Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916475&r1=1916474&r2=1916475&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Mar 22 02:50:46 2024
@@ -1,218 +1,217 @@
-# Using score set 0 logs for revision 1916439 from:
-# ham-ena-week0.r1916439.log ham-ena-week1.r1916439.log ham-ena-week2.r1916439.log ham-ena-week3.r1916439.log ham-ena-week4.r1916439.log ham-giovanni-ham.r1916439.log ham-giovanni-spammy.r1916439.log ham-giovanni-spam.r1916439.log ham-grenier.r1916439.log ham-hege.r1916439.log ham-jhardin.r1916439.log ham-llanga.r1916439.log ham-mmiroslaw-mails-ham.r1916439.log ham-mmiroslaw-mails-spam.r1916439.log ham-spamsponge.r1916439.log ham-tsz-corpus.r1916439.log ham-whyscream.r1916439.log spam-ena-week0.r1916439.log spam-ena-week1.r1916439.log spam-ena-week2.r1916439.log spam-ena-week3.r1916439.log spam-ena-week4.r1916439.log spam-giovanni-ham.r1916439.log spam-giovanni-spammy.r1916439.log spam-giovanni-spam.r1916439.log spam-grenier.r1916439.log spam-hege.r1916439.log spam-jhardin.r1916439.log spam-llanga.r1916439.log spam-mmiroslaw-mails-ham.r1916439.log spam-mmiroslaw-mails-spam.r1916439.log spam-spamsponge.r1916439.log spam-tsz-corpus.r1916439.log spam-whyscream.r1916439.log
+# Using score set 0 logs for revision 1916461 from:
+# ham-ena-week0.r1916461.log ham-ena-week1.r1916461.log ham-ena-week2.r1916461.log ham-ena-week3.r1916461.log ham-ena-week4.r1916461.log ham-giovanni-ham.r1916461.log ham-giovanni-spammy.r1916461.log ham-giovanni-spam.r1916461.log ham-grenier.r1916461.log ham-hege.r1916461.log ham-jhardin.r1916461.log ham-llanga.r1916461.log ham-mmiroslaw-mails-ham.r1916461.log ham-mmiroslaw-mails-spam.r1916461.log ham-spamsponge.r1916461.log ham-tsz-corpus.r1916461.log ham-whyscream.r1916461.log spam-ena-week0.r1916461.log spam-ena-week1.r1916461.log spam-ena-week2.r1916461.log spam-ena-week3.r1916461.log spam-ena-week4.r1916461.log spam-giovanni-ham.r1916461.log spam-giovanni-spammy.r1916461.log spam-giovanni-spam.r1916461.log spam-grenier.r1916461.log spam-hege.r1916461.log spam-jhardin.r1916461.log spam-llanga.r1916461.log spam-mmiroslaw-mails-ham.r1916461.log spam-mmiroslaw-mails-spam.r1916461.log spam-spamsponge.r1916461.log spam-tsz-corpus.r1916461.log spam-whyscream.r1916461.log
-score ACCT_PHISHING_MANY 2.755
+score ACCT_PHISHING_MANY 2.340
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.378
+score ADMITS_SPAM 3.099
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.566
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.004
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.677
-score ADVANCE_FEE_3_NEW_MONEY 0.193
-score ADVANCE_FEE_4_NEW 2.499
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.605
+score ADVANCE_FEE_3_NEW 2.997
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.699
+score ADVANCE_FEE_3_NEW_MONEY 0.038
+score ADVANCE_FEE_4_NEW 2.501
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.316
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.491
-score AD_PREFS 0.029
+score ADVANCE_FEE_5_NEW_MONEY 0.496
+score AD_PREFS 0.416
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.199
+score AXB_X_FF_SEZ_S 3.299
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 2.806
-score BITCOIN_EXTORT_01 1.850
-score BITCOIN_MALWARE 2.360
-score BITCOIN_ONAN 2.643
+score BITCOIN_DEADLINE 2.130
+score BITCOIN_EXTORT_01 4.748
+score BITCOIN_MALWARE 2.343
+score BITCOIN_ONAN 1.820
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_03 2.500
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.001
+score BITCOIN_VISTA 2.388
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.398
+score BODY_SINGLE_URI 1.072
score BODY_URI_ONLY 2.999
-score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.512
-score CK_HELO_GENERIC 0.249
+score BOGUS_MIME_VERSION 3.500
+score BOGUS_MSM_HDRS 2.030
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
-score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 3.459
-score DEAR_BENEFICIARY 3.499
+score CTE_8BIT_MISMATCH 1.000
+score DATE_IN_FUTURE_Q_PLUS 2.636
+score DEAR_BENEFICIARY 1.802
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 2.000
-score FBI_MONEY 0.269
-score FBI_SPOOF 1.715
-score FILL_THIS_FORM 0.484
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FBI_MONEY 1.509
+score FBI_SPOOF 1.999
+score FILL_THIS_FORM 0.479
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_LONG_LINE 3.000
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.652
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.858
+score FONT_INVIS_POSTEXTRAS 2.653
+score FORM_FRAUD 0.954
+score FORM_FRAUD_3 2.460
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.650
-score FROM_MISSP_EH_MATCH 1.191
+score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_EH_MATCH 0.899
score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.001
+score FROM_MISSP_PHISH 0.198
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.037
-score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_TO_UNDISC 2.677
+score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.464
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 1.502
+score FROM_UNBAL2 2.399
+score FROM_WSP_TRAIL 1.399
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.399
-score FUZZY_IMPORTANT 1.882
+score FUZZY_CLICK_HERE 3.499
+score FUZZY_IMPORTANT 1.905
score FUZZY_PRIVACY 2.699
-score FUZZY_SECURITY 2.900
+score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.697
-score GB_CUSTOM_HTM_URI 1.035
-score GB_FAKE_RF_SHORT 1.938
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_MALWARE_DNLD 4.775
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.499
-score GOOG_STO_IMG_HTML 2.500
+score GB_BITCOIN_CP 1.761
+score GB_CUSTOM_HTM_URI 1.036
+score GB_FAKE_RF_SHORT 1.928
+score GB_FREEMAIL_DISPTO 0.001
+score GOOG_MALWARE_DNLD 4.900
+score GOOG_REDIR_HTML_ONLY 2.000
+score GOOG_REDIR_NORDNS 2.496
+score GOOG_STO_IMG_HTML 2.502
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.001
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 0.220
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.305
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 1.914
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.315
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 0.999
+score HK_NAME_FM_MR_MRS 1.312
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.900
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.001 # force non-zero
-score HK_WIN 0.741
-score HOSTED_IMG_DIRECT_MX 3.500
-score HOSTED_IMG_FREEM 1.363
+score HK_SCAM 0.001
+score HK_WIN 0.145
+score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_FREEM 1.359
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.499
+score HTML_SINGLET_MANY 2.500
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.184
-score HTML_TEXT_INVISIBLE_STYLE 0.799
+score HTML_TEXT_INVISIBLE_FONT 1.190
+score HTML_TEXT_INVISIBLE_STYLE 1.079
