blob: 6c14f47a12b65f0a071bb313400e0572fd4e9d42 [file] [log] [blame]
# Using score set 0 logs for revision 1917131 from:
# ham-ena-week0.r1917131.log ham-ena-week1.r1917131.log ham-ena-week2.r1917131.log ham-ena-week3.r1917131.log ham-ena-week4.r1917131.log ham-giovanni-ham.r1917131.log ham-giovanni-spammy.r1917131.log ham-giovanni-spam.r1917131.log ham-grenier.r1917131.log ham-hege.r1917131.log ham-jhardin.r1917131.log ham-llanga.r1917131.log ham-mmiroslaw-mails-ham.r1917131.log ham-mmiroslaw-mails-spam.r1917131.log ham-spamsponge.r1917131.log ham-tsz-corpus.r1917131.log ham-whyscream.r1917131.log spam-ena-week0.r1917131.log spam-ena-week1.r1917131.log spam-ena-week2.r1917131.log spam-ena-week3.r1917131.log spam-ena-week4.r1917131.log spam-giovanni-ham.r1917131.log spam-giovanni-spammy.r1917131.log spam-giovanni-spam.r1917131.log spam-grenier.r1917131.log spam-hege.r1917131.log spam-jhardin.r1917131.log spam-llanga.r1917131.log spam-mmiroslaw-mails-ham.r1917131.log spam-mmiroslaw-mails-spam.r1917131.log spam-spamsponge.r1917131.log spam-tsz-corpus.r1917131.log spam-whyscream.r1917131.log
score ACCT_PHISHING_MANY 2.999
score AC_BR_BONANZA 0.001
score AC_DIV_BONANZA 0.001
score AC_FROM_MANY_DOTS 0.001
score AC_HTML_NONSENSE_TAGS 1.999
score AC_POST_EXTRAS 0.001
score ADMITS_SPAM 3.099
score ADVANCE_FEE_2_NEW_FRM_MNY 0.001
score ADVANCE_FEE_2_NEW_MONEY 0.809
score ADVANCE_FEE_3_NEW 3.500
score ADVANCE_FEE_3_NEW_FRM_MNY 0.001
score ADVANCE_FEE_3_NEW_MONEY 0.415
score ADVANCE_FEE_4_NEW 2.556
score ADVANCE_FEE_4_NEW_FRM_MNY 0.001
score ADVANCE_FEE_4_NEW_MONEY 0.001
score ADVANCE_FEE_5_NEW 2.399
score ADVANCE_FEE_5_NEW_FRM_MNY 0.001
score ADVANCE_FEE_5_NEW_MONEY 2.135
score AD_PREFS 0.039
score AMAZON_IMG_NOT_RCVD_AMZN 2.251
score APOSTROPHE_TOCC 0.999
score AXB_XMAILER_MIMEOLE_OL_024C2 0.001
score AXB_X_FF_SEZ_S 2.999
score BIGNUM_EMAILS_FREEM 1.865
score BITCOIN_DEADLINE 1.601
score BITCOIN_EXTORT_01 2.000
score BITCOIN_MALWARE 1.146
score BITCOIN_OBFU_SUBJ 3.499
score BITCOIN_ONAN 1.003
score BITCOIN_PAY_ME 2.999
score BITCOIN_SPAM_02 2.499
score BITCOIN_SPAM_03 2.499
score BITCOIN_SPAM_07 0.001
score BITCOIN_SPAM_09 1.499
score BITCOIN_TOEQFM 2.561
score BITCOIN_VISTA 0.001
score BITCOIN_XPRIO 2.499
score BITCOIN_YOUR_INFO 2.999
score BODY_SINGLE_URI 0.001
score BODY_URI_ONLY 2.734
score BOGUS_MIME_VERSION 3.499
score BOGUS_MSM_HDRS 1.294
score CANT_SEE_AD 0.871
score CK_HELO_GENERIC 0.250
score COMPENSATION 1.499
score CTE_8BIT_MISMATCH 0.999
score DEAR_BENEFICIARY 0.840
score DSN_NO_MIMEVERSION 1.999
score DYNAMIC_IMGUR 2.947
score ENCRYPTED_MESSAGE -1.000
score END_FUTURE_EMAILS 2.499
score FBI_MONEY 0.869
score FBI_SPOOF 0.419
score FILL_THIS_FORM 0.169
score FONT_INVIS_DIRECT 0.001
score FONT_INVIS_HTML_NOHTML 2.689
score FONT_INVIS_LONG_LINE 2.319
