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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2019/12/12 05:25:07 UTC

svn commit: r1871244 [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=1871244&r1=1871243&r2=1871244&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Dec 12 05:25:07 2019
@@ -1,204 +1,203 @@
 # Using score set 1 logs for revision 1870964 from:
 # ham-net-axb-coi-bulk.r1870964.log ham-net-axb-generic.r1870964.log ham-net-axb-ham-misc.r1870964.log ham-net-darxus.r1870964.log ham-net-ena-week1.r1870964.log ham-net-ena-week2.r1870964.log ham-net-ena-week3.r1870964.log ham-net-ena-week4.r1870964.log ham-net-grenier.r1870964.log ham-net-hege.r1870964.log ham-net-jarif.r1870964.log ham-net-jbrooks.r1870964.log ham-net-llanga.r1870964.log ham-net-mmiroslaw-mails-ham.r1870964.log ham-net-mmiroslaw-mails-spam.r1870964.log ham-net-npiazzi.r1870964.log ham-net-pds.r1870964.log ham-net-sihde.r1870964.log ham-net-spamsponge.r1870964.log ham-net-thendrikx.r1870964.log spam-net-axb-coi-bulk.r1870964.log spam-net-axb-generic.r1870964.log spam-net-axb-ham-misc.r1870964.log spam-net-darxus.r1870964.log spam-net-ena-week1.r1870964.log spam-net-ena-week2.r1870964.log spam-net-ena-week3.r1870964.log spam-net-ena-week4.r1870964.log spam-net-grenier.r1870964.log spam-net-hege.r1870964.log spam-net-jarif.r1870964.log spam-net-jbrooks.r1870964.log 
 spam-net-llanga.r1870964.log spam-net-mmiroslaw-mails-ham.r1870964.log spam-net-mmiroslaw-mails-spam.r1870964.log spam-net-npiazzi.r1870964.log spam-net-pds.r1870964.log spam-net-sihde.r1870964.log spam-net-spamsponge.r1870964.log spam-net-thendrikx.r1870964.log
 
-score AC_DIV_BONANZA                 0.001 # force non-zero
-score AC_FROM_MANY_DOTS              2.710
-score ADVANCE_FEE_2_NEW_FRM_MNY      2.138
+score AC_BR_BONANZA                  0.001
+score AC_DIV_BONANZA                 0.001
+score AC_FROM_MANY_DOTS              2.705
+score ADVANCE_FEE_2_NEW_FRM_MNY      0.480
 score ADVANCE_FEE_2_NEW_MONEY        1.999
-score ADVANCE_FEE_3_NEW              3.466
-score ADVANCE_FEE_3_NEW_MONEY        2.476
-score ADVANCE_FEE_4_NEW              2.153
+score ADVANCE_FEE_3_NEW              3.469
+score ADVANCE_FEE_3_NEW_MONEY        2.541
+score ADVANCE_FEE_4_NEW              2.145
 score ADVANCE_FEE_4_NEW_MONEY        2.799
-score ADVANCE_FEE_5_NEW_FRM_MNY      0.307
+score ADVANCE_FEE_5_NEW_FRM_MNY      0.275
 score AD_PREFS                       0.499
 score ALIBABA_IMG_NOT_RCVD_ALI       2.499
-score AMAZON_IMG_NOT_RCVD_AMZN       2.499
-score AXB_XMAILER_MIMEOLE_OL_024C2   2.024
-score BITCOIN_DEADLINE               1.270
-score BITCOIN_EXTORT_01              1.767
-score BITCOIN_MALWARE                3.431
+score AMAZON_IMG_NOT_RCVD_AMZN       2.246
+score AXB_XMAILER_MIMEOLE_OL_024C2   0.150
+score BITCOIN_DEADLINE               1.268
+score BITCOIN_EXTORT_01              1.972
+score BITCOIN_MALWARE                0.967
 score BITCOIN_SPAM_02                2.499
-score BITCOIN_SPAM_05                1.952
-score BITCOIN_SPAM_07                2.752
-score BITCOIN_SPAM_08                1.084
-score BITCOIN_SPAM_09                1.499
+score BITCOIN_SPAM_05                2.157
+score BITCOIN_SPAM_07                2.647
+score BITCOIN_SPAM_08                0.431
+score BITCOIN_SPAM_09                1.500
 score BODY_EMPTY                     0.001
-score BODY_SINGLE_URI                1.736