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.899
score KHOP_HELO_FCRDNS 0.399
+score KHOP_UNSUB_EMAIL 2.499
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.500
+score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.149
-score LONG_INVISIBLE_TEXT 1.787
+score LONG_IMG_URI 0.001
+score LONG_INVISIBLE_TEXT 1.786
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.487
-score MALWARE_NORDNS 3.091
-score MANY_SUBDOM 3.299
-score MAY_BE_FORGED 1.899
+score MALFORMED_FREEMAIL 1.490
+score MALWARE_NORDNS 0.902
+score MANY_SUBDOM 3.199
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 2.000
+score MIXED_ES 1.999
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.001
+score MONEY_ATM_CARD 0.001 # force non-zero
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.999
+score MONEY_FRAUD_3 2.429
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.845
+score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.001
+score MONEY_FROM_MISSP 0.001 # force non-zero
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.981
+score MSGID_NOFQDN1 0.998
score NA_DOLLARS 0.001
-score NICE_REPLY_A -4.425
-score NORDNS_LOW_CONTRAST 0.001 # force non-zero
+score NICE_REPLY_A -3.094
+score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BRAND_SUBJ_NAKED_TO 0.999
+score PDS_BRAND_SUBJ_NAKED_TO 1.000
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_MSGID 0.246
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 1.429
-score PDS_FROM_NAME_TO_DOMAIN 0.713
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.661
+score PDS_FROM_2_EMAILS 0.352
+score PDS_FROM_NAME_TO_DOMAIN 1.696
score PDS_HP_HELO_NORDNS 0.999
score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.499
+score PHP_SCRIPT 2.500
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.785
-score REPTO_419_FRAUD_GM 1.152
+score RATWARE_NO_RDNS 0.333
+score REPTO_419_FRAUD_GM 1.156
score RISK_FREE 2.599
-score SCC_BOGUS_CTE_1 3.485
-score SCC_CANSPAM_1 3.199
-score SCC_CANSPAM_2 2.931
+score SCC_BOGUS_CTE_1 2.663
+score SCC_CANSPAM_1 2.884
+score SCC_CANSPAM_2 2.316
score SCC_ISEMM_LID_1B 1.499
score SCC_SPAMMER_ADDR_2 3.599
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
-score SHORTENER_SHORT_IMG 0.001 # force non-zero
-score SHORT_IMG_SUSP_NTLD 0.305
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENER_SHORT_IMG 0.001
+score SHORT_IMG_SUSP_NTLD 0.757
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.356
+score SPOOFED_FREEMAIL_NO_RDNS 0.349
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.423
+score STATIC_XPRIO_OLE 1.002
score STY_INVIS_DIRECT 2.499
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.661
+score SUSP_UTF8_WORD_COMBO 1.850
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.499
-score SUSP_UTF8_WORD_SUBJ 1.589
-score TEQF_USR_POLITE 1.999
-score THIS_AD 1.929
-score THIS_IS_ADV_SUSP_NTLD 0.066
+score SUSP_UTF8_WORD_MANY 1.197
+score SUSP_UTF8_WORD_SUBJ 1.704
+score TEQF_USR_POLITE 2.000
+score THIS_AD 1.944
+score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.874
+score TO_NAME_SUBJ_NO_RDNS 2.999
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_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 2.000
+score TO_NO_BRKTS_MSFT 1.145
+score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_DOLLARS_US 1.487
+score TVD_DOLLARS_US 2.297
score TVD_FROM_1 0.999
score TVD_PH_7 2.699
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.577
-score UNDISC_FREEM 2.699
+score TVD_SPACE_RATIO_MINFP 1.298
+score UC_GIBBERISH_OBFU 1.636
+score UNDISC_FREEM 2.799
score UNDISC_MONEY 2.999
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
@@ -220,26 +219,26 @@ score URI_CLOUDFLAREIPFS 2.5
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.134
-score URI_PHISH 2.757
+score URI_IMG_CWINDOWSNET 3.139
+score URI_PHISH 2.543
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
+score URI_WP_HACKED 3.500
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.595
-score VISTA_COST 1.030
-score VISTA_TONOM_EQ_TOLOC 2.500
-score WORD_INVIS 1.579
+score VFY_ACCT_NORDNS 2.818
+score VISTA_COST 0.504
+score VISTA_TONOM_EQ_TOLOC 2.499
+score WORD_INVIS 1.580
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.502
-score XPRIO_SHORT_SUBJ 2.065
+score XPRIO 0.501
+score XPRIO_SHORT_SUBJ 2.499
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.361
+score YOU_INHERIT 1.331
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -320,7 +319,6 @@ 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 MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -379,7 +377,6 @@ score TAGSTAT_IMG_NOT_RCVD_TGST 1.0
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
score TW_GIBBERISH_MANY 1.000
-score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916475&r1=1916474&r2=1916475&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Mar 22 02:50:46 2024
@@ -1,269 +1,268 @@
# Using score set 1 logs for revision 1916360 from:
# ham-net-ena-week0.r1916360.log ham-net-ena-week1.r1916360.log ham-net-ena-week2.r1916360.log ham-net-ena-week3.r1916360.log ham-net-ena-week4.r1916360.log ham-net-giovanni-ham.r1916360.log ham-net-giovanni-spammy.r1916360.log ham-net-giovanni-spam.r1916360.log ham-net-grenier.r1916360.log ham-net-hege.r1916360.log ham-net-jhardin.r1916360.log ham-net-llanga.r1916360.log ham-net-mmiroslaw-mails-ham.r1916360.log ham-net-mmiroslaw-mails-spam.r1916360.log ham-net-spamsponge.r1916360.log ham-net-tsz-corpus.r1916360.log ham-net-whyscream.r1916360.log spam-net-ena-week0.r1916360.log spam-net-ena-week1.r1916360.log spam-net-ena-week2.r1916360.log spam-net-ena-week3.r1916360.log spam-net-ena-week4.r1916360.log spam-net-giovanni-ham.r1916360.log spam-net-giovanni-spammy.r1916360.log spam-net-giovanni-spam.r1916360.log spam-net-grenier.r1916360.log spam-net-hege.r1916360.log spam-net-jhardin.r1916360.log spam-net-llanga.r1916360.log spam-net-mmiroslaw-mails-ham.r1916360.log spam-net-mmirosla
w-mails-spam.r1916360.log spam-net-spamsponge.r1916360.log spam-net-tsz-corpus.r1916360.log spam-net-whyscream.r1916360.log
-score ACCT_PHISHING_MANY 2.947
+score ACCT_PHISHING_MANY 2.980
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.821
score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.454
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.725
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.263
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.749
+score ADVANCE_FEE_3_NEW 3.266
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.868
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.591
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.322
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.678
-score AD_PREFS 0.287
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 0.694
+score AD_PREFS 0.415
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.199
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 0.912
-score BITCOIN_EXTORT_01 2.006
