# Using score set 1 logs for revision 1893805 from: # ham-net-darxus.r1893805.log ham-net-ena-week4.r1893805.log ham-net-giovanni-ham.r1893805.log ham-net-giovanni-spammy.r1893805.log ham-net-giovanni-spam.r1893805.log ham-net-grenier.r1893805.log ham-net-hege.r1893805.log ham-net-jhardin.r1893805.log ham-net-mmiroslaw-mails-ham.r1893805.log ham-net-mmiroslaw-mails-spam.r1893805.log ham-net-pds.r1893805.log ham-net-spamsponge.r1893805.log ham-net-thendrikx.r1893805.log ham-net-tsz-spam-corpus.r1893805.log spam-net-darxus.r1893805.log spam-net-ena-week4.r1893805.log spam-net-giovanni-ham.r1893805.log spam-net-giovanni-spammy.r1893805.log spam-net-giovanni-spam.r1893805.log spam-net-grenier.r1893805.log spam-net-hege.r1893805.log spam-net-jhardin.r1893805.log spam-net-mmiroslaw-mails-ham.r1893805.log spam-net-mmiroslaw-mails-spam.r1893805.log spam-net-pds.r1893805.log spam-net-spamsponge.r1893805.log spam-net-thendrikx.r1893805.log spam-net-tsz-spam-corpus.r1893805.log score ACCT_PHISHING_MANY 2.999 score AC_BR_BONANZA 0.001 score AC_DIV_BONANZA 0.001 score AC_FROM_MANY_DOTS 2.999 score AC_HTML_NONSENSE_TAGS 1.999 score ADMITS_SPAM 3.799 score ADVANCE_FEE_2_NEW_FRM_MNY 2.242 score ADVANCE_FEE_2_NEW_MONEY 1.999 score ADVANCE_FEE_3_NEW 3.500 score ADVANCE_FEE_3_NEW_FRM_MNY 1.782 score ADVANCE_FEE_3_NEW_MONEY 2.699 score ADVANCE_FEE_4_NEW 2.369 score ADVANCE_FEE_4_NEW_FRM_MNY 0.001 score ADVANCE_FEE_4_NEW_MONEY 2.799 score ADVANCE_FEE_5_NEW 1.712 score ADVANCE_FEE_5_NEW_FRM_MNY 1.498 score ADVANCE_FEE_5_NEW_MONEY 2.601 score AD_PREFS 0.093 score AMAZON_IMG_NOT_RCVD_AMZN 2.499 score ANY_PILL_PRICE 1.526 score APP_DEVELOPMENT_NORDNS 1.999 score AXB_XMAILER_MIMEOLE_OL_024C2 2.526 score AXB_XMAILER_MIMEOLE_OL_1ECD5 2.498 score AXB_XM_FORGED_OL2600 0.001 score BIGNUM_EMAILS_FREEM 1.177 score BIGNUM_EMAILS_MANY 2.999 score BITCOIN_EXTORT_01 4.963 score BITCOIN_IMGUR 3.499 score BITCOIN_MALF_HTML 3.499 score BITCOIN_MALWARE 0.001 score BITCOIN_ONAN 2.999 score BITCOIN_SPAM_02 2.499 score BITCOIN_SPAM_05 2.499 score BITCOIN_SPAM_07 2.559 score BITCOIN_SPAM_09 0.759 score BITCOIN_XPRIO 0.001 score BITCOIN_YOUR_INFO 2.999 score BODY_SINGLE_URI 1.827 score BODY_SINGLE_WORD 1.388 score BODY_URI_ONLY 2.496 score BOGUS_MIME_VERSION 3.499 score CK_HELO_GENERIC 0.001 score CONTENT_AFTER_HTML 2.499 score CTE_8BIT_MISMATCH 0.452 score DEAR_BENEFICIARY 3.025 score DKIMWL_BL 2.999 score DKIMWL_WL_HIGH -0.049 score