# SUMMARY for threshold 5.0: # Correctly non-spam: 274586 23.732% (99.965% of non-spam corpus) # Correctly spam: 877118 75.809% (99.410% of spam corpus) # False positives: 97 0.008% (0.035% of nonspam, 23905 weighted) # False negatives: 5204 0.450% (0.590% of spam, 15482 weighted) # Average score for spam: 26.2 nonspam: -1.6 # Average for false-pos: 7.7 false-neg: 3.0 # TOTAL: 1157005 100.00% score ACT_NOW_CAPS 1.387 score ADVANCE_FEE_2 1.315 score ADVANCE_FEE_3 3.023 score ADVANCE_FEE_4 1.167 score ANY_BOUNCE_MESSAGE 0.689 score APOSTROPHE_FROM 1.886 score AXB_HELO_LH_HOME 0.902 score BAD_CREDIT 2.002 score BAD_ENC_HEADER 0.882 score BANG_GUAR 2.134 score BANG_OPRAH 2.172 score BASE64_LENGTH_78_79 2.060 score BASE64_LENGTH_79_INF 1.465 score BAYES_00 -2.352 score BAYES_05 -0.866 score BAYES_20 -1.161 score BAYES_40 -0.692 score BAYES_50 0.752 score BAYES_60 3.664 score BAYES_80 3.653 score BAYES_95 3.749 score BAYES_99 4.495 score BILLION_DOLLARS 2.406 score BODY_ENHANCEMENT 2.262 score BODY_ENHANCEMENT2 1.579 score BOUNCE_MESSAGE 0.917 score CTYPE_001C_B 0.774 score DATE_IN_FUTURE_03_06 1.886 score DATE_IN_FUTURE_06_12 1.574 score DATE_IN_FUTURE_12_24 3.296 score DATE_IN_FUTURE_24_48 2.039 score DATE_IN_FUTURE_48_96 0.464 score DATE_IN_FUTURE_96_XX 3.191 score DATE_IN_PAST_03_06 1.359 score DATE_IN_PAST_06_12 1.738 score DATE_IN_PAST_12_24 1.537 score DATE_IN_PAST_24_48 1.026 score DATE_IN_PAST_96_XX 2.855 score DCC_REPUT_00_12 -0.001 score DCC_REPUT_13_19 -0.479 score DCC_REPUT_70_89 0.189 score DCC_REPUT_90_94 0.994 score DCC_REPUT_95_98 1.231 score DCC_REPUT_99_100 1.510 score DC_GIF_UNO_LARGO 0.539 score DC_IMAGE_SPAM_HTML 1.466 score DC_IMAGE_SPAM_TEXT 0.767 score DEAR_FRIEND 3.146 score DEAR_SOMETHING 1.125 score DEAR_WINNER 3.096 score DIET_1 0.513 score DIGEST_MULTIPLE 0.134 score DNS_FROM_AHBL_RHSBL 1.375 score DNS_FROM_RFC_BOGUSMX 1.306 score DNS_FROM_RFC_DSN 0.684 score DOS_HIGHBIT_HDRS_BODY 1.813 score DOS_OE_TO_MX 2.511 score DOS_OE_TO_MX_IMAGE 0.225 score DOS_RCVD_IP_TWICE_C 3.199 score DRUGS_ANXIETY 0.622 score DRUGS_DIET 1.470 score DRUGS_ERECTILE 2.362 score DRUGS_ERECTILE_OBFU 1.130 score DRUGS_MANYKINDS 1.587 score DRUGS_MUSCLE 0.001 score DRUGS_SMEAR1 1.403 score DRUGS_STOCK_MIMEOLE 2.305 score DRUG_ED_CAPS 1.916 score DRUG_ED_ONLINE 2.125 score DYN_RDNS_AND_INLINE_IMAGE 1.945 score DYN_RDNS_SHORT_HELO_HTML 0.247 score DYN_RDNS_SHORT_HELO_IMAGE 1.630 score EM_ROLEX 0.683 score ENGLISH_UCE_SUBJECT 2.796 score