-score BITCOIN_MALWARE 1.890
-score BITCOIN_ONAN 0.913
-score BITCOIN_SPAM_02 1.652
-score BITCOIN_SPAM_03 2.500
-score BITCOIN_SPAM_05 1.035
-score BITCOIN_SPAM_07 2.899
+score BITCOIN_DEADLINE 1.304
+score BITCOIN_EXTORT_01 2.001
+score BITCOIN_MALWARE 2.431
+score BITCOIN_ONAN 0.763
+score BITCOIN_SPAM_02 0.817
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 1.483
+score BITCOIN_SPAM_07 2.203
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.585
+score BITCOIN_VISTA 2.104
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.297
-score BODY_URI_ONLY 0.704
-score BOGUS_MIME_VERSION 1.598
-score BOGUS_MSM_HDRS 2.607
-score CK_HELO_GENERIC 0.250
+score BODY_SINGLE_URI 0.299
+score BODY_URI_ONLY 0.703
+score BOGUS_MIME_VERSION 2.296
+score BOGUS_MSM_HDRS 0.691
+score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 2.765
+score DATE_IN_FUTURE_Q_PLUS 3.476
score DEAR_BENEFICIARY 3.299
-score DKIMWL_WL_HIGH -0.372
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_HIGH -0.222
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.500
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.234
-score FBI_SPOOF 0.819
-score FILL_THIS_FORM 0.001
+score FACEBOOK_IMG_NOT_RCVD_FB 2.000
+score FBI_MONEY 0.001
+score FBI_SPOOF 1.999
+score FILL_THIS_FORM 0.001 # force non-zero
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.233
+score FONT_INVIS_NORDNS 1.214
score FONT_INVIS_POSTEXTRAS 2.975
-score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 1.000
-score FORM_FRAUD_3 0.775
-score FORM_FRAUD_5 3.214
-score FOUND_YOU 3.249
+score FORGED_SPF_HELO 1.900
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 0.170
+score FORM_FRAUD_5 0.982
+score FOUND_YOU 3.250
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_BANK_NOAUTH 0.999
score FROM_FMBLA_NEWDOM 1.499
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 2.199
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.444
+score FROM_IN_TO_AND_SUBJ 2.017
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.828
-score FROM_MISSP_EH_MATCH 0.773
+score FROM_MISSP_DYNIP 0.762
+score FROM_MISSP_EH_MATCH 0.777
score FROM_MISSP_FREEMAIL 3.499
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.427
-score FROM_MISSP_REPLYTO 0.567
-score FROM_MISSP_SPF_FAIL 0.853
-score FROM_MISSP_TO_UNDISC 1.285
-score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_PHISH 1.677
+score FROM_MISSP_REPLYTO 0.631
+score FROM_MISSP_SPF_FAIL 0.665
+score FROM_MISSP_TO_UNDISC 1.528
+score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.959
+score FROM_NTLD_REPLY_FREEMAIL 1.348
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 0.446
+score FROM_WSP_TRAIL 0.453
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.400
+score FUZZY_AMAZON 2.399
score FUZZY_CLICK_HERE 3.299
-score FUZZY_IMPORTANT 2.264
+score FUZZY_IMPORTANT 2.306
score FUZZY_PRIVACY 2.599
score FUZZY_SECURITY 2.900
-score FUZZY_WALLET 0.591
+score FUZZY_WALLET 0.590
score GB_BITCOIN_CP 2.999
score GB_CUSTOM_HTM_URI 0.001
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 4.999
-score GOOG_MALWARE_DNLD 3.494
+score GB_HASHBL_BTC 4.509
+score GOOG_MALWARE_DNLD 3.496
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.036
+score GOOG_STO_IMG_HTML 2.031
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 1.188
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 1.433
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.905
+score HK_NAME_FM_MR_MRS 0.900
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HK_WIN 0.451
-score HOSTED_IMG_DIRECT_MX 3.108
-score HOSTED_IMG_FREEM 1.046
+score HK_WIN 0.661
+score HOSTED_IMG_DIRECT_MX 3.006
+score HOSTED_IMG_FREEM 1.043
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
-score HTML_ENTITY_ASCII 2.999
+score HTML_ENTITY_ASCII 3.000
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.269
-score HTML_SINGLET_MANY 2.361
+score HTML_OFF_PAGE 2.132
+score HTML_SINGLET_MANY 2.357
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 0.052
-score HTML_TEXT_INVISIBLE_STYLE 1.073
+score HTML_TEXT_INVISIBLE_FONT 0.054
+score HTML_TEXT_INVISIBLE_STYLE 1.066
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.001
-score LIST_PARTIAL_SHORT_MSG 1.541
+score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score LIST_PARTIAL_SHORT_MSG 1.544
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 2.141
-score LONG_IMG_URI 1.104
-score LONG_INVISIBLE_TEXT 2.092
+score LONG_HEX_URI 2.150
+score LONG_IMG_URI 1.101
+score LONG_INVISIBLE_TEXT 2.099
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.327
-score MALWARE_NORDNS 0.665
-score MANY_SUBDOM 3.099
-score MAY_BE_FORGED 2.299
+score MALFORMED_FREEMAIL 1.318
+score MALWARE_NORDNS 1.745
+score MANY_SUBDOM 3.100
score MILLION_HUNDRED 0.001
score MILLION_USD 1.590
-score MIMEOLE_DIRECT_TO_MX 1.080
+score MIMEOLE_DIRECT_TO_MX 0.295
score MIME_NO_TEXT 1.999
score MIXED_ES 1.899
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.001
+score MONEY_ATM_CARD 0.001 # force non-zero
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.658
+score MONEY_FRAUD_3 2.799
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.086
+score MONEY_FREEMAIL_REPTO 1.088
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.500
-score MSGID_HDR_MALF 3.500
-score MSGID_NOFQDN1 2.199
+score MONEY_NOHTML 2.499
+score MSGID_HDR_MALF 3.499
+score MSGID_NOFQDN1 2.201
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.360
-score NORDNS_LOW_CONTRAST 1.432
+score NICE_REPLY_A -2.785
+score NORDNS_LOW_CONTRAST 1.446
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_TEXT_ATTACH 1.599
+score OBFU_TEXT_ATTACH 1.351
score PDS_BAD_THREAD_QP_64 0.001
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.262
+score PDS_BTC_MSGID 0.585
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.782
-score PDS_FROM_NAME_TO_DOMAIN 0.287
+score PDS_FRNOM_TODOM_NAKED_TO 0.001
+score PDS_FROM_2_EMAILS 1.998
+score PDS_FROM_NAME_TO_DOMAIN 1.098
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHP_EVAL 1.351
+score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.635
-score RCVD_IN_IADB_COURT -0.001
+score RATWARE_NO_RDNS 1.917
+score RCVD_IN_IADB_COURT -0.001 # force non-zero
score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
score RCVD_IN_MSPIKE_H2 -0.001
-score REPTO_419_FRAUD_GM 2.227
+score REPTO_419_FRAUD_GM 1.448
score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 2.599
-score SCC_BOGUS_CTE_1 3.945
-score SCC_CANSPAM_1 2.077
+score SCC_BOGUS_CTE_1 4.099
+score SCC_CANSPAM_1 0.589
score SCC_CANSPAM_2 4.199
-score SCC_CTMPP 0.731
+score SCC_CTMPP 1.208
score SCC_ISEMM_LID_1B 1.499
score SCC_SPAMMER_ADDR_2 3.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.769
-score SHORT_IMG_SUSP_NTLD 1.300
+score SHORTENER_SHORT_IMG 1.753
+score SHORT_IMG_SUSP_NTLD 0.838
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.266
-score STY_INVIS_DIRECT 0.753
+score STATIC_XPRIO_OLE 1.262
