# Using score set 0 logs for revision 1910179 from:
# ham-ena-week0.r1910179.log ham-ena-week1.r1910179.log ham-ena-week2.r1910179.log ham-ena-week3.r1910179.log ham-ena-week4.r1910179.log ham-giovanni-ham.r1910179.log ham-giovanni-spammy.r1910179.log ham-giovanni-spam.r1910179.log ham-grenier.r1910179.log ham-hege.r1910179.log ham-jhardin.r1910179.log ham-llanga.r1910179.log ham-mmiroslaw-mails-ham.r1910179.log ham-mmiroslaw-mails-spam.r1910179.log ham-spamsponge.r1910179.log ham-thendrikx.r1910179.log ham-tsz-corpus.r1910179.log spam-ena-week0.r1910179.log spam-ena-week1.r1910179.log spam-ena-week2.r1910179.log spam-ena-week3.r1910179.log spam-ena-week4.r1910179.log spam-giovanni-ham.r1910179.log spam-giovanni-spammy.r1910179.log spam-giovanni-spam.r1910179.log spam-grenier.r1910179.log spam-hege.r1910179.log spam-jhardin.r1910179.log spam-llanga.r1910179.log spam-mmiroslaw-mails-ham.r1910179.log spam-mmiroslaw-mails-spam.r1910179.log spam-spamsponge.r1910179.log spam-thendrikx.r1910179.log spam-tsz-corpus.r1910179.log

score ACCT_PHISHING_MANY             2.996
score AC_DIV_BONANZA                 0.001
score AC_FROM_MANY_DOTS              2.996
score AC_HTML_NONSENSE_TAGS          1.997
score ADMITS_SPAM                    3.196
score ADVANCE_FEE_2_NEW_FRM_MNY      1.264
score ADVANCE_FEE_2_NEW_MONEY        1.997
score ADVANCE_FEE_3_NEW              2.992
score ADVANCE_FEE_3_NEW_MONEY        3.196
score ADVANCE_FEE_4_NEW              2.397
score ADVANCE_FEE_4_NEW_MONEY        2.441
score ADVANCE_FEE_5_NEW              0.997
score ADVANCE_FEE_5_NEW_FRM_MNY      0.001
score ADVANCE_FEE_5_NEW_MONEY        0.001
score AD_PREFS                       0.498
score ALIBABA_IMG_NOT_RCVD_ALI       0.001
score AMAZON_IMG_NOT_RCVD_AMZN       0.001
score AXB_XMAILER_MIMEOLE_OL_024C2   0.001
score AXB_XM_FORGED_OL2600           1.921
score BIGNUM_EMAILS_FREEM            0.001
score BIGNUM_EMAILS_MANY             2.996
score BITCOIN_DEADLINE               2.997
score BITCOIN_EXTORT_01              2.788
score BITCOIN_MALF_HTML              2.573
score BITCOIN_MALWARE                2.642
score BITCOIN_OBFU_SUBJ              0.549
score BITCOIN_SPAM_02                2.107
score BITCOIN_SPAM_03                1.507
score BITCOIN_SPAM_07                3.000
score BITCOIN_XPRIO                  0.001
score BITCOIN_YOUR_INFO              2.996
score BODY_SINGLE_URI                2.497
score BODY_SINGLE_WORD               0.001
score BODY_URI_ONLY                  2.169
score BOGUS_MIME_VERSION             3.496
score CANT_SEE_AD                    1.329
score CK_HELO_GENERIC                0.248
score COMPENSATION                   1.498
score CTE_8BIT_MISMATCH              0.998
score DATE_IN_FUTURE_Q_PLUS          3.895
score DEAR_BENEFICIARY               0.001
score DOS_BODY_HIGH_NO_MID           0.001
score DSN_NO_MIMEVERSION             1.997
score ENCRYPTED_MESSAGE              -0.999
score END_FUTURE_EMAILS              2.497
score FAKE_REPLY_A1                  2.307
score FAKE_REPLY_B                   3.469
score FILL_THIS_FORM                 0.797
score FONT_INVIS_DIRECT              0.001
score FONT_INVIS_LONG_LINE           2.996
score FONT_INVIS_MSGID               0.677
score FONT_INVIS_POSTEXTRAS          0.163
score FORM_FRAUD                     0.195
score FORM_FRAUD_3                   2.490
score FORM_FRAUD_5                   0.001
score FREEMAIL_FORGED_FROMDOMAIN     0.249
score FROM_2_EMAILS_SHORT            0.001
