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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/08/22 02:50:20 UTC

svn commit: r1903620 [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=1903620&r1=1903619&r2=1903620&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Aug 22 02:50:20 2022
@@ -5,80 +5,80 @@ score AC_DIV_BONANZA                 0.0
 score AC_FROM_MANY_DOTS              2.999
 score AC_HTML_NONSENSE_TAGS          1.999
 score ADMITS_SPAM                    3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY      0.750
+score ADVANCE_FEE_2_NEW_FRM_MNY      1.464
 score ADVANCE_FEE_2_NEW_MONEY        0.001
 score ADVANCE_FEE_3_NEW              3.499
-score ADVANCE_FEE_3_NEW_FRM_MNY      1.431
-score ADVANCE_FEE_3_NEW_MONEY        2.699
+score ADVANCE_FEE_3_NEW_FRM_MNY      0.985
+score ADVANCE_FEE_3_NEW_MONEY        2.498
 score ADVANCE_FEE_4_NEW              2.199
-score ADVANCE_FEE_4_NEW_FRM_MNY      1.885
+score ADVANCE_FEE_4_NEW_FRM_MNY      2.113
 score ADVANCE_FEE_4_NEW_MONEY        0.001
 score ADVANCE_FEE_5_NEW              2.299
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        0.650
+score ADVANCE_FEE_5_NEW_MONEY        0.648
 score AD_PREFS                       0.001
-score ALIBABA_IMG_NOT_RCVD_ALI       2.499
+score ALIBABA_IMG_NOT_RCVD_ALI       2.500
 score AMAZON_IMG_NOT_RCVD_AMZN       1.414
 score APOSTROPHE_TOCC                0.999
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score AXB_XMAILER_MIMEOLE_OL_1ECD5   0.757
-score AXB_X_FF_SEZ_S                 1.467
-score BIGNUM_EMAILS_FREEM            2.164
+score AXB_XMAILER_MIMEOLE_OL_1ECD5   0.795
+score AXB_X_FF_SEZ_S                 1.465
+score BIGNUM_EMAILS_FREEM            2.358
 score BIGNUM_EMAILS_MANY             2.901
 score BITCOIN_EXTORT_01              0.001
-score BITCOIN_MALF_HTML              2.267
-score BITCOIN_ONAN                   2.398
-score BITCOIN_SPAM_02                2.134
+score BITCOIN_MALF_HTML              1.990
+score BITCOIN_ONAN                   1.699
+score BITCOIN_SPAM_02                1.727
 score BITCOIN_SPAM_03                2.499
-score BITCOIN_SPAM_05                1.899
+score BITCOIN_SPAM_05                1.463
 score BITCOIN_XPRIO                  0.001
-score BODY_EMAIL_419_FRAUD_GM        1.873
-score BODY_SINGLE_URI                0.030
-score BODY_SINGLE_WORD               0.001
-score BODY_URI_ONLY                  1.908
-score BOGUS_MIME_VERSION             3.500
-score BOGUS_MSM_HDRS                 0.812
-score CONTENT_AFTER_HTML             2.499
+score BODY_EMAIL_419_FRAUD_GM        1.960
+score BODY_SINGLE_URI                0.261
+score BODY_SINGLE_WORD               0.001 # force non-zero
+score BODY_URI_ONLY                  1.704
+score BOGUS_MIME_VERSION             3.499
+score BOGUS_MSM_HDRS                 1.108
+score CONTENT_AFTER_HTML             2.500
 score CTE_8BIT_MISMATCH              0.999
 score DATE_IN_FUTURE_Q_PLUS          2.199
-score DEAR_BENEFICIARY               2.173
+score DEAR_BENEFICIARY               2.764
 score DKIMWL_WL_HIGH                 -0.001
 score DKIMWL_WL_MED                  -0.001
-score DKIMWL_WL_MEDHI                -0.580
+score DKIMWL_WL_MEDHI                -0.443
 score DX_TEXT_03                     0.699
-score ENCRYPTED_MESSAGE              -0.578
-score END_FUTURE_EMAILS              2.500
-score FILL_THIS_FORM                 0.178
-score FONT_INVIS_DIRECT              0.146
-score FONT_INVIS_HTML_NOHTML         2.999
+score ENCRYPTED_MESSAGE              -0.538
+score END_FUTURE_EMAILS              2.499
+score FILL_THIS_FORM                 0.344
+score FONT_INVIS_DIRECT              0.210
