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Posted to commits@spamassassin.apache.org by sp...@apache.org on 2022/06/30 02:48:49 UTC

svn commit: r1902360 [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=1902360&r1=1902359&r2=1902360&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Thu Jun 30 02:48:49 2022
@@ -1,197 +1,202 @@
-# Using score set 0 logs for revision 1902303 from:
-# ham-ena-week0.r1902303.log ham-ena-week1.r1902303.log ham-ena-week2.r1902303.log ham-ena-week3.r1902303.log ham-ena-week4.r1902303.log ham-giovanni-ham.r1902303.log ham-giovanni-spammy.r1902303.log ham-giovanni-spam.r1902303.log ham-grenier.r1902303.log ham-hege.r1902303.log ham-jhardin.r1902303.log ham-llanga.r1902303.log ham-mmiroslaw-mails-ham.r1902303.log ham-mmiroslaw-mails-spam.r1902303.log ham-spamsponge.r1902303.log ham-thendrikx.r1902303.log ham-tsz-spam-corpus.r1902303.log spam-ena-week0.r1902303.log spam-ena-week1.r1902303.log spam-ena-week2.r1902303.log spam-ena-week3.r1902303.log spam-ena-week4.r1902303.log spam-giovanni-ham.r1902303.log spam-giovanni-spammy.r1902303.log spam-giovanni-spam.r1902303.log spam-grenier.r1902303.log spam-hege.r1902303.log spam-jhardin.r1902303.log spam-llanga.r1902303.log spam-mmiroslaw-mails-ham.r1902303.log spam-mmiroslaw-mails-spam.r1902303.log spam-spamsponge.r1902303.log spam-thendrikx.r1902303.log spam-tsz-spam-corpus.r1902303.log
+# Using score set 0 logs for revision 1902337 from:
+# ham-ena-week0.r1902337.log ham-ena-week1.r1902337.log ham-ena-week2.r1902337.log ham-ena-week3.r1902337.log ham-ena-week4.r1902337.log ham-giovanni-ham.r1902337.log ham-giovanni-spammy.r1902337.log ham-giovanni-spam.r1902337.log ham-grenier.r1902337.log ham-hege.r1902337.log ham-jhardin.r1902337.log ham-llanga.r1902337.log ham-mmiroslaw-mails-ham.r1902337.log ham-mmiroslaw-mails-spam.r1902337.log ham-spamsponge.r1902337.log ham-thendrikx.r1902337.log ham-tsz-spam-corpus.r1902337.log spam-ena-week0.r1902337.log spam-ena-week1.r1902337.log spam-ena-week2.r1902337.log spam-ena-week3.r1902337.log spam-ena-week4.r1902337.log spam-giovanni-ham.r1902337.log spam-giovanni-spammy.r1902337.log spam-giovanni-spam.r1902337.log spam-grenier.r1902337.log spam-hege.r1902337.log spam-jhardin.r1902337.log spam-llanga.r1902337.log spam-mmiroslaw-mails-ham.r1902337.log spam-mmiroslaw-mails-spam.r1902337.log spam-spamsponge.r1902337.log spam-thendrikx.r1902337.log spam-tsz-spam-corpus.r1902337.log
 
 score AC_BR_BONANZA                  0.001
 score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              2.996
 score AC_HTML_NONSENSE_TAGS          1.997
 score ADMITS_SPAM                    3.096
-score ADVANCE_FEE_2_NEW_FRM_MNY      0.877
+score ADVANCE_FEE_2_NEW_FRM_MNY      0.237
 score ADVANCE_FEE_2_NEW_MONEY        1.997
 score ADVANCE_FEE_3_NEW              3.496
-score ADVANCE_FEE_3_NEW_FRM_MNY      2.198
-score ADVANCE_FEE_3_NEW_MONEY        0.481
-score ADVANCE_FEE_4_NEW              2.297
-score ADVANCE_FEE_4_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_4_NEW_MONEY        1.278
-score ADVANCE_FEE_5_NEW              2.297
+score ADVANCE_FEE_3_NEW_FRM_MNY      2.197
+score ADVANCE_FEE_3_NEW_MONEY        0.541
+score ADVANCE_FEE_4_NEW              2.197
+score ADVANCE_FEE_4_NEW_FRM_MNY      0.001 # force non-zero
+score ADVANCE_FEE_4_NEW_MONEY        1.302
+score ADVANCE_FEE_5_NEW              2.298
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_5_NEW_MONEY        0.821
+score ADVANCE_FEE_5_NEW_MONEY        0.704
 score AD_PREFS                       0.498
 score ALIBABA_IMG_NOT_RCVD_ALI       2.497
 score AMAZON_IMG_NOT_RCVD_AMZN       2.497
 score APOSTROPHE_TOCC                0.998
 score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
-score AXB_X_FF_SEZ_S                 3.096
-score BIGNUM_EMAILS_FREEM            2.947
+score AXB_X_FF_SEZ_S                 3.196
+score BIGNUM_EMAILS_FREEM            2.999
 score BITCOIN_DEADLINE               2.996
-score BITCOIN_EXTORT_01              4.485
+score BITCOIN_EXTORT_01              4.495
 score BITCOIN_MALF_HTML              3.496
 score BITCOIN_ONAN                   2.996
-score BITCOIN_SPAM_01                1.829
-score BITCOIN_SPAM_02                2.109
+score BITCOIN_SPAM_01                1.305
+score BITCOIN_SPAM_02                2.104
 score BITCOIN_SPAM_03                2.497
-score BITCOIN_SPAM_09                1.366
-score BITCOIN_XPRIO                  2.292
+score BITCOIN_SPAM_09                0.001
+score BITCOIN_XPRIO                  2.295
 score BITCOIN_YOUR_INFO              2.996
-score BODY_EMAIL_419_FRAUD_GM        0.342
-score BODY_SINGLE_URI                0.001
+score BODY_EMAIL_419_FRAUD_GM        1.335
+score BODY_SINGLE_URI                0.198
 score BODY_SINGLE_WORD               0.001
-score BOGUS_MSM_HDRS                 1.232
+score BOGUS_MSM_HDRS                 0.934
 score CONTENT_AFTER_HTML             2.497
-score CONTENT_AFTER_HTML_WEAK        1.489
+score CONTENT_AFTER_HTML_WEAK        1.488
 score CTE_8BIT_MISMATCH              0.998