score FROM_ADDR_WS                   2.996
score FROM_IN_TO_AND_SUBJ            1.997
score FROM_MISSPACED                 0.001
score FROM_MISSP_DYNIP               1.750
score FROM_MISSP_EH_MATCH            0.001
score FROM_MISSP_FREEMAIL            3.143
score FROM_MISSP_MSFT                0.001
score FROM_MISSP_REPLYTO             1.399
score FROM_MISSP_USER                0.001
score FROM_MULTI_NORDNS              0.001
score FROM_NTLD_LINKBAIT             0.380
score FROM_NTLD_REPLY_FREEMAIL       0.189
score FROM_SUSPICIOUS_NTLD           0.498
score FROM_SUSPICIOUS_NTLD_FP        1.997
score FROM_UNBAL1                    1.613
score FROM_UNBAL2                    3.196
score FROM_WSP_TRAIL                 3.396
score FSL_CTYPE_WIN1251              0.001
score FSL_HELO_FAKE                  2.599
score FSL_NEW_HELO_USER              0.001
score FUZZY_AMAZON                   0.001
score GB_BITCOIN_NH                  1.710
score GB_CUSTOM_HTM_URI              1.498
score GB_FAKE_RF_SHORT               1.938
score GB_FREEMAIL_DISPTO             0.001
score GB_GOOGLE_TRANSL               0.748
score GOOG_MALWARE_DNLD              3.006
score GOOG_REDIR_HTML_ONLY           1.997
score GOOG_REDIR_NORDNS              2.595
score GOOG_STO_IMG_HTML              2.996
score GOOG_STO_IMG_NOHTML            2.054
score GOOG_STO_NOIMG_HTML            2.996
score HAS_X_OUTGOING_SPAM_STAT       0.646
score HDRS_LCASE                     0.098
score HDRS_MISSP                     2.497
score HDR_ORDER_FTSDMCXX_DIRECT      0.001
score HDR_ORDER_FTSDMCXX_NORDNS      0.001
score HEADER_FROM_DIFFERENT_DOMAINS  0.248
score HELO_NO_DOMAIN                 0.001
score HK_LOTTO                       0.001
score HK_NAME_MR_MRS                 0.998
score HK_RANDOM_ENVFROM              0.001
score HK_RANDOM_FROM                 0.998
score HK_RANDOM_REPLYTO              0.998
score HK_SCAM                        1.997
score HOSTED_IMG_DIRECT_MX           0.899
score HOSTED_IMG_MULTI_PUB_01        2.996
score HTML_ENTITY_ASCII              2.996
score HTML_ENTITY_ASCII_TINY         2.996
score HTML_FONT_TINY_NORDNS          1.997
score HTML_OFF_PAGE                  1.795
score HTML_SINGLET_MANY              2.497
score HTML_TAG_BALANCE_CENTER        2.763
score HTML_TEXT_INVISIBLE_FONT       1.450
score HTML_TEXT_INVISIBLE_STYLE      0.498
score JH_SPAMMY_HEADERS              3.496
score KHOP_HELO_FCRDNS               0.399
score LONG_HEX_URI                   2.996
score LONG_IMG_URI                   0.001
score LONG_INVISIBLE_TEXT            2.996
score LOTS_OF_MONEY                  0.010
score MALFORMED_FREEMAIL             2.892
score MALWARE_NORDNS                 2.090
score MANY_HDRS_LCASE                0.099
score MANY_SPAN_IN_TEXT              2.696
score MILLION_HUNDRED                0.001
score MILLION_USD                    0.001
score MIMEOLE_DIRECT_TO_MX           0.001 # force non-zero
score MIXED_ES                       2.397
score MIXED_HREF_CASE                1.794
score MONEY_FORM                     0.001
score MONEY_FORM_SHORT               0.001
score MONEY_FRAUD_3                  0.229
score MONEY_FRAUD_5                  1.789
score MONEY_FRAUD_8                  0.001
score MONEY_FREEMAIL_REPTO           2.996
score MONEY_FROM_41                  1.998
score MONEY_FROM_MISSP               0.001
score MSMAIL_PRI_ABNORMAL            1.498
score MSM_PRIO_REPTO                 1.826
score NAME_EMAIL_DIFF                1.727
