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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/05/13 02:44:27 UTC

svn commit: r1900845 [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=1900845&r1=1900844&r2=1900845&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri May 13 02:44:26 2022
@@ -9,247 +9,246 @@ score ADMITS_SPAM                    3.5
 score ADVANCE_FEE_2_NEW_FRM_MNY      0.001
 score ADVANCE_FEE_2_NEW_MONEY        1.997
 score ADVANCE_FEE_3_NEW              3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY      2.122
+score ADVANCE_FEE_3_NEW_FRM_MNY      1.592
 score ADVANCE_FEE_3_NEW_MONEY        2.796
 score ADVANCE_FEE_4_NEW              2.297
 score ADVANCE_FEE_4_NEW_FRM_MNY      0.001
 score ADVANCE_FEE_4_NEW_MONEY        0.001
-score ADVANCE_FEE_5_NEW              1.991
+score ADVANCE_FEE_5_NEW              1.806
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        1.552
-score AD_PREFS                       0.342
-score AMAZON_IMG_NOT_RCVD_AMZN       1.492
-score APP_DEVELOPMENT_NORDNS         0.001
+score ADVANCE_FEE_5_NEW_MONEY        1.533
+score AD_PREFS                       0.247
+score AMAZON_IMG_NOT_RCVD_AMZN       0.771
+score APP_DEVELOPMENT_NORDNS         0.748
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5   1.100
-score BIGNUM_EMAILS_FREEM            0.177
+score AXB_XMAILER_MIMEOLE_OL_1ECD5   0.687
+score BIGNUM_EMAILS_FREEM            0.139
 score BIGNUM_EMAILS_MANY             2.996
-score BITCOIN_DEADLINE               2.999
+score BITCOIN_DEADLINE               2.891
 score BITCOIN_EXTORT_01              4.994
-score BITCOIN_IMGUR                  2.003
+score BITCOIN_IMGUR                  1.614
 score BITCOIN_MALWARE                0.001
-score BITCOIN_SPAM_02                0.163
-score BITCOIN_SPAM_03                2.498
+score BITCOIN_SPAM_02                0.170
+score BITCOIN_SPAM_03                2.497
 score BITCOIN_SPAM_05                0.001
 score BITCOIN_SPAM_09                1.498
 score BITCOIN_XPRIO                  0.001
-score BITCOIN_YOUR_INFO              2.802
+score BITCOIN_YOUR_INFO              2.821
 score BODY_URI_ONLY                  0.001
-score BOGUS_MIME_VERSION             3.174
-score BOGUS_MSM_HDRS                 1.063
+score BOGUS_MIME_VERSION             3.165
+score BOGUS_MSM_HDRS                 1.043
 score CONTENT_AFTER_HTML             2.497
 score CONTENT_AFTER_HTML_WEAK        1.498
 score CTE_8BIT_MISMATCH              0.001
 score DEAR_BENEFICIARY               0.001
 score DKIMWL_BL                      2.996
-score DKIMWL_WL_HIGH                 -0.590
+score DKIMWL_WL_HIGH                 -0.592
 score DKIMWL_WL_MED                  -0.001
 score DKIMWL_WL_MEDHI                -0.001
-score DMARC_MISSING                  0.598
+score DMARC_MISSING                  0.698
 score DMARC_NONE                     0.898
 score DMARC_PASS                     -0.001
 score DMARC_QUAR                     1.198
 score DMARC_REJECT                   1.797
 score END_FUTURE_EMAILS              2.497
 score FACEBOOK_IMG_NOT_RCVD_FB       1.997
-score FILL_THIS_FORM                 0.161
+score FILL_THIS_FORM                 0.168
 score FONT_INVIS_DIRECT              0.001
 score FONT_INVIS_HTML_NOHTML         2.996
-score FONT_INVIS_LONG_LINE           2.138
+score FONT_INVIS_LONG_LINE           2.231
 score FONT_INVIS_MSGID               0.001
-score FONT_INVIS_NORDNS              1.880
-score FONT_INVIS_POSTEXTRAS          2.140