-score BODY_SINGLE_WORD               1.380
-score BODY_URI_ONLY                  1.000
+score BODY_SINGLE_URI                1.727
+score BODY_SINGLE_WORD               1.388
+score BODY_URI_ONLY                  0.999
 score BOGUS_MSM_HDRS                 2.999
-score CK_HELO_DYNAMIC_SPLIT_IP       0.575
-score CK_HELO_GENERIC                0.250
+score CK_HELO_DYNAMIC_SPLIT_IP       0.574
+score CK_HELO_GENERIC                0.249
 score DEAR_BENEFICIARY               2.799
 score DKIMWL_BL                      2.999
 score DKIMWL_WL_HIGH                 -0.001
-score DKIMWL_WL_MED                  -0.001
-score DRUGS_ERECTILE_SHORT_SHORTNER  0.960
+score DKIMWL_WL_MED                  -0.001 # force non-zero
+score DRUGS_ERECTILE_SHORT_SHORTNER  0.237
 score DX_TEXT_03                     2.399
-score EBAY_IMG_NOT_RCVD_EBAY         1.369
-score END_FUTURE_EMAILS              0.639
-score FAKE_REPLY_A1                  3.099
-score FAKE_REPLY_B                   0.728
-score FILL_THIS_FORM                 0.337
-score FORGED_RELAY_MUA_TO_MX         3.390
+score EBAY_IMG_NOT_RCVD_EBAY         1.321
+score END_FUTURE_EMAILS              1.045
+score FILL_THIS_FORM                 0.305
+score FORGED_RELAY_MUA_TO_MX         3.315
 score FORGED_SPF_HELO                1.999
 score FORM_FRAUD                     0.999
-score FORM_FRAUD_5                   2.408
+score FORM_FRAUD_5                   2.520
 score FREEMAIL_FORGED_FROMDOMAIN     0.250
 score FROMSPACE                      0.178
-score FROM_2_EMAILS_SHORT            0.607
-score FROM_ADDR_WS                   0.226
+score FROM_2_EMAILS_SHORT            0.605
+score FROM_ADDR_WS                   0.361
 score FROM_FMBLA_NEWDOM              1.499
-score FROM_FMBLA_NEWDOM14            0.999
+score FROM_FMBLA_NEWDOM14            1.000
 score FROM_FMBLA_NEWDOM28            0.799
 score FROM_GOV_DKIM_AU               -0.001
 score FROM_GOV_SPOOF                 0.001 # force non-zero
 score FROM_MISSPACED                 1.999
-score FROM_MISSP_DYNIP               3.688
-score FROM_MISSP_EH_MATCH            1.229
-score FROM_MISSP_FREEMAIL            2.440
-score FROM_MISSP_MSFT                1.410
-score FROM_MISSP_REPLYTO             1.463
-score FROM_MISSP_SPF_FAIL            1.489
-score FROM_MISSP_TO_UNDISC           2.050
-score FROM_MISSP_USER                0.171
-score FROM_MISSP_XPRIO               2.499
-score FROM_NTLD_LINKBAIT             1.999
-score FROM_NTLD_REPLY_FREEMAIL       0.469
+score FROM_MISSP_DYNIP               3.748
+score FROM_MISSP_EH_MATCH            1.999
+score FROM_MISSP_FREEMAIL            1.407
+score FROM_MISSP_MSFT                1.020
+score FROM_MISSP_REPLYTO             2.499
+score FROM_MISSP_SPF_FAIL            1.999
+score FROM_MISSP_TO_UNDISC           0.431
+score FROM_MISSP_USER                0.586
+score FROM_MISSP_XPRIO               2.242
+score FROM_NTLD_LINKBAIT             1.065
+score FROM_NTLD_REPLY_FREEMAIL       1.999
 score FROM_PAYPAL_SPOOF              1.599
 score FROM_SUSPICIOUS_NTLD           0.500
-score FROM_SUSPICIOUS_NTLD_FP        2.000
-score FROM_UNBAL1                    0.754
-score FROM_WORDY                     1.783
-score FSL_BULK_SIG                   0.131
-score FSL_CTYPE_WIN1251              1.563
-score FSL_NEW_HELO_USER              1.999
-score FSL_THIS_IS_ADV                2.900
-score FUZZY_CLICK_HERE               1.648
+score FROM_SUSPICIOUS_NTLD_FP        1.999