+score STY_INVIS_DIRECT 0.748
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 2.124
+score SUSP_UTF8_WORD_COMBO 2.185
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 0.544
-score SUSP_UTF8_WORD_SUBJ 0.798
-score TEQF_USR_POLITE 1.993
-score THIS_AD 1.124
-score THIS_IS_ADV_SUSP_NTLD 0.584
+score SUSP_UTF8_WORD_MANY 0.418
+score SUSP_UTF8_WORD_SUBJ 0.863
+score TEQF_USR_POLITE 1.990
+score THIS_AD 1.140
+score THIS_IS_ADV_SUSP_NTLD 1.345
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 1.345
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.102
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 1.981
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.790
+score TO_NO_BRKTS_HTML_IMG 1.794
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.423
-score TO_NO_BRKTS_NORDNS_HTML 1.445
-score TO_NO_BRKTS_PCNT 2.398
-score TVD_DOLLARS_US 1.604
+score TO_NO_BRKTS_MSFT 1.424
+score TO_NO_BRKTS_NORDNS_HTML 1.423
+score TO_NO_BRKTS_PCNT 2.395
+score TVD_DOLLARS_US 1.571
score TVD_FROM_1 0.999
score TVD_PH_7 2.499
-score TVD_SPACE_ENCODED 1.265
+score TVD_SPACE_ENCODED 1.260
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.899
-score UNICODE_OBFU_ASC 2.500
-score UNICODE_OBFU_ZW_MANY 0.001
+score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
score URI_AZURE_CLOUDAPP 3.000
score URI_CLOUDFLAREIPFS 2.499
-score URI_GOOGLE_PROXY 2.199
+score URI_GOOGLE_PROXY 2.200
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.203
+score URI_IMG_CWINDOWSNET 3.199
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.896
+score URI_PHISH 2.909
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.500
+score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.124
-score VISTA_COST 1.794
-score VISTA_TONOM_EQ_TOLOC 0.358
+score VFY_ACCT_NORDNS 2.169
+score VISTA_COST 1.959
+score VISTA_TONOM_EQ_TOLOC 0.356
score WORD_INVIS 1.898
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
-score XM_RECPTID 2.961
+score XM_RECPTID 2.951
score XPRIO 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.951
+score YOU_INHERIT 1.237
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916475&r1=1916474&r2=1916475&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Mar 22 02:50:46 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 507560 62.873% (99.405% of non-spam corpus)
-# Correctly spam: 217640 26.960% (73.358% of spam corpus)
-# False positives: 3038 0.376% (0.595% of nonspam, 55057 weighted)
-# False negatives: 79041 9.791% (26.642% of spam, 149400 weighted)
+# Correctly non-spam: 509656 62.771% (99.409% of non-spam corpus)
+# Correctly spam: 220453 27.152% (73.669% of spam corpus)
+# False positives: 3028 0.373% (0.591% of nonspam, 54915 weighted)
+# False negatives: 78793 9.704% (26.331% of spam, 149780 weighted)
# Average score for spam: 7.4 nonspam: 0.4
# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 807279 100.00%
+# TOTAL: 811930 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63370 99.36%
-# Correctly spam: 27167 73.40%
-# False positives: 405 0.64%
-# False negatives: 9843 26.60%
-# TCR(l=50): 1.229854 SpamRecall: 73.404% SpamPrec: 98.531%
+# Correctly non-spam: 63635 99.34%
+# Correctly spam: 27635 73.98%
+# False positives: 422 0.66%
+# False negatives: 9719 26.02%
+# TCR(l=50): 1.212045 SpamRecall: 73.981% SpamPrec: 98.496%
##### 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: 501707 98.26%
-# Correctly spam: 130027 43.83%
-# False positives: 8891 1.74%
-# False negatives: 166654 56.17%
-# TCR(l=50): 0.485404 SpamRecall: 43.827% SpamPrec: 93.600%
+# Correctly non-spam: 503782 98.26%
+# Correctly spam: 132092 44.14%
+# False positives: 8902 1.74%
+# False negatives: 167154 55.86%
+# TCR(l=50): 0.488761 SpamRecall: 44.142% SpamPrec: 93.686%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62634 98.21%
-# Correctly spam: 16248 43.90%
-# False positives: 1141 1.79%
-# False negatives: 20762 56.10%
-# TCR(l=50): 0.475634 SpamRecall: 43.902% SpamPrec: 93.438%
+# Correctly non-spam: 62878 98.16%
+# Correctly spam: 16512 44.20%
+# False positives: 1179 1.84%
+# False negatives: 20842 55.80%
+# TCR(l=50): 0.468142 SpamRecall: 44.204% SpamPrec: 93.336%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916475&r1=1916474&r2=1916475&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Mar 22 02:50:46 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 505113 63.868% (99.555% of non-spam corpus)
-# Correctly spam: 227706 28.792% (80.318% of spam corpus)
-# False positives: 2259 0.286% (0.445% of nonspam, 91326 weighted)
-# False negatives: 55798 7.055% (19.682% of spam, 100765 weighted)
-# Average score for spam: 12.2 nonspam: -1.1
-# Average for false-pos: 7.2 false-neg: 1.8
+# Correctly non-spam: 505176 63.876% (99.567% of non-spam corpus)
+# Correctly spam: 227737 28.796% (80.329% of spam corpus)
+# False positives: 2196 0.278% (0.433% of nonspam, 89547 weighted)
+# False negatives: 55767 7.051% (19.671% of spam, 100571 weighted)
+# Average score for spam: 12.1 nonspam: -1.0
+# Average for false-pos: 7.3 false-neg: 1.8
# TOTAL: 790876 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63087 99.56%
-# Correctly spam: 28449 80.24%
-# False positives: 278 0.44%
-# False negatives: 7007 19.76%
-# TCR(l=50): 1.695891 SpamRecall: 80.237% SpamPrec: 99.032%
+# Correctly non-spam: 63086 99.56%
+# Correctly spam: 28457 80.26%
+# False positives: 279 0.44%
+# False negatives: 6999 19.74%
+# TCR(l=50): 1.692491 SpamRecall: 80.260% SpamPrec: 99.029%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916475&r1=1916474&r2=1916475&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Fri Mar 22 02:50:46 2024
@@ -1,218 +1,217 @@
-# Using score set 0 logs for revision 1916439 from:
-# ham-ena-week0.r1916439.log ham-ena-week1.r1916439.log ham-ena-week2.r1916439.log ham-ena-week3.r1916439.log ham-ena-week4.r1916439.log ham-giovanni-ham.r1916439.log ham-giovanni-spammy.r1916439.log ham-giovanni-spam.r1916439.log ham-grenier.r1916439.log ham-hege.r1916439.log ham-jhardin.r1916439.log ham-llanga.r1916439.log ham-mmiroslaw-mails-ham.r1916439.log ham-mmiroslaw-mails-spam.r1916439.log ham-spamsponge.r1916439.log ham-tsz-corpus.r1916439.log ham-whyscream.r1916439.log spam-ena-week0.r1916439.log spam-ena-week1.r1916439.log spam-ena-week2.r1916439.log spam-ena-week3.r1916439.log spam-ena-week4.r1916439.log spam-giovanni-ham.r1916439.log spam-giovanni-spammy.r1916439.log spam-giovanni-spam.r1916439.log spam-grenier.r1916439.log spam-hege.r1916439.log spam-jhardin.r1916439.log spam-llanga.r1916439.log spam-mmiroslaw-mails-ham.r1916439.log spam-mmiroslaw-mails-spam.r1916439.log spam-spamsponge.r1916439.log spam-tsz-corpus.r1916439.log spam-whyscream.r1916439.log
+# Using score set 0 logs for revision 1916461 from:
+# ham-ena-week0.r1916461.log ham-ena-week1.r1916461.log ham-ena-week2.r1916461.log ham-ena-week3.r1916461.log ham-ena-week4.r1916461.log ham-giovanni-ham.r1916461.log ham-giovanni-spammy.r1916461.log ham-giovanni-spam.r1916461.log ham-grenier.r1916461.log ham-hege.r1916461.log ham-jhardin.r1916461.log ham-llanga.r1916461.log ham-mmiroslaw-mails-ham.r1916461.log ham-mmiroslaw-mails-spam.r1916461.log ham-spamsponge.r1916461.log ham-tsz-corpus.r1916461.log ham-whyscream.r1916461.log spam-ena-week0.r1916461.log spam-ena-week1.r1916461.log spam-ena-week2.r1916461.log spam-ena-week3.r1916461.log spam-ena-week4.r1916461.log spam-giovanni-ham.r1916461.log spam-giovanni-spammy.r1916461.log spam-giovanni-spam.r1916461.log spam-grenier.r1916461.log spam-hege.r1916461.log spam-jhardin.r1916461.log spam-llanga.r1916461.log spam-mmiroslaw-mails-ham.r1916461.log spam-mmiroslaw-mails-spam.r1916461.log spam-spamsponge.r1916461.log spam-tsz-corpus.r1916461.log spam-whyscream.r1916461.log
-score ACCT_PHISHING_MANY 2.755
+score ACCT_PHISHING_MANY 2.340
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
-score ADMITS_SPAM 3.199
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.378
+score ADMITS_SPAM 3.099
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.566
score ADVANCE_FEE_2_NEW_MONEY 0.001
-score ADVANCE_FEE_3_NEW 3.004
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.677
-score ADVANCE_FEE_3_NEW_MONEY 0.193
-score ADVANCE_FEE_4_NEW 2.499
-score ADVANCE_FEE_4_NEW_FRM_MNY 0.605
+score ADVANCE_FEE_3_NEW 2.997
+score ADVANCE_FEE_3_NEW_FRM_MNY 2.699
+score ADVANCE_FEE_3_NEW_MONEY 0.038
+score ADVANCE_FEE_4_NEW 2.501
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.316
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.491
-score AD_PREFS 0.029
+score ADVANCE_FEE_5_NEW_MONEY 0.496
+score AD_PREFS 0.416
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.199
+score AXB_X_FF_SEZ_S 3.299
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 2.806
-score BITCOIN_EXTORT_01 1.850
-score BITCOIN_MALWARE 2.360
-score BITCOIN_ONAN 2.643
+score BITCOIN_DEADLINE 2.130
+score BITCOIN_EXTORT_01 4.748
+score BITCOIN_MALWARE 2.343
+score BITCOIN_ONAN 1.820
score BITCOIN_SPAM_02 2.499
-score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_03 2.500
score BITCOIN_SPAM_07 3.499
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.001
+score BITCOIN_VISTA 2.388
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 1.398
+score BODY_SINGLE_URI 1.072
score BODY_URI_ONLY 2.999
-score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.512
-score CK_HELO_GENERIC 0.249
+score BOGUS_MIME_VERSION 3.500
+score BOGUS_MSM_HDRS 2.030
+score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
-score CTE_8BIT_MISMATCH 0.999
-score DATE_IN_FUTURE_Q_PLUS 3.459
-score DEAR_BENEFICIARY 3.499
+score CTE_8BIT_MISMATCH 1.000
+score DATE_IN_FUTURE_Q_PLUS 2.636
+score DEAR_BENEFICIARY 1.802
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FACEBOOK_IMG_NOT_RCVD_FB 2.000
-score FBI_MONEY 0.269
-score FBI_SPOOF 1.715
-score FILL_THIS_FORM 0.484
+score FACEBOOK_IMG_NOT_RCVD_FB 1.999
+score FBI_MONEY 1.509
+score FBI_SPOOF 1.999
+score FILL_THIS_FORM 0.479
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_LONG_LINE 2.999
+score FONT_INVIS_LONG_LINE 3.000
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.652
-score FORM_FRAUD 0.999
-score FORM_FRAUD_3 0.858
+score FONT_INVIS_POSTEXTRAS 2.653
+score FORM_FRAUD 0.954
+score FORM_FRAUD_3 2.460
score FORM_FRAUD_5 0.001
score FOUND_YOU 3.249
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_IN_TO_AND_SUBJ 2.199
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 1.650
-score FROM_MISSP_EH_MATCH 1.191
+score FROM_MISSP_DYNIP 0.001
+score FROM_MISSP_EH_MATCH 0.899
score FROM_MISSP_FREEMAIL 3.599
score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.001
+score FROM_MISSP_PHISH 0.198
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 2.037
-score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_TO_UNDISC 2.677
+score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.464
-score FROM_SUSPICIOUS_NTLD 0.499
+score FROM_NTLD_REPLY_FREEMAIL 1.999
+score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
-score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 1.502
+score FROM_UNBAL2 2.399
+score FROM_WSP_TRAIL 1.399
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.399
-score FUZZY_IMPORTANT 1.882
+score FUZZY_CLICK_HERE 3.499
+score FUZZY_IMPORTANT 1.905
score FUZZY_PRIVACY 2.699
-score FUZZY_SECURITY 2.900
+score FUZZY_SECURITY 2.899
score FUZZY_WALLET 1.799
-score GB_BITCOIN_CP 2.697
-score GB_CUSTOM_HTM_URI 1.035
-score GB_FAKE_RF_SHORT 1.938
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_MALWARE_DNLD 4.775
-score GOOG_REDIR_HTML_ONLY 1.999
-score GOOG_REDIR_NORDNS 2.499
-score GOOG_STO_IMG_HTML 2.500
+score GB_BITCOIN_CP 1.761
+score GB_CUSTOM_HTM_URI 1.036
+score GB_FAKE_RF_SHORT 1.928
+score GB_FREEMAIL_DISPTO 0.001
+score GOOG_MALWARE_DNLD 4.900
+score GOOG_REDIR_HTML_ONLY 2.000
+score GOOG_REDIR_NORDNS 2.496
+score GOOG_STO_IMG_HTML 2.502
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.099
-score HDRS_MISSP 0.001
+score HDRS_LCASE_IMGONLY 0.100
+score HDRS_MISSP 0.220
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
-score HDR_ORDER_FTSDMCXX_NORDNS 2.305
-score HEADER_FROM_DIFFERENT_DOMAINS 0.250
-score HELO_NO_DOMAIN 0.001
+score HDR_ORDER_FTSDMCXX_NORDNS 1.914
+score HEADER_FROM_DIFFERENT_DOMAINS 0.249
+score HELO_NO_DOMAIN 0.001 # force non-zero
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 1.315
-score HK_NAME_MR_MRS 1.000
-score HK_RANDOM_ENVFROM 0.999
+score HK_NAME_FM_MR_MRS 1.312
+score HK_NAME_MR_MRS 0.999
+score HK_RANDOM_ENVFROM 0.900
score HK_RANDOM_FROM 0.999
score HK_RANDOM_REPLYTO 0.999
-score HK_SCAM 0.001 # force non-zero
-score HK_WIN 0.741
-score HOSTED_IMG_DIRECT_MX 3.500
-score HOSTED_IMG_FREEM 1.363
+score HK_SCAM 0.001
+score HK_WIN 0.145
+score HOSTED_IMG_DIRECT_MX 3.499
+score HOSTED_IMG_FREEM 1.359
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_ENTITY_ASCII 2.999
score HTML_FONT_TINY_NORDNS 1.999
score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.499
+score HTML_SINGLET_MANY 2.500
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 1.184
-score HTML_TEXT_INVISIBLE_STYLE 0.799
+score HTML_TEXT_INVISIBLE_FONT 1.190
+score HTML_TEXT_INVISIBLE_STYLE 1.079
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.899
score KHOP_HELO_FCRDNS 0.399
+score KHOP_UNSUB_EMAIL 2.499
score LIST_PARTIAL_SHORT_MSG 2.499
-score LONGLN_LOW_CONTRAST 2.500
+score LONGLN_LOW_CONTRAST 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.149
-score LONG_INVISIBLE_TEXT 1.787
+score LONG_IMG_URI 0.001
+score LONG_INVISIBLE_TEXT 1.786
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.487
-score MALWARE_NORDNS 3.091
-score MANY_SUBDOM 3.299
-score MAY_BE_FORGED 1.899
+score MALFORMED_FREEMAIL 1.490
+score MALWARE_NORDNS 0.902
+score MANY_SUBDOM 3.199
score MILLION_HUNDRED 0.001
score MILLION_USD 0.001
