Modified: spamassassin/trunk/rulesrc/scores/scores-set2
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916891&r1=1916890&r2=1916891&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Apr 10 02:47:48 2024
@@ -1,248 +1,246 @@
-# Using score set 0 logs for revision 1916857 from:
-# ham-ena-week0.r1916857.log ham-ena-week1.r1916857.log ham-ena-week2.r1916857.log ham-ena-week3.r1916857.log ham-ena-week4.r1916857.log ham-giovanni-ham.r1916857.log ham-giovanni-spammy.r1916857.log ham-giovanni-spam.r1916857.log ham-grenier.r1916857.log ham-hege.r1916857.log ham-jhardin.r1916857.log ham-llanga.r1916857.log ham-mmiroslaw-mails-ham.r1916857.log ham-mmiroslaw-mails-spam.r1916857.log ham-spamsponge.r1916857.log ham-tsz-corpus.r1916857.log ham-whyscream.r1916857.log spam-ena-week0.r1916857.log spam-ena-week1.r1916857.log spam-ena-week2.r1916857.log spam-ena-week3.r1916857.log spam-ena-week4.r1916857.log spam-giovanni-ham.r1916857.log spam-giovanni-spammy.r1916857.log spam-giovanni-spam.r1916857.log spam-grenier.r1916857.log spam-hege.r1916857.log spam-jhardin.r1916857.log spam-llanga.r1916857.log spam-mmiroslaw-mails-ham.r1916857.log spam-mmiroslaw-mails-spam.r1916857.log spam-spamsponge.r1916857.log spam-tsz-corpus.r1916857.log spam-whyscream.r1916857.log
+# Using score set 0 logs for revision 1916881 from:
+# ham-ena-week0.r1916881.log ham-ena-week1.r1916881.log ham-ena-week2.r1916881.log ham-ena-week3.r1916881.log ham-ena-week4.r1916881.log ham-giovanni-ham.r1916881.log ham-giovanni-spammy.r1916881.log ham-giovanni-spam.r1916881.log ham-grenier.r1916881.log ham-hege.r1916881.log ham-jhardin.r1916881.log ham-llanga.r1916881.log ham-mmiroslaw-mails-ham.r1916881.log ham-mmiroslaw-mails-spam.r1916881.log ham-spamsponge.r1916881.log ham-tsz-corpus.r1916881.log ham-whyscream.r1916881.log spam-ena-week0.r1916881.log spam-ena-week1.r1916881.log spam-ena-week2.r1916881.log spam-ena-week3.r1916881.log spam-ena-week4.r1916881.log spam-giovanni-ham.r1916881.log spam-giovanni-spammy.r1916881.log spam-giovanni-spam.r1916881.log spam-grenier.r1916881.log spam-hege.r1916881.log spam-jhardin.r1916881.log spam-llanga.r1916881.log spam-mmiroslaw-mails-ham.r1916881.log spam-mmiroslaw-mails-spam.r1916881.log spam-spamsponge.r1916881.log spam-tsz-corpus.r1916881.log spam-whyscream.r1916881.log
-score ACCT_PHISHING_MANY 2.555
+score ACCT_PHISHING_MANY 2.585
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.499
+score AC_FROM_MANY_DOTS 0.001
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 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.490
-score ADVANCE_FEE_3_NEW 3.399
+score ADVANCE_FEE_2_NEW_MONEY 0.789
+score ADVANCE_FEE_3_NEW 3.496
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.202
-score ADVANCE_FEE_4_NEW 2.488
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.194
+score ADVANCE_FEE_3_NEW_MONEY 0.123
+score ADVANCE_FEE_4_NEW 1.913
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 # force non-zero
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.299
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.929
-score AD_PREFS 0.045
+score ADVANCE_FEE_5_NEW 2.399
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 2.217
+score AD_PREFS 0.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.199
-score BIGNUM_EMAILS_FREEM 1.352
-score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 3.000
-score BITCOIN_EXTORT_01 1.401
-score BITCOIN_MALWARE 2.626
-score BITCOIN_OBFU_SUBJ 1.224
-score BITCOIN_ONAN 2.227
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_X_FF_SEZ_S 3.299
+score BIGNUM_EMAILS_FREEM 2.135
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 1.403
+score BITCOIN_MALWARE 2.553
+score BITCOIN_OBFU_SUBJ 2.839
+score BITCOIN_ONAN 0.912
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 3.499
+score BITCOIN_SPAM_07 2.100
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 0.088
+score BITCOIN_TOEQFM 2.000
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.500
+score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 2.999
+score BODY_URI_ONLY 3.000
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.734
-score CANT_SEE_AD 0.783
-score CK_HELO_GENERIC 0.250
+score BOGUS_MSM_HDRS 0.423
+score CANT_SEE_AD 1.473
+score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
-score CTE_8BIT_MISMATCH 1.000
-score DATE_IN_FUTURE_Q_PLUS 3.031
-score DEAR_BENEFICIARY 1.921
+score CTE_8BIT_MISMATCH 0.999
+score DATE_IN_FUTURE_Q_PLUS 2.705
+score DEAR_BENEFICIARY 1.001
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 0.918
+score DYNAMIC_IMGUR 2.408
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.805
-score FBI_SPOOF 1.166
-score FILL_THIS_FORM 0.331
+score FBI_MONEY 1.799
+score FBI_SPOOF 0.077
+score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.872
+score FONT_INVIS_HTML_NOHTML 2.599
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.643
-score FORM_FRAUD 0.151
-score FORM_FRAUD_3 0.001
+score FONT_INVIS_POSTEXTRAS 2.651
+score FORM_FRAUD 0.353
+score FORM_FRAUD_3 2.699
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 2.254
-score FROM_IN_TO_AND_SUBJ 1.799
+score FOUND_YOU 3.133
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
+score FROM_ADDR_WS 2.252
+score FROM_IN_TO_AND_SUBJ 1.899
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.400
+score FROM_MISSP_EH_MATCH 0.587
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.331
+score FROM_MISSP_TO_UNDISC 0.986
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_NTLD_REPLY_FREEMAIL 0.530
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.399
-score FROM_UNBAL2 2.399
-score FROM_WSP_LEAD 2.500
-score FROM_WSP_TRAIL 0.134
+score FROM_WSP_LEAD 2.491
+score FROM_WSP_TRAIL 0.232
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.499
score FUZZY_PRIVACY 2.799
-score GB_BITCOIN_CP 2.320
+score GB_BITCOIN_CP 0.696
score GB_BITCOIN_NH 2.999
score GB_CUSTOM_HTM_URI 1.038
-score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_MALWARE_DNLD 4.877
+score GB_FAKE_RF_SHORT 1.940
+score GB_FREEMAIL_DISPTO 0.001
+score GOOG_MALWARE_DNLD 4.793
score GOOG_REDIR_NORDNS 2.600
-score GOOG_STO_IMG_HTML 2.502
+score GOOG_STO_IMG_HTML 2.501
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 1.038
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 1.729
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 1.536
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 1.750
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_NAME_FM_MR_MRS 1.382
-score HK_NAME_MR_MRS 0.999
+score HK_LOTTO 0.999
+score HK_NAME_FM_MR_MRS 1.487
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.001
+score HK_WIN 0.001 # force non-zero
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.893
+score HOSTED_IMG_FREEM 0.258
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.663
+score HTML_FONT_TINY_NORDNS 0.613
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 2.402
score HTML_TEXT_INVISIBLE_FONT 1.999
score HTML_TEXT_INVISIBLE_STYLE 0.001
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.401
-score KHOP_HELO_FCRDNS 0.400
+score KHOP_HELO_FCRDNS 0.399
score KHOP_UNSUB_EMAIL 2.699
score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.152
-score LONG_INVISIBLE_TEXT 2.288
-score LOTS_OF_MONEY 0.010
+score LONG_IMG_URI 1.688
+score LONG_INVISIBLE_TEXT 2.997
+score LOTS_OF_MONEY 0.009
score LOTTO_AGENT 1.499
-score LOTTO_DEPT 1.939
-score MALWARE_NORDNS 0.376
-score MANY_SUBDOM 2.900
-score MAY_BE_FORGED 1.999
-score MILLION_HUNDRED 0.485
+score LOTTO_DEPT 1.865
+score MALWARE_NORDNS 1.197
+score MANY_SUBDOM 2.899
+score MILLION_HUNDRED 0.164
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 2.000
+score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.999
+score MIXED_ES 1.899
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 1.005
