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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/02/21 03:02:48 UTC

svn commit: r1898261 [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-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1898261&r1=1898260&r2=1898261&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Mon Feb 21 03:02:48 2022
@@ -1,211 +1,212 @@
-# Using score set 0 logs for revision 1898171 from:
-# ham-darxus.r1898171.log ham-ena-week0.r1898171.log ham-ena-week1.r1898171.log ham-ena-week2.r1898171.log ham-ena-week3.r1898171.log ham-ena-week4.r1898171.log ham-giovanni-ham.r1898171.log ham-giovanni-spammy.r1898171.log ham-giovanni-spam.r1898171.log ham-grenier.r1898171.log ham-hege.r1898171.log ham-jhardin.r1898171.log ham-llanga.r1898171.log ham-mmiroslaw-mails-ham.r1898171.log ham-mmiroslaw-mails-spam.r1898171.log ham-pds.r1898171.log ham-spamsponge.r1898171.log ham-thendrikx.r1898171.log spam-darxus.r1898171.log spam-ena-week0.r1898171.log spam-ena-week1.r1898171.log spam-ena-week2.r1898171.log spam-ena-week3.r1898171.log spam-ena-week4.r1898171.log spam-giovanni-ham.r1898171.log spam-giovanni-spammy.r1898171.log spam-giovanni-spam.r1898171.log spam-grenier.r1898171.log spam-hege.r1898171.log spam-jhardin.r1898171.log spam-llanga.r1898171.log spam-mmiroslaw-mails-ham.r1898171.log spam-mmiroslaw-mails-spam.r1898171.log spam-pds.r1898171.log spam-spamsponge.r1898171.log spam-
 thendrikx.r1898171.log
+# Using score set 0 logs for revision 1898248 from:
+# ham-darxus.r1898248.log ham-ena-week0.r1898248.log ham-ena-week1.r1898248.log ham-ena-week2.r1898248.log ham-ena-week3.r1898248.log ham-ena-week4.r1898248.log ham-giovanni-ham.r1898248.log ham-giovanni-spammy.r1898248.log ham-giovanni-spam.r1898248.log ham-hege.r1898248.log ham-jhardin.r1898248.log ham-llanga.r1898248.log ham-mmiroslaw-mails-ham.r1898248.log ham-mmiroslaw-mails-spam.r1898248.log ham-pds.r1898248.log ham-spamsponge.r1898248.log ham-thendrikx.r1898248.log spam-darxus.r1898248.log spam-ena-week0.r1898248.log spam-ena-week1.r1898248.log spam-ena-week2.r1898248.log spam-ena-week3.r1898248.log spam-ena-week4.r1898248.log spam-giovanni-ham.r1898248.log spam-giovanni-spammy.r1898248.log spam-giovanni-spam.r1898248.log spam-hege.r1898248.log spam-jhardin.r1898248.log spam-llanga.r1898248.log spam-mmiroslaw-mails-ham.r1898248.log spam-mmiroslaw-mails-spam.r1898248.log spam-pds.r1898248.log spam-spamsponge.r1898248.log spam-thendrikx.r1898248.log
 
-score ACCT_PHISHING_MANY             3.000
+score ACCT_PHISHING_MANY             2.999
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              2.999
 score AC_HTML_NONSENSE_TAGS          1.999
-score AC_SPAMMY_URI_PATTERNS8        2.280
-score ADMITS_SPAM                    2.599
-score ADVANCE_FEE_2_NEW_FRM_MNY      2.053
-score ADVANCE_FEE_2_NEW_MONEY        2.000
+score AC_SPAMMY_URI_PATTERNS8        3.163
+score ADMITS_SPAM                    2.699
+score ADVANCE_FEE_2_NEW_FRM_MNY      2.360
+score ADVANCE_FEE_2_NEW_MONEY        1.999
 score ADVANCE_FEE_3_NEW              3.302
-score ADVANCE_FEE_3_NEW_FRM_MNY      0.478
-score ADVANCE_FEE_3_NEW_MONEY        2.490
-score ADVANCE_FEE_4_NEW              2.399
-score ADVANCE_FEE_4_NEW_FRM_MNY      2.599
+score ADVANCE_FEE_3_NEW_FRM_MNY      0.483
+score ADVANCE_FEE_3_NEW_MONEY        2.899
+score ADVANCE_FEE_4_NEW              1.569
+score ADVANCE_FEE_4_NEW_FRM_MNY      2.699
 score ADVANCE_FEE_4_NEW_MONEY        0.001
-score ADVANCE_FEE_5_NEW              2.329
+score ADVANCE_FEE_5_NEW              1.971
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        0.044
-score AD_PREFS                       0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY        0.035
+score AD_PREFS                       0.001
 score ALIBABA_IMG_NOT_RCVD_ALI       2.499
-score AMAZON_IMG_NOT_RCVD_AMZN       2.499
-score APOSTROPHE_TOCC                0.999
+score AMAZON_IMG_NOT_RCVD_AMZN       2.500
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
 score BIGNUM_EMAILS_FREEM            2.999
 score BIGNUM_EMAILS_MANY             2.999
-score BITCOIN_DEADLINE               2.999
-score BITCOIN_EXTORT_01              2.109
-score BITCOIN_SPAM_02                2.388
+score BITCOIN_DEADLINE               1.551
+score BITCOIN_EXTORT_01              2.391
+score BITCOIN_SPAM_02                2.397
 score BITCOIN_SPAM_07                3.499
 score BITCOIN_XPRIO                  0.001
-score BITCOIN_YOUR_INFO              1.486
+score BITCOIN_YOUR_INFO              1.484
 score BODY_EMPTY                     1.999
-score BOGUS_MIME_VERSION             3.499
-score CK_HELO_GENERIC                0.250
+score BOGUS_MIME_VERSION             3.242
+score CK_HELO_GENERIC                0.249
 score CONTENT_AFTER_HTML             2.499
-score CTE_8BIT_MISMATCH              1.000