+score FONT_INVIS_HTML_NOHTML         3.000
 score FONT_INVIS_LONG_LINE           2.999
-score FONT_INVIS_MSGID               0.649
-score FONT_INVIS_NORDNS              2.406
-score FONT_INVIS_POSTEXTRAS          1.895
+score FONT_INVIS_MSGID               0.607
+score FONT_INVIS_NORDNS              2.499
+score FONT_INVIS_POSTEXTRAS          2.160
 score FORGED_SPF_HELO                0.001
-score FORM_FRAUD                     1.000
-score FORM_FRAUD_3                   1.328
+score FORM_FRAUD                     0.999
+score FORM_FRAUD_3                   1.004
 score FORM_FRAUD_5                   0.001
-score FOUND_YOU                      3.093
+score FOUND_YOU                      2.166
 score FREEMAIL_FORGED_FROMDOMAIN     0.250
-score FROM_2_EMAILS_SHORT            1.820
+score FROM_2_EMAILS_SHORT            2.214
 score FROM_ADDR_WS                   2.999
 score FROM_FMBLA_NEWDOM              0.302
 score FROM_FMBLA_NEWDOM14            0.302
-score FROM_FMBLA_NEWDOM28            0.799
+score FROM_FMBLA_NEWDOM28            0.800
 score FROM_GOV_DKIM_AU               -0.001
-score FROM_MISSPACED                 0.897
+score FROM_MISSPACED                 0.889
 score FROM_MISSP_EH_MATCH            0.001
-score FROM_MISSP_FREEMAIL            2.093
+score FROM_MISSP_FREEMAIL            2.097
 score FROM_MISSP_MSFT                0.001
 score FROM_MISSP_SPF_FAIL            0.001
-score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              0.992
-score FROM_NTLD_LINKBAIT             0.041
-score FROM_NTLD_REPLY_FREEMAIL       0.597
-score FROM_ONE_CHAR                  1.959
-score FROM_PAYPAL_SPOOF              1.258
-score FROM_SUSPICIOUS_NTLD           0.001
+score FROM_MISSP_USER                0.001 # force non-zero
+score FROM_MULTI_NORDNS              1.071
+score FROM_NTLD_LINKBAIT             0.873
+score FROM_NTLD_REPLY_FREEMAIL       1.941
+score FROM_ONE_CHAR                  1.408
+score FROM_PAYPAL_SPOOF              1.093
+score FROM_SUSPICIOUS_NTLD           0.001 # force non-zero
 score FROM_SUSPICIOUS_NTLD_FP        1.999
 score FSL_BULK_SIG                   0.001
 score FSL_CTYPE_WIN1251              0.001
@@ -86,49 +86,49 @@ score FSL_HELO_FAKE                  3.0
 score FSL_NEW_HELO_USER              0.001
 score FUZZY_AMAZON                   2.299
 score FUZZY_SECURITY                 2.199
-score FUZZY_WALLET                   0.082
-score GB_BITCOIN_CP                  2.176
-score GB_FAKE_RF_SHORT               1.208
-score GB_FREEMAIL_DISPTO             0.389
+score FUZZY_WALLET                   0.083
+score GB_BITCOIN_CP                  2.409
+score GB_FAKE_RF_SHORT               1.168
+score GB_FREEMAIL_DISPTO             0.417
 score GB_HASHBL_BTC                  3.227
 score GB_URI_FLEEK_STO_HTM           1.000
-score GOOG_REDIR_HTML_ONLY           1.999
+score GOOG_REDIR_HTML_ONLY           2.000
 score GOOG_REDIR_NORDNS              3.128
-score GOOG_STO_EMAIL_PHISH           2.400
-score GOOG_STO_NOIMG_HTML            2.999
-score HAS_X_OUTGOING_SPAM_STAT       0.133
-score HDRS_MISSP                     1.708
+score GOOG_STO_EMAIL_PHISH           2.434
+score GOOG_STO_NOIMG_HTML            3.000
+score HAS_X_OUTGOING_SPAM_STAT       0.155
+score HDRS_MISSP                     1.713
 score HDR_ORDER_FTSDMCXX_DIRECT      0.001
 score HDR_ORDER_FTSDMCXX_NORDNS      0.001
 score HEADER_FROM_DIFFERENT_DOMAINS  0.250
 score HELO_NO_DOMAIN                 0.001
 score HK_NAME_MR_MRS                 0.999
 score HK_RANDOM_ENVFROM              0.999
-score HK_RANDOM_FROM                 1.000
+score HK_RANDOM_FROM                 0.999
 score HK_RANDOM_REPLYTO              0.999