score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 2.000
+score MIXED_ES 1.999
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.001
+score MONEY_ATM_CARD 0.001 # force non-zero
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 2.999
+score MONEY_FRAUD_3 2.429
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 2.845
+score MONEY_FREEMAIL_REPTO 2.999
score MONEY_FROM_41 1.999
-score MONEY_FROM_MISSP 0.001
+score MONEY_FROM_MISSP 0.001 # force non-zero
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 0.981
+score MSGID_NOFQDN1 0.998
score NA_DOLLARS 0.001
-score NICE_REPLY_A -4.425
-score NORDNS_LOW_CONTRAST 0.001 # force non-zero
+score NICE_REPLY_A -3.094
+score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BRAND_SUBJ_NAKED_TO 0.999
+score PDS_BRAND_SUBJ_NAKED_TO 1.000
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.001 # force non-zero
+score PDS_BTC_MSGID 0.246
score PDS_DBL_URL_TNB_RUNON 1.999
-score PDS_FRNOM_TODOM_DBL_URL 0.001 # force non-zero
-score PDS_FRNOM_TODOM_NAKED_TO 1.429
-score PDS_FROM_NAME_TO_DOMAIN 0.713
+score PDS_FRNOM_TODOM_DBL_URL 0.001
+score PDS_FRNOM_TODOM_NAKED_TO 0.661
+score PDS_FROM_2_EMAILS 0.352
+score PDS_FROM_NAME_TO_DOMAIN 1.696
score PDS_HP_HELO_NORDNS 0.999
score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
-score PHP_SCRIPT 2.499
+score PHP_SCRIPT 2.500
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.785
-score REPTO_419_FRAUD_GM 1.152
+score RATWARE_NO_RDNS 0.333
+score REPTO_419_FRAUD_GM 1.156
score RISK_FREE 2.599
-score SCC_BOGUS_CTE_1 3.485
-score SCC_CANSPAM_1 3.199
-score SCC_CANSPAM_2 2.931
+score SCC_BOGUS_CTE_1 2.663
+score SCC_CANSPAM_1 2.884
+score SCC_CANSPAM_2 2.316
score SCC_ISEMM_LID_1B 1.499
score SCC_SPAMMER_ADDR_2 3.599
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.500
-score SHORTENER_SHORT_IMG 0.001 # force non-zero
-score SHORT_IMG_SUSP_NTLD 0.305
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
+score SHORTENER_SHORT_IMG 0.001
+score SHORT_IMG_SUSP_NTLD 0.757
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.356
+score SPOOFED_FREEMAIL_NO_RDNS 0.349
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.423
+score STATIC_XPRIO_OLE 1.002
score STY_INVIS_DIRECT 2.499
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 1.661
+score SUSP_UTF8_WORD_COMBO 1.850
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 1.499
-score SUSP_UTF8_WORD_SUBJ 1.589
-score TEQF_USR_POLITE 1.999
-score THIS_AD 1.929
-score THIS_IS_ADV_SUSP_NTLD 0.066
+score SUSP_UTF8_WORD_MANY 1.197
+score SUSP_UTF8_WORD_SUBJ 1.704
+score TEQF_USR_POLITE 2.000
+score THIS_AD 1.944
+score THIS_IS_ADV_SUSP_NTLD 0.001
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_ONLY 0.001
-score TO_EQ_FM_HTML_ONLY 0.001
score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.874
+score TO_NAME_SUBJ_NO_RDNS 2.999
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_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 2.000
+score TO_NO_BRKTS_MSFT 1.145
+score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
-score TVD_DOLLARS_US 1.487
+score TVD_DOLLARS_US 2.297
score TVD_FROM_1 0.999
score TVD_PH_7 2.699
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.577
-score UNDISC_FREEM 2.699
+score TVD_SPACE_RATIO_MINFP 1.298
+score UC_GIBBERISH_OBFU 1.636
+score UNDISC_FREEM 2.799
score UNDISC_MONEY 2.999
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
@@ -220,26 +219,26 @@ score URI_CLOUDFLAREIPFS 2.5
score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 2.199
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.134
-score URI_PHISH 2.757
+score URI_IMG_CWINDOWSNET 3.139
+score URI_PHISH 2.543
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
-score URI_WP_HACKED 3.499
+score URI_WP_HACKED 3.500
score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.595
-score VISTA_COST 1.030
-score VISTA_TONOM_EQ_TOLOC 2.500
-score WORD_INVIS 1.579
+score VFY_ACCT_NORDNS 2.818
+score VISTA_COST 0.504
+score VISTA_TONOM_EQ_TOLOC 2.499
+score WORD_INVIS 1.580
score WORD_INVIS_MANY 2.999
-score XFER_LOTSA_MONEY 0.001 # force non-zero
+score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 0.502
-score XPRIO_SHORT_SUBJ 2.065
+score XPRIO 0.501
+score XPRIO_SHORT_SUBJ 2.499
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 2.361
+score YOU_INHERIT 1.331
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -320,7 +319,6 @@ 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 MIXED_AREA_CASE 1.000
score MIXED_CENTER_CASE 1.000
score MIXED_FONT_CASE 1.000
@@ -379,7 +377,6 @@ score TAGSTAT_IMG_NOT_RCVD_TGST 1.0
score TARINGANET_IMG_NOT_RCVD_TN 1.000
score TONLINE_FAKE_DKIM 1.000
score TW_GIBBERISH_MANY 1.000
-score UC_GIBBERISH_OBFU 1.000
score UNICODE_OBFU_ZW 1.000
score UNSUB_GOOG_FORM 1.000
score URI_ADOBESPARK 1.000
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916475&r1=1916474&r2=1916475&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Fri Mar 22 02:50:46 2024
@@ -1,269 +1,268 @@
# Using score set 1 logs for revision 1916360 from:
# ham-net-ena-week0.r1916360.log ham-net-ena-week1.r1916360.log ham-net-ena-week2.r1916360.log ham-net-ena-week3.r1916360.log ham-net-ena-week4.r1916360.log ham-net-giovanni-ham.r1916360.log ham-net-giovanni-spammy.r1916360.log ham-net-giovanni-spam.r1916360.log ham-net-grenier.r1916360.log ham-net-hege.r1916360.log ham-net-jhardin.r1916360.log ham-net-llanga.r1916360.log ham-net-mmiroslaw-mails-ham.r1916360.log ham-net-mmiroslaw-mails-spam.r1916360.log ham-net-spamsponge.r1916360.log ham-net-tsz-corpus.r1916360.log ham-net-whyscream.r1916360.log spam-net-ena-week0.r1916360.log spam-net-ena-week1.r1916360.log spam-net-ena-week2.r1916360.log spam-net-ena-week3.r1916360.log spam-net-ena-week4.r1916360.log spam-net-giovanni-ham.r1916360.log spam-net-giovanni-spammy.r1916360.log spam-net-giovanni-spam.r1916360.log spam-net-grenier.r1916360.log spam-net-hege.r1916360.log spam-net-jhardin.r1916360.log spam-net-llanga.r1916360.log spam-net-mmiroslaw-mails-ham.r1916360.log spam-net-mmirosla
w-mails-spam.r1916360.log spam-net-spamsponge.r1916360.log spam-net-tsz-corpus.r1916360.log spam-net-whyscream.r1916360.log
-score ACCT_PHISHING_MANY 2.947
+score ACCT_PHISHING_MANY 2.980
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 2.499
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.821
score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 1.454
+score ADVANCE_FEE_2_NEW_FRM_MNY 1.725
score ADVANCE_FEE_2_NEW_MONEY 1.999
-score ADVANCE_FEE_3_NEW 3.263
-score ADVANCE_FEE_3_NEW_FRM_MNY 0.749
+score ADVANCE_FEE_3_NEW 3.266
+score ADVANCE_FEE_3_NEW_FRM_MNY 1.868
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 2.591
+score ADVANCE_FEE_4_NEW_FRM_MNY 1.322
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 0.678
-score AD_PREFS 0.287
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 0.694
+score AD_PREFS 0.415