-score FORGED_SPF_HELO                0.409
+score FONT_INVIS_NORDNS              1.833
+score FONT_INVIS_POSTEXTRAS          2.171
+score FORGED_SPF_HELO                0.344
 score FORM_FRAUD                     0.998
-score FORM_FRAUD_3                   1.083
+score FORM_FRAUD_3                   2.299
 score FORM_FRAUD_5                   0.001
 score FOUND_YOU                      3.246
 score FREEMAIL_FORGED_FROMDOMAIN     0.248
 score FROMSPACE                      3.296
-score FROM_2_EMAILS_SHORT            2.803
-score FROM_ADDR_WS                   0.950
+score FROM_2_EMAILS_SHORT            0.397
+score FROM_ADDR_WS                   0.947
 score FROM_FMBLA_NEWDOM              1.498
 score FROM_FMBLA_NEWDOM14            0.998
-score FROM_FMBLA_NEWDOM28            0.798
-score FROM_GOV_DKIM_AU               -0.452
+score FROM_FMBLA_NEWDOM28            0.799
+score FROM_GOV_DKIM_AU               -0.530
 score FROM_GOV_SPOOF                 0.998
 score FROM_MISSPACED                 0.001
-score FROM_MISSP_DYNIP               2.041
+score FROM_MISSP_DYNIP               2.297
 score FROM_MISSP_EH_MATCH            0.001
 score FROM_MISSP_FREEMAIL            3.096
 score FROM_MISSP_MSFT                0.001
 score FROM_MISSP_PHISH               3.499
-score FROM_MISSP_REPLYTO             0.001
 score FROM_MISSP_SPF_FAIL            0.001
-score FROM_MISSP_TO_UNDISC           1.280
+score FROM_MISSP_TO_UNDISC           0.404
 score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              1.015
+score FROM_MULTI_NORDNS              1.001
 score FROM_PAYPAL_SPOOF              1.597
 score FROM_SUSPICIOUS_NTLD           0.498
-score FROM_SUSPICIOUS_NTLD_FP        1.959
+score FROM_SUSPICIOUS_NTLD_FP        1.831
 score FROM_WSP_TRAIL                 2.197
-score FSL_BULK_SIG                   1.439
+score FSL_BULK_SIG                   1.427
 score FSL_CTYPE_WIN1251              0.001
 score FSL_NEW_HELO_USER              0.001
-score FUZZY_AMAZON                   0.001
-score FUZZY_BITCOIN                  0.815
-score FUZZY_CLICK_HERE               2.079
-score FUZZY_WALLET                   2.405
+score FUZZY_AMAZON                   0.146
+score FUZZY_BITCOIN                  0.885
+score FUZZY_CLICK_HERE               2.093
+score FUZZY_WALLET                   2.400
 score GB_FAKE_RF_SHORT               0.001
 score GB_FREEMAIL_DISPTO             0.498
 score GB_FREEMAIL_DISPTO_NOTFREEM    0.498
+score GB_PAYPAL_IMG_NOT_RCVD_PAYP    2.497
 score GB_URI_FLEEK_STO_HTM           0.998
-score GOOG_MALWARE_DNLD              2.247
+score GOOG_MALWARE_DNLD              1.161
 score GOOG_REDIR_HTML_ONLY           1.997
-score GOOG_REDIR_NORDNS              3.126
-score GOOG_STO_EMAIL_PHISH           2.265
-score GOOG_STO_HTML_PHISH            2.655
+score GOOG_REDIR_NORDNS              3.118
+score GOOG_STO_EMAIL_PHISH           1.533
+score GOOG_STO_HTML_PHISH            1.176
 score GOOG_STO_NOIMG_HTML            2.996
-score HAS_X_OUTGOING_SPAM_STAT       0.777
-score HDRS_LCASE_IMGONLY             0.099
-score HDRS_MISSP                     2.037
+score HAS_X_OUTGOING_SPAM_STAT       0.776
+score HDRS_LCASE_IMGONLY             0.098
+score HDRS_MISSP                     1.909
 score HDR_ORDER_FTSDMCXX_DIRECT      0.001
 score HDR_ORDER_FTSDMCXX_NORDNS      0.001
 score HEADER_FROM_DIFFERENT_DOMAINS  0.248
-score HELO_NO_DOMAIN                 0.045
-score HK_LOTTO                       0.015
+score HELO_NO_DOMAIN                 0.242