-score DEAR_BENEFICIARY               0.001 # force non-zero
-score ENCRYPTED_MESSAGE              -0.998
-score FILL_THIS_FORM                 0.938
-score FONT_INVIS_DIRECT              0.066
+score DEAR_BENEFICIARY               0.001
+score ENCRYPTED_MESSAGE              -0.999
+score FILL_THIS_FORM                 0.939
+score FONT_INVIS_DIRECT              0.095
 score FONT_INVIS_HTML_NOHTML         2.996
 score FONT_INVIS_LONG_LINE           2.996
-score FONT_INVIS_MSGID               1.941
-score FONT_INVIS_NORDNS              0.236
-score FONT_INVIS_POSTEXTRAS          1.651
+score FONT_INVIS_MSGID               1.933
+score FONT_INVIS_NORDNS              0.246
+score FONT_INVIS_POSTEXTRAS          1.287
 score FORM_FRAUD_5                   0.001
+score FOUND_YOU                      3.246
 score FREEMAIL_FORGED_FROMDOMAIN     0.248
 score FROM_2_EMAILS_SHORT            0.001
 score FROM_ADDR_WS                   2.996
-score FROM_MISSPACED                 1.997
-score FROM_MISSP_DYNIP               0.829
+score FROM_MISSPACED                 1.051
 score FROM_MISSP_EH_MATCH            1.997
-score FROM_MISSP_FREEMAIL            1.874
-score FROM_MISSP_MSFT                0.001
+score FROM_MISSP_FREEMAIL            1.872
+score FROM_MISSP_MSFT                0.001 # force non-zero
 score FROM_MISSP_TO_UNDISC           2.397
 score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              0.347
-score FROM_NTLD_LINKBAIT             0.803
-score FROM_NTLD_REPLY_FREEMAIL       1.348
+score FROM_MULTI_NORDNS              1.217
+score FROM_NTLD_LINKBAIT             1.999
+score FROM_NTLD_REPLY_FREEMAIL       1.477
 score FROM_SUSPICIOUS_NTLD           0.499
 score FROM_SUSPICIOUS_NTLD_FP        1.997
 score FSL_CTYPE_WIN1251              0.001
 score FSL_NEW_HELO_USER              0.001
 score FUZZY_AMAZON                   2.197
-score GB_BITCOIN_CP                  2.875
-score GB_BITCOIN_NH                  1.494
+score GB_BITCOIN_CP                  2.996
+score GB_BITCOIN_NH                  2.812
 score GB_FAKE_RF_SHORT               1.997
 score GB_FREEMAIL_DISPTO             0.498
 score GB_URI_FLEEK_STO_HTM           0.998
-score GOOG_REDIR_HTML_ONLY           1.997
-score GOOG_REDIR_NORDNS              2.604
+score GOOG_REDIR_HTML_ONLY           1.998
+score GOOG_REDIR_NORDNS              2.600
 score GOOG_STO_NOIMG_HTML            2.996
-score HAS_X_OUTGOING_SPAM_STAT       1.003
+score HAS_X_OUTGOING_SPAM_STAT       1.997
 score HDRS_LCASE_IMGONLY             0.098
 score HDRS_MISSP                     2.497
 score HDR_ORDER_FTSDMCXX_DIRECT      0.001
-score HDR_ORDER_FTSDMCXX_NORDNS      0.105
+score HDR_ORDER_FTSDMCXX_NORDNS      0.101
 score HEADER_FROM_DIFFERENT_DOMAINS  0.249
 score HELO_NO_DOMAIN                 0.001
 score HK_LOTTO                       0.001
-score HK_NAME_MR_MRS                 0.998
+score HK_NAME_MR_MRS                 0.999
 score HK_RANDOM_ENVFROM              0.998
 score HK_RANDOM_FROM                 0.998
 score HK_RANDOM_REPLYTO              0.998
-score HK_SCAM                        0.996
-score HOSTED_IMG_DIRECT_MX           3.496
+score HK_SCAM                        0.625
+score HOSTED_IMG_DIRECT_MX           3.497
 score HOSTED_IMG_FREEM               3.496
 score HOSTED_IMG_MULTI_PUB_01        2.996
 score HTML_ENTITY_ASCII              2.996
 score HTML_OFF_PAGE                  2.996
-score HTML_TAG_BALANCE_CENTER        2.296
-score HTML_TEXT_INVISIBLE_STYLE      1.882
+score HTML_TAG_BALANCE_CENTER        2.398
+score HTML_TEXT_INVISIBLE_STYLE      1.776
+score IMG_ONLY_FM_DOM_INFO           1.602
 score JH_SPAMMY_HEADERS              3.496
-score JH_SPAMMY_PATTERN01            2.778
-score LONG_HEX_URI                   2.672
-score LONG_IMG_URI                   1.691
-score LONG_INVISIBLE_TEXT            1.895
+score JH_SPAMMY_PATTERN01            1.588
+score LONG_HEX_URI                   2.668
+score LONG_IMG_URI                   1.931
+score LONG_INVISIBLE_TEXT            1.938
 score LOTS_OF_MONEY                  0.010
 score LOTTO_AGENT                    1.498
 score MANY_SPAN_IN_TEXT              3.995
-score MILLION_HUNDRED                0.690
-score MILLION_USD                    0.308
-score MIMEOLE_DIRECT_TO_MX           0.001 # force non-zero
-score MIXED_ES                       2.896
-score MIXED_FONT_CASE                1.437
-score MONEY_ATM_CARD                 1.180
-score MONEY_FORM                     0.001
-score MONEY_FORM_SHORT               0.279
-score MONEY_FRAUD_3                  3.096
-score MONEY_FRAUD_5                  0.001
+score MILLION_HUNDRED                1.232
+score MILLION_USD                    0.291
+score MIMEOLE_DIRECT_TO_MX           0.001
+score MIXED_ES                       2.997
+score MIXED_FONT_CASE                2.284
+score MIXED_IMG_CASE                 2.999
+score MONEY_ATM_CARD                 2.121
+score MONEY_FORM                     0.001 # force non-zero
+score MONEY_FORM_SHORT               0.292
+score MONEY_FRAUD_3                  2.996
+score MONEY_FRAUD_5                  0.001 # force non-zero