-score MONEY_FREEMAIL_REPTO 2.836
-score MONEY_FROM_41 1.937
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 2.465
+score MONEY_FREEMAIL_REPTO 2.914
+score MONEY_FROM_41 1.936
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 1.004
-score NA_DOLLARS 0.001 # force non-zero
-score NICE_REPLY_A -0.663
-score NORDNS_LOW_CONTRAST 1.223
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
+score MSGID_NOFQDN1 0.494
+score NA_DOLLARS 0.001
+score NICE_REPLY_A -2.416
+score NORDNS_LOW_CONTRAST 1.269
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
score NSL_RCVD_HELO_USER 0.001
-score OBFU_TEXT_ATTACH 0.430
score ODD_FREEM_REPTO 2.999
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BRAND_SUBJ_NAKED_TO 1.000
-score PDS_BTC_ID 0.500
+score PDS_BRAND_SUBJ_NAKED_TO 0.999
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.051
-score PDS_FROM_NAME_TO_DOMAIN 1.637
+score PDS_FRNOM_TODOM_NAKED_TO 0.406
+score PDS_FROM_NAME_TO_DOMAIN 1.908
score PDS_HP_HELO_NORDNS 0.999
score PDS_OTHER_BAD_TLD 1.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.634
+score RATWARE_NO_RDNS 2.496
score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD_GM 3.000
-score RISK_FREE 2.499
-score SCC_BOGUS_CTE_1 0.979
-score SCC_CANSPAM_1 1.347
-score SCC_CANSPAM_2 2.252
+score REPTO_419_FRAUD_GM 1.155
+score RISK_FREE 1.170
+score SCC_BOGUS_CTE_1 3.365
+score SCC_CANSPAM_1 1.955
+score SCC_CANSPAM_2 2.250
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.685
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.288
+score SCC_SPAMMER_ADDR_2 2.412
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.284
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_IMG_SUSP_NTLD 1.141
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.217
+score SPOOFED_FREEMAIL_NO_RDNS 0.106
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.001
-score STY_INVIS_DIRECT 2.499
-score SUBJ_ATTENTION 0.499
+score STATIC_XPRIO_OLE 1.003
+score STY_INVIS_DIRECT 2.040
+score SUBJ_ATTENTION 0.500
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 2.000
-score THIS_AD 1.999
-score THIS_IS_ADV_SUSP_NTLD 1.471
+score TEQF_USR_POLITE 1.891
+score THIS_AD 1.899
+score THIS_IS_ADV_SUSP_NTLD 1.270
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.098
+score TO_EQ_FM_DOM_HTML_IMG 2.101
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.615
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_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TVD_FROM_1 0.999
score TVD_PH_7 2.999
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.604
-score TVD_SUBJ_NUM_OBFU_MINFP 0.790
-score UNDISC_FREEM 3.000
+score TVD_SPACE_RATIO_MINFP 1.597
+score TVD_SUBJ_NUM_OBFU_MINFP 0.198
+score UNDISC_FREEM 2.999
score UNDISC_MONEY 3.199
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
+score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.138
+score URI_IMG_CWINDOWSNET 3.136
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 3.200
+score URI_PHISH 2.484
score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 1.574
-score URI_WP_HACKED 3.500
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.612
-score VISTA_COST 0.502
+score VFY_ACCT_NORDNS 2.826
+score VISTA_COST 0.501
score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 3.199
-score WORD_INVIS 1.579
+score WIKI_IMG 3.200
+score WORD_INVIS 1.582
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 1.837
+score XPRIO 1.886
+score XPRIO_SHORT_SUBJ 0.731
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 0.771
+score YOU_INHERIT 1.549
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -258,6 +256,7 @@ score ALIBABA_IMG_NOT_RCVD_ALI 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
@@ -302,7 +301,6 @@ score HAS_X_OUTGOING_SPAM_STAT 1.0
score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
-score HK_LOTTO 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
@@ -320,7 +318,6 @@ 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
@@ -386,7 +383,6 @@ score URI_ADOBESPARK 1.0
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
-score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
score URI_HEX_IP 1.000
@@ -401,7 +397,6 @@ score VPS_NO_NTLD 1.0
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS_MANY 1.000
score XM_DIGITS_ONLY 1.000
-score XPRIO_SHORT_SUBJ 1.000
# in active.list but have no hits in recent corpus
score ARC_SIGNED 0.001 # force non-zero
score ARC_VALID 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916891&r1=1916890&r2=1916891&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Apr 10 02:47:48 2024
@@ -1,268 +1,268 @@
# Using score set 1 logs for revision 1916829 from:
# ham-net-ena-week0.r1916829.log ham-net-ena-week1.r1916829.log ham-net-ena-week2.r1916829.log ham-net-ena-week3.r1916829.log ham-net-ena-week4.r1916829.log ham-net-giovanni-ham.r1916829.log ham-net-giovanni-spammy.r1916829.log ham-net-giovanni-spam.r1916829.log ham-net-grenier.r1916829.log ham-net-hege.r1916829.log ham-net-jhardin.r1916829.log ham-net-llanga.r1916829.log ham-net-mmiroslaw-mails-ham.r1916829.log ham-net-mmiroslaw-mails-spam.r1916829.log ham-net-spamsponge.r1916829.log ham-net-tsz-corpus.r1916829.log ham-net-whyscream.r1916829.log spam-net-ena-week0.r1916829.log spam-net-ena-week1.r1916829.log spam-net-ena-week2.r1916829.log spam-net-ena-week3.r1916829.log spam-net-ena-week4.r1916829.log spam-net-giovanni-ham.r1916829.log spam-net-giovanni-spammy.r1916829.log spam-net-giovanni-spam.r1916829.log spam-net-grenier.r1916829.log spam-net-jhardin.r1916829.log spam-net-llanga.r1916829.log spam-net-mmiroslaw-mails-ham.r1916829.log spam-net-mmiroslaw-mails-spam.r1916829.log s
pam-net-spamsponge.r1916829.log spam-net-tsz-corpus.r1916829.log spam-net-whyscream.r1916829.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.996
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 0.414
-score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.184
-score ADVANCE_FEE_2_NEW_MONEY 0.174
+score AC_FROM_MANY_DOTS 2.497
+score AC_HTML_NONSENSE_TAGS 1.998
+score AC_POST_EXTRAS 0.404
+score ADMITS_SPAM 3.096
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.898
+score ADVANCE_FEE_2_NEW_MONEY 0.132
score ADVANCE_FEE_3_NEW 2.518
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.919
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.675
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.399
+score ADVANCE_FEE_5_NEW 2.397
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 3.032
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
+score ADVANCE_FEE_5_NEW_MONEY 2.495
+score AMAZON_IMG_NOT_RCVD_AMZN 2.384
+score APOSTROPHE_TOCC 0.998
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.299
-score BIGNUM_EMAILS_FREEM 2.733
-score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 2.695
-score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALWARE 1.184
-score BITCOIN_OBFU_SUBJ 0.615
-score BITCOIN_ONAN 2.678
-score BITCOIN_SPAM_02 1.293
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 1.126
-score BITCOIN_SPAM_09 1.499
+score AXB_X_FF_SEZ_S 3.296
+score BIGNUM_EMAILS_FREEM 1.420
+score BIGNUM_EMAILS_MANY 2.996
+score BITCOIN_DEADLINE 0.669
+score BITCOIN_EXTORT_01 0.663
+score BITCOIN_MALWARE 3.338
+score BITCOIN_OBFU_SUBJ 1.472
+score BITCOIN_ONAN 1.318
+score BITCOIN_SPAM_02 1.205
+score BITCOIN_SPAM_03 2.497
+score BITCOIN_SPAM_07 1.112
+score BITCOIN_SPAM_09 1.498
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.981
+score BITCOIN_XPRIO 2.497
+score BITCOIN_YOUR_INFO 2.986
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.400
-score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.638
-score CANT_SEE_AD 0.814
-score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.499
+score BODY_URI_ONLY 1.401
+score BOGUS_MIME_VERSION 3.496