+score HK_LOTTO                       0.978
 score HK_NAME_FM_MR_MRS              1.498
 score HK_NAME_MR_MRS                 0.998
 score HK_RANDOM_ENVFROM              0.998
 score HK_RANDOM_FROM                 0.998
-score HK_RANDOM_REPLYTO              0.998
-score HK_SCAM                        1.837
-score HK_WIN                         0.767
-score HOSTED_IMG_DIRECT_MX           0.706
+score HK_RANDOM_REPLYTO              0.999
+score HK_SCAM                        1.501
+score HK_WIN                         0.825
+score HOSTED_IMG_DIRECT_MX           1.499
 score HOSTED_IMG_FREEM               3.496
 score HOSTED_IMG_MULTI_PUB_01        2.996
-score HTML_FONT_TINY_NORDNS          1.839
-score HTML_OFF_PAGE                  2.320
-score HTML_SINGLET_MANY              1.433
+score HTML_ENTITY_ASCII              2.994
+score HTML_FONT_TINY_NORDNS          1.680
+score HTML_OFF_PAGE                  2.281
+score HTML_SINGLET_MANY              1.396
 score HTML_TAG_BALANCE_CENTER        3.296
-score HTML_TEXT_INVISIBLE_FONT       1.145
-score HTML_TEXT_INVISIBLE_STYLE      2.082
+score HTML_TEXT_INVISIBLE_FONT       0.375
+score HTML_TEXT_INVISIBLE_STYLE      2.241
 score JH_SPAMMY_HEADERS              3.496
-score KHOP_FAKE_EBAY                 0.803
+score KHOP_FAKE_EBAY                 1.012
 score KHOP_HELO_FCRDNS               0.001
 score LONGLN_LOW_CONTRAST            2.497
-score LONG_HEX_URI                   1.513
-score LONG_IMG_URI                   0.637
-score LONG_INVISIBLE_TEXT            0.865
+score LONG_HEX_URI                   0.904
+score LONG_IMG_URI                   0.632
+score LONG_INVISIBLE_TEXT            0.876
 score LOTS_OF_MONEY                  0.010
-score LOTTO_AGENT                    1.238
-score LOTTO_DEPT                     1.999
+score LOTTO_AGENT                    1.334
+score LOTTO_DEPT                     1.050
 score MALWARE_NORDNS                 0.001
-score MALWARE_PASSWORD               2.505
-score MALW_ATTACH                    2.297
-score MANY_SPAN_IN_TEXT              1.115
-score MAY_BE_FORGED                  2.097
-score MILLION_HUNDRED                1.706
+score MALWARE_PASSWORD               1.943
+score MALW_ATTACH                    2.397
+score MANY_SPAN_IN_TEXT              1.216
+score MILLION_HUNDRED                1.691
 score MILLION_USD                    0.001
-score MIMEOLE_DIRECT_TO_MX           0.886
-score MIME_NO_TEXT                   1.803
-score MIXED_AREA_CASE                2.422
+score MIMEOLE_DIRECT_TO_MX           0.173
+score MIME_NO_TEXT                   1.999
+score MIXED_AREA_CASE                0.625
 score MIXED_CENTER_CASE              2.497
-score MIXED_ES                       1.560
-score MIXED_FONT_CASE                1.788
-score MIXED_HREF_CASE                1.012
-score MIXED_IMG_CASE                 0.858
+score MIXED_ES                       1.180
+score MIXED_FONT_CASE                1.566
+score MIXED_HREF_CASE                1.482
+score MIXED_IMG_CASE                 0.491
 score MONEY_ATM_CARD                 0.001
-score MONEY_FORM                     0.001 # force non-zero
+score MONEY_FORM                     0.001
 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           0.134
-score MONEY_FROM_41                  1.769
+score MONEY_FREEMAIL_REPTO           0.131
+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 NA_DOLLARS                     1.498
-score NICE_REPLY_A                   -2.888
+score NICE_REPLY_A                   -2.354