 score MONEY_FRAUD_8                  0.001
 score MONEY_FREEMAIL_REPTO           2.996
-score MONEY_FROM_41                  1.998
+score MONEY_FROM_41                  1.997
 score MONEY_FROM_MISSP               0.001
-score MSMAIL_PRI_ABNORMAL            1.216
+score MSMAIL_PRI_ABNORMAL            1.433
 score MSM_PRIO_REPTO                 2.497
-score NAME_EMAIL_DIFF                2.914
-score NICE_REPLY_A                   -0.001
-score NORDNS_LOW_CONTRAST            1.631
+score NAME_EMAIL_DIFF                2.898
+score NA_DOLLARS                     1.498
+score NICE_REPLY_A                   -3.995
+score NORDNS_LOW_CONTRAST            1.634
 score NO_FM_NAME_IP_HOSTN            0.001
 score NSL_RCVD_FROM_USER             0.001
 score NSL_RCVD_HELO_USER             2.896
-score NUMBEREND_LINKBAIT             0.359
-score OBFU_TEXT_ATTACH               1.399
-score ODD_FREEM_REPTO                2.996
+score NUMBEREND_LINKBAIT             0.632
+score OBFU_TEXT_ATTACH               0.842
+score ODD_FREEM_REPTO                2.997
 score PDS_BTC_ID                     0.498
 score PDS_BTC_MSGID                  0.001
 score PDS_DBL_URL_TNB_RUNON          1.997
-score PDS_NO_FULL_NAME_SPOOFED_URL   0.748
-score PDS_SHORT_SPOOFED_URL          1.915
-score PDS_TINYSUBJ_URISHRT           1.498
+score PDS_NO_FULL_NAME_SPOOFED_URL   0.749
+score PDS_SHORT_SPOOFED_URL          1.997
+score PDS_TINYSUBJ_URISHRT           1.090
 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
-score PHISHING_FREEMAIL              2.297
+score PHISHING_FREEMAIL              2.197
 score PHP_ORIG_SCRIPT                2.497
 score PHP_SCRIPT                     2.497
 score PP_MIME_FAKE_ASCII_TEXT        0.998
-score RAND_MKTG_HEADER               1.997
-score RATWARE_NO_RDNS                0.634
-score RDNS_NUM_TLD_XM                2.692
-score REPTO_419_FRAUD                2.997
+score RAND_MKTG_HEADER               1.998
+score RATWARE_NO_RDNS                1.598
+score RDNS_NUM_TLD_XM                1.537
+score REPTO_419_FRAUD                2.996
 score REPTO_419_FRAUD_GM             2.996
 score REPTO_419_FRAUD_GM_LOOSE       0.998
 score REPTO_INFONUMSCOM              2.996
-score SCC_BODY_SINGLE_WORD           0.001
+score SCC_BODY_SINGLE_WORD           0.001 # force non-zero
 score SCC_BODY_URI_ONLY              2.696
-score SCC_CANSPAM_2                  2.596
-score SCC_ISEMM_LID_1                1.881
+score SCC_CANSPAM_2                  2.497
+score SCC_ISEMM_LID_1                2.226
 score SCC_SPAMMERMID4                0.998
-score SCC_THREE_WORD_MONTY           3.196
+score SCC_THREE_WORD_MONTY           3.197
+score SCRIPT_GIBBERISH               2.297
 score SENDGRID_REDIR                 1.498
-score SERGIO_SUBJECT_VIAGRA01        3.612
-score SHOPIFY_IMG_NOT_RCVD_SFY       2.497
+score SERGIO_SUBJECT_VIAGRA01        3.859
+score SHOPIFY_IMG_NOT_RCVD_SFY       2.397
 score SHORTENED_URL_SRC              2.297
 score SHORTENER_SHORT_IMG            0.001
-score SHORT_IMG_SUSP_NTLD            0.888
+score SHORT_IMG_SUSP_NTLD            1.405
 score SHORT_SHORTNER                 1.997
 score STATIC_XPRIO_OLE               0.001
 score THIS_AD                        1.298
-score TONOM_EQ_TOLOC_SHRT_SHRTNER    0.902
-score TO_NAME_SUBJ_NO_RDNS           0.095
+score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.201
+score TO_NAME_SUBJ_NO_RDNS           0.001
 score TO_NO_BRKTS_FROM_MSSP          2.497
-score TO_NO_BRKTS_HTML_IMG           1.997
+score TO_NO_BRKTS_HTML_IMG           1.998
 score TO_NO_BRKTS_HTML_ONLY          1.997
-score TO_NO_BRKTS_NORDNS_HTML        1.296
+score TO_NO_BRKTS_NORDNS_HTML        1.306
 score TO_NO_BRKTS_PCNT               2.497
 score TVD_LONG_WORD5                 3.096
-score TVD_RCVD_SPACE_BRACKET         0.952
-score UNDISC_FREEM                   3.296
-score UNDISC_MONEY                   3.397
-score UNICODE_OBFU_ASC               2.497
-score URI_DOTEDU                     0.313
+score TVD_RCVD_SPACE_BRACKET         2.084
+score UNDISC_FREEM                   3.196
+score UNDISC_MONEY                   3.396
+score UNICODE_OBFU_ASC               2.498
+score URI_DOTEDU                     1.997
 score URI_FIREBASEAPP                2.996
-score URI_GOOGLE_PROXY               2.796
+score URI_GOOGLE_PROXY               2.696
+score URI_GOOG_STO_SPAMMY            2.996
 score URI_IN_URI_10                  3.096
-score URI_OBFU_DOM                   2.397
+score URI_OBFU_DOM                   2.297
 score URI_PHISH                      3.995
 score URI_PHP_REDIR                  3.496
-score URI_TRY_3LD                    1.933
+score URI_TRY_3LD                    1.936
 score URI_WPADMIN                    2.297
 score URI_WP_HACKED_2                2.497
 score WORD_INVIS_MANY                2.996
 score XFER_LOTSA_MONEY               0.001
-score XM_DIGITS_ONLY                 2.052
-score XM_RANDOM                      2.497
+score XM_DIGITS_ONLY                 0.478
+score XM_RANDOM                      2.498
 score XM_RECPTID                     2.996