DKIMWL_WL_MED -0.001 score DKIMWL_WL_MEDHI -0.001 score ENCRYPTED_MESSAGE -0.999 score END_FUTURE_EMAILS 2.499 score FACEBOOK_IMG_NOT_RCVD_FB 1.999 score FILL_THIS_FORM 0.331 score FONT_INVIS_DIRECT 0.001 score FONT_INVIS_HTML_NOHTML 1.322 score FONT_INVIS_LONG_LINE 1.098 score FONT_INVIS_MSGID 1.457 score FORGED_SPF_HELO 1.399 score FORM_FRAUD 0.999 score FORM_FRAUD_3 0.493 score FORM_FRAUD_5 2.799 score FOUND_YOU 3.249 score FREEMAIL_DOC_PDF_BCC 2.599 score FREEMAIL_FORGED_FROMDOMAIN 0.250 score FROMSPACE 3.099 score FROM_2_EMAILS_SHORT 2.748 score FROM_BANK_NOAUTH 0.999 score FROM_FMBLA_NEWDOM 1.500 score FROM_FMBLA_NEWDOM14 0.999 score FROM_FMBLA_NEWDOM28 0.799 score FROM_GOV_SPOOF 0.999 score FROM_IN_TO_AND_SUBJ 2.299 score FROM_MISSPACED 1.999 score FROM_MISSP_DYNIP 1.816 score FROM_MISSP_EH_MATCH 2.000 score FROM_MISSP_FREEMAIL 3.099 score FROM_MISSP_MSFT 2.676 score FROM_MISSP_PHISH 1.861 score FROM_MISSP_SPF_FAIL 1.245 score FROM_MISSP_TO_UNDISC 2.599 score FROM_MISSP_USER 1.365 score FROM_MULTI_NORDNS 2.499 score FROM_NTLD_LINKBAIT 1.022 score FROM_NTLD_REPLY_FREEMAIL 1.815 score FROM_PAYPAL_SPOOF 1.599 score FROM_SUSPICIOUS_NTLD 0.499 score FROM_SUSPICIOUS_NTLD_FP 1.999 score FROM_WSP_TRAIL 2.700 score FSL_BULK_SIG 2.497 score FSL_CTYPE_WIN1251 2.340 score FSL_NEW_HELO_USER 1.999 score FUZZY_AMAZON 2.199 score FUZZY_BITCOIN 3.206 score FUZZY_CLICK_HERE 2.144 score FUZZY_WALLET 1.353 score FUZZY_WELLSFARGO 0.001 score GAPPY_LOW_CONTRAST 0.833 score GB_FAKE_RF_SHORT 0.001 score GB_FREEMAIL_DISPTO 0.499 score GB_FREEMAIL_DISPTO_NOTFREEM 0.499 score GOOG_MALWARE_DNLD 4.999 score GOOG_REDIR_HTML_ONLY 1.999 score GOOG_REDIR_NORDNS 3.299 score GOOG_STO_EMAIL_PHISH 2.999 score GOOG_STO_HTML_PHISH 0.564 score GOOG_STO_HTML_PHISH_MANY 0.328 score GOOG_STO_NOIMG_HTML 3.000 score HAS_X_NO_RELAY 2.499 score HAS_X_OUTGOING_SPAM_STAT 0.001 score HDRS_LCASE 0.100 score HDRS_LCASE_IMGONLY 0.100 score HDRS_MISSP 2.499 score HDR_ORDER_FTSDMCXX_DIRECT 0.001 score HDR_ORDER_FTSDMCXX_NORDNS 0.001 score HEADER_FROM_DIFFERENT_DOMAINS 0.249 score HELO_NO_DOMAIN 1.833 score HK_LOTTO 0.999 score HK_NAME_MR_MRS 0.999 score HK_RANDOM_ENVFROM 0.999 score HK_RANDOM_FROM 0.999 score HK_RANDOM_REPLYTO 0.999 score HK_SCAM 1.999 score HK_SPAMMY_FILENAME 2.599 score HK_WIN 0.676 score HOSTED_IMG_DIRECT_MX 3.499 score HOSTED_IMG_FREEM 2.991 score HOSTED_IMG_MULTI 0.723 score HOSTED_IMG_MULTI_PUB_01 2.999 score