+score FROM_UNBAL1                    0.751
+score FROM_WORDY                     1.791
+score FSL_BULK_SIG                   0.124
+score FSL_CTYPE_WIN1251              2.393
+score FSL_NEW_HELO_USER              1.681
+score FSL_THIS_IS_ADV                2.741
+score FUZZY_CLICK_HERE               1.312
 score GB_BITCOIN_CP                  3.000
-score GB_BITCOIN_NH                  2.969
+score GB_BITCOIN_NH                  2.892
 score GB_FREEMAIL_DISPTO             0.001
 score HDRS_LCASE                     0.099
-score HDRS_LCASE_IMGONLY             0.099
+score HDRS_LCASE_IMGONLY             0.100
 score HDR_ORDER_FTSDMCXX_DIRECT      1.999
 score HDR_ORDER_FTSDMCXX_NORDNS      3.499
 score HEADER_FROM_DIFFERENT_DOMAINS  0.250
-score HELO_MISC_IP                   0.250
-score HELO_NO_DOMAIN                 1.009
-score HK_NAME_MR_MRS                 1.000
+score HELO_MISC_IP                   0.249
+score HELO_NO_DOMAIN                 0.905
+score HK_NAME_MR_MRS                 0.999
 score HK_RANDOM_FROM                 0.999
 score HK_RANDOM_REPLYTO              0.999
-score HK_RCVD_IP_MULTICAST           0.488
+score HK_RCVD_IP_MULTICAST           0.483
 score HK_SCAM                        1.999
-score HOSTED_IMG_DIRECT_MX           0.391
-score HOSTED_IMG_FREEM               0.001
-score HOSTED_IMG_MULTI               0.159
+score HOSTED_IMG_DIRECT_MX           0.912
+score HOSTED_IMG_FREEM               0.254
+score HOSTED_IMG_MULTI               0.702
 score HTML_OFF_PAGE                  2.999
-score HTML_SINGLET_MANY              2.471
-score HTML_TEXT_INVISIBLE_STYLE      1.826
+score HTML_SINGLET_MANY              2.395
+score HTML_TEXT_INVISIBLE_STYLE      2.005
 score IMG_ONLY_FM_DOM_INFO           2.499
-score KB_FORGED_MOZ4                 0.001 # force non-zero
-score KHOP_FAKE_EBAY                 0.043
-score KHOP_HELO_FCRDNS               0.399
+score KB_FORGED_MOZ4                 0.001
+score KHOP_FAKE_EBAY                 0.001
+score KHOP_HELO_FCRDNS               0.400
 score LIST_PARTIAL_SHORT_MSG         2.499
-score LIST_PRTL_SAME_USER            0.717
-score LITECOIN_EXTORT_01             1.336
-score LONG_HEX_URI                   2.295
-score LONG_IMG_URI                   1.039
+score LIST_PRTL_SAME_USER            0.068
+score LITECOIN_EXTORT_01             1.896
+score LONG_HEX_URI                   2.298
+score LONG_IMG_URI                   1.041
 score LOTS_OF_MONEY                  0.010
-score MALF_HTML_B64                  1.653
-score MALWARE_NORDNS                 0.957
-score MALWARE_PASSWORD               2.799
+score MALF_HTML_B64                  0.387
+score MALWARE_NORDNS                 2.223
+score MALWARE_PASSWORD               3.241
 score MAY_BE_FORGED                  0.001
 score MILLION_HUNDRED                2.699
 score MIMEOLE_DIRECT_TO_MX           1.999
-score MIXED_ES                       2.499
+score MIXED_ES                       2.500
 score MONEY_ATM_CARD                 2.699
-score MONEY_FORM                     0.001
-score MONEY_FORM_SHORT               2.241
-score MONEY_FRAUD_3                  1.031
+score MONEY_FORM                     0.032
+score MONEY_FORM_SHORT               2.422
+score MONEY_FRAUD_3                  1.035
 score MONEY_FRAUD_5                  2.899
 score MONEY_FRAUD_8                  3.099
 score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               1.999