EXCUSE_24 2.796 score EXCUSE_REMOVE 3.262 score EXTRA_MPART_TYPE 0.105 score FAKE_HELO_MAIL_COM_DOM 1.531 score FAKE_REPLY_C 2.297 score FB_CIALIS_LEO3 1.408 score FB_EXTRA_INCHES 0.001 score FB_GET_MEDS 2.999 score FB_GVR 1.382 score FB_INCREASE_YOUR 2.174 score FB_INDEPEND_RWD 2.696 score FB_NUMYO2 2.524 score FB_QUALITY_REPLICA 0.955 score FB_REPLICA_ROLEX 1.050 score FB_SOFTTABS 1.648 score FB_THIS_ADVERT 3.396 score FB_TO_STOP_DISTRO 3.196 score FB_ULTRA_ALLURE 2.799 score FH_DATE_IS_19XX 1.890 score FH_DATE_PAST_20XX 2.275 score FH_FAKE_RCVD_LINE 0.516 score FH_FAKE_RCVD_LINE_B 2.910 score FH_FROMEML_NOTLD 1.200 score FH_FROM_CASH 1.997 score FH_FROM_GET_NAME 1.599 score FH_HAS_XID 0.045 score FH_HELO_ALMOST_IP 3.599 score FH_HELO_EQ_CHARTER 1.578 score FH_HELO_EQ_D_D_D_D 2.316 score FH_HOST_EQ_DYNAMICIP 2.829 score FH_HOST_EQ_PACBELL_D 1.836 score FH_HOST_EQ_VERIZON_P 0.453 score FH_MSGID_XXX 2.436 score FILL_THIS_FORM_LOAN 3.385 score FILL_THIS_FORM_LONG 3.501 score FIN_FREE 2.497 score FM_IS_IT_OUR_ACCOUNT 2.597 score FM_LOTTO_YOU_WON 3.196 score FM_SCHOOLING 2.738 score FM_SCHOOL_DIPLOMA 1.744 score FM_SEX_HELODDDD 1.732 score FM_SUBJ_APPROVE 1.399 score FM_VEGAS_CASINO 3.853 score FORGED_HOTMAIL_RCVD2 0.163 score FORGED_IMS_TAGS 0.001 score FORGED_MSGID_EXCITE 0.234 score FORGED_MSGID_YAHOO 1.956 score FORGED_MUA_EUDORA 1.226 score FORGED_MUA_IMS 2.103 score FORGED_MUA_MOZILLA 2.058 score FORGED_MUA_OIMO 2.896 score FORGED_MUA_OUTLOOK 2.158 score FORGED_MUA_THEBAT_BOUN 2.800 score FORGED_OUTLOOK_HTML 0.797 score FORGED_OUTLOOK_TAGS 0.685 score FORGED_TELESP_RCVD 2.154 score FORGED_YAHOO_RCVD 1.725 score FREEMAIL_ENVFROM_END_DIGIT 1.273 score FREEMAIL_FORGED_REPLYTO 2.283 score FREEMAIL_FROM 0.163 score FREEMAIL_REPLY 2.167 score FREEMAIL_REPLYTO 2.692 score FREEMAIL_REPLYTO_END_DIGIT 1.338 score FREE_QUOTE_INSTANT 1.655 score FROM_BLANK_NAME 2.696 score FROM_EXCESS_BASE64 0.892 score FROM_ILLEGAL_CHARS 0.999 score FROM_LOCAL_DIGITS 0.010 score FROM_LOCAL_HEX 0.023 score FROM_NO_USER 0.997 score FROM_OFFERS 2.596 score FROM_STARTS_WITH_NUMS 1.033 score FRT_ADOBE2 0.206 score FRT_BIGGERMEM1 1.639 score FRT_DIPLOMA 1.697 score FRT_OFFER2 1.561 score FRT_ROLEX 1.881 score FRT_SOMA 0.664 score FRT_SOMA2 0.882 score FSL_FAKE_HOTMAIL_RVCD 0.482 score FSL_HELO_BARE_IP_1 1.374 score FSL_HELO_DEVICE 0.001 score FSL_HELO_NON_FQDN_1 0.001 score FSL_YG_ABUSE 4.295 score FS_ABIGGER 0.488 score FS_ERECTION 1.235 score FS_LARGE_PERCENT2 