 score NICE_REPLY_B                   -0.001
-score NORDNS_LOW_CONTRAST            0.584
+score NORDNS_LOW_CONTRAST            0.581
 score NOT_SPAM                       2.297
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             1.257
-score NUMBEREND_LINKBAIT             0.591
-score OBFU_TEXT_ATTACH               0.828
-score ODD_FREEM_REPTO                2.996
+score NSL_RCVD_HELO_USER             1.344
+score NUMBEREND_LINKBAIT             0.494
+score OBFU_TEXT_ATTACH               0.887
+score ODD_FREEM_REPTO                2.946
 score PDS_BTC_ID                     0.001
 score PDS_BTC_MSGID                  0.001
-score PDS_DBL_URL_HELO_NODOM         0.999
+score PDS_DBL_URL_HELO_NODOM         0.716
 score PDS_DBL_URL_TNB_RUNON          0.001
 score PDS_HP_HELO_NORDNS             0.001
-score PDS_OTHER_BAD_TLD              1.998
+score PDS_OTHER_BAD_TLD              1.997
 score PDS_PHPEXP_BOT                 1.498
-score PDS_PHP_EVAL                   0.927
+score PDS_PHP_EVAL                   1.000
 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
 score PHISH_ATTACH                   2.197
 score PHP_ORIG_SCRIPT                2.497
-score PHP_ORIG_SCRIPT_EVAL           2.616
+score PHP_ORIG_SCRIPT_EVAL           2.120
 score PHP_SCRIPT                     2.497
 score PP_MIME_FAKE_ASCII_TEXT        0.001
-score RAND_HEADER_LIST_SPOOF         2.375
+score RAND_HEADER_LIST_SPOOF         2.433
 score RAND_MKTG_HEADER               1.997
-score RATWARE_NO_RDNS                2.041
+score RATWARE_NO_RDNS                0.842
 score RCVD_IN_MSPIKE_H2              -0.001
-score RDNS_NUM_TLD_XM                2.865
+score RDNS_NUM_TLD_XM                2.523
 score REPLYTO_EMPTY                  2.696
 score REPTO_419_FRAUD_GM             2.996
-score SCC_BODY_URI_ONLY              2.064
+score SCC_BODY_URI_ONLY              2.014
 score SCC_CANSPAM_2                  2.896
-score SCC_ISEMM_LID_1                2.120
-score SCC_SPAMMER_ADDR_2             1.747
+score SCC_ISEMM_LID_1                2.390
+score SCC_SPAMMER_ADDR_2             1.271
 score SCRIPT_GIBBERISH               3.096
 score SENDGRID_REDIR                 0.001
-score SERGIO_SUBJECT_VIAGRA01        3.478
-score SHOPIFY_IMG_NOT_RCVD_SFY       0.164
-score SPOOFED_FREEMAIL               1.032
+score SERGIO_SUBJECT_VIAGRA01        3.759
+score SHOPIFY_IMG_NOT_RCVD_SFY       0.001
+score SPOOFED_FREEMAIL               1.570
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
-score SPOOFED_FREEM_REPTO            0.984
-score SPOOF_GMAIL_MID                1.290
+score SPOOFED_FREEM_REPTO            0.225
+score SPOOF_GMAIL_MID                0.749
 score STATIC_XPRIO_OLE               0.001
 score SUBJ_ATTENTION                 0.498
 score SUSP_UTF8_WORD_MANY            0.001
-score THIS_AD                        0.156
+score THIS_AD                        0.154
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
 score TO_EQ_FM_SPF_FAIL              0.001
-score TO_NAME_SUBJ_NO_RDNS           1.204
+score TO_NAME_SUBJ_NO_RDNS           1.336
 score TO_NO_BRKTS_FROM_MSSP          2.497
 score TO_NO_BRKTS_HTML_IMG           1.997
 score TO_NO_BRKTS_HTML_ONLY          1.997
-score TO_NO_BRKTS_NORDNS_HTML        1.192
-score TO_NO_BRKTS_PCNT               0.328
-score TVD_RCVD_SPACE_BRACKET         0.369
-score TVD_SPACE_ENCODED              0.001
-score TVD_SPACE_RATIO_MINFP          0.001
+score TO_NO_BRKTS_MSFT               2.497
+score TO_NO_BRKTS_NORDNS_HTML        1.200