score FONT_INVIS_MSGID 2.499
score FONT_INVIS_NORDNS 0.001
score FONT_INVIS_POSTEXTRAS 2.648
score FORM_FRAUD 1.000
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 1.695
score FROM_IN_TO_AND_SUBJ 1.799
score FROM_MISSPACED 0.001
score FROM_MISSP_DYNIP 0.001
score FROM_MISSP_EH_MATCH 0.658
score FROM_MISSP_FREEMAIL 0.001
score FROM_MISSP_MSFT 0.001
score FROM_MISSP_PHISH 0.098
score FROM_MISSP_REPLYTO 2.499
score FROM_MISSP_USER 0.001
score FROM_MISSP_XPRIO 0.001
score FROM_NTLD_REPLY_FREEMAIL 0.867
score FROM_SUSPICIOUS_NTLD 0.500
score FROM_SUSPICIOUS_NTLD_FP 1.999
score FROM_UNBAL1 2.399
score FROM_WSP_LEAD 2.650
score FROM_WSP_TRAIL 3.099
score FSL_CTYPE_WIN1251 0.001
score FSL_NEW_HELO_USER 0.001
score FUZZY_CLICK_HERE 3.599
score FUZZY_IMPORTANT 2.499
score FUZZY_PRIVACY 2.799
score GB_BITCOIN_CP 2.589
score GB_BITCOIN_NH 2.688
score GB_CUSTOM_HTM_URI 1.041
score GB_FAKE_RF_SHORT 1.940
score GB_FREEMAIL_DISPTO 0.001
score GB_FREEMAIL_DISPTO_NOTFREEM 0.499
score GOOG_MALWARE_DNLD 4.999
score GOOG_REDIR_NORDNS 2.596
score GOOG_STO_IMG_HTML 2.500
score GOOG_STO_NOIMG_HTML 2.999
score HDRS_LCASE_IMGONLY 0.100
score HDRS_MISSP 2.145
score HDR_ORDER_FTSDMCXX_DIRECT 1.457
score HDR_ORDER_FTSDMCXX_NORDNS 0.676
score HEADER_FROM_DIFFERENT_DOMAINS 0.250
score HELO_NO_DOMAIN 0.001
score HK_LOTTO 0.999
score HK_NAME_FM_MR_MRS 0.750
score HK_NAME_MR_MRS 0.999
score HK_RANDOM_ENVFROM 0.382
score HK_RANDOM_FROM 1.000
score HK_RANDOM_REPLYTO 0.999
score HK_SCAM 0.001
score HOSTED_IMG_DIRECT_MX 3.482
score HOSTED_IMG_FREEM 2.532
score HOSTED_IMG_MULTI_PUB_01 3.000
score HREF_EMPTY_NORDNS 0.498
score HTML_BADATTR 0.999
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_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_HELO_FCRDNS 0.400
score LIST_PARTIAL_SHORT_MSG 2.499
score LONGLN_LOW_CONTRAST 2.401
score LONG_HEX_URI 2.999
score LONG_IMG_URI 0.150
score LONG_INVISIBLE_TEXT 1.785
score LOTS_OF_MONEY 0.010
score LOTTO_AGENT 0.001
score LOTTO_DEPT 0.001
score MALFORMED_FREEMAIL 2.667
score MANY_SUBDOM 2.600
score MAY_BE_FORGED 1.999
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 1.799
score MIXED_HREF_CASE 1.938
score MONEY_ATM_CARD 0.001 # force non-zero
score MONEY_FORM 0.001
score MONEY_FORM_SHORT 0.001
score MONEY_FRAUD_3 0.001
score MONEY_FRAUD_5 0.001
score MONEY_FRAUD_8 3.599
score MONEY_FREEMAIL_REPTO 2.622
score MONEY_FROM_41 1.999
score MONEY_FROM_MISSP 0.001
score MONEY_NOHTML 2.499
score MSGID_NOFQDN1 0.001
score NA_DOLLARS 0.001
score NICE_REPLY_A -3.786
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 1.350
score ODD_FREEM_REPTO 2.999
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 0.001
score PDS_DBL_URL_TNB_RUNON 1.999
score PDS_FRNOM_TODOM_DBL_URL 0.001
score PDS_FRNOM_TODOM_NAKED_TO 0.490