2.996 score FS_OBFU_PRMCY 1.351 score FS_PHARMASUB2 1.910 score FS_REPLICA 3.499 score FS_REPLICAWATCH 1.180 score FS_START_DOYOU2 2.497 score FS_START_LOSE 0.943 score FS_WEIGHT_LOSS 2.608 score FS_WILL_HELP 1.366 score FUZZY_AMBIEN 0.828 score FUZZY_CPILL 2.197 score FUZZY_CREDIT 1.597 score FUZZY_ERECT 1.483 score FUZZY_PHARMACY 0.544 score FUZZY_PHENT 1.358 score FUZZY_PRICES 1.282 score FUZZY_ROLEX 1.746 score FUZZY_VPILL 0.431 score FUZZY_XPILL 2.996 score FU_COMMON_SUBS2 1.188 score GAPPY_SUBJECT 2.097 score GUARANTEED_100_PERCENT 1.495 score HABEAS_ACCREDITED_SOI -0.001 score HEAD_ILLEGAL_CHARS 1.711 score HELO_DYNAMIC_CHELLO_NL 1.108 score HELO_DYNAMIC_DHCP 2.501 score HELO_DYNAMIC_DIALIN 1.033 score HELO_DYNAMIC_HCC 2.159 score HELO_DYNAMIC_HEXIP 0.128 score HELO_DYNAMIC_HOME_NL 1.638 score HELO_DYNAMIC_IPADDR 1.902 score HELO_DYNAMIC_IPADDR2 4.395 score HELO_DYNAMIC_SPLIT_IP 2.143 score HELO_LH_HOME 1.462 score HELO_LOCALHOST 0.524 score HELO_OEM 1.604 score HIDE_WIN_STATUS 1.070 score HK_FAKENAME_EBAY 0.905 score HK_NAME_DRUGS 0.941 score HS_INDEX_PARAM 1.322 score HS_VPXL 2.761 score HTML_COMMENT_SAVED_URL 0.294 score HTML_COMMENT_SHORT 0.181 score HTML_EXTRA_CLOSE 0.390 score HTML_FONT_FACE_BAD 0.585 score HTML_FONT_LOW_CONTRAST 1.317 score HTML_FONT_SIZE_HUGE 0.460 score HTML_FONT_SIZE_LARGE 0.274 score HTML_IMAGE_ONLY_04 0.696 score HTML_IMAGE_ONLY_08 1.598 score HTML_IMAGE_ONLY_12 1.960 score HTML_IMAGE_ONLY_16 0.759 score HTML_IMAGE_ONLY_20 0.328 score HTML_IMAGE_ONLY_24 1.380 score HTML_IMAGE_ONLY_28 0.424 score HTML_IMAGE_ONLY_32 0.001 score HTML_IMAGE_RATIO_02 0.284 score HTML_IMAGE_RATIO_04 0.210 score HTML_IMAGE_RATIO_06 0.083 score HTML_IMAGE_RATIO_08 0.376 score HTML_MESSAGE 0.044 score HTML_MIME_NO_HTML_TAG 0.318 score HTML_NONELEMENT_30_40 1.409 score HTML_NONELEMENT_40_50 1.129 score HTML_NONELEMENT_60_70 0.751 score HTML_OBFUSCATE_05_10 0.703 score HTML_SHORT_CENTER 2.225 score HTML_SHORT_LINK_IMG_1 0.557 score HTML_SHORT_LINK_IMG_2 0.900 score HTML_SHORT_LINK_IMG_3 1.318 score HTML_TAG_BALANCE_BODY 0.784 score HTML_TAG_BALANCE_HEAD 0.843 score HTML_TITLE_SUBJ_DIFF 0.427 score HTTPS_HTTP_MISMATCH 2.507 score HTTP_ESCAPED_HOST 1.597 score HTTP_EXCESSIVE_ESCAPES 2.190 score IMPOTENCE 3.140 score INVALID_DATE 1.028 score INVALID_DATE_TZ_ABSURD 1.517 score INVALID_MSGID 0.837 score IP_LINK_PLUS 1.298 score JM_SOUGHT_FRAUD_1 1.017 score JM_SOUGHT_FRAUD_2 2.597 score JM_SOUGHT_FRAUD_3 2.497 score KAM_LOTTO1 