HTML_FONT_TINY_NORDNS 1.827 score HTML_OFF_PAGE 2.999 score HTML_SINGLET_MANY 2.499 score HTML_TAG_BALANCE_CENTER 3.799 score HTML_TEXT_INVISIBLE_FONT 1.093 score HTML_TEXT_INVISIBLE_STYLE 1.690 score IMG_ONLY_FM_DOM_INFO 2.261 score JH_SPAMMY_HEADERS 3.500 score KHOP_HELO_FCRDNS 0.399 score LINKEDIN_IMG_NOT_RCVD_LNKN 0.726 score LIST_PARTIAL_SHORT_MSG 2.499 score LONGLN_LOW_CONTRAST 2.499 score LONG_HEX_URI 0.932 score LONG_IMG_URI 2.841 score LONG_INVISIBLE_TEXT 0.001 score LOTS_OF_MONEY 0.010 score LOTTO_AGENT 1.462 score LOTTO_DEPT 0.001 score MALWARE_NORDNS 0.001 score MALW_ATTACH 2.299 score MANY_SPAN_IN_TEXT 1.128 score MILLION_HUNDRED 0.347 score MILLION_USD 1.999 score MIMEOLE_DIRECT_TO_MX 0.001 score MIXED_AREA_CASE 0.998 score MIXED_CENTER_CASE 0.731 score MIXED_ES 2.903 score MIXED_FONT_CASE 0.284 score MIXED_HREF_CASE 0.001 score MIXED_IMG_CASE 0.300 score MONEY_ATM_CARD 0.561 score MONEY_FORM 1.838 score MONEY_FORM_SHORT 2.499 score MONEY_FRAUD_3 2.699 score MONEY_FRAUD_5 1.260 score MONEY_FRAUD_8 2.999 score MONEY_FREEMAIL_REPTO 2.385 score MONEY_FROM_41 1.999 score MONEY_FROM_MISSP 1.999 score MSGID_HDR_MALF 0.981 score MSGID_NOFQDN1 0.001 score MSM_PRIO_REPTO 2.499 score NA_DOLLARS 1.499 score NEW_PRODUCTS 1.249 score NICE_REPLY_A -0.001 score NORDNS_LOW_CONTRAST 1.225 score NOT_SPAM 2.341 score NO_FM_NAME_IP_HOSTN 0.001 score NSL_RCVD_FROM_USER 1.171 score NSL_RCVD_HELO_USER 2.053 score OBFU_JVSCR_ESC 2.199 score OBFU_TEXT_ATTACH 0.001 score OBFU_UNSUB_UL 1.203 score ODD_FREEM_REPTO 2.802 score OFFER_ONLY_AMERICA 0.825 score ONLINE_MKTG_CNSLT 2.399 score PDS_BTC_ID 0.499 score PDS_BTC_MSGID 0.001 score PDS_DBL_URL_TNB_RUNON 1.999 score PDS_EMPTYSUBJ_URISHRT 1.499 score PDS_FRNOM_TODOM_DBL_URL 0.562 score PDS_FRNOM_TODOM_NAKED_TO 1.499 score PDS_FROM_NAME_TO_DOMAIN 2.000 score PDS_OTHER_BAD_TLD 1.999 score PDS_PHPEXP_BOT 0.795 score PDS_PHP_EVAL 1.499 score PDS_RDNS_DYNAMIC_FP 0.001 # force non-zero score PDS_SHORTFWD_URISHRT 0.496 score PDS_TINYSUBJ_URISHRT 1.499 score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.999 score PDS_TONAME_EQ_TOLOCAL_HDRS_LCASE 1.479 score PDS_TO_EQ_FROM_NAME 2.768 score PHP_ORIG_SCRIPT 2.499 score PHP_ORIG_SCRIPT_EVAL 2.795 score PHP_SCRIPT 2.497 score PP_MIME_FAKE_ASCII_TEXT 0.999 score RAND_HEADER_LIST_SPOOF 3.000 score RAND_MKTG_HEADER 1.999 score RCVD_IN_MSPIKE_H2 -0.001 score RDNS_NUM_TLD_XM 0.039 score READY_TO_SHIP 1.249 score REPLYTO_EMPTY 