+score BOGUS_MSM_HDRS 0.727
+score CANT_SEE_AD 1.107
+score CK_HELO_GENERIC 0.248
+score COMPENSATION 1.498
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 3.399
-score DEAR_BENEFICIARY 2.293
-score DKIMWL_WL_HIGH -1.701
+score DATE_IN_FUTURE_Q_PLUS 3.396
+score DEAR_BENEFICIARY 2.262
+score DKIMWL_WL_HIGH -2.049
score DKIMWL_WL_MED -0.001
-score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 3.544
-score ENCRYPTED_MESSAGE -1.000
-score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.101
-score FBI_SPOOF 0.725
+score DSN_NO_MIMEVERSION 1.997
+score DYNAMIC_IMGUR 2.586
+score ENCRYPTED_MESSAGE -0.999
+score END_FUTURE_EMAILS 2.498
+score FBI_MONEY 1.116
+score FBI_SPOOF 0.540
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 1.870
-score FONT_INVIS_HTML_NOHTML 2.330
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.668
-score FONT_INVIS_POSTEXTRAS 2.974
-score FORGED_SPF_HELO 2.799
+score FONT_INVIS_DIRECT 2.043
+score FONT_INVIS_HTML_NOHTML 1.291
+score FONT_INVIS_LONG_LINE 2.997
+score FONT_INVIS_MSGID 2.497
+score FONT_INVIS_NORDNS 1.671
+score FONT_INVIS_POSTEXTRAS 2.972
+score FORGED_SPF_HELO 2.796
score FORM_FRAUD 0.001
score FORM_FRAUD_3 2.599
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_ADDR_WS 0.457
-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 -0.410
-score FROM_GOV_SPOOF 0.999
-score FROM_IN_TO_AND_SUBJ 0.001
+score FOUND_YOU 3.247
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FROM_ADDR_WS 0.451
+score FROM_BANK_NOAUTH 0.998
+score FROM_FMBLA_NEWDOM 1.498
+score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.999
+score FROM_GOV_SPOOF 0.998
+score FROM_IN_TO_AND_SUBJ 0.254
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.812
+score FROM_MISSP_DYNIP 0.838
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.065
-score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_FREEMAIL 0.062
+score FROM_MISSP_MSFT 0.001 # force non-zero
score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 1.387
+score FROM_MISSP_TO_UNDISC 2.021
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.716
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_NTLD_REPLY_FREEMAIL 0.310
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 2.000
-score FROM_UNBAL1 2.499
-score FROM_UNBAL2 2.399
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FROM_UNBAL1 2.497
+score FROM_UNBAL2 2.397
score FROM_WSP_LEAD 1.695
score FROM_WSP_TRAIL 0.001
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.499
-score FUZZY_PRIVACY 2.699
-score FUZZY_SECURITY 2.399
-score GB_BITCOIN_CP 2.155
-score GB_BITCOIN_NH 2.999
-score GB_CUSTOM_HTM_URI 1.298
-score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 4.628
-score GOOG_MALWARE_DNLD 4.876
+score FUZZY_CLICK_HERE 3.496
+score FUZZY_PRIVACY 2.696
+score FUZZY_SECURITY 2.397
+score GB_BITCOIN_CP 1.355
+score GB_BITCOIN_NH 2.996
+score GB_CUSTOM_HTM_URI 1.296
+score GB_FAKE_RF_SHORT 1.997
+score GB_FREEMAIL_DISPTO 0.001
+score GB_HASHBL_BTC 4.605
+score GOOG_MALWARE_DNLD 4.999
score GOOG_REDIR_NORDNS 1.225
-score GOOG_STO_IMG_HTML 2.224
-score GOOG_STO_NOIMG_HTML 3.000
-score HDRS_LCASE_IMGONLY 0.099
+score GOOG_STO_IMG_HTML 2.219
+score GOOG_STO_NOIMG_HTML 2.996
+score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.441
-score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.839
-score HK_NAME_MR_MRS 0.999
+score HDR_ORDER_FTSDMCXX_NORDNS 3.496
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 0.455
+score HK_LOTTO 0.998
+score HK_NAME_FM_MR_MRS 0.843
+score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
-score HK_WIN 0.001 # force non-zero
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.668
-score HOSTED_IMG_MULTI_PUB_01 2.999
+score HK_WIN 0.001
+score HOSTED_IMG_DIRECT_MX 3.496
+score HOSTED_IMG_FREEM 1.657
+score HOSTED_IMG_MULTI_PUB_01 2.996
score HREF_EMPTY_NORDNS 0.001
-score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII 2.999
+score HTML_BADATTR 0.998
+score HTML_ENTITY_ASCII 2.996
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.977
-score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 1.194
-score IMG_ONLY_FM_DOM_INFO 2.499
+score HTML_OFF_PAGE 2.996
+score HTML_SINGLET_MANY 2.497
+score HTML_TAG_BALANCE_CENTER 2.996
+score HTML_TEXT_INVISIBLE_FONT 1.997
+score HTML_TEXT_INVISIBLE_STYLE 1.154
+score IMG_ONLY_FM_DOM_INFO 2.497
score KHOP_HELO_FCRDNS 0.001
-score KHOP_UNSUB_EMAIL 2.599
-score LIST_PARTIAL_SHORT_MSG 1.170
-score LONG_HEX_URI 2.250
-score LONG_IMG_URI 0.451
-score LONG_INVISIBLE_TEXT 1.829
+score KHOP_UNSUB_EMAIL 2.596
+score LIST_PARTIAL_SHORT_MSG 1.171
+score LONG_HEX_URI 2.244
+score LONG_IMG_URI 0.455
+score LONG_INVISIBLE_TEXT 1.824
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score LOTTO_DEPT 1.863
-score MALWARE_NORDNS 1.777
-score MANY_SUBDOM 2.899
-score MILLION_HUNDRED 1.403
+score LOTTO_DEPT 1.978
+score MALWARE_NORDNS 0.887
+score MANY_SUBDOM 2.896
+score MILLION_HUNDRED 1.395
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.999
-score MIXED_ES 1.900
-score MIXED_HREF_CASE 1.999
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score MIME_NO_TEXT 1.997
+score MIXED_ES 1.897
+score MIXED_HREF_CASE 1.997
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001 # force non-zero
+score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.280
+score MONEY_FRAUD_8 3.132
score MONEY_FREEMAIL_REPTO 0.001
-score MONEY_FROM_41 0.067
+score MONEY_FROM_41 0.073
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.279
-score MSGID_NOFQDN1 2.222
+score MONEY_NOHTML 1.285
+score MSGID_NOFQDN1 2.224
score NA_DOLLARS 0.001
-score NICE_REPLY_A -1.751
+score NICE_REPLY_A -3.441
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.001
score ODD_FREEM_REPTO 2.244
-score PDS_BAD_THREAD_QP_64 1.000
-score PDS_BRAND_SUBJ_NAKED_TO 0.999
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.422
-score PDS_DBL_URL_TNB_RUNON 1.099
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.196
-score PDS_FROM_NAME_TO_DOMAIN 0.001
-score PDS_HELO_SPF_FAIL 1.999
+score PDS_BAD_THREAD_QP_64 0.998
+score PDS_BRAND_SUBJ_NAKED_TO 0.998
+score PDS_BTC_ID 0.498
+score PDS_BTC_MSGID 0.213
+score PDS_DBL_URL_TNB_RUNON 1.114
+score PDS_FRNOM_TODOM_DBL_URL 0.005
+score PDS_FRNOM_TODOM_NAKED_TO 0.424
+score PDS_FROM_NAME_TO_DOMAIN 0.766
+score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.999
-score PHP_SCRIPT 2.499
+score PDS_OTHER_BAD_TLD 1.997
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.955
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 2.479
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD_GM 2.867
-score RISK_FREE 2.499
-score SCC_BOGUS_CTE_1 3.922
-score SCC_CANSPAM_1 1.867
-score SCC_CANSPAM_2 0.302
+score READY_TO_SHIP 1.248
+score REPTO_419_FRAUD_GM 2.254
+score RISK_FREE 2.497
+score SCC_BOGUS_CTE_1 3.571
+score SCC_CANSPAM_1 1.163
+score SCC_CANSPAM_2 0.306
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.299
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.983
-score SHORT_IMG_SUSP_NTLD 1.499
+score SCC_SPAMMER_ADDR_2 3.296
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENER_SHORT_IMG 0.455
+score SHORT_IMG_SUSP_NTLD 1.404
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 0.767
-score STY_INVIS_DIRECT 1.308
-score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 1.773
-score THIS_AD 1.933
-score THIS_IS_ADV_SUSP_NTLD 1.357
+score SPOOFED_FREEM_REPTO 2.497
+score SPOOF_GMAIL_MID 1.498
+score STATIC_XPRIO_OLE 0.764
+score STY_INVIS_DIRECT 1.323
+score SUBJ_ATTENTION 0.498
+score SUSP_UTF8_WORD_FROM 1.997
+score SUSP_UTF8_WORD_SUBJ 1.997
+score TEQF_USR_POLITE 1.771
+score THIS_AD 1.969
+score THIS_IS_ADV_SUSP_NTLD 0.757
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.599
-score TO_EQ_FM_DOM_HTML_ONLY 1.794