 score HK_SCAM                        0.001
 score HOSTED_IMG_DIRECT_MX           3.499
-score HOSTED_IMG_FREEM               3.113
+score HOSTED_IMG_FREEM               3.111
 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       1.396
-score HTML_TEXT_INVISIBLE_STYLE      2.806
+score HTML_TEXT_INVISIBLE_FONT       1.402
+score HTML_TEXT_INVISIBLE_STYLE      2.802
 score IMG_ONLY_FM_DOM_INFO           2.499
 score JH_SPAMMY_HEADERS              3.499
 score KHOP_HELO_FCRDNS               0.399
-score LONG_HEX_URI                   1.614
+score LONG_HEX_URI                   1.611
 score LONG_IMG_URI                   0.001 # force non-zero
-score LONG_INVISIBLE_TEXT            2.615
+score LONG_INVISIBLE_TEXT            2.656
 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                    2.199
 score MILLION_HUNDRED                0.001
 score MILLION_USD                    1.999
 score MIMEOLE_DIRECT_TO_MX           0.001
-score MIXED_ES                       2.143
-score MONEY_ATM_CARD                 2.058
+score MIXED_ES                       2.142
+score MONEY_ATM_CARD                 0.827
 score MONEY_FORM                     0.001
 score MONEY_FORM_SHORT               0.047
 score MONEY_FRAUD_3                  2.999
@@ -138,91 +138,90 @@ score MONEY_FREEMAIL_REPTO           1.9
 score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               0.001
 score MSGID_NOFQDN1                  0.001
-score MSMAIL_PRI_ABNORMAL            0.001 # force non-zero
+score MSMAIL_PRI_ABNORMAL            0.001
 score MSM_PRIO_REPTO                 2.499
 score NAME_EMAIL_DIFF                0.001
 score NA_DOLLARS                     1.499
 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             0.001
-score NUMBERONLY_BITCOIN_EXP         1.107
-score OBFU_TEXT_ATTACH               0.326
-score ODD_FREEM_REPTO                2.268
-score PDS_BTC_ID                     0.500
+score NSL_RCVD_HELO_USER             0.001 # force non-zero
+score NUMBERONLY_BITCOIN_EXP         1.999
+score OBFU_TEXT_ATTACH               0.001
+score ODD_FREEM_REPTO                2.219
+score PDS_BTC_ID                     0.499
 score PDS_BTC_MSGID                  0.001
-score PDS_BTC_NTLD                   1.022
+score PDS_BTC_NTLD                   0.340
 score PDS_DBL_URL_TNB_RUNON          1.999
-score PDS_FROM_2_EMAILS              3.499
-score PDS_HELO_SPF_FAIL              1.078
+score PDS_HELO_SPF_FAIL              1.360
 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_SPOOFED_URL          1.999
-score PDS_TINYSUBJ_URISHRT           0.689
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.195
-score PDS_TONAME_EQ_TOLOCAL_VSHORT   0.001
-score PHP_ORIG_SCRIPT                1.877
+score PDS_TINYSUBJ_URISHRT           0.416
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 0.196
+score PDS_TONAME_EQ_TOLOCAL_VSHORT   0.006
+score PHP_ORIG_SCRIPT                1.996
 score PHP_ORIG_SCRIPT_EVAL           2.999
-score PHP_SCRIPT                     1.487
-score PP_MIME_FAKE_ASCII_TEXT        0.080
+score PHP_SCRIPT                     1.489
+score PP_MIME_FAKE_ASCII_TEXT        0.082
 score RAND_MKTG_HEADER               1.999
-score RATWARE_NO_RDNS                0.610
+score RATWARE_NO_RDNS                0.615
 score RCVD_IN_MSPIKE_H2              -0.001
-score RDNS_NUM_TLD_XM                2.519
-score REPTO_419_FRAUD                2.813
-score REPTO_419_FRAUD_GM             2.122
-score REPTO_419_FRAUD_GM_LOOSE       0.999
-score RISK_FREE                      0.919
+score RDNS_NUM_TLD_XM                1.775
+score REPTO_419_FRAUD                2.706
+score REPTO_419_FRAUD_GM             2.905