2.499 score REPTO_419_FRAUD 2.999 score REPTO_419_FRAUD_GM 2.853 score REPTO_419_FRAUD_GM_LOOSE 0.741 score RISK_FREE 2.900 score SCRIPT_GIBBERISH 2.199 score SENDGRID_REDIR 0.028 score SHOPIFY_IMG_NOT_RCVD_SFY 2.499 score SHORTENED_URL_SRC 2.400 score SHORTENER_SHORT_IMG 1.832 score SHORTENER_SHORT_SUBJ 3.000 score SHORT_SHORTNER 1.999 score SPOOFED_FREEMAIL 1.999 score SPOOFED_FREEMAIL_NO_RDNS 1.499 score SPOOFED_FREEM_REPTO 2.499 score SPOOF_GMAIL_MID 0.475 score STATIC_XPRIO_OLE 0.001 score SUSP_UTF8_WORD_FROM 1.999 score SUSP_UTF8_WORD_SUBJ 1.999 score TAGSTAT_IMG_NOT_RCVD_TGST 1.999 score TARINGANET_IMG_NOT_RCVD_TN 0.693 score THIS_AD 1.799 score THIS_IS_ADV_SUSP_NTLD 0.177 score TONOM_EQ_TOLOC_SHRT_SHRTNER 1.499 score TO_EQ_FM_DIRECT_MX 0.001 score TO_EQ_FM_DOM_SPF_FAIL 0.001 score TO_EQ_FM_SPF_FAIL 0.001 # force non-zero score TO_IN_SUBJ 0.099 score TO_NAME_SUBJ_NO_RDNS 1.742 score TO_NO_BRKTS_DYNIP 0.879 score TO_NO_BRKTS_FROM_MSSP 2.499 score TO_NO_BRKTS_HTML_IMG 0.205 score TO_NO_BRKTS_HTML_ONLY 1.999 score TO_NO_BRKTS_NORDNS_HTML 1.202 score TO_NO_BRKTS_PCNT 2.499 score TRANSFORM_LIFE 2.499 score TVD_IP_SING_HEX 1.446 score TVD_PH_BODY_META 2.799 score TVD_SPACE_RATIO_MINFP 2.499 score UNDISC_FREEM 3.600 score UNDISC_MONEY 3.499 score UNICODE_OBFU_ASC 2.499 score UNICODE_OBFU_ZW 3.499 score URI_DOTEDU 1.999 score URI_FIREBASEAPP 2.999 score URI_GOOGLE_PROXY 2.599 score URI_GOOG_STO_SPAMMY 3.000 score URI_HEX_IP 2.337 score URI_IMG_WP_REDIR 1.740 score URI_IN_URI_10 2.599 score URI_ONLY_MSGID_MALF 0.001 score URI_PHISH 3.999 score URI_PHP_REDIR 3.499 score URI_TRY_3LD 1.999 score URI_WPADMIN 2.499 score URI_WP_HACKED 3.500 score URI_WP_HACKED_2 1.425 score VFY_ACCT_NORDNS 2.755 score WANT_TO_ORDER 2.749 score WORD_INVIS_MANY 1.820 score XFER_LOTSA_MONEY 0.999 score XM_LIGHT_HEAVY 2.499 score XM_RANDOM 2.499 score XM_RECPTID 2.999 score XPRIO 0.540 score YOU_INHERIT 0.934 score AC_POST_EXTRAS 1.000 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 10.001 # force non-zero score ADVANCE_FEE_2_NEW_FORM 1.000 score ALIBABA_IMG_NOT_RCVD_ALI 1.000 score APP_DEVELOPMENT_FREEM 1.000 score BEBEE_IMG_NOT_RCVD_BB 1.000 score BITCOIN_BOMB 1.000 score BITCOIN_DEADLINE 1.000 score BITCOIN_EXTORT_02 1.000 score BITCOIN_OBFU_SUBJ 1.000 score BITCOIN_PAY_ME 1.000 score BITCOIN_SPAM_01 1.000 score BITCOIN_SPAM_03 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 BITCOIN_SPF_ONLYALL 1.000 score