+score TO_NO_BRKTS_PCNT               1.270
+score TVD_RCVD_SPACE_BRACKET         1.946
 score UNDISC_FREEM                   3.496
-score UNDISC_MONEY                   2.640
+score UNDISC_MONEY                   2.704
 score UNICODE_OBFU_ASC               2.497
 score UNSUB_GOOG_FORM                2.497
-score UPPERCASE_URI                  2.427
-score URI_DOTEDU                     1.143
+score UPPERCASE_URI                  2.426
+score URI_DOTEDU                     1.136
 score URI_FIREBASEAPP                2.996
 score URI_GOOGLE_PROXY               2.596
-score URI_GOOG_STO_SPAMMY            2.389
-score URI_IN_URI_10                  3.281
-score URI_OBFU_DOM                   2.397
-score URI_ONLY_MSGID_MALF            1.911
-score URI_PHISH                      1.537
-score URI_PHP_REDIR                  3.166
+score URI_GOOG_STO_SPAMMY            2.999
+score URI_IN_URI_10                  3.161
+score URI_OBFU_DOM                   2.497
+score URI_ONLY_MSGID_MALF            1.999
+score URI_PHISH                      2.317
+score URI_PHP_REDIR                  3.173
 score URI_TRY_3LD                    1.997
-score URI_WPADMIN                    2.497
+score URI_WPADMIN                    2.596
 score URI_WP_HACKED                  3.496
-score URI_WP_HACKED_2                1.990
-score VFY_ACCT_NORDNS                2.764
-score WORD_INVIS                     0.102
+score URI_WP_HACKED_2                1.996
+score VFY_ACCT_NORDNS                2.885
+score WORD_INVIS                     0.166
 score WORD_INVIS_MANY                2.996
-score XFER_LOTSA_MONEY               0.001
+score XFER_LOTSA_MONEY               0.001 # force non-zero
 score XM_RANDOM                      0.001
 score XM_RECPTID                     2.996
 score XPRIO                          2.247
-score YOU_INHERIT                    2.397
+score YOU_INHERIT                    2.497
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -322,7 +321,6 @@ score HK_CTE_RAW                     1.0
 score HK_RCVD_IP_MULTICAST           1.000
 score HOSTED_IMG_DQ_UNSUB            1.000
 score HOSTED_IMG_MULTI               1.000
-score HTML_ENTITY_ASCII              1.000
 score HTML_ENTITY_ASCII_TINY         1.000
 score HTML_SHRT_CMNT_OBFU_MANY       1.000
 score IMG_ONLY_FM_DOM_INFO           1.000
@@ -333,6 +331,7 @@ score LIST_PRTL_PUMPDUMP             1.0
 score LIST_PRTL_SAME_USER            1.000
 score LUCRATIVE                      1.000
 score MALF_HTML_B64                  1.000
+score MANY_HDRS_LCASE                0.100
 score MONERO_DEADLINE                1.000
 score MONERO_EXTORT_01               1.000
 score MONERO_MALWARE                 1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1900845&r1=1900844&r2=1900845&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri May 13 02:44:26 2022
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 273986  41.939%  (99.570% of non-spam corpus)
-# Correctly spam:     238963  36.578%  (63.197% of spam corpus)
-# False positives:      1183  0.181%  (0.430% of nonspam,  49558 weighted)
-# False negatives:    139158  21.301%  (36.803% of spam, 276379 weighted)
-# Average score for spam:  10.3    nonspam: 0.5
+# Correctly non-spam: 273985  41.939%  (99.570% of non-spam corpus)
+# Correctly spam:     238970  36.580%  (63.200% of spam corpus)
+# False positives:      1184  0.181%  (0.430% of nonspam,  49666 weighted)
+# False negatives:    139150  21.300%  (36.800% of spam, 277091 weighted)