score NA_DOLLARS                     1.498
score NICE_REPLY_A                   -0.008
score NO_FM_NAME_IP_HOSTN            0.001
score NSL_RCVD_FROM_USER             0.001
score NSL_RCVD_HELO_USER             0.001
score NUMBEREND_LINKBAIT             0.878
score OBFU_TEXT_ATTACH               0.030
score ODD_FREEM_REPTO                2.996
score PDS_BTC_ID                     0.498
score PDS_BTC_MSGID                  0.001
score PDS_DBL_URL_TNB_RUNON          1.997
score PDS_FRNOM_TODOM_DBL_URL        1.499
score PDS_FRNOM_TODOM_NAKED_TO       1.498
score PDS_FROM_2_EMAILS              2.353
score PDS_FROM_2_EMAILS_SHRTNER      1.260
score PDS_FROM_NAME_TO_DOMAIN        1.997
score PDS_HP_HELO_NORDNS             0.001
score PDS_OTHER_BAD_TLD              1.997
score PDS_RDNS_DYNAMIC_FP            0.010
score PDS_SHORTFWD_URISHRT           1.499
score PDS_TINYSUBJ_URISHRT           1.498
score PDS_TONAME_EQ_TOLOCAL_FREEM_FORGE 1.997
score PDS_TO_EQ_FROM_NAME            1.708
score PHP_ORIG_SCRIPT                1.485
score PHP_SCRIPT                     2.497
score POSSIBLE_GMAIL_PHISHER         1.550
score PP_MIME_FAKE_ASCII_TEXT        0.998
score RAND_MKTG_HEADER               1.997
score RATWARE_NO_RDNS                0.001
score READY_TO_SHIP                  1.248
score RISK_FREE                      2.259
score SCC_BODY_SINGLE_WORD           0.001
score SCC_BODY_URI_ONLY              1.343
score SCC_CANSPAM_1                  2.397
score SCC_CANSPAM_2                  3.296
score SCC_ISEMM_LID_1B               1.498
score SCC_SPAMMER_ADDR_2             0.719
score SCC_SPECIAL_GUID               1.225
score SENDGRID_REDIR                 1.498
score SERGIO_SUBJECT_PORN014         2.523
score SERGIO_SUBJECT_VIAGRA01        3.416
score SHOPIFY_IMG_NOT_RCVD_SFY       2.043
score SHORTENED_URL_SRC              2.796
score SHORTENER_SHORT_IMG            0.001
score SHORT_SHORTNER                 1.997
score SPOOFED_FREEMAIL_NO_RDNS       0.001
score SPOOF_GMAIL_MID                1.498
score STATIC_XPRIO_OLE               0.001
score SUBJ_ATTENTION                 0.498
score SUSP_UTF8_WORD_COMBO           2.997
score SUSP_UTF8_WORD_FROM            1.998
score SUSP_UTF8_WORD_SUBJ            1.747
score THIS_AD                        1.298
score THIS_IS_ADV_SUSP_NTLD          0.001
score TO_EQ_FM_DIRECT_MX             0.001
score TO_EQ_FM_DOM_HTML_IMG          2.297
score TO_IN_SUBJ                     0.098
score TO_NO_BRKTS_FROM_MSSP          2.497
score TO_NO_BRKTS_HTML_IMG           1.997
score TO_NO_BRKTS_HTML_ONLY          1.998
score TO_NO_BRKTS_MSFT               1.249
score TO_NO_BRKTS_NORDNS_HTML        1.997
score TO_NO_BRKTS_PCNT               2.497
score TVD_IP_HEX                     0.738
score TVD_IP_SING_HEX                1.827
score TVD_SPACE_ENCODED              2.497
score TVD_SPACE_ENC_FM_MIME          0.527
score TVD_SPACE_RATIO_MINFP          1.101
score UNDISC_FREEM                   3.096
score UNDISC_MONEY                   3.096
score UNICODE_OBFU_ASC               2.497
score URI_AZURE_CLOUDAPP             2.996
score URI_BUFFLY                     0.609
score URI_DOTEDU                     1.997
score URI_GOOGLE_PROXY               2.497
score URI_HEX_IP                     0.834
score URI_IN_URI_10                  2.297
score URI_ONLY_MSGID_MALF            0.376
score URI_PHISH                      3.995
score URI_TRY_3LD                    1.997
score URI_WPADMIN                    2.497
score URI_WP_DIRINDEX                3.496