-score DEAR_BENEFICIARY               0.906
-score DX_TEXT_03                     1.599
-score FAKE_REPLY_A1                  1.938
-score FAKE_REPLY_B                   2.708
-score FILL_THIS_FORM                 1.198
+score CTE_8BIT_MISMATCH              0.999
+score DEAR_BENEFICIARY               0.912
+score DX_TEXT_03                     1.699
+score FAKE_REPLY_A1                  3.499
+score FAKE_REPLY_B                   3.299
+score FILL_THIS_FORM                 1.199
 score FONT_INVIS_DIRECT              0.001
 score FONT_INVIS_HTML_NOHTML         2.999
-score FONT_INVIS_LONG_LINE           1.691
+score FONT_INVIS_LONG_LINE           1.677
 score FONT_INVIS_MSGID               2.499
-score FONT_INVIS_NORDNS              0.001 # force non-zero
-score FONT_INVIS_POSTEXTRAS          2.751
-score FORM_FRAUD_5                   1.150
-score FOUND_YOU                      2.600
-score FREEMAIL_FORGED_FROMDOMAIN     0.250
-score FROMSPACE                      3.599
-score FROM_2_EMAILS_SHORT            0.892
-score FROM_IN_TO_AND_SUBJ            1.999
-score FROM_MISSPACED                 2.000
+score FONT_INVIS_NORDNS              0.001
+score FONT_INVIS_POSTEXTRAS          2.750
+score FORM_FRAUD_5                   1.578
+score FOUND_YOU                      2.592
+score FREEMAIL_FORGED_FROMDOMAIN     0.249
+score FROMSPACE                      3.600
+score FROM_2_EMAILS_SHORT            0.124
+score FROM_IN_TO_AND_SUBJ            1.899
+score FROM_MISSPACED                 1.999
 score FROM_MISSP_EH_MATCH            1.999
-score FROM_MISSP_FREEMAIL            1.081
+score FROM_MISSP_FREEMAIL            1.005
 score FROM_MISSP_MSFT                0.001
 score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              0.358
-score FROM_NTLD_LINKBAIT             1.999
-score FROM_NTLD_REPLY_FREEMAIL       1.460
-score FROM_SUSPICIOUS_NTLD           0.499
+score FROM_MULTI_NORDNS              0.355
+score FROM_NTLD_LINKBAIT             1.994
+score FROM_NTLD_REPLY_FREEMAIL       1.372
+score FROM_SUSPICIOUS_NTLD           0.500
 score FROM_SUSPICIOUS_NTLD_FP        1.999
-score FROM_WSP_TRAIL                 2.500
+score FROM_WSP_TRAIL                 2.499
 score FSL_CTYPE_WIN1251              0.001
 score FSL_NEW_HELO_USER              0.001
 score FUZZY_AMAZON                   2.899
 score FUZZY_CLICK_HERE               2.699
 score FUZZY_NORTON                   3.199
-score FUZZY_PAYPAL                   2.699
-score FUZZY_SECURITY                 2.300
+score FUZZY_PAYPAL                   2.599
+score FUZZY_SECURITY                 2.499
 score FUZZY_WALLET                   3.299
 score GAPPY_LOW_CONTRAST             2.499
 score GB_FAKE_RF_SHORT               1.999
 score GB_FREEMAIL_DISPTO             0.499
-score GOOG_REDIR_NORDNS              2.600
-score GOOG_STO_EMAIL_PHISH           2.999
-score GOOG_STO_IMG_HTML              2.187
+score GOOG_REDIR_NORDNS              2.602
+score GOOG_STO_EMAIL_PHISH           2.219
+score GOOG_STO_IMG_HTML              2.999
 score GOOG_STO_NOIMG_HTML            2.999
-score HAS_X_OUTGOING_SPAM_STAT       1.999
+score HAS_X_OUTGOING_SPAM_STAT       2.000
 score HDRS_MISSP                     2.499
 score HDR_ORDER_FTSDMCXX_DIRECT      0.001 # force non-zero
 score HDR_ORDER_FTSDMCXX_NORDNS      0.001
-score HEADER_FROM_DIFFERENT_DOMAINS  0.250
-score HELO_NO_DOMAIN                 0.001
+score HEADER_FROM_DIFFERENT_DOMAINS  0.249
+score HELO_NO_DOMAIN                 0.001 # force non-zero
 score HK_LOTTO                       0.999
 score HK_NAME_FROM                   0.999
-score HK_NAME_MR_MRS                 1.000
+score HK_NAME_MR_MRS                 0.999
 score HK_RANDOM_ENVFROM              0.999
 score HK_RANDOM_FROM                 0.999
 score HK_RANDOM_REPLYTO              0.999
 score HK_SCAM                        0.001
-score HOSTED_IMG_DIRECT_MX           3.067
+score HK_WIN                         0.215
+score HOSTED_IMG_DIRECT_MX           3.141
 score HOSTED_IMG_FREEM               3.499
 score HOSTED_IMG_MULTI_PUB_01        2.999
-score HTML_ENTITY_ASCII              2.779
+score HTML_ENTITY_ASCII              2.945
 score HTML_FONT_TINY_NORDNS          1.999
 score HTML_OFF_PAGE                  2.999
-score HTML_TAG_BALANCE_CENTER        2.597
+score HTML_TAG_BALANCE_CENTER        2.515
 score HTML_TEXT_INVISIBLE_STYLE      3.499
-score IMG_ONLY_FM_DOM_INFO           2.500
+score IMG_ONLY_FM_DOM_INFO           2.499
 score JH_SPAMMY_HEADERS              3.499
 score LONGLN_LOW_CONTRAST            2.499
 score LONG_HEX_URI                   2.999
 score LONG_IMG_URI                   0.001
-score LONG_INVISIBLE_TEXT            1.437
+score LONG_INVISIBLE_TEXT            1.440
 score LOTS_OF_MONEY                  0.010
-score LOTTO_AGENT                    1.499
-score LOTTO_DEPT                     1.120