+score TO_EQ_FM_DOM_HTML_IMG 2.596
+score TO_EQ_FM_DOM_HTML_ONLY 1.763
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.297
+score TO_EQ_FM_HTML_ONLY 0.311
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.701
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.785
-score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.786
+score TO_NO_BRKTS_FROM_MSSP 2.497
+score TO_NO_BRKTS_HTML_IMG 1.795
+score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.922
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_FROM_1 1.000
-score TVD_PH_7 2.999
-score TVD_SPACE_ENCODED 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.923
+score TO_NO_BRKTS_PCNT 2.497
+score TVD_FROM_1 0.999
+score TVD_PH_7 2.996
+score TVD_SPACE_ENCODED 2.497
score TVD_SPACE_RATIO_MINFP 0.001
-score TVD_SUBJ_NUM_OBFU_MINFP 0.842
-score UNDISC_FREEM 2.799
-score UNDISC_MONEY 3.099
-score UNICODE_OBFU_ASC 2.499
+score TVD_SUBJ_NUM_OBFU_MINFP 1.105
+score UNDISC_FREEM 2.796
+score UNDISC_MONEY 3.096
+score UNICODE_OBFU_ASC 2.497
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 2.499
-score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 1.999
-score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.199
-score URI_ONLY_LOW_CONTRAST 2.499
+score URI_CLOUDFLAREIPFS 2.497
+score URI_DOTEDU 1.997
+score URI_GOOGLE_PROXY 1.997
+score URI_GOOG_STO_SPAMMY 2.996
+score URI_IMG_CWINDOWSNET 3.188
+score URI_ONLY_LOW_CONTRAST 2.497
score URI_PHISH 0.001
-score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 2.490
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 0.898
-score VISTA_TONOM_EQ_TOLOC 0.686
-score WIKI_IMG 3.299
-score WORD_INVIS 2.999
+score URI_TRY_3LD 1.997
+score URI_WP_DIRINDEX 3.002
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.996
+score VISTA_COST 1.030
+score VISTA_TONOM_EQ_TOLOC 0.692
+score WIKI_IMG 3.296
+score WORD_INVIS 2.996
score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.499
-score XM_RECPTID 2.346
-score XPRIO 1.670
-score XPRIO_SHORT_SUBJ 0.834
+score XM_LIGHT_HEAVY 2.497
+score XM_RANDOM 2.497
+score XM_RECPTID 2.341
+score XPRIO 1.661
+score XPRIO_SHORT_SUBJ 2.079
score XPRIO_VISTA 0.001
-score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.803
+score YOUR_DELIVERY_ADDRESS 1.248
+score YOU_INHERIT 0.740
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -349,7 +349,6 @@ 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
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916891&r1=1916890&r2=1916891&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Apr 10 02:47:48 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 537707 60.184% (99.429% of non-spam corpus)
-# Correctly spam: 274114 30.681% (77.732% of spam corpus)
-# False positives: 3087 0.346% (0.571% of nonspam, 61532 weighted)
-# False negatives: 78527 8.789% (22.268% of spam, 147759 weighted)
-# Average score for spam: 7.7 nonspam: 0.5
-# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 893435 100.00%
+# Correctly non-spam: 540595 60.718% (99.436% of non-spam corpus)
+# Correctly spam: 268757 30.186% (77.526% of spam corpus)
+# False positives: 3067 0.344% (0.564% of nonspam, 60227 weighted)
+# False negatives: 77912 8.751% (22.474% of spam, 146686 weighted)
+# Average score for spam: 7.6 nonspam: 0.4
+# Average for false-pos: 6.2 false-neg: 1.9
+# TOTAL: 890331 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 67139 99.41%
-# Correctly spam: 34264 77.93%
-# False positives: 397 0.59%
-# False negatives: 9702 22.07%
-# TCR(l=50): 1.487750 SpamRecall: 77.933% SpamPrec: 98.855%
+# Correctly non-spam: 67508 99.42%
+# Correctly spam: 33675 77.95%
+# False positives: 391 0.58%
+# False negatives: 9524 22.05%
+# TCR(l=50): 1.485829 SpamRecall: 77.953% SpamPrec: 98.852%
##### 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: 531846 98.35%
-# Correctly spam: 141788 40.21%
-# False positives: 8948 1.65%
-# False negatives: 210853 59.79%
-# TCR(l=50): 0.535723 SpamRecall: 40.207% SpamPrec: 94.064%
+# Correctly non-spam: 534458 98.31%
+# Correctly spam: 138307 39.90%
+# False positives: 9204 1.69%
+# False negatives: 208362 60.10%
+# TCR(l=50): 0.518529 SpamRecall: 39.896% SpamPrec: 93.760%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 66432 98.37%
-# Correctly spam: 17576 39.98%
-# False positives: 1104 1.63%
-# False negatives: 26390 60.02%
-# TCR(l=50): 0.538865 SpamRecall: 39.976% SpamPrec: 94.090%
+# Correctly non-spam: 66721 98.27%
+# Correctly spam: 17043 39.45%
+# False positives: 1178 1.73%
+# False negatives: 26156 60.55%
+# TCR(l=50): 0.507889 SpamRecall: 39.452% SpamPrec: 93.535%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916891&r1=1916890&r2=1916891&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Apr 10 02:47:48 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 456085 55.891% (99.506% of non-spam corpus)
-# Correctly spam: 301090 36.897% (84.179% of spam corpus)
-# False positives: 2262 0.277% (0.494% of nonspam, 127155 weighted)
-# False negatives: 56589 6.935% (15.821% of spam, 98987 weighted)
-# Average score for spam: 12.5 nonspam: -1.4
-# Average for false-pos: 7.2 false-neg: 1.7
+# Correctly non-spam: 456112 55.894% (99.512% of non-spam corpus)
+# Correctly spam: 300921 36.876% (84.132% of spam corpus)
+# False positives: 2235 0.274% (0.488% of nonspam, 126277 weighted)
+# False negatives: 56758 6.955% (15.868% of spam, 99994 weighted)
+# Average score for spam: 12.6 nonspam: -1.6
+# Average for false-pos: 7.2 false-neg: 1.8
# TOTAL: 816026 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 56860 99.48%
-# Correctly spam: 37598 84.32%
-# False positives: 298 0.52%
-# False negatives: 6990 15.68%
-# TCR(l=50): 2.036912 SpamRecall: 84.323% SpamPrec: 99.214%
+# Correctly non-spam: 56864 99.49%
+# Correctly spam: 37576 84.27%
+# False positives: 294 0.51%
+# False negatives: 7012 15.73%
+# TCR(l=50): 2.053611 SpamRecall: 84.274% SpamPrec: 99.224%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set2?rev=1916891&r1=1916890&r2=1916891&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set2 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set2 Wed Apr 10 02:47:48 2024
@@ -1,248 +1,246 @@
-# Using score set 0 logs for revision 1916857 from:
-# ham-ena-week0.r1916857.log ham-ena-week1.r1916857.log ham-ena-week2.r1916857.log ham-ena-week3.r1916857.log ham-ena-week4.r1916857.log ham-giovanni-ham.r1916857.log ham-giovanni-spammy.r1916857.log ham-giovanni-spam.r1916857.log ham-grenier.r1916857.log ham-hege.r1916857.log ham-jhardin.r1916857.log ham-llanga.r1916857.log ham-mmiroslaw-mails-ham.r1916857.log ham-mmiroslaw-mails-spam.r1916857.log ham-spamsponge.r1916857.log ham-tsz-corpus.r1916857.log ham-whyscream.r1916857.log spam-ena-week0.r1916857.log spam-ena-week1.r1916857.log spam-ena-week2.r1916857.log spam-ena-week3.r1916857.log spam-ena-week4.r1916857.log spam-giovanni-ham.r1916857.log spam-giovanni-spammy.r1916857.log spam-giovanni-spam.r1916857.log spam-grenier.r1916857.log spam-hege.r1916857.log spam-jhardin.r1916857.log spam-llanga.r1916857.log spam-mmiroslaw-mails-ham.r1916857.log spam-mmiroslaw-mails-spam.r1916857.log spam-spamsponge.r1916857.log spam-tsz-corpus.r1916857.log spam-whyscream.r1916857.log
+# Using score set 0 logs for revision 1916881 from:
+# ham-ena-week0.r1916881.log ham-ena-week1.r1916881.log ham-ena-week2.r1916881.log ham-ena-week3.r1916881.log ham-ena-week4.r1916881.log ham-giovanni-ham.r1916881.log ham-giovanni-spammy.r1916881.log ham-giovanni-spam.r1916881.log ham-grenier.r1916881.log ham-hege.r1916881.log ham-jhardin.r1916881.log ham-llanga.r1916881.log ham-mmiroslaw-mails-ham.r1916881.log ham-mmiroslaw-mails-spam.r1916881.log ham-spamsponge.r1916881.log ham-tsz-corpus.r1916881.log ham-whyscream.r1916881.log spam-ena-week0.r1916881.log spam-ena-week1.r1916881.log spam-ena-week2.r1916881.log spam-ena-week3.r1916881.log spam-ena-week4.r1916881.log spam-giovanni-ham.r1916881.log spam-giovanni-spammy.r1916881.log spam-giovanni-spam.r1916881.log spam-grenier.r1916881.log spam-hege.r1916881.log spam-jhardin.r1916881.log spam-llanga.r1916881.log spam-mmiroslaw-mails-ham.r1916881.log spam-mmiroslaw-mails-spam.r1916881.log spam-spamsponge.r1916881.log spam-tsz-corpus.r1916881.log spam-whyscream.r1916881.log