 score MSM_PRIO_REPTO                 2.499
-score NORDNS_LOW_CONTRAST            1.885
-score NO_FM_NAME_IP_HOSTN            0.153
-score NSL_RCVD_FROM_USER             2.142
-score NSL_RCVD_HELO_USER             1.706
-score NUMBEREND_LINKBAIT             0.999
-score NUMBERONLY_BITCOIN_EXP         0.001
-score OBFU_BITCOIN                   2.997
+score NORDNS_LOW_CONTRAST            1.709
+score NO_FM_NAME_IP_HOSTN            0.169
+score NSL_RCVD_FROM_USER             0.463
+score NSL_RCVD_HELO_USER             1.486
+score NUMBEREND_LINKBAIT             0.423
+score NUMBERONLY_BITCOIN_EXP         1.049
+score OBFU_BITCOIN                   2.803
 score ONLINE_MKTG_CNSLT              2.899
 score PDS_BTC_ID                     0.499
 score PDS_BTC_MSGID                  0.999
 score PDS_FRNOM_TODOM_NAKED_TO       1.499
-score PDS_FROM_2_EMAILS              1.442
-score PDS_FROM_NAME_TO_DOMAIN        0.999
-score PDS_HP_HELO_NORDNS             0.001
-score PDS_LTC_AHACKER                1.388
+score PDS_FROM_2_EMAILS              1.446
+score PDS_FROM_NAME_TO_DOMAIN        1.000
+score PDS_HP_HELO_NORDNS             0.001 # force non-zero
+score PDS_LTC_AHACKER                0.844
 score PDS_LTC_CP                     2.999
-score PDS_LTC_HUSH                   1.709
+score PDS_LTC_HUSH                   1.813
 score PDS_NAKED_TO_NUMERO            1.999
 score PDS_PHPEXP_BOT                 1.499
 score PDS_PHPE_URISHORTENER          1.999
 score PDS_PHP_EVAL                   1.499
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 2.000
 score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.999
 score PDS_TONAME_EQ_TOLOCAL_SHORT    1.999
 score PDS_TONAME_EQ_TOLOCAL_VSHORT   0.999
 score PDS_TO_EQ_FROM_NAME            0.001
 score PDS_X_PHP_WP_EXP               1.499
 score PHP_ORIG_SCRIPT                2.499
-score PP_MIME_FAKE_ASCII_TEXT        0.842
+score PP_MIME_FAKE_ASCII_TEXT        0.826
 score RATWARE_NO_RDNS                2.999
 score RCVD_IN_MSPIKE_H2              -0.001
-score SERGIO_SUBJECT_PORN014         2.900
-score SERGIO_SUBJECT_VIAGRA01        1.327
-score SHORTENER_SHORT_IMG            2.365
-score SHORT_IMG_SUSP_NTLD            1.317
+score RDNS_NUM_TLD_XM                1.414
+score SERGIO_SUBJECT_PORN014         2.899
+score SERGIO_SUBJECT_VIAGRA01        1.330
+score SHORTENER_SHORT_IMG            1.789
+score SHORT_IMG_SUSP_NTLD            1.316
 score SHORT_SHORTNER                 1.999
-score SINGLETS_LOW_CONTRAST          0.569
-score SPOOFED_FREEMAIL               2.000
-score SPOOFED_FREEMAIL_NO_RDNS       0.001 # force non-zero
-score SPOOFED_FREEM_REPTO            1.998
-score STATIC_XPRIO_OLE               0.265
+score SINGLETS_LOW_CONTRAST          0.644
+score SPOOFED_FREEMAIL               1.999
+score SPOOFED_FREEMAIL_NO_RDNS       0.001
+score SPOOFED_FREEM_REPTO            2.003
+score STATIC_XPRIO_OLE               1.999
 score STOCK_LOW_CONTRAST             2.499
 score SUBJ_OBFU_PUNCT_FEW            0.750
-score SUBJ_OBFU_PUNCT_MANY           1.749
-score THIS_AD                        2.100
-score TONOM_EQ_TOLOC_SHRT_PSHRTNER   1.319
+score SUBJ_OBFU_PUNCT_MANY           1.750
+score THIS_AD                        1.999
+score TONOM_EQ_TOLOC_SHRT_PSHRTNER   1.315
 score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
-score TO_EQ_FM_DIRECT_MX             2.499
-score TO_EQ_FM_DOM_HTML_IMG          0.001