-score MALWARE_NORDNS                 2.248
-score MANY_SPAN_IN_TEXT              2.600
-score MILLION_HUNDRED                0.427
-score MIMEOLE_DIRECT_TO_MX           1.997
-score MIXED_AREA_CASE                1.749
+score LOTTO_DEPT                     0.389
+score MALWARE_NORDNS                 3.187
+score MANY_SPAN_IN_TEXT              3.027
+score MILLION_HUNDRED                0.444
+score MIMEOLE_DIRECT_TO_MX           1.000
+score MIXED_AREA_CASE                1.493
 score MIXED_CENTER_CASE              2.499
-score MIXED_CTYPE_CASE               0.660
+score MIXED_CTYPE_CASE               0.165
 score MIXED_ES                       2.999
 score MIXED_FONT_CASE                2.499
-score MIXED_HREF_CASE                0.761
-score MIXED_IMG_CASE                 0.516
-score MONEY_FORM_SHORT               2.499
-score MONEY_FRAUD_3                  1.449
-score MONEY_FRAUD_5                  2.707
+score MIXED_HREF_CASE                1.705
+score MIXED_IMG_CASE                 2.999
+score MONEY_FORM_SHORT               2.500
+score MONEY_FRAUD_3                  0.986
+score MONEY_FRAUD_5                  2.711
 score MONEY_FRAUD_8                  0.001
-score MONEY_FREEMAIL_REPTO           1.082
+score MONEY_FREEMAIL_REPTO           1.077
 score MONEY_FROM_41                  1.999
 score MONEY_FROM_MISSP               1.999
 score MSMAIL_PRI_ABNORMAL            0.001
-score NAME_EMAIL_DIFF                3.599
-score NICE_REPLY_A                   -0.001
+score NAME_EMAIL_DIFF                3.043
+score NICE_REPLY_A                   -1.006
 score NORDNS_LOW_CONTRAST            1.887
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             0.536
+score NSL_RCVD_HELO_USER             1.661
 score ODD_FREEM_REPTO                2.999
-score PDS_BTC_ID                     0.493
-score PDS_BTC_MSGID                  0.001
+score PDS_BTC_ID                     0.212
+score PDS_BTC_MSGID                  0.001 # force non-zero
 score PDS_DBL_URL_TNB_RUNON          1.999
-score PDS_FRNOM_TODOM_DBL_URL        1.500
-score PDS_FRNOM_TODOM_NAKED_TO       1.500
-score PDS_FROM_2_EMAILS_SHRTNER      0.600
+score PDS_FRNOM_TODOM_DBL_URL        1.499
+score PDS_FRNOM_TODOM_NAKED_TO       1.499
+score PDS_FROM_2_EMAILS_SHRTNER      0.201
 score PDS_FROM_NAME_TO_DOMAIN        1.999
 score PDS_HP_HELO_NORDNS             0.999
-score PDS_OTHER_BAD_TLD              2.000
+score PDS_OTHER_BAD_TLD              1.999
 score PDS_PHPEXP_BOT                 1.499
 score PDS_PHP_EVAL                   1.499
-score PDS_RDNS_DYNAMIC_FP            0.001
+score PDS_RDNS_DYNAMIC_FP            0.001 # force non-zero
 score PDS_SHORTFWD_URISHRT_FP        1.499
 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
-score PDS_TONAME_EQ_TOLOCAL_VSHORT   1.000
-score PDS_TO_EQ_FROM_NAME            0.001 # force non-zero
+score PDS_TONAME_EQ_TOLOCAL_VSHORT   0.999
+score PDS_TO_EQ_FROM_NAME            1.955
 score PHP_ORIG_SCRIPT                2.499
 score PHP_ORIG_SCRIPT_EVAL           2.999
 score PHP_SCRIPT                     2.499
 score PP_MIME_FAKE_ASCII_TEXT        0.999
 score RAND_HEADER_LIST_SPOOF         2.999
 score RAND_HEADER_MANY               2.999
-score RAND_MKTG_HEADER               2.000
-score RDNS_NUM_TLD_XM                2.098
-score REPLYTO_EMPTY                  1.941
+score RAND_MKTG_HEADER               1.999
+score RDNS_NUM_TLD_XM                1.544
+score REPLYTO_EMPTY                  1.943
 score REPTO_419_FRAUD_GM             0.001
-score SCC_BODY_URI_ONLY              2.403
-score SCC_ISEMM_LID_1                1.999
-score SCRIPT_GIBBERISH               2.799
+score SCC_BODY_URI_ONLY              2.404
+score SCC_ISEMM_LID_1                1.863
+score SCRIPT_GIBBERISH               2.800
 score SENDGRID_REDIR                 1.499
-score SERGIO_SUBJECT_VIAGRA01        4.320
-score SHOPIFY_IMG_NOT_RCVD_SFY       2.500
-score SHORTENED_URL_SRC              2.308
-score SHORTENER_SHORT_IMG            0.001
+score SERGIO_SUBJECT_VIAGRA01        3.256
+score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
+score SHORTENED_URL_SRC              2.311
+score SHORTENER_SHORT_IMG            2.499
 score SHORT_SHORTNER                 1.999
 score STATIC_XPRIO_OLE               1.999
 score SUSP_UTF8_WORD_COMBO           2.999
-score SUSP_UTF8_WORD_SUBJ            0.598
+score SUSP_UTF8_WORD_SUBJ            0.604
 score THIS_AD                        1.200
-score TO_EQ_FM_DIRECT_MX             0.001
-score TO_IN_SUBJ                     0.100
-score TO_NAME_SUBJ_NO_RDNS           2.983
+score TO_EQ_FM_DIRECT_MX             0.001 # force non-zero
+score TO_IN_SUBJ                     0.099
+score TO_NAME_SUBJ_NO_RDNS           2.609
 score TO_NO_BRKTS_FROM_MSSP          2.499
-score TO_NO_BRKTS_HTML_IMG           1.699
+score TO_NO_BRKTS_HTML_IMG           1.999