score PDS_FROM_2_EMAILS 0.555
score PDS_FROM_NAME_TO_DOMAIN 1.199
score PDS_HP_HELO_NORDNS 0.896
score PDS_OTHER_BAD_TLD 1.999
score PHP_SCRIPT 2.499
score PP_MIME_FAKE_ASCII_TEXT 0.999
score RAND_MKTG_HEADER 1.999
score RATWARE_NO_RDNS 1.144
score READY_TO_SHIP 1.250
score REPTO_419_FRAUD 2.999
score REPTO_419_FRAUD_GM 1.404
score RISK_FREE 0.001
score SCC_BOGUS_CTE_1 0.971
score SCC_CANSPAM_1 2.101
score SCC_CANSPAM_2 2.250
score SCC_ISEMM_LID_1B 1.499
score SERGIO_SUBJECT_VIAGRA01 2.599
score SHOPIFY_IMG_NOT_RCVD_SFY 2.499
score SHORTENER_SHORT_IMG 0.001
score SHORT_IMG_SUSP_NTLD 0.984
score SHORT_SHORTNER 1.999
score SPOOFED_FREEMAIL_NO_RDNS 0.350
score SPOOF_GMAIL_MID 1.499
score STATIC_XPRIO_OLE 0.001 # force non-zero
score SUBJ_ATTENTION 0.499
score SUSP_UTF8_WORD_FROM 1.999
score SUSP_UTF8_WORD_SUBJ 1.999
score TEQF_USR_POLITE 1.999
score THIS_AD 1.943
score THIS_IS_ADV_SUSP_NTLD 1.372
score TINY_FLOAT 2.799
score TO_EQ_FM_DIRECT_MX 0.001
score TO_EQ_FM_DOM_HTML_IMG 2.399
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 2.841
score TO_NO_BRKTS_FROM_MSSP 2.499
score TO_NO_BRKTS_HTML_IMG 1.691
score TO_NO_BRKTS_HTML_ONLY 1.999
score TO_NO_BRKTS_MSFT 1.150
score TO_NO_BRKTS_NORDNS_HTML 1.999
score TO_NO_BRKTS_PCNT 2.499
score TVD_APPROVED 2.699
score TVD_PH_7 2.801
score TVD_SPACE_ENCODED 2.499
score TVD_SPACE_RATIO_MINFP 1.961
score TVD_SUBJ_NUM_OBFU_MINFP 0.856
score UNDISC_FREEM 2.999
score UNDISC_MONEY 3.499
score UNICODE_OBFU_ASC 2.499
score UNICODE_OBFU_ZW_MANY 0.001
score URI_CLOUDFLAREIPFS 2.499
score URI_GOOGLE_PROXY 1.999
score URI_GOOG_STO_SPAMMY 2.999
score URI_IMG_CWINDOWSNET 3.198
score URI_ONLY_LOW_CONTRAST 2.499
score URI_PHISH 2.398
score URI_TRY_3LD 1.999
score URI_WP_DIRINDEX 3.499
score URI_WP_HACKED 3.499
score URI_WP_HACKED_2 2.499
score VFY_ACCT_NORDNS 2.889
score VISTA_COST 0.569
score VISTA_TONOM_EQ_TOLOC 2.499
score WIKI_IMG 3.199
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 2.999
score XPRIO 0.001
score XPRIO_VISTA 0.001
score YOUR_DELIVERY_ADDRESS 1.249
score YOU_INHERIT 3.000
score AC_SPAMMY_URI_PATTERNS1 1.000
score AC_SPAMMY_URI_PATTERNS10 1.000
score AC_SPAMMY_URI_PATTERNS11 1.000
score AC_SPAMMY_URI_PATTERNS12 1.000
score AC_SPAMMY_URI_PATTERNS2 1.000
score AC_SPAMMY_URI_PATTERNS3 1.000
score AC_SPAMMY_URI_PATTERNS4 1.000
score AC_SPAMMY_URI_PATTERNS8 1.000
score AC_SPAMMY_URI_PATTERNS9 1.000
score ADULT_DATING_COMPANY 10.000
score ADVANCE_FEE_2_NEW_FORM 1.000
score ALIBABA_IMG_NOT_RCVD_ALI 1.000
score APP_DEVELOPMENT_FREEM 1.000
score APP_DEVELOPMENT_NORDNS 1.000
score BEBEE_IMG_NOT_RCVD_BB 1.000
score BIGNUM_EMAILS_MANY 1.000
score BITCOIN_BOMB 1.000
score BITCOIN_EXTORT_02 1.000
score BITCOIN_IMGUR 1.000
score BITCOIN_SPAM_01 1.000
score BITCOIN_SPAM_04 1.000
score BITCOIN_SPAM_06 1.000