-score TO_EQ_FM_DOM_HTML_ONLY         0.445
+score TO_EQ_FM_DIRECT_MX             2.500
+score TO_EQ_FM_DOM_HTML_IMG          0.012
+score TO_EQ_FM_DOM_HTML_ONLY         0.218
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
-score TO_EQ_FM_HTML_ONLY             0.123
-score TO_EQ_FM_SPF_FAIL              1.818
+score TO_EQ_FM_HTML_ONLY             0.978
+score TO_EQ_FM_SPF_FAIL              1.584
 score TO_IN_SUBJ                     0.100
 score TO_NAME_SUBJ_NO_RDNS           2.268
-score TO_NO_BRKTS_DYNIP              3.437
+score TO_NO_BRKTS_DYNIP              3.435
 score TO_NO_BRKTS_FROM_MSSP          2.499
-score TO_NO_BRKTS_HTML_IMG           1.423
+score TO_NO_BRKTS_HTML_IMG           0.983
 score TO_NO_BRKTS_HTML_ONLY          1.999
-score TO_NO_BRKTS_MSFT               2.499
-score TO_NO_BRKTS_NORDNS_HTML        1.726
+score TO_NO_BRKTS_MSFT               2.500
+score TO_NO_BRKTS_NORDNS_HTML        1.658
 score TO_NO_BRKTS_PCNT               2.499
-score TVD_IP_OCT                     2.652
+score TVD_IP_OCT                     1.827
 score TVD_SPACE_ENCODED              0.001
 score TVD_SPACE_RATIO_MINFP          2.499
 score UPGRADE_MAILBOX                0.001
 score URI_GOOGLE_PROXY               2.299
 score URI_ONLY_MSGID_MALF            1.999
-score URI_PHISH                      3.999
-score URI_PHP_REDIR                  3.499
+score URI_PHISH                      2.900
+score URI_PHP_REDIR                  3.500
 score URI_TRY_3LD                    1.999
-score URI_WP_DIRINDEX                2.447
-score URI_WP_HACKED                  2.971
+score URI_WP_DIRINDEX                2.440
+score URI_WP_HACKED                  3.152
 score URI_WP_HACKED_2                2.499
 score XPRIO_SHORT_SUBJ               2.499
-score XPRIO_URL_SHORTNER             0.013
-score AC_BR_BONANZA                  0.001
+score XPRIO_URL_SHORTNER             0.247
 score AC_HTML_NONSENSE_TAGS          1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -281,7 +280,6 @@ score PUMPDUMP                       1.0
 score PUMPDUMP_MULTI                 1.000
 score RAND_HEADER_MANY               1.000
 score RDNS_NUM_TLD_ATCHNX            1.000
-score RDNS_NUM_TLD_XM                1.000
 score SEO_SUSP_NTLD                  1.000
 score SHOPIFY_IMG_NOT_RCVD_SFY       1.000
 score SPOOFED_FREEM_REPTO_CHN        1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1871244&r1=1871243&r2=1871244&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Dec 12 05:25:07 2019
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 628890  49.563%  (99.490% of non-spam corpus)
-# Correctly spam:     493309  38.878%  (77.472% of spam corpus)
-# False positives:      3222  0.254%  (0.510% of nonspam,  92700 weighted)
-# False negatives:    143448  11.305%  (22.528% of spam, 293487 weighted)
-# Average score for spam:  9.9    nonspam: 0.6
+# Correctly non-spam: 624155  50.543%  (99.490% of non-spam corpus)
+# Correctly spam:     466733  37.796%  (76.824% of spam corpus)
+# False positives:      3200  0.259%  (0.510% of nonspam,  88948 weighted)
+# False negatives:    140799  11.402%  (23.176% of spam, 287339 weighted)
+# Average score for spam:  10.0    nonspam: 0.6
 # Average for false-pos:   5.7  false-neg: 2.0
-# TOTAL:              1268869  100.00%
+# TOTAL:              1234887  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  78453  99.44%
-# Correctly spam:      61394  77.26%
