD_FP        1.999
 score FROM_UNBAL1                    2.299
-score FROM_WSP_TRAIL                 2.246
+score FROM_WSP_TRAIL                 2.257
 score FSL_BULK_SIG                   0.138
 score FSL_NEW_HELO_USER              0.001
-score FUZZY_AMAZON                   1.478
+score FUZZY_AMAZON                   0.858
 score FUZZY_BITCOIN                  3.799
 score FUZZY_TRUMP                    3.999
 score FUZZY_WALLET                   0.001
-score GB_BITCOIN_CP                  0.541
+score GB_BITCOIN_CP                  1.983
 score GB_BITCOIN_NH                  2.999
 score GB_CUSTOM_HTM_URI              1.499
 score GB_FAKE_RF_SHORT               1.999
-score GB_FREEMAIL_DISPTO             0.001
+score GB_FREEMAIL_DISPTO             0.001 # force non-zero
 score GB_FREEMAIL_DISPTO_NOTFREEM    0.499
-score GB_HASHBL_BTC                  4.266
+score GB_HASHBL_BTC                  4.264
 score GOOG_REDIR_DOCUSIGN            2.199
-score GOOG_STO_IMG_HTML              2.225
+score GOOG_STO_IMG_HTML              2.224
 score GOOG_STO_NOIMG_HTML            2.999
 score HDRS_MISSP                     2.499
-score HDR_ORDER_FTSDMCXX_DIRECT      1.999
-score HDR_ORDER_FTSDMCXX_NORDNS      3.240
-score HEADER_FROM_DIFFERENT_DOMAINS  0.249
+score HDR_ORDER_FTSDMCXX_DIRECT      1.117
+score HDR_ORDER_FTSDMCXX_NORDNS      3.410
+score HEADER_FROM_DIFFERENT_DOMAINS  0.250
 score HELO_NO_DOMAIN                 0.001
 score HK_LOTTO                       0.999
-score HK_NAME_FM_MR_MRS              0.477
+score HK_NAME_FM_MR_MRS              0.582
 score HK_NAME_MR_MRS                 0.001
 score HK_RANDOM_ENVFROM              0.001
 score HK_RANDOM_FROM                 0.001
 score HK_RANDOM_REPLYTO              0.999
 score HK_SCAM                        0.001
-score HK_WIN                         0.999
-score HOSTED_IMG_DIRECT_MX           3.499
+score HK_WIN                         1.000
+score HOSTED_IMG_DIRECT_MX           2.532
 score HOSTED_IMG_FREEM               1.088
 score HOSTED_IMG_MULTI_PUB_01        2.999
-score HREF_EMPTY_NORDNS              1.470
+score HREF_EMPTY_NORDNS              1.454
 score HREF_EMPTY_XANTIABUSE          2.499
 score HREF_EMPTY_XAUTHED             2.499
-score HTML_BADATTR                   0.999
+score HTML_BADATTR                   1.000
 score HTML_ENTITY_ASCII              2.999
 score HTML_ENTITY_ASCII_TINY         2.999
 score HTML_FONT_TINY_NORDNS          0.001
-score HTML_SINGLET_MANY              1.307
-score HTML_TEXT_INVISIBLE_FONT       1.999
-score HTML_TEXT_INVISIBLE_STYLE      2.718
-score IMG_ONLY_FM_DOM_INFO           1.779
-score JH_SPAMMY_HEADERS              3.198
-score KHOP_HELO_FCRDNS               0.400
+score HTML_SINGLET_MANY              1.312
+score HTML_TEXT_INVISIBLE_FONT       1.991
+score HTML_TEXT_INVISIBLE_STYLE      2.717
+score IMG_ONLY_FM_DOM_INFO           1.778
+score JH_SPAMMY_HEADERS              3.197
+score KHOP_HELO_FCRDNS               0.399
 score LIST_PRTL_SAME_USER            2.999
-score LONG_HEX_URI                   0.950
-score LONG_IMG_URI                   0.588
-score LONG_INVISIBLE_TEXT            2.299
+score LONG_HEX_URI                   0.951
+score LONG_IMG_URI                   0.592
+score LONG_INVISIBLE_TEXT            2.297
 score LOTS_OF_MONEY                  0.010
-score LOTTO_AGENT                    0.753
+score LOTTO_AGENT                    1.019
 score LOTTO_DEPT                     1.999
-score MALFORMED_FREEMAIL             3.017
-score MALWARE_NORDNS                 2.196
+score MALFORMED_FREEMAIL             3.018
+score MALWARE_NORDNS                 2.240
 score MALW_ATTACH                    2.199
-score MANY_SPAN_IN_TEXT              1.747
+score MANY_SPAN_IN_TEXT              1.960