score URI_WP_HACKED                  3.496
score URI_WP_HACKED_2                1.091
score VFY_ACCT_NORDNS                1.727
score WORD_INVIS                     0.717
score WORD_INVIS_MANY                2.725
score XFER_LOTSA_MONEY               0.001
score XM_DIGITS_ONLY                 0.940
score XM_RANDOM                      0.001
score XM_RECPTID                     2.996
score XPRIO                          0.797
score YOUR_PERMISSION                1.649
score YOU_INHERIT                    0.731
score AC_BR_BONANZA                  0.001
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           10.000
score ADVANCE_FEE_2_NEW_FORM         1.000
score APP_DEVELOPMENT_FREEM          1.000
score APP_DEVELOPMENT_NORDNS         1.000
score BEBEE_IMG_NOT_RCVD_BB          1.000
score BITCOIN_BOMB                   1.000
score BITCOIN_EXTORT_02              1.000
score BITCOIN_IMGUR                  1.000
score BITCOIN_ONAN                   1.000
score BITCOIN_PAY_ME                 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_09                1.000
score BITCOIN_SPAM_10                1.000
score BITCOIN_SPAM_11                1.000
score BITCOIN_SPAM_12                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 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 DYNAMIC_IMGUR                  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 FBI_MONEY                      1.000
score FBI_SPOOF                      1.000
score FONT_INVIS_DOTGOV              1.000
score FONT_INVIS_HTML_NOHTML         1.000
score FONT_INVIS_NORDNS              1.000
score FOUND_YOU                      1.000
score FREEM_FRNUM_UNICD_EMPTY        1.000
score FRNAME_IN_MSG_XPRIO_NO_SUB     1.000
score GAPPY_SALES_LEADS_FREEM        1.000
score GB_FORGED_MUA_POSTFIX          1.000
score GB_FREEMAIL_DISPTO_NOTFREEM    0.500
score GB_GOOGLE_OBFUR                0.750
score GB_STORAGE_GOOGLE_EMAIL        1.000
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 HAS_X_NO_RELAY                 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 HOSTED_IMG_FREEM               1.000
score HOSTED_IMG_MULTI               1.000
score HTML_SHRT_CMNT_OBFU_MANY       1.000
score IMG_ONLY_FM_DOM_INFO           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 LOTTO_AGENT                    1.000
score LUCRATIVE                      1.000
score MALF_HTML_B64                  1.000
score MALWARE_PASSWORD               1.000
score MIME_NO_TEXT                   1.000
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 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_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                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             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 SHORT_IMG_SUSP_NTLD            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 TO_NAME_SUBJ_NO_RDNS           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_DASHGOVEDU                 1.000
score URI_DATA                       1.000
score URI_DOTEDU_ENTITY              1.000
score URI_FIREBASEAPP                1.000
score URI_GOOG_STO_SPAMMY            3.000
score URI_IMG_WP_REDIR               1.000
score URI_LONG_REPEAT                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 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_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 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