3.042 score KB_DATE_CONTAINS_TAB 2.635 score KB_FAKED_THE_BAT 1.443 score KB_RATWARE_BOUNDARY 2.446 score KB_RATWARE_MSGID 1.614 score KB_RATWARE_OUTLOOK_08 1.740 score KB_RATWARE_OUTLOOK_12 1.891 score KB_RATWARE_OUTLOOK_16 0.661 score KB_RATWARE_OUTLOOK_MID 0.663 score LIVEFILESTORE 3.012 score LOCALPART_IN_SUBJECT 0.945 score LONGWORDS 1.999 score LOW_PRICE 1.445 score L_SPAM_TOOL_13 0.561 score MALE_ENHANCE 1.815 score MARKETING_PARTNERS 0.350 score MILLION_USD 3.695 score MIME_BASE64_BLANKS 0.174 score MIME_BASE64_TEXT 1.997 score MIME_BOUND_DD_DIGITS 1.267 score MIME_BOUND_DIGITS_15 0.058 score MIME_HEADER_CTYPE_ONLY 1.468 score MIME_HTML_MOSTLY 0.068 score MIME_HTML_ONLY 0.461 score MIME_HTML_ONLY_MULTI 1.327 score MIME_QP_LONG_LINE 0.157 score MISSING_DATE 1.813 score MISSING_HEADERS 1.063 score MISSING_MID 0.438 score MISSING_MIMEOLE 1.115 score MISSING_MIME_HB_SEP 1.292 score MISSING_SUBJECT 0.921 score MONEY_BACK 0.887 score MORE_SEX 2.596 score MPART_ALT_DIFF 0.251 score MPART_ALT_DIFF_COUNT 1.448 score MSGID_FROM_MTA_HEADER 0.501 score MSGID_MULTIPLE_AT 0.399 score MSGID_OUTLOOK_INVALID 3.795 score MSGID_RANDY 2.337 score MSGID_SHORT 1.959 score MSGID_SPAM_CAPS 0.482 score MSGID_YAHOO_CAPS 0.307 score MSOE_MID_WRONG_CASE 2.119 score NA_DOLLARS 3.296 score NML_ADSP_CUSTOM_MED 1.502 score NORMAL_HTTP_TO_IP 0.461 score NO_DNS_FOR_FROM 1.413 score NO_RDNS_DOTCOM_HELO 1.590 score NULL_IN_BODY 1.185 score OBFUSCATING_COMMENT 0.001 score OBSCURED_EMAIL 0.598 score ONE_TIME 1.529 score ONLINE_PHARMACY 1.822 score PART_CID_STOCK 0.459 score PART_CID_STOCK_LESS 0.891 score PERCENT_RANDOM 2.329 score PLING_QUERY 0.742 score PRICES_ARE_AFFORDABLE 1.295 score PYZOR_CHECK 1.107 score RATWARE_EFROM 2.589 score RATWARE_EGROUPS 0.407 score RATWARE_MPOP_WEBMAIL 2.297 score RATWARE_MS_HASH 1.050 score RATWARE_NAME_ID 2.387 score RATWARE_OUTLOOK_NONAME 2.796 score RATWARE_ZERO_TZ 1.508 score RAZOR2_CF_RANGE_51_100 1.018 score RAZOR2_CF_RANGE_E4_51_100 0.655 score RAZOR2_CF_RANGE_E8_51_100 2.363 score RAZOR2_CHECK 1.498 score RCVD_BAD_ID 1.743 score RCVD_DOUBLE_IP_LOOSE 0.889 score RCVD_DOUBLE_IP_SPAM 1.884 score RCVD_FAKE_HELO_DOTCOM 0.988 score RCVD_HELO_IP_MISMATCH 1.387 score RCVD_ILLEGAL_IP 1.365 score RCVD_IN_BL_SPAMCOP_NET 1.465 score RCVD_IN_BRBL_LASTEXT 1.688 score RCVD_IN_BSP_TRUSTED -0.001 score RCVD_IN_DNSWL_HI -0.337 score RCVD_IN_DNSWL_LOW -1.384 score RCVD_IN_DNSWL_MED -1.542 score RCVD_IN_IADB_DK -0.001 score RCVD_IN_IADB_DOPTIN_LT50 -0.001 score RCVD_IN_IADB_LISTED -0.575 score RCVD_IN_IADB_MI_CPR_MAT -0.001 score RCVD_IN_IADB_OPTIN -1.064 score RCVD_IN_IADB_OPTIN_GT50 -0.572 score RCVD_IN_IADB_RDNS -1.333 score RCVD_IN_IADB_SENDERID -0.001 score RCVD_IN_IADB_SPF -1.847 score RCVD_IN_IADB_UT_CPR_MAT -0.001 score RCVD_IN_NJABL_PROXY 2.058 score RCVD_IN_NJABL_RELAY 2.696 score RCVD_IN_NJABL_SPAM 2.394 score RCVD_IN_PBL 1.945 score RCVD_IN_PSBL 0.214 score RCVD_IN_PSBL_2WEEKS 1.282 score RCVD_IN_SBL 3.138 score RCVD_IN_SORBS_DUL 1.825 score RCVD_IN_SORBS_HTTP 2.489 score RCVD_IN_SORBS_SOCKS 0.435 score RCVD_IN_SORBS_WEB 1.345 score RCVD_IN_SSBL 1.509 score RCVD_IN_XBL 1.619 score RCVD_NUMERIC_HELO 0.547 score RDNS_DYNAMIC 1.147 score RDNS_NONE 1.198 score REMOVE_BEFORE_LINK 1.797 score REPLICA_WATCH 3.123 score REPLYTO_WITHOUT_TO_CC 1.092 score REPTO_QUOTE_YAHOO 0.668 score SANE_04e8bf28eb445199a7f11b943c44d209 0.134 score SANE_2b173a7fb7518c75ac8a2d294d773fd8 2.181 score SANE_4ef8302546bf270a19baf98508afacc4 1.816 score SANE_7429530a7398f43f1f1b795f9420714e 3.446 score SANE_d0d2b0f6373bf91253d66dd74c594b87 2.319 score SB_GIF_AND_NO_URIS 2.197 score SHORT_HELO_AND_INLINE_IMAGE 2.285 score SORTED_RECIPS 2.224 score SPAMMY_XMAILER 0.114 score SPF_FAIL 0.137 score SPF_HELO_FAIL 0.120 score SPF_HELO_NEUTRAL 1.901 score SPF_HELO_SOFTFAIL 1.654 score SPF_NEUTRAL 0.521 score SPF_SOFTFAIL 1.201 score SPOOF_COM2COM 2.397 score SPOOF_COM2OTH 3.296 score STOCK_IMG_CTYPE 1.735 score STOCK_IMG_HDR_FROM 0.941 score STOCK_IMG_HTML 0.929 score STOX_REPLY_TYPE 1.148 score SUBJECT_DIET 1.731 score SUBJECT_DRUG_GAP_C 2.694 score SUBJECT_DRUG_GAP_L 1.945 score SUBJECT_FUZZY_CHEAP 0.522 score SUBJECT_FUZZY_TION 0.999 score SUBJECT_NEEDS_ENCODING 0.001 score SUBJ_ALL_CAPS 1.347 score SUBJ_AS_SEEN 2.394 score SUBJ_BUY 1.221 score SUBJ_DOLLARS 1.597 score SUBJ_ILLEGAL_CHARS 1.025 score SUBJ_YOUR_DEBT 0.876 score SUBJ_YOUR_FAMILY 0.510 score SUSPICIOUS_RECIPS 1.948 score TO_MALFORMED 0.582 score TO_NO_BRKTS_DYNIP 1.204 score TRACKER_ID 1.498 score TT_MSGID_TRUNC 1.878 score TVD_APPROVED 2.497 score TVD_FINGER_02 2.824 score TVD_FW_GRAPHIC_NAME_LONG 1.408 score TVD_FW_GRAPHIC_NAME_MID 0.060 score TVD_PH_BODY_ACCOUNTS_PRE 2.090 score TVD_PH_REC 1.806 score TVD_PH_SUBJ_ACCOUNTS_POST 1.823 score TVD_PH_SUBJ_SEC_MEASURES 2.120 score TVD_PH_SUBJ_URGENT 2.796 score TVD_QUAL_MEDS 1.748 score TVD_RCVD_IP 0.231 score TVD_RCVD_IP4 0.001 score TVD_RCVD_SINGLE 3.040 score TVD_RCVD_SPACE_BRACKET 