+score REPTO_419_FRAUD_GM_LOOSE       1.000
+score RISK_FREE                      0.985
 score SCC_BODY_SINGLE_WORD           0.001
-score SCC_BODY_URI_ONLY              1.542
+score SCC_BODY_URI_ONLY              1.582
 score SCC_CANSPAM_2                  2.399
-score SCC_ISEMM_LID_1                2.489
+score SCC_ISEMM_LID_1                1.732
 score SCC_THREE_WORD_MONTY           2.799
 score SENDGRID_REDIR                 1.499
-score SERGIO_SUBJECT_VIAGRA01        0.900
-score SHOPIFY_IMG_NOT_RCVD_SFY       0.263
-score SHORTENER_SHORT_IMG            1.108
+score SERGIO_SUBJECT_VIAGRA01        3.096
+score SHOPIFY_IMG_NOT_RCVD_SFY       0.261
+score SHORTENER_SHORT_IMG            1.101
 score SHORT_SHORTNER                 1.999
-score SPOOFED_FREEMAIL               1.669
+score SPOOFED_FREEMAIL               1.639
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
 score SPOOFED_FREEM_REPTO            2.499
-score SPOOFED_FREEM_REPTO_CHN        3.499
-score SPOOF_GMAIL_MID                0.001
+score SPOOFED_FREEM_REPTO_CHN        3.375
+score SPOOF_GMAIL_MID                0.001 # force non-zero
 score STATIC_XPRIO_OLE               0.001
 score THIS_AD                        0.999
 score TONOM_EQ_TOLOC_SHRT_SHRTNER    0.001
-score TO_EQ_FM_DOM_SPF_FAIL          0.001
-score TO_EQ_FM_SPF_FAIL              0.001
-score TO_NO_BRKTS_FROM_MSSP          2.500
+score TO_EQ_FM_DOM_SPF_FAIL          0.001 # force non-zero
+score TO_EQ_FM_SPF_FAIL              0.001 # force non-zero
+score TO_NO_BRKTS_FROM_MSSP          2.499
 score TO_NO_BRKTS_HTML_IMG           1.999
-score TO_NO_BRKTS_HTML_ONLY          1.999
+score TO_NO_BRKTS_HTML_ONLY          2.000
 score TO_NO_BRKTS_NORDNS_HTML        1.204
 score TO_NO_BRKTS_PCNT               2.499
-score TVD_RCVD_SPACE_BRACKET         0.891
+score TVD_RCVD_SPACE_BRACKET         2.899
 score UNDISC_FREEM                   3.099
-score UNDISC_MONEY                   2.587
+score UNDISC_MONEY                   2.583
 score UNICODE_OBFU_ASC               2.499
 score URI_DOTEDU                     1.999
 score URI_FIREBASEAPP                2.999
-score URI_GOOGLE_PROXY               2.299
+score URI_GOOGLE_PROXY               2.300
 score URI_OBFU_DOM                   2.199
-score URI_ONLY_MSGID_MALF            1.546
-score URI_PHISH                      2.896
-score URI_PHP_REDIR                  2.875
-score URI_TRY_3LD                    1.066
-score URI_WPADMIN                    2.299
-score URI_WP_DIRINDEX                2.912
+score URI_ONLY_MSGID_MALF            1.709
+score URI_PHISH                      2.889
+score URI_PHP_REDIR                  2.873
+score URI_TRY_3LD                    1.065
+score URI_WPADMIN                    2.300
+score URI_WP_DIRINDEX                2.915
 score URI_WP_HACKED                  3.499
-score URI_WP_HACKED_2                1.927
+score URI_WP_HACKED_2                1.958
 score VFY_ACCT_NORDNS                2.999
 score WORD_INVIS                     0.001
-score XFER_LOTSA_MONEY               0.999
+score XFER_LOTSA_MONEY               1.000
 score XM_RANDOM                      2.499
 score XM_RECPTID                     2.999
 score XPRIO                          0.001
-score XPRIO_URL_SHORTNER             0.999
+score XPRIO_URL_SHORTNER             0.787
 score YOU_INHERIT                    2.399
 score AC_BR_BONANZA                  0.001
 score AC_POST_EXTRAS                 1.000
@@ -317,7 +316,6 @@ 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=1903620&r1=1903619&r2=1903620&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Aug 22 02:50:20 2022
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 240374  49.614%  (99.616% of non-spam corpus)
-# Correctly spam:     169048  34.892%  (69.512% of spam corpus)
-# False positives:       927  0.191%  (0.384% of nonspam,  32830 weighted)
-# False negatives:     74144  15.303%  (30.488% of spam, 142449 weighted)
-# Average score for spam:  9.4    nonspam: 0.7
-# Average for false-pos:   7.0  false-neg: 1.9
-# TOTAL:              484493  100.00%
+# Correctly non-spam: 245460  50.939%  (99.607% of non-spam corpus)
+# Correctly spam:     164624  34.163%  (69.921% of spam corpus)
+# False positives:       968  0.201%  (0.393% of nonspam,  27730 weighted)
+# False negatives:     70819  14.697%  (30.079% of spam, 134303 weighted)
+# Average score for spam:  9.7    nonspam: 0.7
+# Average for false-pos:   6.0  false-neg: 1.9
+# TOTAL:              481871  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  30071  99.63%
-# Correctly spam:      21168  69.58%
-# False positives:       113  0.37%
-# False negatives:      9253  30.42%
-# TCR(l=50): 2.041267  SpamRecall: 69.584%  SpamPrec: 99.469%
+# Correctly non-spam:  30640  99.59%
+# Correctly spam:      20615  69.93%
+# False positives:       126  0.41%
+# False negatives:      8864  30.07%
+# TCR(l=50): 1.944012  SpamRecall: 69.931%  SpamPrec: 99.393%
 
 ##### 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: 232848  96.50%
-# Correctly spam:     138780  57.07%
-# False positives:      8453  3.50%
-# False negatives:    104412  42.93%
-# TCR(l=50): 0.461411  SpamRecall: 57.066%  SpamPrec: 94.259%
+# Correctly non-spam: 237848  96.52%
+# Correctly spam:     135029  57.35%
+# False positives:      8580  3.48%
+# False negatives:    100414  42.65%
+# TCR(l=50): 0.444724  SpamRecall: 57.351%  SpamPrec: 94.025%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  29061  96.28%
-# Correctly spam:      17386  57.15%
-# False positives:      1123  3.72%
-# False negatives:     13035  42.85%
-# TCR(l=50): 0.439705  SpamRecall: 57.151%  SpamPrec: 93.933%
+# Correctly non-spam:  29686  96.49%
+# Correctly spam:      17061  57.88%
+# False positives:      1080  3.51%
+# False negatives:     12418  42.12%
+# TCR(l=50): 0.443841  SpamRecall: 57.875%  SpamPrec: 94.047%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1903620&r1=1903619&r2=1903620&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Aug 22 02:50:20 2022
@@ -1,11 +1,11 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 247213  50.043%  (99.511% of non-spam corpus)
-# Correctly spam:     199922  40.470%  (81.411% of spam corpus)
-# False positives:      1215  0.246%  (0.489% of nonspam,  89860 weighted)
-# False negatives:     45650  9.241%  (18.589% of spam,  91296 weighted)
-# Average score for spam:  15.7    nonspam: -0.6
+# Correctly non-spam: 247218  50.044%  (99.513% of non-spam corpus)
+# Correctly spam:     199861  40.458%  (81.386% of spam corpus)
+# False positives:      1210  0.245%  (0.487% of nonspam,  89625 weighted)
+# False negatives:     45711  9.253%  (18.614% of spam,  91535 weighted)
+# Average score for spam:  15.8    nonspam: -0.6
 # Average for false-pos:   7.5  false-neg: 2.0
 # TOTAL:              494000  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:  30820  99.47%
-# Correctly spam:      24902  81.22%
-# False positives:       164  0.53%
-# False negatives:      5759  18.78%
-# TCR(l=50): 2.196504  SpamRecall: 81.217%  SpamPrec: 99.346%
+# Correctly non-spam:  30821  99.47%
+# Correctly spam:      24892  81.18%
+# False positives:       163  0.53%
+# False negatives:      5769  18.82%
+# TCR(l=50): 2.202816  SpamRecall: 81.185%  SpamPrec: 99.349%
 
 ##### WITHOUT NEW RULES AND SCORES #####
 Reading scores from "../rules-base"...