 score XM_UC_ONLY                     2.497
-score YOUR_DELIVERY_ADDRESS          1.248
+score YOUR_DELIVERY_ADDRESS          1.249
 score AC_POST_EXTRAS                 1.000
 score AC_SPAMMY_URI_PATTERNS1        1.000
 score AC_SPAMMY_URI_PATTERNS10       1.000
@@ -241,9 +246,9 @@ score FBI_MONEY                      1.0
 score FBI_SPOOF                      1.000
 score FONT_INVIS_DOTGOV              1.000
 score FORM_FRAUD                     1.000
-score FOUND_YOU                      1.000
 score FREEM_FRNUM_UNICD_EMPTY        1.000
 score FRNAME_IN_MSG_XPRIO_NO_SUB     1.000
+score FROM_MISSP_REPLYTO             1.000
 score GAPPY_SALES_LEADS_FREEM        1.000
 score GB_FORGED_MUA_POSTFIX          1.000
 score GB_FREEMAIL_DISPTO_NOTFREEM    0.500
@@ -259,6 +264,7 @@ score GOOG_STO_HTML_PHISH_MANY       1.0
 score GOOG_STO_IMG_HTML              1.000
 score GOOG_STO_IMG_NOHTML            1.000
 score HAS_X_NO_RELAY                 1.000
+score HDRS_LCASE                     0.100
 score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
 score HK_RCVD_IP_MULTICAST           1.000
@@ -268,7 +274,6 @@ score HTML_ENTITY_ASCII_TINY         1.0
 score HTML_SHRT_CMNT_OBFU_MANY       1.000
 score HTML_SINGLET_MANY              1.000
 score HTML_TEXT_INVISIBLE_FONT       1.000
-score IMG_ONLY_FM_DOM_INFO           1.000
 score JH_SPAMMY_PATTERN02            1.000
 score KHOP_HELO_FCRDNS               0.400
 score LINKEDIN_IMG_NOT_RCVD_LNKN     1.000
@@ -282,7 +287,6 @@ score MIME_NO_TEXT                   1.0
 score MIXED_AREA_CASE                1.000
 score MIXED_CENTER_CASE              1.000
 score MIXED_HREF_CASE                1.000
-score MIXED_IMG_CASE                 1.000
 score MONERO_DEADLINE                1.000
 score MONERO_EXTORT_01               1.000
 score MONERO_MALWARE                 1.000
@@ -292,6 +296,7 @@ score MSGID_HDR_MALF                 1.0
 score NEWEGG_IMG_NOT_RCVD_NEGG       1.000
 score NEW_PRODUCTS                   1.000
 score OBFU_BITCOIN                   1.000
+score PDS_FROM_2_EMAILS              1.000
 score PHISH_AZURE_CLOUDAPP           3.500
 score PHISH_FBASEAPP                 1.000
 score PHP_NOVER_MUA                  1.000
@@ -330,6 +335,8 @@ score TONLINE_FAKE_DKIM              1.0
 score TO_EQ_FM_DIRECT_MX             1.000
 score TO_IN_SUBJ                     0.100
 score TO_NO_BRKTS_MSFT               1.000
+score TVD_SPACE_ENCODED              1.000
+score TVD_SPACE_RATIO_MINFP          1.000
 score TW_GIBBERISH_MANY              1.000
 score UC_GIBBERISH_OBFU              1.000
 score UNICODE_OBFU_ZW                1.000
@@ -339,7 +346,6 @@ score URI_AZURE_CLOUDAPP             1.0
 score URI_DASHGOVEDU                 1.000
 score URI_DATA                       1.000
 score URI_DOTEDU_ENTITY              1.000
-score URI_GOOG_STO_SPAMMY            3.000
 score URI_HEX_IP                     1.000
 score URI_IMG_WP_REDIR               1.000
 score URI_LONG_REPEAT                1.000

Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1902360&r1=1902359&r2=1902360&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Thu Jun 30 02:48:49 2022
@@ -2,225 +2,230 @@
 # ham-net-ena-week0.r1902241.log ham-net-ena-week1.r1902241.log ham-net-ena-week2.r1902241.log ham-net-ena-week3.r1902241.log ham-net-ena-week4.r1902241.log ham-net-giovanni-ham.r1902241.log ham-net-giovanni-spammy.r1902241.log ham-net-giovanni-spam.r1902241.log ham-net-grenier.r1902241.log ham-net-hege.r1902241.log ham-net-jhardin.r1902241.log ham-net-llanga.r1902241.log ham-net-mmiroslaw-mails-ham.r1902241.log ham-net-mmiroslaw-mails-spam.r1902241.log ham-net-spamsponge.r1902241.log ham-net-thendrikx.r1902241.log ham-net-tsz-spam-corpus.r1902241.log spam-net-ena-week0.r1902241.log spam-net-ena-week1.r1902241.log spam-net-ena-week2.r1902241.log spam-net-ena-week3.r1902241.log spam-net-ena-week4.r1902241.log spam-net-giovanni-ham.r1902241.log spam-net-giovanni-spammy.r1902241.log spam-net-giovanni-spam.r1902241.log spam-net-grenier.r1902241.log spam-net-hege.r1902241.log spam-net-jhardin.r1902241.log spam-net-llanga.r1902241.log spam-net-mmiroslaw-mails-ham.r1902241.log spam-net-mmi
 roslaw-mails-spam.r1902241.log spam-net-spamsponge.r1902241.log spam-net-thendrikx.r1902241.log spam-net-tsz-spam-corpus.r1902241.log
 
 score AC_BR_BONANZA                  0.001
-score AC_DIV_BONANZA                 0.001 # force non-zero
+score AC_DIV_BONANZA                 0.001
 score AC_FROM_MANY_DOTS              2.996
 score AC_HTML_NONSENSE_TAGS          1.997
 score ADMITS_SPAM                    2.896
-score ADVANCE_FEE_2_NEW_FRM_MNY      0.545
+score ADVANCE_FEE_2_NEW_FRM_MNY      0.209
 score ADVANCE_FEE_2_NEW_MONEY        1.997
 score ADVANCE_FEE_3_NEW              3.496
 score ADVANCE_FEE_3_NEW_FRM_MNY      2.197
 score ADVANCE_FEE_3_NEW_MONEY        0.001
-score ADVANCE_FEE_4_NEW              2.297
+score ADVANCE_FEE_4_NEW              2.299
 score ADVANCE_FEE_4_NEW_FRM_MNY      0.001
-score ADVANCE_FEE_4_NEW_MONEY        2.356
+score ADVANCE_FEE_4_NEW_MONEY        1.796