-# False positives:       442  0.56%
-# False negatives:     18066  22.74%
-# TCR(l=50): 1.978290  SpamRecall: 77.264%  SpamPrec: 99.285%
+# Correctly non-spam:  77915  99.49%
+# Correctly spam:      58312  76.82%
+# False positives:       401  0.51%
+# False negatives:     17593  23.18%
+# TCR(l=50): 2.016444  SpamRecall: 76.822%  SpamPrec: 99.317%
 
 ##### 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: 618429  97.84%
-# Correctly spam:     244728  38.43%
-# False positives:     13683  2.16%
-# False negatives:    392029  61.57%
-# TCR(l=50): 0.591683  SpamRecall: 38.433%  SpamPrec: 94.705%
+# Correctly non-spam: 614178  97.90%
+# Correctly spam:     228620  37.63%
+# False positives:     13177  2.10%
+# False negatives:    378912  62.37%
+# TCR(l=50): 0.585425  SpamRecall: 37.631%  SpamPrec: 94.550%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  77205  97.86%
-# Correctly spam:      30528  38.42%
-# False positives:      1690  2.14%
-# False negatives:     48932  61.58%
-# TCR(l=50): 0.595509  SpamRecall: 38.419%  SpamPrec: 94.754%
+# Correctly non-spam:  76663  97.89%
+# Correctly spam:      28609  37.69%
+# False positives:      1653  2.11%
+# False negatives:     47296  62.31%
+# TCR(l=50): 0.584127  SpamRecall: 37.691%  SpamPrec: 94.538%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1871244&r1=1871243&r2=1871244&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Dec 12 05:25:07 2019
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 641227  47.912%  (99.837% of non-spam corpus)
-# Correctly spam:     627002  46.849%  (90.077% of spam corpus)
-# False positives:      1050  0.078%  (0.163% of nonspam,  76948 weighted)
-# False negatives:     69074  5.161%  (9.923% of spam, 134350 weighted)
+# Correctly non-spam: 641238  47.914%  (99.838% of non-spam corpus)
+# Correctly spam:     627817  46.912%  (90.201% of spam corpus)
+# False positives:      1039  0.078%  (0.162% of nonspam,  76208 weighted)
+# False negatives:     68204  5.096%  (9.799% of spam, 129781 weighted)
 # Average score for spam:  15.7    nonspam: -2.4
 # Average for false-pos:   6.8  false-neg: 1.9
-# TOTAL:              1338353  100.00%
+# TOTAL:              1338298  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  80008  99.84%
-# Correctly spam:      78319  90.21%
-# False positives:       132  0.16%
-# False negatives:      8497  9.79%
-# TCR(l=50): 5.750546  SpamRecall: 90.213%  SpamPrec: 99.832%
+# Correctly non-spam:  80007  99.83%
+# Correctly spam:      78327  90.23%
+# False positives:       133  0.17%
+# False negatives:      8480  9.77%
+# TCR(l=50): 5.737409  SpamRecall: 90.231%  SpamPrec: 99.830%
 
 ##### 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: 640274  99.69%
-# Correctly spam:     465321  66.85%
+# Correctly spam:     465111  66.82%
 # False positives:      2003  0.31%
-# False negatives:    230755  33.15%
-# TCR(l=50): 2.103552  SpamRecall: 66.849%  SpamPrec: 99.571%
+# False negatives:    230910  33.18%
+# TCR(l=50): 2.102401  SpamRecall: 66.824%  SpamPrec: 99.571%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  79875  99.67%
-# Correctly spam:      58060  66.88%
+# Correctly spam:      58187  67.03%
 # False positives:       265  0.33%
-# False negatives:     28756  33.12%
-# TCR(l=50): 2.066752  SpamRecall: 66.877%  SpamPrec: 99.546%
+# False negatives:     28620  32.97%
+# TCR(l=50): 2.073251  SpamRecall: 67.030%  SpamPrec: 99.547%