 score TO_NO_BRKTS_HTML_ONLY          1.999
 score TO_NO_BRKTS_NORDNS_HTML        1.999
-score TVD_RCVD_SPACE_BRACKET         2.393
+score TO_NO_BRKTS_PCNT               2.499
+score TUMBLR_IMG_NOT_RCVD_TUMB       1.999
+score TVD_RCVD_SPACE_BRACKET         2.258
 score UNDISC_FREEM                   3.699
 score UNDISC_MONEY                   3.599
-score UNICODE_OBFU_ASC               2.500
-score UNSUB_GOOG_FORM                2.500
-score URI_AZURE_CLOUDAPP             2.999
-score URI_DOTEDU                     0.001
-score URI_FIREBASEAPP                2.999
-score URI_GOOGLE_PROXY               2.599
+score UNICODE_OBFU_ASC               2.499
+score UNSUB_GOOG_FORM                2.499
+score URI_AZURE_CLOUDAPP             1.076
+score URI_DOTEDU                     0.302
+score URI_FIREBASEAPP                3.000
+score URI_GOOGLE_PROXY               2.699
 score URI_GOOG_STO_SPAMMY            2.999
-score URI_IN_URI_10                  3.254
-score URI_IN_URI_5                   1.645
-score URI_PHISH                      4.000
+score URI_IN_URI_10                  1.757
+score URI_IN_URI_5                   3.142
+score URI_PHISH                      3.999
 score URI_PHP_REDIR                  3.499
 score URI_TRY_3LD                    1.999
 score URI_WPADMIN                    1.999
 score URI_WP_HACKED_2                2.499
-score VFY_ACCT_NORDNS                2.491
+score VFY_ACCT_NORDNS                2.489
 score WORD_INVIS                     1.983
 score XFER_LOTSA_MONEY               0.999
 score XM_LIGHT_HEAVY                 2.499
-score XM_RANDOM                      2.500
-score XM_RECPTID                     2.999
-score YOU_INHERIT                    2.160
+score XM_RANDOM                      2.499
+score XM_RECPTID                     3.000
+score YOU_INHERIT                    2.164
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -217,6 +218,7 @@ score AC_SPAMMY_URI_PATTERNS4        1.0
 score AC_SPAMMY_URI_PATTERNS9        1.000
 score ADULT_DATING_COMPANY           10.001 # force non-zero
 score ADVANCE_FEE_2_NEW_FORM         1.000
+score APOSTROPHE_TOCC                1.000
 score APP_DEVELOPMENT_FREEM          1.000
 score APP_DEVELOPMENT_NORDNS         1.000
 score BEBEE_IMG_NOT_RCVD_BB          1.000
@@ -261,7 +263,6 @@ score FREEM_FRNUM_UNICD_EMPTY        1.0
 score FRNAME_IN_MSG_XPRIO_NO_SUB     1.000
 score FROM_ADDR_WS                   1.000
 score FROM_MISSP_PHISH               1.000
-score FROM_MISSP_REPLYTO             1.000
 score FROM_NUMERIC_TLD               1.000
 score GAPPY_SALES_LEADS_FREEM        1.000
 score GB_FORGED_MUA_POSTFIX          1.000
@@ -280,7 +281,6 @@ score HDRS_LCASE_IMGONLY             0.1
 score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
 score HK_RCVD_IP_MULTICAST           1.000
-score HK_WIN                         1.000
 score HOSTED_IMG_DQ_UNSUB            1.000
 score HOSTED_IMG_MULTI               1.000
 score HTML_ENTITY_ASCII_TINY         1.000
@@ -293,10 +293,10 @@ score KHOP_HELO_FCRDNS               0.4
 score LINKEDIN_IMG_NOT_RCVD_LNKN     1.000
 score LIST_PRTL_PUMPDUMP             1.000
 score LIST_PRTL_SAME_USER            1.000
+score LOTTO_AGENT                    1.000
 score LUCRATIVE                      1.000
 score MALF_HTML_B64                  1.000
 score MALWARE_PASSWORD               1.000
-score MANY_HDRS_LCASE                0.100
 score MIME_NO_TEXT                   1.000
 score MONERO_DEADLINE                1.000
 score MONERO_EXTORT_01               1.000
@@ -346,9 +346,6 @@ score TAGSTAT_IMG_NOT_RCVD_TGST      1.0
 score TARINGANET_IMG_NOT_RCVD_TN     1.000
 score THIS_IS_ADV_SUSP_NTLD          1.000
 score TONLINE_FAKE_DKIM              1.000
-score TO_NO_BRKTS_MSFT               1.000
-score TO_NO_BRKTS_PCNT               1.000
-score TUMBLR_IMG_NOT_RCVD_TUMB       1.000
 score TW_GIBBERISH_MANY              1.000
 score UC_GIBBERISH_OBFU              1.000
 score UNICODE_OBFU_ZW                1.000

Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1898261&r1=1898260&r2=1898261&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Mon Feb 21 03:02:48 2022
@@ -6,150 +6,149 @@ score AC_BR_BONANZA                  0.0
 score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              2.999
 score AC_HTML_NONSENSE_TAGS          1.999
-score AC_SPAMMY_URI_PATTERNS8        2.647
+score AC_SPAMMY_URI_PATTERNS8        1.306
 score ADMITS_SPAM                    2.599
 score ADVANCE_FEE_2_NEW_FRM_MNY      2.499
-score ADVANCE_FEE_2_NEW_MONEY        1.713
-score ADVANCE_FEE_3_NEW              0.954
-score ADVANCE_FEE_3_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_3_NEW_MONEY        1.204
+score ADVANCE_FEE_2_NEW_MONEY        1.706
+score ADVANCE_FEE_3_NEW              0.753
+score ADVANCE_FEE_3_NEW_FRM_MNY      0.001 # force non-zero
+score ADVANCE_FEE_3_NEW_MONEY        1.133