 score ADVANCE_FEE_5_NEW              2.297
 score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
 score ADVANCE_FEE_5_NEW_MONEY        0.001
-score AD_PREFS                       0.001
+score AD_PREFS                       0.001 # force non-zero
 score ALIBABA_IMG_NOT_RCVD_ALI       2.497
-score AMAZON_IMG_NOT_RCVD_AMZN       1.414
-score APOSTROPHE_TOCC                0.985
-score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
+score AMAZON_IMG_NOT_RCVD_AMZN       1.418
+score APOSTROPHE_TOCC                0.914
+score AXB_XMAILER_MIMEOLE_OL_024C2   0.001 # force non-zero
 score AXB_X_FF_SEZ_S                 3.096
-score BIGNUM_EMAILS_FREEM            1.667
+score BIGNUM_EMAILS_FREEM            1.257
+score BIGNUM_EMAILS_MANY             2.999
 score BITCOIN_DEADLINE               2.996
-score BITCOIN_EXTORT_01              3.004
-score BITCOIN_MALF_HTML              2.401
-score BITCOIN_MALWARE                3.496
+score BITCOIN_EXTORT_01              3.047
+score BITCOIN_MALF_HTML              2.418
 score BITCOIN_ONAN                   2.996
-score BITCOIN_PAY_ME                 0.575
-score BITCOIN_SPAM_01                2.238
-score BITCOIN_SPAM_02                1.325
-score BITCOIN_SPAM_03                2.320
-score BITCOIN_SPAM_05                1.753
-score BITCOIN_SPAM_09                1.490
+score BITCOIN_PAY_ME                 0.695
+score BITCOIN_SPAM_01                2.218
+score BITCOIN_SPAM_02                2.499
+score BITCOIN_SPAM_03                2.497
+score BITCOIN_SPAM_05                1.801
+score BITCOIN_SPAM_09                1.447
 score BITCOIN_XPRIO                  2.497
-score BITCOIN_YOUR_INFO              2.364
-score BODY_EMAIL_419_FRAUD_GM        0.995
+score BITCOIN_YOUR_INFO              2.551
+score BODY_EMAIL_419_FRAUD_GM        1.485
 score BODY_SINGLE_URI                0.001
 score BODY_SINGLE_WORD               0.001
-score BODY_URI_ONLY                  1.182
-score BOGUS_MSM_HDRS                 1.540
-score CONTENT_AFTER_HTML             0.873
+score BODY_URI_ONLY                  1.119
+score BOGUS_MSM_HDRS                 2.297
+score CONTENT_AFTER_HTML             0.438
 score CONTENT_AFTER_HTML_WEAK        1.498
 score CTE_8BIT_MISMATCH              0.001
 score DEAR_BENEFICIARY               0.001
-score DKIMWL_WL_HIGH                 -0.353
+score DKIMWL_WL_HIGH                 -0.359
 score DKIMWL_WL_MED                  -0.001
-score DKIMWL_WL_MEDHI                -0.259
-score ENCRYPTED_MESSAGE              -0.999
+score DKIMWL_WL_MEDHI                -0.199
+score ENCRYPTED_MESSAGE              -0.998
 score END_FUTURE_EMAILS              2.497
 score FILL_THIS_FORM                 0.001
 score FONT_INVIS_DIRECT              0.001
-score FONT_INVIS_HTML_NOHTML         2.996
+score FONT_INVIS_HTML_NOHTML         2.999
 score FONT_INVIS_LONG_LINE           2.996
 score FONT_INVIS_MSGID               0.001
-score FONT_INVIS_NORDNS              0.564
-score FONT_INVIS_POSTEXTRAS          0.425
-score FORGED_SPF_HELO                0.133
+score FONT_INVIS_NORDNS              1.449
+score FONT_INVIS_POSTEXTRAS          0.238
+score FORGED_SPF_HELO                0.118
 score FORM_FRAUD                     0.998
-score FORM_FRAUD_3                   2.291
+score FORM_FRAUD_3                   2.399
 score FORM_FRAUD_5                   0.001
-score FOUND_YOU                      1.966
-score FREEMAIL_FORGED_FROMDOMAIN     0.249
-score FROM_2_EMAILS_SHORT            1.889
+score FOUND_YOU                      1.967
+score FREEMAIL_FORGED_FROMDOMAIN     0.248
+score FROM_2_EMAILS_SHORT            2.861
 score FROM_ADDR_WS                   2.996
 score FROM_FMBLA_NEWDOM              1.498
 score FROM_FMBLA_NEWDOM14            0.998
 score FROM_FMBLA_NEWDOM28            0.798
-score FROM_GOV_DKIM_AU               -0.533
+score FROM_GOV_DKIM_AU               -0.796
 score FROM_MISSPACED                 0.001
-score FROM_MISSP_DYNIP               0.968
+score FROM_MISSP_DYNIP               0.955
 score FROM_MISSP_EH_MATCH            1.997
 score FROM_MISSP_FREEMAIL            0.001
 score FROM_MISSP_MSFT                0.001
+score FROM_MISSP_REPLYTO             2.143
 score FROM_MISSP_SPF_FAIL            0.001
-score FROM_MISSP_TO_UNDISC           0.203
+score FROM_MISSP_TO_UNDISC           0.204
 score FROM_MISSP_USER                0.001
-score FROM_MULTI_NORDNS              0.998
-score FROM_NTLD_LINKBAIT             0.001
-score FROM_NTLD_REPLY_FREEMAIL       1.007
-score FROM_PAYPAL_SPOOF              1.055
-score FROM_SUSPICIOUS_NTLD           0.499
+score FROM_MULTI_NORDNS              0.339
+score FROM_NTLD_LINKBAIT             0.937
+score FROM_NTLD_REPLY_FREEMAIL       0.409
+score FROM_PAYPAL_SPOOF              0.132
+score FROM_SUSPICIOUS_NTLD           0.498
 score FROM_SUSPICIOUS_NTLD_FP        1.997
 score FSL_BULK_SIG                   0.001
 score FSL_CTYPE_WIN1251              0.001
 score FSL_NEW_HELO_USER              0.001
 score FUZZY_AMAZON                   2.297
-score GB_BITCOIN_CP                  2.854