 score MANY_SUBDOM                    2.899
 score MILLION_HUNDRED                0.001
-score MILLION_USD                    1.888
-score MIMEOLE_DIRECT_TO_MX           0.001
-score MIME_NO_TEXT                   1.503
+score MILLION_USD                    1.200
+score MIMEOLE_DIRECT_TO_MX           0.001 # force non-zero
+score MIME_NO_TEXT                   1.646
 score MIXED_CENTER_CASE              2.499
 score MIXED_ES                       2.399
 score MIXED_HREF_CASE                1.999
 score MONEY_ATM_CARD                 0.001
 score MONEY_FORM                     0.001
-score MONEY_FORM_SHORT               0.106
+score MONEY_FORM_SHORT               0.001
 score MONEY_FRAUD_3                  0.001
 score MONEY_FRAUD_5                  0.001
 score MONEY_FRAUD_8                  0.001
 score MONEY_FREEMAIL_REPTO           0.001
 score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               0.001
-score MONEY_NOHTML                   2.066
-score MSM_PRIO_REPTO                 2.500
+score MONEY_NOHTML                   1.987
+score MSM_PRIO_REPTO                 2.499
 score NA_DOLLARS                     1.499
-score NICE_REPLY_A                   -1.084
-score NOT_SPAM                       1.045
+score NICE_REPLY_A                   -2.537
+score NOT_SPAM                       2.099
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
 score NSL_RCVD_HELO_USER             0.001
-score OBFU_BITCOIN                   3.000
-score ODD_FREEM_REPTO                1.395
+score OBFU_BITCOIN                   2.999
+score ODD_FREEM_REPTO                1.398
 score PDS_BAD_THREAD_QP_64           0.001
 score PDS_BTC_ID                     0.499
 score PDS_BTC_MSGID                  0.999
-score PDS_EMPTYSUBJ_URISHRT          0.001
+score PDS_EMPTYSUBJ_URISHRT          1.450
 score PDS_HELO_SPF_FAIL              1.999
-score PDS_NAKED_TO_NUMERO            2.000
+score PDS_NAKED_TO_NUMERO            1.999
 score PDS_OTHER_BAD_TLD              1.999
 score PDS_TINYSUBJ_URISHRT           1.499
 score PHP_SCRIPT                     2.499
-score PP_MIME_FAKE_ASCII_TEXT        0.001 # force non-zero
-score RATWARE_NO_RDNS                0.245
+score PP_MIME_FAKE_ASCII_TEXT        0.001
+score RATWARE_NO_RDNS                1.950
 score RCVD_IN_MSPIKE_H2              -0.001
-score REPTO_419_FRAUD                2.999
-score REPTO_419_FRAUD_GM             1.082
+score REPTO_419_FRAUD                3.000
+score REPTO_419_FRAUD_GM             1.086
 score REPTO_419_FRAUD_GM_LOOSE       0.999
 score SCC_BODY_SINGLE_WORD           0.001
-score SCC_BOGUS_CTE_1                0.271
+score SCC_BOGUS_CTE_1                0.236
 score SCC_CANSPAM_2                  4.199
 score SCC_ISEMM_LID_1B               1.499
-score SCC_SPAMMER_ADDR_2             0.761
+score SCC_SPAMMER_ADDR_2             1.140
 score SERGIO_SUBJECT_VIAGRA01        0.001
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
 score SHORTENED_URL_SRC              2.599
-score SHORTENER_SHORT_IMG            0.892
-score SHORTENER_SHORT_SUBJ           0.873
-score SHORT_IMG_SUSP_NTLD            1.022
+score SHORTENER_SHORT_IMG            0.897
+score SHORTENER_SHORT_SUBJ           0.850
+score SHORT_IMG_SUSP_NTLD            0.060
 score SHORT_SHORTNER                 1.999
 score SPOOFED_FREEMAIL               0.001
-score SPOOFED_FREEMAIL_NO_RDNS       0.001 # force non-zero
+score SPOOFED_FREEMAIL_NO_RDNS       0.001
 score SPOOFED_FREEM_REPTO            2.499
-score SPOOF_GMAIL_MID                0.535
-score STATIC_XPRIO_OLE               0.001
+score SPOOF_GMAIL_MID                0.499
+score STATIC_XPRIO_OLE               0.526
 score SUBJ_ATTENTION                 0.499
-score SUBJ_LACKS_WORDS               1.830