-score ACCT_PHISHING_MANY 2.555
+score ACCT_PHISHING_MANY 2.585
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
-score AC_FROM_MANY_DOTS 2.499
+score AC_FROM_MANY_DOTS 0.001
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 0.001
-score ADVANCE_FEE_2_NEW_MONEY 0.490
-score ADVANCE_FEE_3_NEW 3.399
+score ADVANCE_FEE_2_NEW_MONEY 0.789
+score ADVANCE_FEE_3_NEW 3.496
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_3_NEW_MONEY 0.202
-score ADVANCE_FEE_4_NEW 2.488
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.194
+score ADVANCE_FEE_3_NEW_MONEY 0.123
+score ADVANCE_FEE_4_NEW 1.913
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 # force non-zero
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.299
-score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 1.929
-score AD_PREFS 0.045
+score ADVANCE_FEE_5_NEW 2.399
+score ADVANCE_FEE_5_NEW_FRM_MNY 0.001 # force non-zero
+score ADVANCE_FEE_5_NEW_MONEY 2.217
+score AD_PREFS 0.499
score AMAZON_IMG_NOT_RCVD_AMZN 2.499
score APOSTROPHE_TOCC 0.999
-score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.199
-score BIGNUM_EMAILS_FREEM 1.352
-score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 3.000
-score BITCOIN_EXTORT_01 1.401
-score BITCOIN_MALWARE 2.626
-score BITCOIN_OBFU_SUBJ 1.224
-score BITCOIN_ONAN 2.227
+score AXB_XMAILER_MIMEOLE_OL_024C2 0.001 # force non-zero
+score AXB_X_FF_SEZ_S 3.299
+score BIGNUM_EMAILS_FREEM 2.135
+score BITCOIN_DEADLINE 2.999
+score BITCOIN_EXTORT_01 1.403
+score BITCOIN_MALWARE 2.553
+score BITCOIN_OBFU_SUBJ 2.839
+score BITCOIN_ONAN 0.912
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 3.499
+score BITCOIN_SPAM_07 2.100
score BITCOIN_SPAM_09 1.499
-score BITCOIN_TOEQFM 0.088
+score BITCOIN_TOEQFM 2.000
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.500
+score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 2.999
+score BODY_URI_ONLY 3.000
score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 2.734
-score CANT_SEE_AD 0.783
-score CK_HELO_GENERIC 0.250
+score BOGUS_MSM_HDRS 0.423
+score CANT_SEE_AD 1.473
+score CK_HELO_GENERIC 0.249
score COMPENSATION 1.499
-score CTE_8BIT_MISMATCH 1.000
-score DATE_IN_FUTURE_Q_PLUS 3.031
-score DEAR_BENEFICIARY 1.921
+score CTE_8BIT_MISMATCH 0.999
+score DATE_IN_FUTURE_Q_PLUS 2.705
+score DEAR_BENEFICIARY 1.001
score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 0.918
+score DYNAMIC_IMGUR 2.408
score ENCRYPTED_MESSAGE -0.999
score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.805
-score FBI_SPOOF 1.166
-score FILL_THIS_FORM 0.331
+score FBI_MONEY 1.799
+score FBI_SPOOF 0.077
+score FILL_THIS_FORM 0.001
score FONT_INVIS_DIRECT 0.001
-score FONT_INVIS_HTML_NOHTML 2.872
+score FONT_INVIS_HTML_NOHTML 2.599
score FONT_INVIS_LONG_LINE 2.999
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
-score FONT_INVIS_POSTEXTRAS 2.643
-score FORM_FRAUD 0.151
-score FORM_FRAUD_3 0.001
+score FONT_INVIS_POSTEXTRAS 2.651
+score FORM_FRAUD 0.353
+score FORM_FRAUD_3 2.699
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001
-score FROM_ADDR_WS 2.254
-score FROM_IN_TO_AND_SUBJ 1.799
+score FOUND_YOU 3.133
+score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
+score FROM_ADDR_WS 2.252
+score FROM_IN_TO_AND_SUBJ 1.899
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
-score FROM_MISSP_EH_MATCH 0.400
+score FROM_MISSP_EH_MATCH 0.587
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 2.499
-score FROM_MISSP_TO_UNDISC 1.331
+score FROM_MISSP_TO_UNDISC 0.986
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.999
-score FROM_SUSPICIOUS_NTLD 0.500
+score FROM_NTLD_REPLY_FREEMAIL 0.530
+score FROM_SUSPICIOUS_NTLD 0.499
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.399
-score FROM_UNBAL2 2.399
-score FROM_WSP_LEAD 2.500
-score FROM_WSP_TRAIL 0.134
+score FROM_WSP_LEAD 2.491
+score FROM_WSP_TRAIL 0.232
score FSL_CTYPE_WIN1251 0.001
-score FSL_NEW_HELO_USER 0.001 # force non-zero
+score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.499
score FUZZY_PRIVACY 2.799
-score GB_BITCOIN_CP 2.320
+score GB_BITCOIN_CP 0.696
score GB_BITCOIN_NH 2.999
score GB_CUSTOM_HTM_URI 1.038
-score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GOOG_MALWARE_DNLD 4.877
+score GB_FAKE_RF_SHORT 1.940
+score GB_FREEMAIL_DISPTO 0.001
+score GOOG_MALWARE_DNLD 4.793
score GOOG_REDIR_NORDNS 2.600
-score GOOG_STO_IMG_HTML 2.502
+score GOOG_STO_IMG_HTML 2.501
score GOOG_STO_NOIMG_HTML 2.999
-score HDRS_LCASE_IMGONLY 0.100
-score HDRS_MISSP 1.038
-score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 1.729
+score HDRS_LCASE_IMGONLY 0.099
+score HDRS_MISSP 1.536
+score HDR_ORDER_FTSDMCXX_DIRECT 1.999
+score HDR_ORDER_FTSDMCXX_NORDNS 1.750
score HEADER_FROM_DIFFERENT_DOMAINS 0.249
score HELO_NO_DOMAIN 0.001 # force non-zero
-score HK_NAME_FM_MR_MRS 1.382
-score HK_NAME_MR_MRS 0.999
+score HK_LOTTO 0.999
+score HK_NAME_FM_MR_MRS 1.487
+score HK_NAME_MR_MRS 1.000
score HK_RANDOM_ENVFROM 0.001
score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 1.000
+score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
-score HK_WIN 0.001
+score HK_WIN 0.001 # force non-zero
score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.893
+score HOSTED_IMG_FREEM 0.258
score HOSTED_IMG_MULTI_PUB_01 2.999
score HREF_EMPTY_NORDNS 0.001
score HTML_BADATTR 0.999
score HTML_ENTITY_ASCII 2.999
-score HTML_FONT_TINY_NORDNS 0.663
+score HTML_FONT_TINY_NORDNS 0.613
score HTML_OFF_PAGE 2.999
score HTML_SINGLET_MANY 2.499
score HTML_TAG_BALANCE_CENTER 2.402
score HTML_TEXT_INVISIBLE_FONT 1.999
score HTML_TEXT_INVISIBLE_STYLE 0.001
score IMG_ONLY_FM_DOM_INFO 2.499
-score KHOP_FAKE_EBAY 0.401
-score KHOP_HELO_FCRDNS 0.400
+score KHOP_HELO_FCRDNS 0.399
score KHOP_UNSUB_EMAIL 2.699
score LIST_PARTIAL_SHORT_MSG 2.499
score LONG_HEX_URI 2.999
-score LONG_IMG_URI 0.152
-score LONG_INVISIBLE_TEXT 2.288
-score LOTS_OF_MONEY 0.010
+score LONG_IMG_URI 1.688
+score LONG_INVISIBLE_TEXT 2.997
+score LOTS_OF_MONEY 0.009
score LOTTO_AGENT 1.499
-score LOTTO_DEPT 1.939
-score MALWARE_NORDNS 0.376
-score MANY_SUBDOM 2.900
-score MAY_BE_FORGED 1.999
-score MILLION_HUNDRED 0.485
+score LOTTO_DEPT 1.865
+score MALWARE_NORDNS 1.197
+score MANY_SUBDOM 2.899
+score MILLION_HUNDRED 0.164
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 2.000
+score MIMEOLE_DIRECT_TO_MX 1.999
score MIME_NO_TEXT 1.999
-score MIXED_ES 1.999
+score MIXED_ES 1.899
score MIXED_HREF_CASE 1.999
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
-score MONEY_FRAUD_5 0.001 # force non-zero
-score MONEY_FRAUD_8 1.005
-score MONEY_FREEMAIL_REPTO 2.836
-score MONEY_FROM_41 1.937
+score MONEY_FRAUD_5 0.001
+score MONEY_FRAUD_8 2.465
+score MONEY_FREEMAIL_REPTO 2.914
+score MONEY_FROM_41 1.936
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
-score MSGID_NOFQDN1 1.004
-score NA_DOLLARS 0.001 # force non-zero
-score NICE_REPLY_A -0.663
-score NORDNS_LOW_CONTRAST 1.223
-score NO_FM_NAME_IP_HOSTN 0.001
-score NSL_RCVD_FROM_USER 0.001
+score MSGID_NOFQDN1 0.494
+score NA_DOLLARS 0.001
+score NICE_REPLY_A -2.416
+score NORDNS_LOW_CONTRAST 1.269
+score NO_FM_NAME_IP_HOSTN 0.001 # force non-zero
+score NSL_RCVD_FROM_USER 0.001 # force non-zero
score NSL_RCVD_HELO_USER 0.001
-score OBFU_TEXT_ATTACH 0.430
score ODD_FREEM_REPTO 2.999
score PDS_BAD_THREAD_QP_64 0.999