-score GB_BITCOIN_NH                  1.950
+score GB_BITCOIN_CP                  2.870
+score GB_BITCOIN_NH                  1.996
 score GB_FAKE_RF_SHORT               1.997
-score GB_FREEMAIL_DISPTO             0.498
-score GB_HASHBL_BTC                  2.499
-score GB_URI_FLEEK_STO_HTM           0.999
+score GB_FREEMAIL_DISPTO             0.167
+score GB_HASHBL_BTC                  2.500
+score GB_URI_FLEEK_STO_HTM           0.998
 score GOOG_REDIR_HTML_ONLY           1.997
-score GOOG_REDIR_NORDNS              3.119
+score GOOG_REDIR_NORDNS              3.125
 score GOOG_STO_NOIMG_HTML            2.996
-score HDRS_LCASE_IMGONLY             0.098
-score HDRS_MISSP                     1.517
-score HDR_ORDER_FTSDMCXX_DIRECT      1.711
-score HDR_ORDER_FTSDMCXX_NORDNS      3.439
-score HEADER_FROM_DIFFERENT_DOMAINS  0.249
+score HAS_X_OUTGOING_SPAM_STAT       0.001
+score HDRS_LCASE                     0.098
+score HDRS_LCASE_IMGONLY             0.099
+score HDRS_MISSP                     1.701
+score HDR_ORDER_FTSDMCXX_DIRECT      0.948
+score HDR_ORDER_FTSDMCXX_NORDNS      3.179
+score HEADER_FROM_DIFFERENT_DOMAINS  0.248
 score HELO_NO_DOMAIN                 0.001
 score HK_LOTTO                       0.001
 score HK_NAME_MR_MRS                 0.998
 score HK_RANDOM_ENVFROM              0.998
 score HK_RANDOM_FROM                 0.998
-score HK_RANDOM_REPLYTO              0.999
+score HK_RANDOM_REPLYTO              0.998
 score HK_SCAM                        0.001
 score HOSTED_IMG_DIRECT_MX           3.496
-score HOSTED_IMG_FREEM               2.013
+score HOSTED_IMG_FREEM               2.015
 score HOSTED_IMG_MULTI_PUB_01        2.996
 score HTML_OFF_PAGE                  2.996
-score HTML_SINGLET_MANY              1.599
+score HTML_SINGLET_MANY              1.603
 score HTML_TAG_BALANCE_CENTER        3.396
-score HTML_TEXT_INVISIBLE_FONT       1.248
-score HTML_TEXT_INVISIBLE_STYLE      2.182
+score HTML_TEXT_INVISIBLE_FONT       1.999
+score HTML_TEXT_INVISIBLE_STYLE      1.922
 score JH_SPAMMY_HEADERS              3.496
-score JH_SPAMMY_PATTERN01            1.192
+score JH_SPAMMY_PATTERN01            2.954
 score KHOP_HELO_FCRDNS               0.001 # force non-zero
-score LONG_HEX_URI                   1.524
-score LONG_IMG_URI                   1.845
-score LONG_INVISIBLE_TEXT            0.720
+score LONG_HEX_URI                   1.519
+score LONG_IMG_URI                   1.837
+score LONG_INVISIBLE_TEXT            0.725
 score LOTS_OF_MONEY                  0.010
 score LOTTO_AGENT                    1.498
-score MANY_SPAN_IN_TEXT              3.457
-score MILLION_HUNDRED                0.057
+score MANY_SPAN_IN_TEXT              3.469
+score MILLION_HUNDRED                0.054
 score MILLION_USD                    0.001
 score MIMEOLE_DIRECT_TO_MX           0.001
 score MIXED_ES                       1.698
-score MIXED_FONT_CASE                2.128
-score MONEY_ATM_CARD                 1.123
+score MIXED_FONT_CASE                0.441
+score MIXED_IMG_CASE                 2.439
+score MONEY_ATM_CARD                 1.589
 score MONEY_FORM                     0.001
 score MONEY_FORM_SHORT               0.001
 score MONEY_FRAUD_3                  2.896
 score MONEY_FRAUD_5                  0.001
 score MONEY_FRAUD_8                  0.001
-score MONEY_FREEMAIL_REPTO           1.991
+score MONEY_FREEMAIL_REPTO           1.985
 score MONEY_FROM_41                  1.997
 score MONEY_FROM_MISSP               0.001
-score MSMAIL_PRI_ABNORMAL            0.251
-score MSM_PRIO_REPTO                 2.409
-score NAME_EMAIL_DIFF                2.015
-score NICE_REPLY_A                   -0.001 # force non-zero
-score NORDNS_LOW_CONTRAST            1.439
-score NO_FM_NAME_IP_HOSTN            0.001
+score MSMAIL_PRI_ABNORMAL            0.553
+score MSM_PRIO_REPTO                 2.344
+score NAME_EMAIL_DIFF                0.001
+score NICE_REPLY_A                   -0.001
+score NORDNS_LOW_CONTRAST            1.442
+score NO_FM_NAME_IP_HOSTN            0.001 # force non-zero
 score NSL_RCVD_FROM_USER             0.001
-score NSL_RCVD_HELO_USER             1.487
-score NUMBEREND_LINKBAIT             0.303
-score OBFU_TEXT_ATTACH               0.708
-score ODD_FREEM_REPTO                2.925
+score NSL_RCVD_HELO_USER             1.489
+score NUMBEREND_LINKBAIT             0.727
+score OBFU_TEXT_ATTACH               1.599
+score ODD_FREEM_REPTO                2.542
 score PDS_BTC_ID                     0.498
-score PDS_BTC_MSGID                  0.749
+score PDS_BTC_MSGID                  0.001
 score PDS_DBL_URL_TNB_RUNON          1.997
-score PDS_HELO_SPF_FAIL              0.001
+score PDS_FROM_2_EMAILS              3.496
+score PDS_HELO_SPF_FAIL              0.201
 score PDS_TINYSUBJ_URISHRT           0.001
-score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
+score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999
 score PHISHING_FREEMAIL              2.297
-score PHP_ORIG_SCRIPT                1.860
+score PHP_ORIG_SCRIPT                1.861
 score PHP_SCRIPT                     2.497