-score SUSP_UTF8_WORD_COMBO           0.482
+score SUBJ_LACKS_WORDS               1.867
+score SUSP_UTF8_WORD_COMBO           0.491
 score SUSP_UTF8_WORD_FROM            1.999
 score SUSP_UTF8_WORD_SUBJ            0.001
 score THIS_AD                        0.899
-score THIS_IS_ADV_SUSP_NTLD          1.072
+score THIS_IS_ADV_SUSP_NTLD          0.688
 score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
 score TO_EQ_FM_DIRECT_MX             0.001
-score TO_EQ_FM_DOM_SPF_FAIL          0.620
-score TO_EQ_FM_SPF_FAIL              0.540
-score TO_IN_SUBJ                     0.100
-score TO_NAME_SUBJ_NO_RDNS           1.859
-score TO_NO_BRKTS_FROM_MSSP          0.014
+score TO_EQ_FM_DOM_SPF_FAIL          0.626
+score TO_EQ_FM_SPF_FAIL              0.546
+score TO_IN_SUBJ                     0.099
+score TO_NAME_SUBJ_NO_RDNS           1.783
+score TO_NO_BRKTS_FROM_MSSP          0.204
 score TO_NO_BRKTS_HTML_IMG           1.999
 score TO_NO_BRKTS_HTML_ONLY          1.999
-score TO_NO_BRKTS_NORDNS_HTML        0.001
-score TO_NO_BRKTS_PCNT               2.400
+score TO_NO_BRKTS_NORDNS_HTML        0.001 # force non-zero
+score TO_NO_BRKTS_PCNT               2.499
 score TVD_RCVD_SPACE_BRACKET         2.899
 score TVD_SPACE_ENCODED              2.499
 score TVD_SPACE_RATIO_MINFP          0.001
-score UNDISC_FREEM                   1.976
-score UNDISC_MONEY                   1.033
+score UNDISC_FREEM                   1.791
+score UNDISC_MONEY                   1.112
 score UNICODE_OBFU_ASC               2.499
 score UNICODE_OBFU_ZW_MANY           0.001
-score URIBL_CT_SURBL                 1.800
+score URIBL_CT_SURBL                 1.799
 score URI_AZURE_CLOUDAPP             2.999
-score URI_BUFFLY                     1.839
+score URI_BUFFLY                     1.513
 score URI_CLOUDFLAREIPFS             0.001
 score URI_GOOGDRAWPREVIEW            0.001
 score URI_GOOGDRAWPREVIEW_MINFP      2.999
 score URI_GOOGLE_PROXY               2.099
 score URI_GOOG_STO_SPAMMY            2.999
-score URI_GOOG_STO_SUBD_SPAMMY       0.768
-score URI_IMG_CWINDOWSNET            0.183
-score URI_PHISH                      2.585
-score URI_PHP_REDIR                  2.267
+score URI_GOOG_STO_SUBD_SPAMMY       2.231
+score URI_IMG_CWINDOWSNET            0.200
+score URI_PHISH                      2.578
+score URI_PHP_REDIR                  2.265
 score URI_TRY_3LD                    1.999
 score URI_WPADMIN                    0.001
 score URI_WP_HACKED                  3.499
-score URI_WP_HACKED_2                2.499
+score URI_WP_HACKED_2                2.500
 score VFY_ACCT_NORDNS                2.999
 score VISTA_COST                     2.499
 score VISTA_TONOM_EQ_TOLOC           0.001
@@ -253,7 +253,7 @@ score XFER_LOTSA_MONEY               0.0
 score XM_RANDOM                      2.499
 score XPRIO                          0.001
 score XPRIO_VISTA                    0.001
-score YOU_INHERIT                    1.715
+score YOU_INHERIT                    0.281
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
 score AC_SPAMMY_URI_PATTERNS11       1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1920261&r1=1920260&r2=1920261&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Aug 29 02:43:53 2024
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 216665  33.624%  (98.717% of non-spam corpus)
-# Correctly spam:     300409  46.620%  (70.701% of spam corpus)
-# False positives:      2817  0.437%  (1.283% of nonspam, 181499 weighted)
-# False negatives:    124493  19.320%  (29.299% of spam, 318585 weighted)
-# Average score for spam:  8.4    nonspam: 0.8
-# Average for false-pos:   6.7  false-neg: 2.6
-# TOTAL:              644384  100.00%
+# Correctly non-spam: 216846  33.652%  (98.799% of non-spam corpus)