BOGUS_MSM_HDRS 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 CANT_SEE_AD 1.000 score COMMENT_GIBBERISH 1.000 score DAY_I_EARNED 1.000 score DKIMWL_BLOCKED 0.001 score DOTGOV_IMAGE 1.000 score DYNAMIC_IMGUR 1.000 score EBAY_IMG_NOT_RCVD_EBAY 1.000 score ENVFROM_GOOG_TRIX 1.000 score FBI_MONEY 1.000 score FBI_SPOOF 1.000 score FONT_INVIS_DOTGOV 1.000 score FONT_INVIS_NORDNS 1.000 score FONT_INVIS_POSTEXTRAS 1.000 score FREEM_FRNUM_UNICD_EMPTY 1.000 score FRNAME_IN_MSG_XPRIO_NO_SUB 1.000 score FROM_ADDR_WS 1.000 score FROM_FMBLA_NDBLOCKED 0.001 score FROM_GOV_DKIM_AU -1.000 score FROM_GOV_REPLYTO_FREEMAIL 1.000 score FROM_NEWDOM_BTC 1.000 score FROM_NUMBERO_NEWDOMAIN 1.000 score FROM_NUMERIC_TLD 1.000 score GAPPY_SALES_LEADS_FREEM 1.000 score GB_BITCOIN_CP 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_IMG_HTML 1.000 score GOOG_STO_IMG_NOHTML 1.000 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 HTML_ENTITY_ASCII 1.000 score HTML_ENTITY_ASCII_TINY 1.000 score HTML_SHRT_CMNT_OBFU_MANY 1.000 score JH_SPAMMY_PATTERN01 1.000 score JH_SPAMMY_PATTERN02 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_PASSWORD 1.000 score MIME_NO_TEXT 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 NEWEGG_IMG_NOT_RCVD_NEGG 1.000 score OBFU_BITCOIN 1.000 score PDS_HELO_SPF_FAIL 1.000 score PDS_PHP_RUNTIME_FUNC 1.000 score PHISH_AZURE_CLOUDAPP 3.500 score PHISH_FBASEAPP 1.000 score PHOTO_EDITING_DIRECT 1.000 score PHOTO_EDITING_FREEM 1.000 score PHP_NOVER_MUA 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_MANY 1.000 score RCVD_DOTEDU_SHORT 1.000 score RCVD_DOTEDU_SUSP_URI 1.000 score RDNS_NUM_TLD_ATCHNX 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_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 SENDGRID_REDIR_PHISH 1.000 score SEO_SUSP_NTLD 1.000 score SHORT_IMG_SUSP_NTLD 1.000 score SPOOFED_FREEM_REPTO_CHN 1.000 score SPOOFED_FREEM_REPTO_RUS 1.000 score STOCK_TIP 1.000 score SUBJ_BRKN_WORDNUMS 1.000 score SUSPNTLD_EXPIRATION_EXTORT 1.000 score SYSADMIN 1.000 score TONLINE_FAKE_DKIM 1.000 score TUMBLR_IMG_NOT_RCVD_TUMB 1.000 score TW_GIBBERISH_MANY 1.000 score UC_GIBBERISH_OBFU 1.000 score URI_ADOBESPARK 1.000 score URI_AZURE_CLOUDAPP 1.000 score URI_DASHGOVEDU 1.000 score URI_DATA 1.000 score URI_DOTEDU_ENTITY 1.000 score URI_LONG_REPEAT 1.000 score URI_OPTOUT_3LD 1.000 score URI_TRY_USME 1.000 score URI_WP_DIRINDEX 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