-score PDS_BRAND_SUBJ_NAKED_TO 1.000
-score PDS_BTC_ID 0.500
+score PDS_BRAND_SUBJ_NAKED_TO 0.999
+score PDS_BTC_ID 0.499
score PDS_BTC_MSGID 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 0.051
-score PDS_FROM_NAME_TO_DOMAIN 1.637
+score PDS_FRNOM_TODOM_NAKED_TO 0.406
+score PDS_FROM_NAME_TO_DOMAIN 1.908
score PDS_HP_HELO_NORDNS 0.999
score PDS_OTHER_BAD_TLD 1.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 1.000
score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 1.634
+score RATWARE_NO_RDNS 2.496
score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD_GM 3.000
-score RISK_FREE 2.499
-score SCC_BOGUS_CTE_1 0.979
-score SCC_CANSPAM_1 1.347
-score SCC_CANSPAM_2 2.252
+score REPTO_419_FRAUD_GM 1.155
+score RISK_FREE 1.170
+score SCC_BOGUS_CTE_1 3.365
+score SCC_CANSPAM_1 1.955
+score SCC_CANSPAM_2 2.250
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 2.685
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.288
+score SCC_SPAMMER_ADDR_2 2.412
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.284
score SHORTENER_SHORT_IMG 0.001
-score SHORT_IMG_SUSP_NTLD 1.499
+score SHORT_IMG_SUSP_NTLD 1.141
score SHORT_SHORTNER 1.999
-score SPOOFED_FREEMAIL_NO_RDNS 0.217
+score SPOOFED_FREEMAIL_NO_RDNS 0.106
score SPOOF_GMAIL_MID 1.499
-score STATIC_XPRIO_OLE 0.001
-score STY_INVIS_DIRECT 2.499
-score SUBJ_ATTENTION 0.499
+score STATIC_XPRIO_OLE 1.003
+score STY_INVIS_DIRECT 2.040
+score SUBJ_ATTENTION 0.500
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 2.000
-score THIS_AD 1.999
-score THIS_IS_ADV_SUSP_NTLD 1.471
+score TEQF_USR_POLITE 1.891
+score THIS_AD 1.899
+score THIS_IS_ADV_SUSP_NTLD 1.270
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.098
+score TO_EQ_FM_DOM_HTML_IMG 2.101
score TO_EQ_FM_DOM_HTML_ONLY 0.001
score TO_EQ_FM_HTML_ONLY 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.999
+score TO_IN_SUBJ 0.099
+score TO_NAME_SUBJ_NO_RDNS 2.615
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_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TVD_FROM_1 0.999
score TVD_PH_7 2.999
score TVD_SPACE_ENCODED 2.499
-score TVD_SPACE_RATIO_MINFP 1.604
-score TVD_SUBJ_NUM_OBFU_MINFP 0.790
-score UNDISC_FREEM 3.000
+score TVD_SPACE_RATIO_MINFP 1.597
+score TVD_SUBJ_NUM_OBFU_MINFP 0.198
+score UNDISC_FREEM 2.999
score UNDISC_MONEY 3.199
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
+score URI_DOTEDU 1.999
score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.138
+score URI_IMG_CWINDOWSNET 3.136
score URI_ONLY_LOW_CONTRAST 2.499
-score URI_PHISH 3.200
+score URI_PHISH 2.484
score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 1.574
-score URI_WP_HACKED 3.500
+score URI_WP_DIRINDEX 3.499
+score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.612
-score VISTA_COST 0.502
+score VFY_ACCT_NORDNS 2.826
+score VISTA_COST 0.501
score VISTA_TONOM_EQ_TOLOC 2.499
-score WIKI_IMG 3.199
-score WORD_INVIS 1.579
+score WIKI_IMG 3.200
+score WORD_INVIS 1.582
score XFER_LOTSA_MONEY 0.001
score XM_LIGHT_HEAVY 2.499
score XM_RANDOM 2.499
score XM_RECPTID 2.999
-score XPRIO 1.837
+score XPRIO 1.886
+score XPRIO_SHORT_SUBJ 0.731
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 0.771
+score YOU_INHERIT 1.549
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -258,6 +256,7 @@ score ALIBABA_IMG_NOT_RCVD_ALI 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
@@ -302,7 +301,6 @@ score HAS_X_OUTGOING_SPAM_STAT 1.0
score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
-score HK_LOTTO 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
@@ -320,7 +318,6 @@ 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
@@ -386,7 +383,6 @@ score URI_ADOBESPARK 1.0
score URI_AZURE_CLOUDAPP 1.000
score URI_DASHGOVEDU 1.000
score URI_DATA 1.000
-score URI_DOTEDU 1.000
score URI_DOTEDU_ENTITY 1.000
score URI_FIREBASEAPP 1.000
score URI_HEX_IP 1.000
@@ -401,7 +397,6 @@ score VPS_NO_NTLD 1.0
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS_MANY 1.000
score XM_DIGITS_ONLY 1.000
-score XPRIO_SHORT_SUBJ 1.000
# in active.list but have no hits in recent corpus
score ARC_SIGNED 0.001 # force non-zero
score ARC_VALID 0.001 # force non-zero
Modified: spamassassin/trunk/rulesrc/scores/scores-set3
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/scores-set3?rev=1916891&r1=1916890&r2=1916891&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/scores-set3 (original)
+++ spamassassin/trunk/rulesrc/scores/scores-set3 Wed Apr 10 02:47:48 2024
@@ -1,268 +1,268 @@
# Using score set 1 logs for revision 1916829 from:
# ham-net-ena-week0.r1916829.log ham-net-ena-week1.r1916829.log ham-net-ena-week2.r1916829.log ham-net-ena-week3.r1916829.log ham-net-ena-week4.r1916829.log ham-net-giovanni-ham.r1916829.log ham-net-giovanni-spammy.r1916829.log ham-net-giovanni-spam.r1916829.log ham-net-grenier.r1916829.log ham-net-hege.r1916829.log ham-net-jhardin.r1916829.log ham-net-llanga.r1916829.log ham-net-mmiroslaw-mails-ham.r1916829.log ham-net-mmiroslaw-mails-spam.r1916829.log ham-net-spamsponge.r1916829.log ham-net-tsz-corpus.r1916829.log ham-net-whyscream.r1916829.log spam-net-ena-week0.r1916829.log spam-net-ena-week1.r1916829.log spam-net-ena-week2.r1916829.log spam-net-ena-week3.r1916829.log spam-net-ena-week4.r1916829.log spam-net-giovanni-ham.r1916829.log spam-net-giovanni-spammy.r1916829.log spam-net-giovanni-spam.r1916829.log spam-net-grenier.r1916829.log spam-net-jhardin.r1916829.log spam-net-llanga.r1916829.log spam-net-mmiroslaw-mails-ham.r1916829.log spam-net-mmiroslaw-mails-spam.r1916829.log s
pam-net-spamsponge.r1916829.log spam-net-tsz-corpus.r1916829.log spam-net-whyscream.r1916829.log
-score ACCT_PHISHING_MANY 2.999
+score ACCT_PHISHING_MANY 2.996
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 0.414
-score ADMITS_SPAM 3.099
-score ADVANCE_FEE_2_NEW_FRM_MNY 0.184
-score ADVANCE_FEE_2_NEW_MONEY 0.174
+score AC_FROM_MANY_DOTS 2.497
+score AC_HTML_NONSENSE_TAGS 1.998
+score AC_POST_EXTRAS 0.404
+score ADMITS_SPAM 3.096
+score ADVANCE_FEE_2_NEW_FRM_MNY 0.898
+score ADVANCE_FEE_2_NEW_MONEY 0.132
score ADVANCE_FEE_3_NEW 2.518
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 0.001
score ADVANCE_FEE_4_NEW 0.001
-score ADVANCE_FEE_4_NEW_FRM_MNY 1.919
+score ADVANCE_FEE_4_NEW_FRM_MNY 0.675
score ADVANCE_FEE_4_NEW_MONEY 0.001
-score ADVANCE_FEE_5_NEW 2.399
+score ADVANCE_FEE_5_NEW 2.397
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
-score ADVANCE_FEE_5_NEW_MONEY 3.032
-score AMAZON_IMG_NOT_RCVD_AMZN 2.499
-score APOSTROPHE_TOCC 0.999
+score ADVANCE_FEE_5_NEW_MONEY 2.495
+score AMAZON_IMG_NOT_RCVD_AMZN 2.384
+score APOSTROPHE_TOCC 0.998
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
-score AXB_X_FF_SEZ_S 3.299
-score BIGNUM_EMAILS_FREEM 2.733
-score BIGNUM_EMAILS_MANY 2.999
-score BITCOIN_DEADLINE 2.695
-score BITCOIN_EXTORT_01 0.001
-score BITCOIN_MALWARE 1.184
-score BITCOIN_OBFU_SUBJ 0.615
-score BITCOIN_ONAN 2.678
-score BITCOIN_SPAM_02 1.293
-score BITCOIN_SPAM_03 2.499
-score BITCOIN_SPAM_07 1.126
-score BITCOIN_SPAM_09 1.499
+score AXB_X_FF_SEZ_S 3.296
+score BIGNUM_EMAILS_FREEM 1.420
+score BIGNUM_EMAILS_MANY 2.996
+score BITCOIN_DEADLINE 0.669
+score BITCOIN_EXTORT_01 0.663
+score BITCOIN_MALWARE 3.338
+score BITCOIN_OBFU_SUBJ 1.472
+score BITCOIN_ONAN 1.318
+score BITCOIN_SPAM_02 1.205
+score BITCOIN_SPAM_03 2.497
+score BITCOIN_SPAM_07 1.112
+score BITCOIN_SPAM_09 1.498
score BITCOIN_TOEQFM 0.001
score BITCOIN_VISTA 0.001
-score BITCOIN_XPRIO 2.499
-score BITCOIN_YOUR_INFO 2.981
+score BITCOIN_XPRIO 2.497
+score BITCOIN_YOUR_INFO 2.986
score BODY_SINGLE_URI 0.001
-score BODY_URI_ONLY 1.400
-score BOGUS_MIME_VERSION 3.499
-score BOGUS_MSM_HDRS 1.638
-score CANT_SEE_AD 0.814
-score CK_HELO_GENERIC 0.249
-score COMPENSATION 1.499
+score BODY_URI_ONLY 1.401