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
+score APOSTROPHE_TOCC 1.000
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 3.199
score BIGNUM_EMAILS_FREEM 0.001
-score BITCOIN_DEADLINE 0.912
-score BITCOIN_EXTORT_01 2.006
-score BITCOIN_MALWARE 1.890
-score BITCOIN_ONAN 0.913
-score BITCOIN_SPAM_02 1.652
-score BITCOIN_SPAM_03 2.500
-score BITCOIN_SPAM_05 1.035
-score BITCOIN_SPAM_07 2.899
+score BITCOIN_DEADLINE 1.304
+score BITCOIN_EXTORT_01 2.001
+score BITCOIN_MALWARE 2.431
+score BITCOIN_ONAN 0.763
+score BITCOIN_SPAM_02 0.817
+score BITCOIN_SPAM_03 2.499
+score BITCOIN_SPAM_05 1.483
+score BITCOIN_SPAM_07 2.203
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 0.001
-score BITCOIN_VISTA 0.585
+score BITCOIN_VISTA 2.104
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
-score BODY_SINGLE_URI 0.297
-score BODY_URI_ONLY 0.704
-score BOGUS_MIME_VERSION 1.598
-score BOGUS_MSM_HDRS 2.607
-score CK_HELO_GENERIC 0.250
+score BODY_SINGLE_URI 0.299
+score BODY_URI_ONLY 0.703
+score BOGUS_MIME_VERSION 2.296
+score BOGUS_MSM_HDRS 0.691
+score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 2.765
+score DATE_IN_FUTURE_Q_PLUS 3.476
score DEAR_BENEFICIARY 3.299
-score DKIMWL_WL_HIGH -0.372
-score DKIMWL_WL_MED -0.001
+score DKIMWL_WL_HIGH -0.222
+score DKIMWL_WL_MED -0.001 # force non-zero
score DKIMWL_WL_MEDHI -0.001
score DSN_NO_MIMEVERSION 1.999
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.500
-score FACEBOOK_IMG_NOT_RCVD_FB 1.999
-score FBI_MONEY 1.234
-score FBI_SPOOF 0.819
-score FILL_THIS_FORM 0.001
+score FACEBOOK_IMG_NOT_RCVD_FB 2.000
+score FBI_MONEY 0.001
+score FBI_SPOOF 1.999
+score FILL_THIS_FORM 0.001 # force non-zero
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.233
+score FONT_INVIS_NORDNS 1.214
score FONT_INVIS_POSTEXTRAS 2.975
-score FORGED_SPF_HELO 1.899
-score FORM_FRAUD 1.000
-score FORM_FRAUD_3 0.775
-score FORM_FRAUD_5 3.214
-score FOUND_YOU 3.249
+score FORGED_SPF_HELO 1.900
+score FORM_FRAUD 0.999
+score FORM_FRAUD_3 0.170
+score FORM_FRAUD_5 0.982
+score FOUND_YOU 3.250
score FREEMAIL_FORGED_FROMDOMAIN 0.001
score FROM_ADDR_WS 0.001
score FROM_BANK_NOAUTH 0.999
score FROM_FMBLA_NEWDOM 1.499
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 2.199
+score FROM_FMBLA_NEWDOM28 0.800
+score FROM_GOV_DKIM_AU -0.444
+score FROM_IN_TO_AND_SUBJ 2.017
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.828
-score FROM_MISSP_EH_MATCH 0.773
+score FROM_MISSP_DYNIP 0.762
+score FROM_MISSP_EH_MATCH 0.777
score FROM_MISSP_FREEMAIL 3.499
-score FROM_MISSP_MSFT 0.001
-score FROM_MISSP_PHISH 0.427
-score FROM_MISSP_REPLYTO 0.567
-score FROM_MISSP_SPF_FAIL 0.853
-score FROM_MISSP_TO_UNDISC 1.285
-score FROM_MISSP_USER 0.001 # force non-zero
+score FROM_MISSP_MSFT 0.001 # force non-zero
+score FROM_MISSP_PHISH 1.677
+score FROM_MISSP_REPLYTO 0.631
+score FROM_MISSP_SPF_FAIL 0.665
+score FROM_MISSP_TO_UNDISC 1.528
+score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 0.959
+score FROM_NTLD_REPLY_FREEMAIL 1.348
score FROM_PAYPAL_SPOOF 1.599
score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL2 2.299
-score FROM_WSP_TRAIL 0.446
+score FROM_WSP_TRAIL 0.453
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_AMAZON 2.400
+score FUZZY_AMAZON 2.399
score FUZZY_CLICK_HERE 3.299
-score FUZZY_IMPORTANT 2.264
+score FUZZY_IMPORTANT 2.306
score FUZZY_PRIVACY 2.599
score FUZZY_SECURITY 2.900
-score FUZZY_WALLET 0.591
+score FUZZY_WALLET 0.590
score GB_BITCOIN_CP 2.999
score GB_CUSTOM_HTM_URI 0.001
score GB_FAKE_RF_SHORT 1.999
score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 4.999
-score GOOG_MALWARE_DNLD 3.494
+score GB_HASHBL_BTC 4.509
+score GOOG_MALWARE_DNLD 3.496
score GOOG_REDIR_HTML_ONLY 1.999
score GOOG_REDIR_NORDNS 0.001
-score GOOG_STO_IMG_HTML 2.036
+score GOOG_STO_IMG_HTML 2.031
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.499
score HDR_ORDER_FTSDMCXX_DIRECT 1.999
score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 1.188
+score HEADER_FROM_DIFFERENT_DOMAINS 0.250
+score HELO_NO_DOMAIN 1.433
score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.905
+score HK_NAME_FM_MR_MRS 0.900
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_REPLYTO 1.000
score HK_SCAM 1.999
-score HK_WIN 0.451
-score HOSTED_IMG_DIRECT_MX 3.108
-score HOSTED_IMG_FREEM 1.046
+score HK_WIN 0.661
+score HOSTED_IMG_DIRECT_MX 3.006
+score HOSTED_IMG_FREEM 1.043
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
-score HTML_ENTITY_ASCII 2.999
+score HTML_ENTITY_ASCII 3.000
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.269
-score HTML_SINGLET_MANY 2.361
+score HTML_OFF_PAGE 2.132
+score HTML_SINGLET_MANY 2.357
score HTML_TAG_BALANCE_CENTER 3.099
-score HTML_TEXT_INVISIBLE_FONT 0.052
-score HTML_TEXT_INVISIBLE_STYLE 1.073
+score HTML_TEXT_INVISIBLE_FONT 0.054
+score HTML_TEXT_INVISIBLE_STYLE 1.066
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_HELO_FCRDNS 0.001
-score LIST_PARTIAL_SHORT_MSG 1.541
+score KHOP_HELO_FCRDNS 0.001 # force non-zero
+score LIST_PARTIAL_SHORT_MSG 1.544
score LONGLN_LOW_CONTRAST 0.001
-score LONG_HEX_URI 2.141
-score LONG_IMG_URI 1.104
-score LONG_INVISIBLE_TEXT 2.092
+score LONG_HEX_URI 2.150
+score LONG_IMG_URI 1.101
+score LONG_INVISIBLE_TEXT 2.099
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 1.999
-score MALFORMED_FREEMAIL 1.327
-score MALWARE_NORDNS 0.665
-score MANY_SUBDOM 3.099
-score MAY_BE_FORGED 2.299
+score MALFORMED_FREEMAIL 1.318
+score MALWARE_NORDNS 1.745
+score MANY_SUBDOM 3.100
score MILLION_HUNDRED 0.001
score MILLION_USD 1.590
-score MIMEOLE_DIRECT_TO_MX 1.080
+score MIMEOLE_DIRECT_TO_MX 0.295
score MIME_NO_TEXT 1.999
score MIXED_ES 1.899
score MIXED_HREF_CASE 1.999
-score MONEY_ATM_CARD 0.001
+score MONEY_ATM_CARD 0.001 # force non-zero
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 1.658
+score MONEY_FRAUD_3 2.799
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 0.001
-score MONEY_FREEMAIL_REPTO 1.086
+score MONEY_FREEMAIL_REPTO 1.088
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 2.500
-score MSGID_HDR_MALF 3.500
-score MSGID_NOFQDN1 2.199
+score MONEY_NOHTML 2.499
+score MSGID_HDR_MALF 3.499
+score MSGID_NOFQDN1 2.201
score NA_DOLLARS 1.499
-score NICE_REPLY_A -2.360
-score NORDNS_LOW_CONTRAST 1.432
+score NICE_REPLY_A -2.785
+score NORDNS_LOW_CONTRAST 1.446
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
score NSL_RCVD_HELO_USER 0.001
-score OBFU_TEXT_ATTACH 1.599
+score OBFU_TEXT_ATTACH 1.351
score PDS_BAD_THREAD_QP_64 0.001
score PDS_BRAND_SUBJ_NAKED_TO 0.999
score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.262
+score PDS_BTC_MSGID 0.585
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.782
-score PDS_FROM_NAME_TO_DOMAIN 0.287
+score PDS_FRNOM_TODOM_NAKED_TO 0.001
+score PDS_FROM_2_EMAILS 1.998
+score PDS_FROM_NAME_TO_DOMAIN 1.098
score PDS_HELO_SPF_FAIL 1.999
score PDS_HP_HELO_NORDNS 0.001