 score ADVANCE_FEE_4_NEW              2.299
-score ADVANCE_FEE_4_NEW_FRM_MNY      0.627
+score ADVANCE_FEE_4_NEW_FRM_MNY      1.371
 score ADVANCE_FEE_4_NEW_MONEY        0.001
-score ADVANCE_FEE_5_NEW              1.142
+score ADVANCE_FEE_5_NEW              1.143
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        0.654
-score AD_PREFS                       0.001
-score ALIBABA_IMG_NOT_RCVD_ALI       2.499
-score AMAZON_IMG_NOT_RCVD_AMZN       2.142
-score APOSTROPHE_TOCC                0.001
+score ADVANCE_FEE_5_NEW_MONEY        0.655
+score AD_PREFS                       0.374
+score ALIBABA_IMG_NOT_RCVD_ALI       2.500
+score AMAZON_IMG_NOT_RCVD_AMZN       2.145
+score APOSTROPHE_TOCC                0.978
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score BIGNUM_EMAILS_FREEM            1.500
+score BIGNUM_EMAILS_FREEM            1.341
 score BIGNUM_EMAILS_MANY             2.999
-score BITCOIN_DEADLINE               0.003
-score BITCOIN_EXTORT_01              0.928
+score BITCOIN_DEADLINE               0.001
+score BITCOIN_EXTORT_01              0.922
 score BITCOIN_MALWARE                3.499
-score BITCOIN_ONAN                   0.719
-score BITCOIN_SPAM_02                1.577
-score BITCOIN_SPAM_05                0.592
+score BITCOIN_ONAN                   2.077
+score BITCOIN_SPAM_02                1.860
+score BITCOIN_SPAM_05                2.499
 score BITCOIN_SPAM_07                3.499
-score BITCOIN_XPRIO                  0.001 # force non-zero
-score BITCOIN_YOUR_INFO              1.411
-score BODY_EMPTY                     1.172
-score BODY_URI_ONLY                  0.496
-score BOGUS_MIME_VERSION             1.515
-score CK_HELO_GENERIC                0.001 # force non-zero
+score BITCOIN_XPRIO                  0.001
+score BITCOIN_YOUR_INFO              1.412
+score BODY_EMPTY                     1.297
+score BODY_URI_ONLY                  0.481
+score BOGUS_MIME_VERSION             1.525
+score CK_HELO_GENERIC                0.001
 score CONTENT_AFTER_HTML             2.499
 score CTE_8BIT_MISMATCH              0.001
-score DEAR_BENEFICIARY               1.773
+score DEAR_BENEFICIARY               1.852
 score DKIMWL_BL                      2.999
 score DKIMWL_WL_HIGH                 -0.001
-score DKIMWL_WL_MED                  -0.001 # force non-zero
+score DKIMWL_WL_MED                  -0.001
 score DKIMWL_WL_MEDHI                -0.698
 score DX_TEXT_03                     1.699
-score END_FUTURE_EMAILS              0.157
-score FAKE_REPLY_A1                  0.792
-score FAKE_REPLY_B                   2.675
-score FILL_THIS_FORM                 0.001
-score FONT_INVIS_DIRECT              0.359
+score END_FUTURE_EMAILS              0.030
+score FAKE_REPLY_A1                  0.381
+score FAKE_REPLY_B                   2.609
+score FILL_THIS_FORM                 0.001 # force non-zero
+score FONT_INVIS_DIRECT              0.447
 score FONT_INVIS_HTML_NOHTML         2.999
-score FONT_INVIS_LONG_LINE           1.700
-score FONT_INVIS_MSGID               0.553
-score FONT_INVIS_NORDNS              0.551
-score FONT_INVIS_POSTEXTRAS          2.902
-score FORGED_SPF_HELO                1.194
+score FONT_INVIS_LONG_LINE           1.698
+score FONT_INVIS_MSGID               0.551
+score FONT_INVIS_NORDNS              0.640
+score FONT_INVIS_POSTEXTRAS          2.901
+score FORGED_SPF_HELO                1.181
 score FORM_FRAUD                     0.999
-score FORM_FRAUD_3                   2.587
-score FORM_FRAUD_5                   0.434
-score FOUND_YOU                      2.955
+score FORM_FRAUD_3                   1.842
+score FORM_FRAUD_5                   0.533
+score FOUND_YOU                      3.199
 score FREEMAIL_FORGED_FROMDOMAIN     0.249
 score FROMSPACE                      3.499
-score FROM_2_EMAILS_SHORT            2.040
-score FROM_FMBLA_NEWDOM              1.499
+score FROM_2_EMAILS_SHORT            2.033
+score FROM_FMBLA_NEWDOM              1.500
 score FROM_FMBLA_NEWDOM14            0.999
 score FROM_FMBLA_NEWDOM28            0.799
 score FROM_GOV_DKIM_AU               -0.001
-score FROM_IN_TO_AND_SUBJ            1.899
+score FROM_IN_TO_AND_SUBJ            1.999
 score FROM_MISSPACED                 0.001
-score FROM_MISSP_EH_MATCH            0.626
+score FROM_MISSP_EH_MATCH            0.629
 score FROM_MISSP_FREEMAIL            0.001
 score FROM_MISSP_MSFT                0.001
-score FROM_MISSP_REPLYTO             0.001
 score FROM_MISSP_SPF_FAIL            0.001
 score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              1.892
-score FROM_NTLD_LINKBAIT             0.439
+score FROM_MULTI_NORDNS              1.894
+score FROM_NTLD_LINKBAIT             0.768
 score FROM_PAYPAL_SPOOF              0.001
 score FROM_SUSPICIOUS_NTLD           0.500
 score FROM_SUSPICIOUS_NTLD_FP        1.999