0.254 score TVD_SPACE_RATIO 0.292 score TVD_SUBJ_WIPE_DEBT 1.746 score TVD_VISIT_PHARMA 1.994 score UNCLAIMED_MONEY 1.753 score UNCLOSED_BRACKET 1.468 score UNRESOLVED_TEMPLATE 1.947 score UPPERCASE_50_75 0.655 score UPPERCASE_75_100 0.709 score URG_BIZ 2.104 score URIBL_AB_SURBL 4.495 score URIBL_BLACK 0.751 score URIBL_GREY 0.602 score URIBL_JP_SURBL 1.332 score URIBL_OB_SURBL 1.937 score URIBL_PH_SURBL 0.583 score URIBL_RED 0.285 score URIBL_RHS_DOB 3.374 score URIBL_SBL 1.539 score URIBL_SC_SURBL 0.516 score URIBL_WS_SURBL 3.220 score URI_HEX 0.869 score US_DOLLARS_3 1.971 score WEIRD_PORT 0.241 score WEIRD_QUOTING 1.198 score XMAILER_MIMEOLE_OL_015D5 1.595 score XMAILER_MIMEOLE_OL_07794 2.446 score XMAILER_MIMEOLE_OL_09BB4 1.505 score XMAILER_MIMEOLE_OL_1ECD5 2.537 score XMAILER_MIMEOLE_OL_20C99 2.996 score XMAILER_MIMEOLE_OL_22B61 3.145 score XMAILER_MIMEOLE_OL_25340 0.426 score XMAILER_MIMEOLE_OL_3857F 1.767 score XMAILER_MIMEOLE_OL_3AC1D 2.908 score XMAILER_MIMEOLE_OL_3D61D 2.880 score XMAILER_MIMEOLE_OL_465CD 2.191 score XMAILER_MIMEOLE_OL_4B815 0.566 score XMAILER_MIMEOLE_OL_4BF4C 1.368 score XMAILER_MIMEOLE_OL_4EEDB 2.699 score XMAILER_MIMEOLE_OL_4F240 2.062 score XMAILER_MIMEOLE_OL_58CB5 0.496 score XMAILER_MIMEOLE_OL_5B79A 2.139 score XMAILER_MIMEOLE_OL_6554A 0.687 score XMAILER_MIMEOLE_OL_7533E 3.065 score XMAILER_MIMEOLE_OL_812FF 1.864 score XMAILER_MIMEOLE_OL_83BF7 1.330 score XMAILER_MIMEOLE_OL_8627E 1.658 score XMAILER_MIMEOLE_OL_91287 0.896 score XMAILER_MIMEOLE_OL_9B90B 0.665 score XMAILER_MIMEOLE_OL_ADFF7 2.269 score XMAILER_MIMEOLE_OL_B30D1 2.686 score XMAILER_MIMEOLE_OL_B4B40 0.922 score XMAILER_MIMEOLE_OL_BC7E6 1.562 score XMAILER_MIMEOLE_OL_C65FA 0.579 score XMAILER_MIMEOLE_OL_CAC8F 2.655 score XMAILER_MIMEOLE_OL_CF0C0 1.870 score XMAILER_MIMEOLE_OL_F3B05 1.619 score XMAILER_MIMEOLE_OL_F475E 1.355 score XMAILER_MIMEOLE_OL_F6D01 0.692 score XMAILER_MIMEOLE_OL_FF5C8 1.712 score ALL_TRUSTED -1.800 score DCC_CHECK 0.700 score DKIM_ADSP_ALL 1.500 score DKIM_ADSP_CUSTOM_MED 0.001 score DKIM_ADSP_DISCARD 2.500 score DKIM_ADSP_NXDOMAIN 0.900 score DKIM_SIGNED 0.100 score DKIM_VALID -0.100 score DKIM_VALID_AU -0.100 score FROM_DOMAIN_NOVOWEL 1.000 score FROM_LOCAL_NOVOWEL 1.000 score HEAD_LONG 1.000 score NO_RECEIVED -1.000 score NO_RELAYS -1.000 score SPF_HELO_PASS -0.001 score SPF_PASS -0.001 score UNPARSEABLE_RELAY 1.000 score URI_NOVOWEL 1.000 score USER_IN_DEF_DKIM_WL -7.500 score USER_IN_DEF_SPF_WL -7.500