+# Correctly spam:     300680  46.662%  (70.766% of spam corpus)
+# False positives:      2636  0.409%  (1.201% of nonspam, 172648 weighted)
+# False negatives:    124212  19.276%  (29.234% of spam, 317293 weighted)
+# Average score for spam:  8.3    nonspam: 0.8
+# Average for false-pos:   6.8  false-neg: 2.6
+# TOTAL:              644374  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  27124  98.76%
-# Correctly spam:      37201  70.26%
-# False positives:       341  1.24%
-# False negatives:     15750  29.74%
-# TCR(l=50): 1.614360  SpamRecall: 70.256%  SpamPrec: 99.092%
+# Correctly non-spam:  27126  98.77%
+# Correctly spam:      37211  70.27%
+# False positives:       339  1.23%
+# False negatives:     15740  29.73%
+# TCR(l=50): 1.619792  SpamRecall: 70.274%  SpamPrec: 99.097%
 
 ##### 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: 211973  96.58%
-# Correctly spam:     166657  39.22%
+# Correctly spam:     166799  39.26%
 # False positives:      7509  3.42%
-# False negatives:    258245  60.78%
-# TCR(l=50): 0.670515  SpamRecall: 39.222%  SpamPrec: 95.689%
+# False negatives:    258093  60.74%
+# TCR(l=50): 0.670660  SpamRecall: 39.257%  SpamPrec: 95.692%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  26509  96.52%
-# Correctly spam:      20760  39.21%
+# Correctly spam:      20702  39.10%
 # False positives:       956  3.48%
-# False negatives:     32191  60.79%
-# TCR(l=50): 0.661962  SpamRecall: 39.206%  SpamPrec: 95.598%
+# False negatives:     32249  60.90%
+# TCR(l=50): 0.661482  SpamRecall: 39.097%  SpamPrec: 95.586%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1920261&r1=1920260&r2=1920261&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Aug 29 02:43:53 2024
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 183714  36.336%  (99.014% of non-spam corpus)
-# Correctly spam:     263267  52.070%  (82.257% of spam corpus)
-# False positives:      1829  0.362%  (0.986% of nonspam, 297946 weighted)
-# False negatives:     56788  11.232%  (17.743% of spam, 125750 weighted)
+# Correctly non-spam: 183710  36.336%  (99.012% of non-spam corpus)
+# Correctly spam:     263195  52.057%  (82.237% of spam corpus)
+# False positives:      1833  0.363%  (0.988% of nonspam, 298194 weighted)
+# False negatives:     56849  11.244%  (17.763% of spam, 125791 weighted)
 # Average score for spam:  12.2    nonspam: -0.2
 # Average for false-pos:   9.4  false-neg: 2.2
-# TOTAL:              505598  100.00%
+# TOTAL:              505587  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  23073  99.09%
-# Correctly spam:      32920  82.58%
-# False positives:       211  0.91%
-# False negatives:      6945  17.42%
-# TCR(l=50): 2.278651  SpamRecall: 82.579%  SpamPrec: 99.363%
+# Correctly non-spam:  23072  99.09%
+# Correctly spam:      32980  82.73%
+# False positives:       212  0.91%
+# False negatives:      6885  17.27%
+# TCR(l=50): 2.279954  SpamRecall: 82.729%  SpamPrec: 99.361%
 
 ##### 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: 184375  99.37%
-# Correctly spam:     169987  53.11%
+# Correctly spam:     169795  53.05%
 # False positives:      1168  0.63%
-# False negatives:    150068  46.89%
-# TCR(l=50): 1.535272  SpamRecall: 53.112%  SpamPrec: 99.318%
+# False negatives:    150249  46.95%
+# TCR(l=50): 1.533887  SpamRecall: 53.054%  SpamPrec: 99.317%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  23134  99.36%
-# Correctly spam:      21176  53.12%
+# Correctly spam:      21381  53.63%
 # False positives:       150  0.64%
-# False negatives:     18689  46.88%
-# TCR(l=50): 1.522204  SpamRecall: 53.119%  SpamPrec: 99.297%
+# False negatives:     18484  46.37%
+# TCR(l=50): 1.534213  SpamRecall: 53.634%  SpamPrec: 99.303%