-score FROM_WSP_TRAIL                 2.399
+score FROM_WSP_TRAIL                 2.499
 score FSL_BULK_SIG                   1.250
-score FSL_CTYPE_WIN1251              0.001
+score FSL_CTYPE_WIN1251              0.001 # force non-zero
 score FSL_NEW_HELO_USER              0.001
 score FUZZY_AMAZON                   2.699
-score FUZZY_CLICK_HERE               0.191
+score FUZZY_CLICK_HERE               1.694
 score FUZZY_NORTON                   3.099
 score FUZZY_PAYPAL                   2.599
-score FUZZY_SECURITY                 1.183
-score FUZZY_WALLET                   3.199
+score FUZZY_SECURITY                 1.285
+score FUZZY_WALLET                   3.099
 score GAPPY_LOW_CONTRAST             2.499
-score GB_FAKE_RF_SHORT               0.591
+score GB_FAKE_RF_SHORT               0.606
 score GB_FREEMAIL_DISPTO             0.499
-score GOOG_REDIR_NORDNS              2.802
-score GOOG_STO_EMAIL_PHISH           0.868
+score GOOG_REDIR_NORDNS              2.800
+score GOOG_STO_EMAIL_PHISH           1.928
 score GOOG_STO_IMG_HTML              2.999
 score GOOG_STO_NOIMG_HTML            2.999
-score HAS_X_OUTGOING_SPAM_STAT       1.857
+score HAS_X_OUTGOING_SPAM_STAT       1.520
 score HDRS_MISSP                     2.499
 score HDR_ORDER_FTSDMCXX_DIRECT      0.001
 score HDR_ORDER_FTSDMCXX_NORDNS      0.001
-score HEADER_FROM_DIFFERENT_DOMAINS  0.250
+score HEADER_FROM_DIFFERENT_DOMAINS  0.249
 score HELO_NO_DOMAIN                 0.001
-score HK_LOTTO                       0.847
+score HK_LOTTO                       0.999
 score HK_NAME_FROM                   1.000
-score HK_NAME_MR_MRS                 0.075
+score HK_NAME_MR_MRS                 0.001
 score HK_RANDOM_ENVFROM              0.999
 score HK_RANDOM_FROM                 0.999
 score HK_RANDOM_REPLYTO              0.999
 score HK_SCAM                        0.001
 score HK_WIN                         0.999
-score HOSTED_IMG_DIRECT_MX           1.533
+score HOSTED_IMG_DIRECT_MX           1.884
 score HOSTED_IMG_FREEM               3.499
 score HOSTED_IMG_MULTI_PUB_01        2.999
-score HTML_ENTITY_ASCII              1.928
-score HTML_FONT_TINY_NORDNS          0.794
-score HTML_OFF_PAGE                  3.000
-score HTML_SINGLET_MANY              0.317
-score HTML_TAG_BALANCE_CENTER        2.469
+score HTML_ENTITY_ASCII              2.899
+score HTML_FONT_TINY_NORDNS          0.923
+score HTML_OFF_PAGE                  2.999
+score HTML_SINGLET_MANY              0.318
+score HTML_TAG_BALANCE_CENTER        2.470
 score HTML_TEXT_INVISIBLE_FONT       1.999
-score HTML_TEXT_INVISIBLE_STYLE      2.917
-score IMG_ONLY_FM_DOM_INFO           0.480
+score HTML_TEXT_INVISIBLE_STYLE      2.919
+score IMG_ONLY_FM_DOM_INFO           0.477
 score JH_SPAMMY_HEADERS              3.499
-score KHOP_HELO_FCRDNS               0.189
-score LONGLN_LOW_CONTRAST            2.500
-score LONG_HEX_URI                   0.224
-score LONG_IMG_URI                   1.412
+score KHOP_HELO_FCRDNS               0.188
+score LONGLN_LOW_CONTRAST            2.499
+score LONG_HEX_URI                   0.229
+score LONG_IMG_URI                   1.534
 score LONG_INVISIBLE_TEXT            1.951
-score LOTS_OF_MONEY                  0.009
-score LOTTO_AGENT                    0.933
+score LOTS_OF_MONEY                  0.010
+score LOTTO_AGENT                    1.136
 score LOTTO_DEPT                     0.001
-score MALWARE_NORDNS                 2.066
+score MALWARE_NORDNS                 2.594
 score MANY_SPAN_IN_TEXT              3.199
-score MILLION_HUNDRED                0.186
+score MILLION_HUNDRED                0.184
 score MIMEOLE_DIRECT_TO_MX           0.001
-score MIXED_AREA_CASE                1.567
-score MIXED_CENTER_CASE              2.499
-score MIXED_CTYPE_CASE               2.800
-score MIXED_ES                       2.715
-score MIXED_FONT_CASE                1.588
-score MIXED_HREF_CASE                0.824
+score MIXED_AREA_CASE                0.689
+score MIXED_CENTER_CASE              1.621
+score MIXED_CTYPE_CASE               2.799
+score MIXED_ES                       2.712
+score MIXED_FONT_CASE                1.803
+score MIXED_HREF_CASE                1.025
 score MIXED_IMG_CASE                 2.999
-score MONEY_FORM_SHORT               1.067
-score MONEY_FRAUD_3                  0.001
-score MONEY_FRAUD_5                  0.290
+score MONEY_FORM_SHORT               1.044
+score MONEY_FRAUD_3                  0.001 # force non-zero
+score MONEY_FRAUD_5                  0.291
 score MONEY_FRAUD_8                  0.001
 score MONEY_FREEMAIL_REPTO           0.001
-score MONEY_FROM_41                  1.834
+score MONEY_FROM_41                  1.996
 score MONEY_FROM_MISSP               1.999
 score MSMAIL_PRI_ABNORMAL            0.001
 score NAME_EMAIL_DIFF                0.001
@@ -157,91 +156,90 @@ score NICE_REPLY_A                   -0.