+score BOGUS_MIME_VERSION 3.496
+score BOGUS_MSM_HDRS 0.727
+score CANT_SEE_AD 1.107
+score CK_HELO_GENERIC 0.248
+score COMPENSATION 1.498
score CTE_8BIT_MISMATCH 0.001
-score DATE_IN_FUTURE_Q_PLUS 3.399
-score DEAR_BENEFICIARY 2.293
-score DKIMWL_WL_HIGH -1.701
+score DATE_IN_FUTURE_Q_PLUS 3.396
+score DEAR_BENEFICIARY 2.262
+score DKIMWL_WL_HIGH -2.049
score DKIMWL_WL_MED -0.001
-score DSN_NO_MIMEVERSION 1.999
-score DYNAMIC_IMGUR 3.544
-score ENCRYPTED_MESSAGE -1.000
-score END_FUTURE_EMAILS 2.499
-score FBI_MONEY 1.101
-score FBI_SPOOF 0.725
+score DSN_NO_MIMEVERSION 1.997
+score DYNAMIC_IMGUR 2.586
+score ENCRYPTED_MESSAGE -0.999
+score END_FUTURE_EMAILS 2.498
+score FBI_MONEY 1.116
+score FBI_SPOOF 0.540
score FILL_THIS_FORM 0.001
-score FONT_INVIS_DIRECT 1.870
-score FONT_INVIS_HTML_NOHTML 2.330
-score FONT_INVIS_LONG_LINE 2.999
-score FONT_INVIS_MSGID 2.499
-score FONT_INVIS_NORDNS 1.668
-score FONT_INVIS_POSTEXTRAS 2.974
-score FORGED_SPF_HELO 2.799
+score FONT_INVIS_DIRECT 2.043
+score FONT_INVIS_HTML_NOHTML 1.291
+score FONT_INVIS_LONG_LINE 2.997
+score FONT_INVIS_MSGID 2.497
+score FONT_INVIS_NORDNS 1.671
+score FONT_INVIS_POSTEXTRAS 2.972
+score FORGED_SPF_HELO 2.796
score FORM_FRAUD 0.001
score FORM_FRAUD_3 2.599
score FORM_FRAUD_5 0.001
-score FOUND_YOU 3.249
-score FREEMAIL_FORGED_FROMDOMAIN 0.001 # force non-zero
-score FROM_ADDR_WS 0.457
-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 -0.410
-score FROM_GOV_SPOOF 0.999
-score FROM_IN_TO_AND_SUBJ 0.001
+score FOUND_YOU 3.247
+score FREEMAIL_FORGED_FROMDOMAIN 0.001
+score FROM_ADDR_WS 0.451
+score FROM_BANK_NOAUTH 0.998
+score FROM_FMBLA_NEWDOM 1.498
+score FROM_FMBLA_NEWDOM14 0.998
+score FROM_FMBLA_NEWDOM28 0.798
+score FROM_GOV_DKIM_AU -0.999
+score FROM_GOV_SPOOF 0.998
+score FROM_IN_TO_AND_SUBJ 0.254
score FROM_MISSPACED 0.001
-score FROM_MISSP_DYNIP 0.812
+score FROM_MISSP_DYNIP 0.838
score FROM_MISSP_EH_MATCH 0.001
-score FROM_MISSP_FREEMAIL 0.065
-score FROM_MISSP_MSFT 0.001
+score FROM_MISSP_FREEMAIL 0.062
+score FROM_MISSP_MSFT 0.001 # force non-zero
score FROM_MISSP_PHISH 0.001
score FROM_MISSP_REPLYTO 0.001
score FROM_MISSP_SPF_FAIL 0.001
-score FROM_MISSP_TO_UNDISC 1.387
+score FROM_MISSP_TO_UNDISC 2.021
score FROM_MISSP_USER 0.001
-score FROM_MISSP_XPRIO 0.001
-score FROM_NTLD_REPLY_FREEMAIL 1.716
+score FROM_MISSP_XPRIO 0.001 # force non-zero
+score FROM_NTLD_REPLY_FREEMAIL 0.310
score FROM_SUSPICIOUS_NTLD 0.499
-score FROM_SUSPICIOUS_NTLD_FP 2.000
-score FROM_UNBAL1 2.499
-score FROM_UNBAL2 2.399
+score FROM_SUSPICIOUS_NTLD_FP 1.997
+score FROM_UNBAL1 2.497
+score FROM_UNBAL2 2.397
score FROM_WSP_LEAD 1.695
score FROM_WSP_TRAIL 0.001
score FSL_BULK_SIG 0.001
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
-score FUZZY_CLICK_HERE 3.499
-score FUZZY_PRIVACY 2.699
-score FUZZY_SECURITY 2.399
-score GB_BITCOIN_CP 2.155
-score GB_BITCOIN_NH 2.999
-score GB_CUSTOM_HTM_URI 1.298
-score GB_FAKE_RF_SHORT 1.999
-score GB_FREEMAIL_DISPTO 0.001 # force non-zero
-score GB_HASHBL_BTC 4.628
-score GOOG_MALWARE_DNLD 4.876
+score FUZZY_CLICK_HERE 3.496
+score FUZZY_PRIVACY 2.696
+score FUZZY_SECURITY 2.397
+score GB_BITCOIN_CP 1.355
+score GB_BITCOIN_NH 2.996
+score GB_CUSTOM_HTM_URI 1.296
+score GB_FAKE_RF_SHORT 1.997
+score GB_FREEMAIL_DISPTO 0.001
+score GB_HASHBL_BTC 4.605
+score GOOG_MALWARE_DNLD 4.999
score GOOG_REDIR_NORDNS 1.225
-score GOOG_STO_IMG_HTML 2.224
-score GOOG_STO_NOIMG_HTML 3.000
-score HDRS_LCASE_IMGONLY 0.099
+score GOOG_STO_IMG_HTML 2.219
+score GOOG_STO_NOIMG_HTML 2.996
+score HDRS_LCASE_IMGONLY 0.098
score HDRS_MISSP 0.001
score HDR_ORDER_FTSDMCXX_DIRECT 0.001
-score HDR_ORDER_FTSDMCXX_NORDNS 3.499
-score HEADER_FROM_DIFFERENT_DOMAINS 0.249
-score HELO_NO_DOMAIN 0.441
-score HK_LOTTO 0.999
-score HK_NAME_FM_MR_MRS 0.839
-score HK_NAME_MR_MRS 0.999
+score HDR_ORDER_FTSDMCXX_NORDNS 3.496
+score HEADER_FROM_DIFFERENT_DOMAINS 0.248
+score HELO_NO_DOMAIN 0.455
+score HK_LOTTO 0.998
+score HK_NAME_FM_MR_MRS 0.843
+score HK_NAME_MR_MRS 0.998
score HK_RANDOM_ENVFROM 0.001
-score HK_RANDOM_FROM 0.999
-score HK_RANDOM_REPLYTO 0.999
+score HK_RANDOM_FROM 0.998
+score HK_RANDOM_REPLYTO 0.998
score HK_SCAM 0.001
-score HK_WIN 0.001 # force non-zero
-score HOSTED_IMG_DIRECT_MX 3.499
-score HOSTED_IMG_FREEM 1.668
-score HOSTED_IMG_MULTI_PUB_01 2.999
+score HK_WIN 0.001
+score HOSTED_IMG_DIRECT_MX 3.496
+score HOSTED_IMG_FREEM 1.657
+score HOSTED_IMG_MULTI_PUB_01 2.996
score HREF_EMPTY_NORDNS 0.001
-score HTML_BADATTR 0.999
-score HTML_ENTITY_ASCII 2.999
+score HTML_BADATTR 0.998
+score HTML_ENTITY_ASCII 2.996
score HTML_FONT_TINY_NORDNS 0.001
-score HTML_OFF_PAGE 2.999
-score HTML_SINGLET_MANY 2.499
-score HTML_TAG_BALANCE_CENTER 2.977
-score HTML_TEXT_INVISIBLE_FONT 1.999
-score HTML_TEXT_INVISIBLE_STYLE 1.194
-score IMG_ONLY_FM_DOM_INFO 2.499
+score HTML_OFF_PAGE 2.996
+score HTML_SINGLET_MANY 2.497
+score HTML_TAG_BALANCE_CENTER 2.996
+score HTML_TEXT_INVISIBLE_FONT 1.997
+score HTML_TEXT_INVISIBLE_STYLE 1.154
+score IMG_ONLY_FM_DOM_INFO 2.497
score KHOP_HELO_FCRDNS 0.001
-score KHOP_UNSUB_EMAIL 2.599
-score LIST_PARTIAL_SHORT_MSG 1.170
-score LONG_HEX_URI 2.250
-score LONG_IMG_URI 0.451
-score LONG_INVISIBLE_TEXT 1.829
+score KHOP_UNSUB_EMAIL 2.596
+score LIST_PARTIAL_SHORT_MSG 1.171
+score LONG_HEX_URI 2.244
+score LONG_IMG_URI 0.455
+score LONG_INVISIBLE_TEXT 1.824
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 1.499
-score LOTTO_DEPT 1.863
-score MALWARE_NORDNS 1.777
-score MANY_SUBDOM 2.899
-score MILLION_HUNDRED 1.403
+score LOTTO_DEPT 1.978
+score MALWARE_NORDNS 0.887
+score MANY_SUBDOM 2.896
+score MILLION_HUNDRED 1.395
score MILLION_USD 0.001
-score MIMEOLE_DIRECT_TO_MX 0.001
-score MIME_NO_TEXT 1.999
-score MIXED_ES 1.900
-score MIXED_HREF_CASE 1.999
+score MIMEOLE_DIRECT_TO_MX 0.001 # force non-zero
+score MIME_NO_TEXT 1.997
+score MIXED_ES 1.897
+score MIXED_HREF_CASE 1.997
score MONEY_ATM_CARD 0.001
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
-score MONEY_FRAUD_3 0.001 # force non-zero
+score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
-score MONEY_FRAUD_8 3.280
+score MONEY_FRAUD_8 3.132
score MONEY_FREEMAIL_REPTO 0.001
-score MONEY_FROM_41 0.067
+score MONEY_FROM_41 0.073
score MONEY_FROM_MISSP 0.001
-score MONEY_NOHTML 1.279
-score MSGID_NOFQDN1 2.222
+score MONEY_NOHTML 1.285
+score MSGID_NOFQDN1 2.224
score NA_DOLLARS 0.001
-score NICE_REPLY_A -1.751
+score NICE_REPLY_A -3.441
score NORDNS_LOW_CONTRAST 0.001
score NO_FM_NAME_IP_HOSTN 0.001
score NSL_RCVD_FROM_USER 0.001
-score NSL_RCVD_HELO_USER 0.001 # force non-zero
+score NSL_RCVD_HELO_USER 0.001
score ODD_FREEM_REPTO 2.244
-score PDS_BAD_THREAD_QP_64 1.000
-score PDS_BRAND_SUBJ_NAKED_TO 0.999
-score PDS_BTC_ID 0.499
-score PDS_BTC_MSGID 0.422
-score PDS_DBL_URL_TNB_RUNON 1.099
-score PDS_FRNOM_TODOM_DBL_URL 0.001
-score PDS_FRNOM_TODOM_NAKED_TO 1.196
-score PDS_FROM_NAME_TO_DOMAIN 0.001
-score PDS_HELO_SPF_FAIL 1.999
+score PDS_BAD_THREAD_QP_64 0.998
+score PDS_BRAND_SUBJ_NAKED_TO 0.998
+score PDS_BTC_ID 0.498
+score PDS_BTC_MSGID 0.213
+score PDS_DBL_URL_TNB_RUNON 1.114
+score PDS_FRNOM_TODOM_DBL_URL 0.005
+score PDS_FRNOM_TODOM_NAKED_TO 0.424
+score PDS_FROM_NAME_TO_DOMAIN 0.766
+score PDS_HELO_SPF_FAIL 1.997
score PDS_HP_HELO_NORDNS 0.001
-score PDS_OTHER_BAD_TLD 1.999
-score PHP_SCRIPT 2.499
+score PDS_OTHER_BAD_TLD 1.997
+score PHP_SCRIPT 2.497
score PP_MIME_FAKE_ASCII_TEXT 0.001
-score RAND_MKTG_HEADER 1.999
-score RATWARE_NO_RDNS 0.955
+score RAND_MKTG_HEADER 1.997
+score RATWARE_NO_RDNS 2.479
score RCVD_IN_IADB_COURT -0.001
score RCVD_IN_IADB_LEG_MAND -0.001
score RCVD_IN_MSPIKE_H2 -0.001
-score READY_TO_SHIP 1.249
-score REPTO_419_FRAUD_GM 2.867
-score RISK_FREE 2.499
-score SCC_BOGUS_CTE_1 3.922
-score SCC_CANSPAM_1 1.867