-score PDS_PHP_EVAL 1.351
+score PDS_PHP_EVAL 1.499
score PHP_ORIG_SCRIPT_EVAL 2.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.001
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 2.635
-score RCVD_IN_IADB_COURT -0.001
+score RATWARE_NO_RDNS 1.917
+score RCVD_IN_IADB_COURT -0.001 # force non-zero
score RCVD_IN_IADB_LEG_MAND -0.001 # force non-zero
score RCVD_IN_MSPIKE_H2 -0.001
-score REPTO_419_FRAUD_GM 2.227
+score REPTO_419_FRAUD_GM 1.448
score REPTO_419_FRAUD_GM_LOOSE 0.999
score RISK_FREE 2.599
-score SCC_BOGUS_CTE_1 3.945
-score SCC_CANSPAM_1 2.077
+score SCC_BOGUS_CTE_1 4.099
+score SCC_CANSPAM_1 0.589
score SCC_CANSPAM_2 4.199
-score SCC_CTMPP 0.731
+score SCC_CTMPP 1.208
score SCC_ISEMM_LID_1B 1.499
score SCC_SPAMMER_ADDR_2 3.499
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.769
-score SHORT_IMG_SUSP_NTLD 1.300
+score SHORTENER_SHORT_IMG 1.753
+score SHORT_IMG_SUSP_NTLD 0.838
score SHORT_SHORTNER 0.001
score SPOOFED_FREEMAIL 0.001
score SPOOFED_FREEMAIL_NO_RDNS 0.001
score SPOOFED_FREEM_REPTO 2.499
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 1.266
-score STY_INVIS_DIRECT 0.753
+score STATIC_XPRIO_OLE 1.262
+score STY_INVIS_DIRECT 0.748
score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_COMBO 2.124
+score SUSP_UTF8_WORD_COMBO 2.185
score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_MANY 0.544
-score SUSP_UTF8_WORD_SUBJ 0.798
-score TEQF_USR_POLITE 1.993
-score THIS_AD 1.124
-score THIS_IS_ADV_SUSP_NTLD 0.584
+score SUSP_UTF8_WORD_MANY 0.418
+score SUSP_UTF8_WORD_SUBJ 0.863
+score TEQF_USR_POLITE 1.990
+score THIS_AD 1.140
+score THIS_IS_ADV_SUSP_NTLD 1.345
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 1.345
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.099
-score TO_NAME_SUBJ_NO_RDNS 2.102
+score TO_IN_SUBJ 0.100
+score TO_NAME_SUBJ_NO_RDNS 1.981
score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.790
+score TO_NO_BRKTS_HTML_IMG 1.794
score TO_NO_BRKTS_HTML_ONLY 1.999
-score TO_NO_BRKTS_MSFT 1.423
-score TO_NO_BRKTS_NORDNS_HTML 1.445
-score TO_NO_BRKTS_PCNT 2.398
-score TVD_DOLLARS_US 1.604
+score TO_NO_BRKTS_MSFT 1.424
+score TO_NO_BRKTS_NORDNS_HTML 1.423
+score TO_NO_BRKTS_PCNT 2.395
+score TVD_DOLLARS_US 1.571
score TVD_FROM_1 0.999
score TVD_PH_7 2.499
-score TVD_SPACE_ENCODED 1.265
+score TVD_SPACE_ENCODED 1.260
score TVD_SPACE_RATIO_MINFP 0.001
score UNDISC_FREEM 2.699
score UNDISC_MONEY 2.899
-score UNICODE_OBFU_ASC 2.500
-score UNICODE_OBFU_ZW_MANY 0.001
+score UNICODE_OBFU_ASC 2.499
+score UNICODE_OBFU_ZW_MANY 0.001 # force non-zero
score URI_AZURE_CLOUDAPP 3.000
score URI_CLOUDFLAREIPFS 2.499
-score URI_GOOGLE_PROXY 2.199
+score URI_GOOGLE_PROXY 2.200
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.203
+score URI_IMG_CWINDOWSNET 3.199
score URI_ONLY_MSGID_MALF 1.999
-score URI_PHISH 2.896
+score URI_PHISH 2.909
score URI_TRY_3LD 1.999
score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.500
+score URI_WP_HACKED_2 2.499
score US_DOLLARS_3 1.999
-score VFY_ACCT_NORDNS 2.124
-score VISTA_COST 1.794
-score VISTA_TONOM_EQ_TOLOC 0.358
+score VFY_ACCT_NORDNS 2.169
+score VISTA_COST 1.959
+score VISTA_TONOM_EQ_TOLOC 0.356
score WORD_INVIS 1.898
score WORD_INVIS_MANY 2.999
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
-score XM_RECPTID 2.961
+score XM_RECPTID 2.951
score XPRIO 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.951
+score YOU_INHERIT 1.237
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916475&r1=1916474&r2=1916475&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Fri Mar 22 02:50:46 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 507560 62.873% (99.405% of non-spam corpus)
-# Correctly spam: 217640 26.960% (73.358% of spam corpus)
-# False positives: 3038 0.376% (0.595% of nonspam, 55057 weighted)
-# False negatives: 79041 9.791% (26.642% of spam, 149400 weighted)
+# Correctly non-spam: 509656 62.771% (99.409% of non-spam corpus)
+# Correctly spam: 220453 27.152% (73.669% of spam corpus)
+# False positives: 3028 0.373% (0.591% of nonspam, 54915 weighted)
+# False negatives: 78793 9.704% (26.331% of spam, 149780 weighted)
# Average score for spam: 7.4 nonspam: 0.4
# Average for false-pos: 6.2 false-neg: 1.9
-# TOTAL: 807279 100.00%
+# TOTAL: 811930 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63370 99.36%
-# Correctly spam: 27167 73.40%
-# False positives: 405 0.64%
-# False negatives: 9843 26.60%
-# TCR(l=50): 1.229854 SpamRecall: 73.404% SpamPrec: 98.531%
+# Correctly non-spam: 63635 99.34%
+# Correctly spam: 27635 73.98%
+# False positives: 422 0.66%
+# False negatives: 9719 26.02%
+# TCR(l=50): 1.212045 SpamRecall: 73.981% SpamPrec: 98.496%
##### 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: 501707 98.26%
-# Correctly spam: 130027 43.83%
-# False positives: 8891 1.74%
-# False negatives: 166654 56.17%
-# TCR(l=50): 0.485404 SpamRecall: 43.827% SpamPrec: 93.600%
+# Correctly non-spam: 503782 98.26%
+# Correctly spam: 132092 44.14%
+# False positives: 8902 1.74%
+# False negatives: 167154 55.86%
+# TCR(l=50): 0.488761 SpamRecall: 44.142% SpamPrec: 93.686%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 62634 98.21%
-# Correctly spam: 16248 43.90%
-# False positives: 1141 1.79%
-# False negatives: 20762 56.10%
-# TCR(l=50): 0.475634 SpamRecall: 43.902% SpamPrec: 93.438%
+# Correctly non-spam: 62878 98.16%
+# Correctly spam: 16512 44.20%
+# False positives: 1179 1.84%
+# False negatives: 20842 55.80%
+# TCR(l=50): 0.468142 SpamRecall: 44.204% SpamPrec: 93.336%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916475&r1=1916474&r2=1916475&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Fri Mar 22 02:50:46 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 505113 63.868% (99.555% of non-spam corpus)
-# Correctly spam: 227706 28.792% (80.318% of spam corpus)
-# False positives: 2259 0.286% (0.445% of nonspam, 91326 weighted)
-# False negatives: 55798 7.055% (19.682% of spam, 100765 weighted)
-# Average score for spam: 12.2 nonspam: -1.1
-# Average for false-pos: 7.2 false-neg: 1.8
+# Correctly non-spam: 505176 63.876% (99.567% of non-spam corpus)
+# Correctly spam: 227737 28.796% (80.329% of spam corpus)
+# False positives: 2196 0.278% (0.433% of nonspam, 89547 weighted)
+# False negatives: 55767 7.051% (19.671% of spam, 100571 weighted)
+# Average score for spam: 12.1 nonspam: -1.0
+# Average for false-pos: 7.3 false-neg: 1.8
# TOTAL: 790876 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 63087 99.56%
-# Correctly spam: 28449 80.24%
-# False positives: 278 0.44%
-# False negatives: 7007 19.76%
-# TCR(l=50): 1.695891 SpamRecall: 80.237% SpamPrec: 99.032%
+# Correctly non-spam: 63086 99.56%
+# Correctly spam: 28457 80.26%
+# False positives: 279 0.44%
+# False negatives: 6999 19.74%
+# TCR(l=50): 1.692491 SpamRecall: 80.260% SpamPrec: 99.029%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...