+# Average score for spam:  10.4    nonspam: 0.5
 # Average for false-pos:   6.1  false-neg: 2.0
-# TOTAL:              653290  100.00%
+# TOTAL:              653289  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  34283  99.63%
-# Correctly spam:      29853  63.34%
+# Correctly spam:      29822  63.28%
 # False positives:       129  0.37%
-# False negatives:     17277  36.66%
-# TCR(l=50): 1.986345  SpamRecall: 63.342%  SpamPrec: 99.570%
+# False negatives:     17308  36.72%
+# TCR(l=50): 1.983753  SpamRecall: 63.276%  SpamPrec: 99.569%
 
 ##### 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: 266130  96.72%
-# Correctly spam:     203865  53.92%
+# Correctly spam:     203928  53.93%
 # False positives:      9039  3.28%
-# False negatives:    174256  46.08%
-# TCR(l=50): 0.603828  SpamRecall: 53.915%  SpamPrec: 95.754%
+# False negatives:    174192  46.07%
+# TCR(l=50): 0.603889  SpamRecall: 53.932%  SpamPrec: 95.756%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  33307  96.79%
-# Correctly spam:      25600  54.32%
+# Correctly spam:      25545  54.20%
 # False positives:      1105  3.21%
-# False negatives:     21530  45.68%
-# TCR(l=50): 0.613832  SpamRecall: 54.318%  SpamPrec: 95.862%
+# False negatives:     21585  45.80%
+# TCR(l=50): 0.613392  SpamRecall: 54.201%  SpamPrec: 95.854%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1900845&r1=1900844&r2=1900845&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri May 13 02:44:26 2022
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 231404  50.840%  (99.448% of non-spam corpus)
-# Correctly spam:     188307  41.371%  (84.641% of spam corpus)
-# False positives:      1285  0.282%  (0.552% of nonspam,  77341 weighted)
-# False negatives:     34169  7.507%  (15.359% of spam,  68389 weighted)
-# Average score for spam:  16.6    nonspam: -0.7
+# Correctly non-spam: 231415  50.842%  (99.452% of non-spam corpus)
+# Correctly spam:     188369  41.385%  (84.670% of spam corpus)
+# False positives:      1274  0.280%  (0.548% of nonspam,  76634 weighted)
+# False negatives:     34106  7.493%  (15.330% of spam,  68072 weighted)
+# Average score for spam:  16.3    nonspam: -0.7
 # Average for false-pos:   6.3  false-neg: 2.0
-# TOTAL:              455165  100.00%
+# TOTAL:              455164  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  28992  99.46%
-# Correctly spam:      23589  84.77%
-# False positives:       158  0.54%
-# False negatives:      4239  15.23%
-# TCR(l=50): 2.292446  SpamRecall: 84.767%  SpamPrec: 99.335%
+# Correctly non-spam:  28994  99.46%
+# Correctly spam:      23584  84.75%
+# False positives:       156  0.54%
+# False negatives:      4244  15.25%
+# TCR(l=50): 2.310528  SpamRecall: 84.749%  SpamPrec: 99.343%
 
 ##### 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: 231543  99.51%
-# Correctly spam:     155778  70.02%
+# Correctly spam:     155854  70.05%
 # False positives:      1146  0.49%
-# False negatives:     66698  29.98%
-# TCR(l=50): 1.794190  SpamRecall: 70.020%  SpamPrec: 99.270%
+# False negatives:     66621  29.95%
+# TCR(l=50): 1.795297  SpamRecall: 70.055%  SpamPrec: 99.270%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  28992  99.46%
-# Correctly spam:      19617  70.49%
+# Correctly spam:      19557  70.28%
 # False positives:       158  0.54%
-# False negatives:      8211  29.51%
-# TCR(l=50): 1.727267  SpamRecall: 70.494%  SpamPrec: 99.201%
+# False negatives:      8271  29.72%
+# TCR(l=50): 1.720858  SpamRecall: 70.278%  SpamPrec: 99.199%