-score SCC_CANSPAM_2 0.302
+score READY_TO_SHIP 1.248
+score REPTO_419_FRAUD_GM 2.254
+score RISK_FREE 2.497
+score SCC_BOGUS_CTE_1 3.571
+score SCC_CANSPAM_1 1.163
+score SCC_CANSPAM_2 0.306
score SCC_ISEMM_LID_1B 1.499
-score SCC_SPAMMER_ADDR_2 3.299
-score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
-score SHORTENER_SHORT_IMG 1.983
-score SHORT_IMG_SUSP_NTLD 1.499
+score SCC_SPAMMER_ADDR_2 3.296
+score SHOPIFY_IMG_NOT_RCVD_SFY 2.497
+score SHORTENER_SHORT_IMG 0.455
+score SHORT_IMG_SUSP_NTLD 1.404
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 0.767
-score STY_INVIS_DIRECT 1.308
-score SUBJ_ATTENTION 0.499
-score SUSP_UTF8_WORD_FROM 1.999
-score SUSP_UTF8_WORD_SUBJ 1.999
-score TEQF_USR_POLITE 1.773
-score THIS_AD 1.933
-score THIS_IS_ADV_SUSP_NTLD 1.357
+score SPOOFED_FREEM_REPTO 2.497
+score SPOOF_GMAIL_MID 1.498
+score STATIC_XPRIO_OLE 0.764
+score STY_INVIS_DIRECT 1.323
+score SUBJ_ATTENTION 0.498
+score SUSP_UTF8_WORD_FROM 1.997
+score SUSP_UTF8_WORD_SUBJ 1.997
+score TEQF_USR_POLITE 1.771
+score THIS_AD 1.969
+score THIS_IS_ADV_SUSP_NTLD 0.757
score TO_EQ_FM_DIRECT_MX 0.001
-score TO_EQ_FM_DOM_HTML_IMG 2.599
-score TO_EQ_FM_DOM_HTML_ONLY 1.794
+score TO_EQ_FM_DOM_HTML_IMG 2.596
+score TO_EQ_FM_DOM_HTML_ONLY 1.763
score TO_EQ_FM_DOM_SPF_FAIL 0.001
-score TO_EQ_FM_HTML_ONLY 0.297
+score TO_EQ_FM_HTML_ONLY 0.311
score TO_EQ_FM_SPF_FAIL 0.001
-score TO_IN_SUBJ 0.100
-score TO_NAME_SUBJ_NO_RDNS 2.701
-score TO_NO_BRKTS_FROM_MSSP 2.499
-score TO_NO_BRKTS_HTML_IMG 1.785
-score TO_NO_BRKTS_HTML_ONLY 1.999
+score TO_IN_SUBJ 0.098
+score TO_NAME_SUBJ_NO_RDNS 2.786
+score TO_NO_BRKTS_FROM_MSSP 2.497
+score TO_NO_BRKTS_HTML_IMG 1.795
+score TO_NO_BRKTS_HTML_ONLY 1.997
score TO_NO_BRKTS_MSFT 0.001
-score TO_NO_BRKTS_NORDNS_HTML 1.922
-score TO_NO_BRKTS_PCNT 2.499
-score TVD_FROM_1 1.000
-score TVD_PH_7 2.999
-score TVD_SPACE_ENCODED 2.499
+score TO_NO_BRKTS_NORDNS_HTML 1.923
+score TO_NO_BRKTS_PCNT 2.497
+score TVD_FROM_1 0.999
+score TVD_PH_7 2.996
+score TVD_SPACE_ENCODED 2.497
score TVD_SPACE_RATIO_MINFP 0.001
-score TVD_SUBJ_NUM_OBFU_MINFP 0.842
-score UNDISC_FREEM 2.799
-score UNDISC_MONEY 3.099
-score UNICODE_OBFU_ASC 2.499
+score TVD_SUBJ_NUM_OBFU_MINFP 1.105
+score UNDISC_FREEM 2.796
+score UNDISC_MONEY 3.096
+score UNICODE_OBFU_ASC 2.497
score UNICODE_OBFU_ZW_MANY 0.001
-score URI_CLOUDFLAREIPFS 2.499
-score URI_DOTEDU 1.999
-score URI_GOOGLE_PROXY 1.999
-score URI_GOOG_STO_SPAMMY 2.999
-score URI_IMG_CWINDOWSNET 3.199
-score URI_ONLY_LOW_CONTRAST 2.499
+score URI_CLOUDFLAREIPFS 2.497
+score URI_DOTEDU 1.997
+score URI_GOOGLE_PROXY 1.997
+score URI_GOOG_STO_SPAMMY 2.996
+score URI_IMG_CWINDOWSNET 3.188
+score URI_ONLY_LOW_CONTRAST 2.497
score URI_PHISH 0.001
-score URI_TRY_3LD 1.999
-score URI_WP_DIRINDEX 2.490
-score URI_WP_HACKED 3.499
-score URI_WP_HACKED_2 2.499
-score VFY_ACCT_NORDNS 2.999
-score VISTA_COST 0.898
-score VISTA_TONOM_EQ_TOLOC 0.686
-score WIKI_IMG 3.299
-score WORD_INVIS 2.999
+score URI_TRY_3LD 1.997
+score URI_WP_DIRINDEX 3.002
+score URI_WP_HACKED 3.496
+score URI_WP_HACKED_2 2.497
+score VFY_ACCT_NORDNS 2.996
+score VISTA_COST 1.030
+score VISTA_TONOM_EQ_TOLOC 0.692
+score WIKI_IMG 3.296
+score WORD_INVIS 2.996
score XFER_LOTSA_MONEY 0.001
-score XM_LIGHT_HEAVY 2.499
-score XM_RANDOM 2.499
-score XM_RECPTID 2.346
-score XPRIO 1.670
-score XPRIO_SHORT_SUBJ 0.834
+score XM_LIGHT_HEAVY 2.497
+score XM_RANDOM 2.497
+score XM_RECPTID 2.341
+score XPRIO 1.661
+score XPRIO_SHORT_SUBJ 2.079
score XPRIO_VISTA 0.001
-score YOUR_DELIVERY_ADDRESS 1.249
-score YOU_INHERIT 1.803
+score YOUR_DELIVERY_ADDRESS 1.248
+score YOU_INHERIT 0.740
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
@@ -349,7 +349,6 @@ 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
Modified: spamassassin/trunk/rulesrc/scores/stats-set0
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set0?rev=1916891&r1=1916890&r2=1916891&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set0 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set0 Wed Apr 10 02:47:48 2024
@@ -1,40 +1,40 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 537707 60.184% (99.429% of non-spam corpus)
-# Correctly spam: 274114 30.681% (77.732% of spam corpus)
-# False positives: 3087 0.346% (0.571% of nonspam, 61532 weighted)
-# False negatives: 78527 8.789% (22.268% of spam, 147759 weighted)
-# Average score for spam: 7.7 nonspam: 0.5
-# Average for false-pos: 6.1 false-neg: 1.9
-# TOTAL: 893435 100.00%
+# Correctly non-spam: 540595 60.718% (99.436% of non-spam corpus)
+# Correctly spam: 268757 30.186% (77.526% of spam corpus)
+# False positives: 3067 0.344% (0.564% of nonspam, 60227 weighted)
+# False negatives: 77912 8.751% (22.474% of spam, 146686 weighted)
+# Average score for spam: 7.6 nonspam: 0.4
+# Average for false-pos: 6.2 false-neg: 1.9
+# TOTAL: 890331 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 67139 99.41%
-# Correctly spam: 34264 77.93%
-# False positives: 397 0.59%
-# False negatives: 9702 22.07%
-# TCR(l=50): 1.487750 SpamRecall: 77.933% SpamPrec: 98.855%
+# Correctly non-spam: 67508 99.42%
+# Correctly spam: 33675 77.95%
+# False positives: 391 0.58%
+# False negatives: 9524 22.05%
+# TCR(l=50): 1.485829 SpamRecall: 77.953% SpamPrec: 98.852%
##### 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: 531846 98.35%
-# Correctly spam: 141788 40.21%
-# False positives: 8948 1.65%
-# False negatives: 210853 59.79%
-# TCR(l=50): 0.535723 SpamRecall: 40.207% SpamPrec: 94.064%
+# Correctly non-spam: 534458 98.31%
+# Correctly spam: 138307 39.90%
+# False positives: 9204 1.69%
+# False negatives: 208362 60.10%
+# TCR(l=50): 0.518529 SpamRecall: 39.896% SpamPrec: 93.760%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 66432 98.37%
-# Correctly spam: 17576 39.98%
-# False positives: 1104 1.63%
-# False negatives: 26390 60.02%
-# TCR(l=50): 0.538865 SpamRecall: 39.976% SpamPrec: 94.090%
+# Correctly non-spam: 66721 98.27%
+# Correctly spam: 17043 39.45%
+# False positives: 1178 1.73%
+# False negatives: 26156 60.55%
+# TCR(l=50): 0.507889 SpamRecall: 39.452% SpamPrec: 93.535%
Modified: spamassassin/trunk/rulesrc/scores/stats-set1
URL: http://svn.apache.org/viewvc/spamassassin/trunk/rulesrc/scores/stats-set1?rev=1916891&r1=1916890&r2=1916891&view=diff
==============================================================================
--- spamassassin/trunk/rulesrc/scores/stats-set1 (original)
+++ spamassassin/trunk/rulesrc/scores/stats-set1 Wed Apr 10 02:47:48 2024
@@ -1,23 +1,23 @@
##### WITH NEW RULES AND SCORES #####
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 456085 55.891% (99.506% of non-spam corpus)
-# Correctly spam: 301090 36.897% (84.179% of spam corpus)
-# False positives: 2262 0.277% (0.494% of nonspam, 127155 weighted)
-# False negatives: 56589 6.935% (15.821% of spam, 98987 weighted)
-# Average score for spam: 12.5 nonspam: -1.4
-# Average for false-pos: 7.2 false-neg: 1.7
+# Correctly non-spam: 456112 55.894% (99.512% of non-spam corpus)
+# Correctly spam: 300921 36.876% (84.132% of spam corpus)
+# False positives: 2235 0.274% (0.488% of nonspam, 126277 weighted)
+# False negatives: 56758 6.955% (15.868% of spam, 99994 weighted)
+# Average score for spam: 12.6 nonspam: -1.6
+# Average for false-pos: 7.2 false-neg: 1.8
# TOTAL: 816026 100.00%
Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 56860 99.48%
-# Correctly spam: 37598 84.32%
-# False positives: 298 0.52%
-# False negatives: 6990 15.68%
-# TCR(l=50): 2.036912 SpamRecall: 84.323% SpamPrec: 99.214%
+# Correctly non-spam: 56864 99.49%
+# Correctly spam: 37576 84.27%
+# False positives: 294 0.51%
+# False negatives: 7012 15.73%
+# TCR(l=50): 2.053611 SpamRecall: 84.274% SpamPrec: 99.224%
##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...