-score PP_MIME_FAKE_ASCII_TEXT        0.280
+score PP_MIME_FAKE_ASCII_TEXT        0.281
 score RAND_MKTG_HEADER               1.997
-score RATWARE_NO_RDNS                0.363
+score RATWARE_NO_RDNS                2.640
 score RCVD_IN_MSPIKE_H2              -0.001
-score RDNS_NUM_TLD_XM                0.847
+score RDNS_NUM_TLD_XM                0.316
 score REPTO_419_FRAUD                2.996
 score REPTO_419_FRAUD_GM             2.996
-score REPTO_419_FRAUD_GM_LOOSE       0.998
+score REPTO_419_FRAUD_GM_LOOSE       0.999
 score REPTO_INFONUMSCOM              2.996
-score SCC_BODY_SINGLE_WORD           0.001 # force non-zero
-score SCC_BODY_URI_ONLY              2.687
+score SCC_BODY_SINGLE_WORD           0.001
+score SCC_BODY_URI_ONLY              2.685
 score SCC_CANSPAM_2                  2.497
-score SCC_ISEMM_LID_1                1.779
+score SCC_ISEMM_LID_1                2.940
 score SCC_SPAMMERMID4                0.998
-score SCC_THREE_WORD_MONTY           3.017
+score SCC_THREE_WORD_MONTY           3.013
 score SENDGRID_REDIR                 1.498
-score SERGIO_SUBJECT_VIAGRA01        2.987
-score SHOPIFY_IMG_NOT_RCVD_SFY       1.595
+score SERGIO_SUBJECT_VIAGRA01        2.969
+score SHOPIFY_IMG_NOT_RCVD_SFY       2.029
 score SHORTENED_URL_SRC              2.297
 score SHORTENER_SHORT_IMG            0.001
-score SHORT_IMG_SUSP_NTLD            0.178
+score SHORT_IMG_SUSP_NTLD            0.573
 score SHORT_SHORTNER                 1.997
-score SPOOFED_FREEMAIL               1.709
-score SPOOFED_FREEMAIL_NO_RDNS       0.001
-score SPOOFED_FREEM_REPTO            1.789
+score SPOOFED_FREEMAIL               1.797
+score SPOOFED_FREEMAIL_NO_RDNS       0.001 # force non-zero
+score SPOOFED_FREEM_REPTO            1.699
 score SPOOF_GMAIL_MID                0.001
 score STATIC_XPRIO_OLE               0.001
-score THIS_AD                        1.299
-score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.499
+score THIS_AD                        1.298
+score TONOM_EQ_TOLOC_SHRT_SHRTNER    1.498
 score TO_EQ_FM_DOM_SPF_FAIL          0.001
 score TO_EQ_FM_SPF_FAIL              0.001
 score TO_NAME_SUBJ_NO_RDNS           0.001
 score TO_NO_BRKTS_FROM_MSSP          2.497
-score TO_NO_BRKTS_HTML_IMG           1.998
+score TO_NO_BRKTS_HTML_IMG           1.997
 score TO_NO_BRKTS_HTML_ONLY          1.997
-score TO_NO_BRKTS_NORDNS_HTML        1.203
+score TO_NO_BRKTS_NORDNS_HTML        1.204
 score TO_NO_BRKTS_PCNT               2.497
 score TVD_LONG_WORD5                 2.996
-score TVD_RCVD_SPACE_BRACKET         1.351
-score UNDISC_FREEM                   2.433
-score UNDISC_MONEY                   2.378
-score UNICODE_OBFU_ASC               2.498
+score TVD_RCVD_SPACE_BRACKET         2.405
+score UNDISC_FREEM                   2.448
+score UNDISC_MONEY                   2.210
+score UNICODE_OBFU_ASC               2.497
 score URI_DOTEDU                     1.997
 score URI_FIREBASEAPP                2.996
 score URI_GOOGLE_PROXY               2.696
 score URI_GOOG_STO_SPAMMY            2.996
 score URI_IN_URI_10                  2.896
 score URI_OBFU_DOM                   2.297
-score URI_ONLY_MSGID_MALF            1.106
+score URI_ONLY_MSGID_MALF            1.120
 score URI_PHISH                      2.378
-score URI_PHP_REDIR                  2.949
-score URI_TRY_3LD                    0.655
+score URI_PHP_REDIR                  3.168
+score URI_TRY_3LD                    0.658
 score URI_WPADMIN                    2.297
 score URI_WP_HACKED                  3.496
-score URI_WP_HACKED_2                1.881
+score URI_WP_HACKED_2                1.805
 score WORD_INVIS_MANY                2.996
 score XFER_LOTSA_MONEY               0.001
-score XM_DIGITS_ONLY                 2.636
+score XM_DIGITS_ONLY                 0.170
 score XM_RANDOM                      0.001
-score XM_RECPTID                     2.996
-score XM_UC_ONLY                     0.701
+score XM_RECPTID                     2.997
+score XM_UC_ONLY                     0.710
 score XPRIO                          0.001
 score YOUR_DELIVERY_ADDRESS          1.248
 score AC_POST_EXTRAS                 1.000
@@ -238,10 +243,10 @@ score ADVANCE_FEE_2_NEW_FORM         1.0
 score APP_DEVELOPMENT_FREEM          1.000
 score APP_DEVELOPMENT_NORDNS         1.000
 score BEBEE_IMG_NOT_RCVD_BB          1.000
-score BIGNUM_EMAILS_MANY             1.000
 score BITCOIN_BOMB                   1.000
 score BITCOIN_EXTORT_02              1.000
 score BITCOIN_IMGUR                  1.000
+score BITCOIN_MALWARE                1.000
 score BITCOIN_OBFU_SUBJ              1.000
 score BITCOIN_SPAM_04                1.000
 score BITCOIN_SPAM_06                1.000
@@ -292,7 +297,6 @@ score GOOG_STO_HTML_PHISH_MANY       1.0
 score GOOG_STO_IMG_HTML              1.000
 score GOOG_STO_IMG_NOHTML            1.000
 score HAS_X_NO_RELAY                 1.000
-score HAS_X_OUTGOING_SPAM_STAT       1.000
 score HEXHASH_WORD                   1.000
 score HK_CTE_RAW                     1.000
 score HK_RCVD_IP_MULTICAST           1.000
@@ -314,7 +318,6 @@ score MIME_NO_TEXT                   1.0