score BITCOIN_SPAM_08 1.000
score BITCOIN_SPAM_10 1.000
score BITCOIN_SPAM_11 1.000
score BITCOIN_SPAM_12 1.000
score BOMB_FREEM 1.000
score BOMB_MONEY 1.000
score BTC_ORG 1.000
score BULK_RE_SUSP_NTLD 1.000
score COMMENT_GIBBERISH 1.000
score CONTENT_AFTER_HTML 1.000
score CONTENT_AFTER_HTML_WEAK 1.000
score DAY_I_EARNED 1.000
score DOTGOV_IMAGE 1.000
score EBAY_IMG_NOT_RCVD_EBAY 1.000
score ENVFROM_GOOG_TRIX 1.000
score FACEBOOK_IMG_NOT_RCVD_FB 1.000
score FONT_INVIS_DOTGOV 1.000
score FREEM_FRNUM_UNICD_EMPTY 1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000
score FROM_NTLD_LINKBAIT 1.000
score GAPPY_SALES_LEADS_FREEM 1.000
score GB_FORGED_MUA_POSTFIX 1.000
score GB_GOOGLE_OBFUR 0.750
score GOOGLE_DOCS_PHISH 1.000
score GOOGLE_DOCS_PHISH_MANY 1.000
score GOOGLE_DOC_SUSP 1.000
score GOOGLE_DRIVE_REPLY_BAD_NTLD 1.000
score GOOG_STO_EMAIL_PHISH 1.000
score GOOG_STO_HTML_PHISH 1.000
score GOOG_STO_HTML_PHISH_MANY 1.000
score GOOG_STO_IMG_NOHTML 1.000
score HAS_X_NO_RELAY 1.000
score HAS_X_OUTGOING_SPAM_STAT 1.000
score HDRS_LCASE 0.100
score HEXHASH_WORD 1.000
score HK_CTE_RAW 1.000
score HK_RCVD_IP_MULTICAST 1.000
score HOSTED_IMG_DQ_UNSUB 1.000
score HOSTED_IMG_MULTI 1.000
score HREF_EMPTY_PHPMAIL 1.000
score HREF_EMPTY_XANTIABUSE 1.000
score HREF_EMPTY_XAUTHED 1.000
score HTML_ENTITY_ASCII_TINY 1.000
score HTML_SHRT_CMNT_OBFU_MANY 1.000
score JH_SPAMMY_HEADERS 1.000
score JH_SPAMMY_PATTERN01 1.000
score JH_SPAMMY_PATTERN02 1.000
score LINKEDIN_IMG_NOT_RCVD_LNKN 1.000
score LIST_PRTL_PUMPDUMP 1.000
score LIST_PRTL_SAME_USER 1.000
score LUCRATIVE 1.000
score MALF_HTML_B64 1.000
score MALWARE_NORDNS 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
score MIXED_IMG_CASE 1.000
score MONERO_DEADLINE 1.000
score MONERO_EXTORT_01 1.000
score MONERO_MALWARE 1.000
score MONERO_PAY_ME 1.000
score MSGID_DOLLARS_URI_IMG 1.000
score MSGID_HDR_MALF 1.000
score MSM_PRIO_REPTO 1.000
score NEWEGG_IMG_NOT_RCVD_NEGG 1.000
score NEW_PRODUCTS 1.000
score OBFU_BITCOIN 1.000
score PHISH_AZURE_CLOUDAPP 3.500
score PHISH_FBASEAPP 1.000
score PHP_NOVER_MUA 1.000
score PHP_ORIG_SCRIPT 1.000
score PHP_SCRIPT_MUA 1.000
score PP_TOO_MUCH_UNICODE02 0.500
score PP_TOO_MUCH_UNICODE05 1.000
score PUMPDUMP 1.000
score PUMPDUMP_MULTI 1.000
score RAND_HEADER_LIST_SPOOF 1.000
score RAND_HEADER_MANY 1.000
score RCVD_DOTEDU_SHORT 1.000
score RCVD_DOTEDU_SUSP_URI 1.000
score RDNS_NUM_TLD_ATCHNX 1.000
score RDNS_NUM_TLD_XM 1.000
score REPTO_419_FRAUD_AOL 1.000
score REPTO_419_FRAUD_AOL_LOOSE 1.000
score REPTO_419_FRAUD_CNS 1.000
score REPTO_419_FRAUD_GM_LOOSE 1.000
score REPTO_419_FRAUD_HM 1.000
score REPTO_419_FRAUD_OL 1.000
score REPTO_419_FRAUD_PM 1.000
score REPTO_419_FRAUD_QQ 1.000
score REPTO_419_FRAUD_YH 1.000
score REPTO_419_FRAUD_YH_LOOSE 1.000
score REPTO_419_FRAUD_YJ 1.000