 score NORDNS_LOW_CONTRAST            0.001
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             0.789
-score ODD_FREEM_REPTO                2.278
+score NSL_RCVD_HELO_USER             0.937
+score ODD_FREEM_REPTO                2.189
 score PDS_BTC_ID                     0.499
 score PDS_BTC_MSGID                  0.001
 score PDS_DBL_URL_TNB_RUNON          1.999
 score PDS_FRNOM_TODOM_DBL_URL        1.499
-score PDS_FRNOM_TODOM_NAKED_TO       1.316
-score PDS_FROM_2_EMAILS_SHRTNER      0.671
-score PDS_FROM_NAME_TO_DOMAIN        1.678
+score PDS_FRNOM_TODOM_NAKED_TO       0.992
+score PDS_FROM_2_EMAILS_SHRTNER      0.790
+score PDS_FROM_NAME_TO_DOMAIN        2.000
 score PDS_HP_HELO_NORDNS             0.999
 score PDS_OTHER_BAD_TLD              1.999
-score PDS_PHPEXP_BOT                 0.662
-score PDS_PHP_EVAL                   1.336
+score PDS_PHPEXP_BOT                 1.127
+score PDS_PHP_EVAL                   1.480
 score PDS_RDNS_DYNAMIC_FP            0.001 # force non-zero
-score PDS_SHORTFWD_URISHRT_FP        0.381
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.140
-score PDS_TONAME_EQ_TOLOCAL_VSHORT   0.374
-score PDS_TO_EQ_FROM_NAME            2.250
+score PDS_SHORTFWD_URISHRT_FP        1.016
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.149
+score PDS_TONAME_EQ_TOLOCAL_VSHORT   0.999
+score PDS_TO_EQ_FROM_NAME            2.252
 score PHP_ORIG_SCRIPT                2.499
-score PHP_ORIG_SCRIPT_EVAL           3.000
-score PHP_SCRIPT                     1.440
+score PHP_ORIG_SCRIPT_EVAL           2.389
+score PHP_SCRIPT                     1.778
 score PP_MIME_FAKE_ASCII_TEXT        0.999
-score RAND_HEADER_LIST_SPOOF         2.996
-score RAND_HEADER_MANY               1.948
-score RAND_MKTG_HEADER               1.700
+score RAND_HEADER_LIST_SPOOF         2.997
+score RAND_HEADER_MANY               2.030
+score RAND_MKTG_HEADER               1.705
 score RCVD_IN_MSPIKE_H2              -0.001
-score RDNS_NUM_TLD_XM                0.334
+score RDNS_NUM_TLD_XM                0.484
 score REPLYTO_EMPTY                  3.099
 score REPTO_419_FRAUD_GM             0.001
-score SCC_BODY_URI_ONLY              0.833
-score SCC_ISEMM_LID_1                1.239
+score SCC_BODY_URI_ONLY              0.842
+score SCC_ISEMM_LID_1                1.093
 score SCRIPT_GIBBERISH               2.699
-score SENDGRID_REDIR                 0.025
+score SENDGRID_REDIR                 0.026
 score SERGIO_SUBJECT_VIAGRA01        4.299
 score SHOPIFY_IMG_NOT_RCVD_SFY       2.499
-score SHORTENED_URL_SRC              0.923
-score SHORTENER_SHORT_IMG            1.812
+score SHORTENED_URL_SRC              2.431
+score SHORTENER_SHORT_IMG            2.331
 score SHORT_SHORTNER                 1.999
-score SPOOFED_FREEMAIL               1.682
+score SPOOFED_FREEMAIL               1.694
 score SPOOFED_FREEMAIL_NO_RDNS       0.001
 score SPOOFED_FREEM_REPTO            2.499
-score SPOOF_GMAIL_MID                0.643
-score STATIC_XPRIO_OLE               1.716
+score SPOOF_GMAIL_MID                0.630
+score STATIC_XPRIO_OLE               1.714
 score SUSP_UTF8_WORD_COMBO           2.999
 score SUSP_UTF8_WORD_SUBJ            0.001
 score THIS_AD                        1.199
 score TO_EQ_FM_DIRECT_MX             0.001
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
-score TO_EQ_FM_HTML_ONLY             0.257
 score TO_EQ_FM_SPF_FAIL              0.001
-score TO_IN_SUBJ                     0.100
-score TO_NAME_SUBJ_NO_RDNS           2.999
-score TO_NO_BRKTS_FROM_MSSP          1.329
-score TO_NO_BRKTS_HTML_IMG           1.456
+score TO_IN_SUBJ                     0.099
+score TO_NAME_SUBJ_NO_RDNS           2.369
+score TO_NO_BRKTS_FROM_MSSP          1.327
+score TO_NO_BRKTS_HTML_IMG           1.445
 score TO_NO_BRKTS_HTML_ONLY          1.999
-score TO_NO_BRKTS_MSFT               0.001
 score TO_NO_BRKTS_NORDNS_HTML        0.001
 score TO_NO_BRKTS_PCNT               2.499
+score TUMBLR_IMG_NOT_RCVD_TUMB       0.292
 score TVD_RCVD_SPACE_BRACKET         2.899
 score UNDISC_FREEM                   3.499
 score UNDISC_MONEY                   3.499
-score UNICODE_OBFU_ASC               2.497
+score UNICODE_OBFU_ASC               2.498
 score UNSUB_GOOG_FORM                2.499
-score URI_AZURE_CLOUDAPP             2.295
+score URI_AZURE_CLOUDAPP             1.232
 score URI_DOTEDU                     1.999
 score URI_FIREBASEAPP                2.999
 score URI_GOOGLE_PROXY               2.499
-score URI_GOOG_STO_SPAMMY            0.857
-score URI_IN_URI_10                  3.291
-score URI_IN_URI_5                   1.870
-score URI_ONLY_MSGID_MALF            1.691
-score URI_PHISH                      3.629
+score URI_GOOG_STO_SPAMMY            2.906
+score URI_IN_URI_10                  3.599
+score URI_IN_URI_5                   1.869
+score URI_ONLY_MSGID_MALF            1.999
+score URI_PHISH                      3.632
 score URI_PHP_REDIR                  3.499
 score URI_TRY_3LD                    1.999
 score URI_WPADMIN                    1.999
 score URI_WP_HACKED                  3.499
 score URI_WP_HACKED_2                2.499
-score VFY_ACCT_NORDNS                2.948
-score WORD_INVIS                     0.452
+score VFY_ACCT_NORDNS                2.999
+score WORD_INVIS                     0.361
 score XFER_LOTSA_MONEY               0.999
 score XM_LIGHT_HEAVY                 2.499
-score XM_RANDOM                      1.422
+score XM_RANDOM                      1.434
 score XM_RECPTID                     2.999
 score XPRIO                          0.001
-score YOU_INHERIT                    2.024
+score YOU_INHERIT                    1.950
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -331,7 +329,6 @@ score LIST_PRTL_SAME_USER            1.0
 score LUCRATIVE                      1.000
 score MALF_HTML_B64                  1.000
 score MALWARE_PASSWORD               1.000
-score MANY_HDRS_LCASE                0.100
 score MIME_NO_TEXT                   1.000
 score MONERO_DEADLINE                1.000
 score MONERO_EXTORT_01               1.000
@@ -382,7 +379,6 @@ score TAGSTAT_IMG_NOT_RCVD_TGST      1.0
 score TARINGANET_IMG_NOT_RCVD_TN     1.000
 score THIS_IS_ADV_SUSP_NTLD          1.000
 score TONLINE_FAKE_DKIM              1.000
-score TUMBLR_IMG_NOT_RCVD_TUMB       1.000
 score TW_GIBBERISH_MANY              1.000
 score UC_GIBBERISH_OBFU              1.000
 score UNICODE_OBFU_ZW                1.000

Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1898261&r1=1898260&r2=1898261&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Mon Feb 21 03:02:48 2022
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 363916  51.076%  (99.739% of non-spam corpus)
-# Correctly spam:     268177  37.639%  (77.143% of spam corpus)
-# False positives:       954  0.134%  (0.261% of nonspam,  27869 weighted)
-# False negatives:     79458  11.152%  (22.857% of spam, 125943 weighted)
-# Average score for spam:  10.7    nonspam: 0.5
+# Correctly non-spam: 360762  51.264%  (99.737% of non-spam corpus)
+# Correctly spam:     263304  37.415%  (76.985% of spam corpus)
+# False positives:       950  0.135%  (0.263% of nonspam,  27403 weighted)
+# False negatives:     78715  11.185%  (23.015% of spam, 123733 weighted)
+# Average score for spam:  10.6    nonspam: 0.4
 # Average for false-pos:   6.1  false-neg: 1.6
-# TOTAL:              712505  100.00%
+# TOTAL:              703731  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  45408  99.83%
-# Correctly spam:      33070  76.29%
-# False positives:        76  0.17%
-# False negatives:     10275  23.71%
-# TCR(l=50): 3.079574  SpamRecall: 76.295%  SpamPrec: 99.771%
+# Correctly non-spam:  44954  99.75%
+# Correctly spam:      32561  76.39%
+# False positives:       112  0.25%
+# False negatives:     10063  23.61%
+# TCR(l=50): 2.721318  SpamRecall: 76.391%  SpamPrec: 99.657%
 
 ##### 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: 357595  98.01%
-# Correctly spam:     225826  64.96%
-# False positives:      7275  1.99%
-# False negatives:    121809  35.04%
-# TCR(l=50): 0.715948  SpamRecall: 64.961%  SpamPrec: 96.879%
+# Correctly non-spam: 354671  98.05%
+# Correctly spam:     220881  64.58%
+# False positives:      7041  1.95%
+# False negatives:    121138  35.42%
+# TCR(l=50): 0.722797  SpamRecall: 64.581%  SpamPrec: 96.911%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  44566  97.98%
-# Correctly spam:      28215  65.09%
-# False positives:       918  2.02%
-# False negatives:     15130  34.91%
-# TCR(l=50): 0.710224  SpamRecall: 65.094%  SpamPrec: 96.849%
+# Correctly non-spam:  44205  98.09%
+# Correctly spam:      27670  64.92%
+# False positives:       861  1.91%
+# False negatives:     14954  35.08%
+# TCR(l=50): 0.734846  SpamRecall: 64.916%  SpamPrec: 96.982%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1898261&r1=1898260&r2=1898261&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Mon Feb 21 03:02:48 2022
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 365073  51.098%  (99.753% of non-spam corpus)
-# Correctly spam:     315059  44.098%  (90.410% of spam corpus)
-# False positives:       905  0.127%  (0.247% of nonspam,  60578 weighted)
-# False negatives:     33420  4.678%  (9.590% of spam,  61574 weighted)
-# Average score for spam:  17.8    nonspam: -0.9
-# Average for false-pos:   7.0  false-neg: 1.8
-# TOTAL:              714457  100.00%
+# Correctly non-spam: 365070  51.098%  (99.752% of non-spam corpus)
+# Correctly spam:     314970  44.085%  (90.384% of spam corpus)
+# False positives:       908  0.127%  (0.248% of nonspam,  60747 weighted)
+# False negatives:     33508  4.690%  (9.616% of spam,  62091 weighted)
+# Average score for spam:  17.9    nonspam: -0.9
+# Average for false-pos:   7.0  false-neg: 1.9
+# TOTAL:              714456  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  45495  99.72%
-# Correctly spam:      39298  90.44%
-# False positives:       128  0.28%
-# False negatives:      4155  9.56%
-# TCR(l=50): 4.116817  SpamRecall: 90.438%  SpamPrec: 99.675%
+# Correctly non-spam:  45496  99.72%
+# Correctly spam:      39224  90.27%
+# False positives:       127  0.28%
+# False negatives:      4229  9.73%
+# TCR(l=50): 4.107477  SpamRecall: 90.268%  SpamPrec: 99.677%
 
 ##### 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: 365170  99.78%
-# Correctly spam:     264487  75.90%
+# Correctly spam:     264364  75.86%
 # False positives:       808  0.22%
-# False negatives:     83992  24.10%
-# TCR(l=50): 2.801458  SpamRecall: 75.898%  SpamPrec: 99.695%
+# False negatives:     84114  24.14%
+# TCR(l=50): 2.798705  SpamRecall: 75.862%  SpamPrec: 99.695%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  45518  99.77%
-# Correctly spam:      33062  76.09%
+# Correctly spam:      33080  76.13%
 # False positives:       105  0.23%
-# False negatives:     10391  23.91%
-# TCR(l=50): 2.778147  SpamRecall: 76.087%  SpamPrec: 99.683%
+# False negatives:     10373  23.87%
+# TCR(l=50): 2.781348  SpamRecall: 76.128%  SpamPrec: 99.684%