 score MIXED_AREA_CASE                1.000
 score MIXED_CENTER_CASE              1.000
 score MIXED_HREF_CASE                1.000
-score MIXED_IMG_CASE                 1.000
 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=1902360&r1=1902359&r2=1902360&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Thu Jun 30 02:48:49 2022
@@ -1,40 +1,40 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 287298  45.767%  (99.623% of non-spam corpus)
-# Correctly spam:     259687  41.368%  (76.523% of spam corpus)
-# False positives:      1087  0.173%  (0.377% of nonspam,  43886 weighted)
-# False negatives:     79671  12.692%  (23.477% of spam, 150027 weighted)
-# Average score for spam:  12.5    nonspam: 0.7
-# Average for false-pos:   6.9  false-neg: 1.9
-# TOTAL:              627743  100.00%
+# Correctly non-spam: 291304  46.161%  (99.632% of non-spam corpus)
+# Correctly spam:     258312  40.933%  (76.269% of spam corpus)
+# False positives:      1076  0.171%  (0.368% of nonspam,  37504 weighted)
+# False negatives:     80372  12.736%  (23.731% of spam, 153958 weighted)
+# Average score for spam:  12.7    nonspam: 0.5
+# Average for false-pos:   6.0  false-neg: 1.9
+# TOTAL:              631064  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  35922  99.64%
-# Correctly spam:      32400  76.60%
-# False positives:       131  0.36%
-# False negatives:      9897  23.40%
-# TCR(l=50): 2.571715  SpamRecall: 76.601%  SpamPrec: 99.597%
+# Correctly non-spam:  36387  99.66%
+# Correctly spam:      32292  76.47%
+# False positives:       125  0.34%
+# False negatives:      9936  23.53%
+# TCR(l=50): 2.608921  SpamRecall: 76.471%  SpamPrec: 99.614%
 
 ##### 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: 279075  96.77%
-# Correctly spam:     241097  71.05%
-# False positives:      9310  3.23%
-# False negatives:     98261  28.95%
-# TCR(l=50): 0.601954  SpamRecall: 71.045%  SpamPrec: 96.282%
+# Correctly non-spam: 283125  96.83%
+# Correctly spam:     239564  70.73%
+# False positives:      9255  3.17%
+# False negatives:     99120  29.27%
+# TCR(l=50): 0.602780  SpamRecall: 70.734%  SpamPrec: 96.280%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  34949  96.94%
-# Correctly spam:      30090  71.14%
-# False positives:      1104  3.06%
-# False negatives:     12207  28.86%
-# TCR(l=50): 0.627487  SpamRecall: 71.140%  SpamPrec: 96.461%
+# Correctly non-spam:  35404  96.97%
+# Correctly spam:      30008  71.06%
+# False positives:      1108  3.03%
+# False negatives:     12220  28.94%
+# TCR(l=50): 0.624490  SpamRecall: 71.062%  SpamPrec: 96.439%

Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1902360&r1=1902359&r2=1902360&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Thu Jun 30 02:48:49 2022
@@ -1,23 +1,23 @@
 ##### WITH NEW RULES AND SCORES #####
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam: 286135  45.599%  (99.491% of non-spam corpus)
-# Correctly spam:     286415  45.643%  (84.262% of spam corpus)
-# False positives:      1463  0.233%  (0.509% of nonspam, 120282 weighted)
-# False negatives:     53494  8.525%  (15.738% of spam, 118376 weighted)
-# Average score for spam:  19.9    nonspam: -0.6
-# Average for false-pos:   7.0  false-neg: 2.2
-# TOTAL:              627507  100.00%
+# Correctly non-spam: 286140  45.600%  (99.493% of non-spam corpus)
+# Correctly spam:     286543  45.664%  (84.300% of spam corpus)
+# False positives:      1458  0.232%  (0.507% of nonspam, 119564 weighted)
+# False negatives:     53364  8.504%  (15.700% of spam, 117808 weighted)
+# Average score for spam:  20.4    nonspam: -0.6
+# Average for false-pos:   6.9  false-neg: 2.2
+# TOTAL:              627505  100.00%
 
 Reading scores from "tmprules"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
-# Correctly non-spam:  35773  99.49%
-# Correctly spam:      35780  84.49%
-# False positives:       183  0.51%
-# False negatives:      6569  15.51%
-# TCR(l=50): 2.694128  SpamRecall: 84.488%  SpamPrec: 99.491%
+# Correctly non-spam:  35772  99.49%
+# Correctly spam:      35775  84.48%
+# False positives:       184  0.51%
+# False negatives:      6574  15.52%
+# TCR(l=50): 2.684734  SpamRecall: 84.477%  SpamPrec: 99.488%
 
 ##### 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: 286262  99.54%
-# Correctly spam:     241045  70.91%
+# Correctly spam:     241048  70.92%
 # False positives:      1336  0.46%
-# False negatives:     98864  29.09%
-# TCR(l=50): 2.051798  SpamRecall: 70.915%  SpamPrec: 99.449%
+# False negatives:     98859  29.08%
+# TCR(l=50): 2.051847  SpamRecall: 70.916%  SpamPrec: 99.449%
 Reading scores from "../rules-base"...
 Reading per-message hit stat logs and scores...
 
 # SUMMARY for threshold 5.0:
 # Correctly non-spam:  35788  99.53%
-# Correctly spam:      30050  70.96%
+# Correctly spam:      30088  71.05%
 # False positives:       168  0.47%
-# False negatives:     12299  29.04%
-# TCR(l=50): 2.045944  SpamRecall: 70.958%  SpamPrec: 99.444%
+# False negatives:     12261  28.95%
+# TCR(l=50): 2.049707  SpamRecall: 71.048%  SpamPrec: 99.445%