score REPTO_419_FRAUD_YN 1.000
score REPTO_INFONUMSCOM 1.000
score SCC_ISEMM_LID_1 1.000
score SCC_ISEMM_LID_1A 1.000
score SENDGRID_REDIR_PHISH 1.000
score SEO_SUSP_NTLD 1.000
score SHY_OBFU_EXPIRE 1.000
score SHY_OBFU_PASSWORD 1.000
score SPAM_CWINDOWSNET 1.000
score STOCK_TIP 1.000
score SUBJ_BRKN_WORDNUMS 1.000
score SYSADMIN 1.000
score TAGSTAT_IMG_NOT_RCVD_TGST 1.000
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
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
score URI_IMG_WP_REDIR 1.000
score URI_LONG_REPEAT 1.000
score URI_ONLY_MSGID_MALF 1.000
score URI_OPTOUT_3LD 1.000
score URI_PHP_REDIR 1.000
score URI_TRY_USME 1.000
score USB_DRIVES 1.000
score VPS_NO_NTLD 1.000
score WALMART_IMG_NOT_RCVD_WAL 1.000
score WORD_INVIS 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
score BITCOIN_SPAM_05 0.001 # force non-zero
score BITCOIN_SPF_ONLYALL 0.001 # force non-zero
score DKIMWL_BL 0.001 # force non-zero
score DKIMWL_BLOCKED 0.001 # force non-zero
score DKIMWL_WL_HIGH 0.001 # force non-zero
score DKIMWL_WL_MED 0.001 # force non-zero
score DKIMWL_WL_MEDHI 0.001 # force non-zero
score FROM_BANK_NOAUTH 0.001 # force non-zero
score FROM_FMBLA_NDBLOCKED 0.001 # force non-zero
score FROM_FMBLA_NEWDOM 0.001 # force non-zero
score FROM_FMBLA_NEWDOM14 0.001 # force non-zero
score FROM_FMBLA_NEWDOM28 0.001 # force non-zero
score FROM_GOV_DKIM_AU 0.001 # force non-zero
score FROM_GOV_REPLYTO_FREEMAIL 0.001 # force non-zero
score FROM_GOV_SPOOF 0.001 # force non-zero
score FROM_MISSP_SPF_FAIL 0.001 # force non-zero
score FROM_NEWDOM_BTC 0.001 # force non-zero
score FROM_NUMBERO_NEWDOMAIN 0.001 # force non-zero
score FROM_PAYPAL_SPOOF 0.001 # force non-zero
score FSL_BULK_SIG 0.001 # force non-zero
score GB_HASHBL_BTC 0.001 # force non-zero
score PDS_HELO_SPF_FAIL 0.001 # force non-zero
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_BL 0.001 # force non-zero
score RCVD_IN_MSPIKE_H2 0.001 # force non-zero
score RCVD_IN_MSPIKE_H3 0.001 # force non-zero
score RCVD_IN_MSPIKE_H4 0.001 # force non-zero
score RCVD_IN_MSPIKE_H5 0.001 # force non-zero
score RCVD_IN_MSPIKE_L2 0.001 # force non-zero
score RCVD_IN_MSPIKE_L3 0.001 # force non-zero
score RCVD_IN_MSPIKE_L4 0.001 # force non-zero
score RCVD_IN_MSPIKE_L5 0.001 # force non-zero
score RCVD_IN_MSPIKE_WL 0.001 # force non-zero
score RCVD_IN_MSPIKE_ZBI 0.001 # force non-zero
score SENDGRID_REDIR 0.001 # force non-zero
score SPOOFED_FREEMAIL 0.001 # force non-zero
score SPOOFED_FREEM_REPTO 0.001 # force non-zero
score SPOOFED_FREEM_REPTO_CHN 0.001 # force non-zero
score SPOOFED_FREEM_REPTO_RUS 0.001 # force non-zero
score SURBL_BLOCKED 0.001 # force non-zero
score TO_EQ_FM_DOM_SPF_FAIL 0.001 # force non-zero
score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero