STATISTICS REPORT FOR SPAMASSASSIN RULESET Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: # Correctly non-spam: 168612 83.14% (99.38% of non-spam corpus) # Correctly spam: 30195 14.89% (91.12% of spam corpus) # False positives: 1056 0.52% (0.62% of nonspam, 12669 weighted) # False negatives: 2941 1.45% (8.88% of spam, 9981 weighted) # Average score for spam: 12.2 nonspam: -4.8 # Average for false-pos: 6.1 false-neg: 3.4 # TOTAL: 202804 100.00% Results on test corpora at various alternative thresholds: # SUMMARY for threshold 5.5: # Correctly non-spam: 169005 83.33% (99.61% of non-spam corpus) # Correctly spam: 29263 14.43% (88.31% of spam corpus) # False positives: 663 0.33% (0.39% of nonspam, 8667 weighted) # False negatives: 3873 1.91% (11.69% of spam, 14860 weighted) # SUMMARY for threshold 6.0: # Correctly non-spam: 169209 83.43% (99.73% of non-spam corpus) # Correctly spam: 28406 14.01% (85.73% of spam corpus) # False positives: 459 0.23% (0.27% of nonspam, 6378 weighted) # False negatives: 4730 2.33% (14.27% of spam, 19788 weighted) # SUMMARY for threshold 6.5: # Correctly non-spam: 169364 83.51% (99.82% of non-spam corpus) # Correctly spam: 27502 13.56% (83.00% of spam corpus) # False positives: 304 0.15% (0.18% of nonspam, 4480 weighted) # False negatives: 5634 2.78% (17.00% of spam, 25444 weighted) # SUMMARY for threshold 7.0: # Correctly non-spam: 169474 83.57% (99.89% of non-spam corpus) # Correctly spam: 26603 13.12% (80.28% of spam corpus) # False positives: 194 0.10% (0.11% of nonspam, 3033 weighted) # False negatives: 6533 3.22% (19.72% of spam, 31515 weighted) # SUMMARY for threshold 8.0: # Correctly non-spam: 169606 83.63% (99.96% of non-spam corpus) # Correctly spam: 24639 12.15% (74.36% of spam corpus) # False positives: 62 0.03% (0.04% of nonspam, 1098 weighted) # False negatives: 8497 4.19% (25.64% of spam, 46249 weighted) # SUMMARY for threshold 9.0: # Correctly non-spam: 169648 83.65% (99.99% of non-spam corpus) # Correctly spam: 22655 11.17% (68.37% of spam corpus) # False positives: 20 0.01% (0.01% of nonspam, 407 weighted) # False negatives: 10481 5.17% (31.63% of spam, 63113 weighted) # SUMMARY for threshold 10.0: # Correctly non-spam: 169658 83.66% (99.99% of non-spam corpus) # Correctly spam: 20517 10.12% (61.92% of spam corpus) # False positives: 10 0.00% (0.01% of nonspam, 223 weighted) # False negatives: 12619 6.22% (38.08% of spam, 83410 weighted) # SUMMARY for threshold 12.0: # Correctly non-spam: 169667 83.66% (100.00% of non-spam corpus) # Correctly spam: 15960 7.87% (48.17% of spam corpus) # False positives: 1 0.00% (0.00% of nonspam, 32 weighted) # False negatives: 17176 8.47% (51.83% of spam, 133534 weighted) # SUMMARY for threshold 15.0: # Correctly non-spam: 169667 83.66% (100.00% of non-spam corpus) # Correctly spam: 9690 4.78% (29.24% of spam corpus) # False positives: 1 0.00% (0.00% of nonspam, 32 weighted) # False negatives: 23446 11.56% (70.76% of spam, 217853 weighted) Test hit frequencies, for spam and nonspam corpora: (note: S/O indicates ratio of spam hits to overall hits for each test, where 0.0 = hits only non-spam and 1.0 = hits only spam, and the 'score' field should be ignored.) OVERALL% SPAM% NONSPAM% S/O RANK SCORE NAME 202804 33136 169668 0.16 0.00 0.00 (all messages) 100.000 16.339 83.661 0.16 0.00 0.00 (all messages as %) 1.173 7.180 0.000 1.00 1.00 2.36 MIME_ODD_CASE 2.201 13.463 0.002 1.00 0.99 3.99 INVALID_DATE_TZ_ABSURD 0.702 4.294 0.000 1.00 0.96 1.08 KOREAN_UCE_SUBJECT 1.172 7.161 0.002 1.00 0.94 3.80 SUBJ_FULL_OF_8BITS 2.649 0.000 3.166 0.00 0.94 -2.86 USER_AGENT_KMAIL 0.456 2.789 0.000 1.00 0.93 2.78 MSGID_SPAMSIGN_1 0.269 1.645 0.001 1.00 0.91 0.82 FINANCIAL 0.550 3.356 0.002 1.00 0.89 2.97 DATE_YEAR_ZERO_FIRST 0.180 1.099 0.001 1.00 0.89 2.50 FREE_GRANT 0.235 1.437 0.000 1.00 0.88 3.44 X_PRECEDENCE_REF 0.217 1.328 0.000 1.00 0.88 3.37 REVERSE_AGING 0.207 1.264 0.000 1.00 0.87 2.57 COMPETE 0.148 0.905 0.001 1.00 0.87 0.78 PARA_A_2_C_OF_1618 0.296 1.805 0.001 1.00 0.87 1.23 SENT_IN_COMPLIANCE 3.513 0.003 4.198 0.00 0.86 -1.18 USER_AGENT_MUTT 0.174 1.062 0.000 1.00 0.86 2.72 X_ENC_PRESENT 0.169 1.032 0.000 1.00 0.86 2.69 WRINKLES 0.621 3.784 0.003 1.00 0.86 0.73 FROM_HAS_MIXED_NUMS2 0.246 1.500 0.001 1.00 0.86 0.73 CLICK_TO_REMOVE_2 0.122 0.745 0.001 1.00 0.86 3.28 WE_HONOR_ALL 0.115 0.700 0.001 1.00 0.85 1.84 EARNINGS 0.155 0.948 0.000 1.00 0.85 3.01 NOT_MLM 0.154 0.945 0.000 1.00 0.85 3.20 FORGED_EUDORAMAIL_RCVD 0.143 0.872 0.000 1.00 0.85 2.66 COPY_ACCURATELY 0.207 1.261 0.001 1.00 0.84 3.35 EXCUSE_4 5.388 0.006 6.439 0.00 0.84 -0.64 USER_AGENT_PINE 0.504 3.072 0.003 1.00 0.84 1.32 FAKED_UNDISC_RECIPS 0.192 1.168 0.001 1.00 0.84 2.65 FREE_CONSULTATION 0.095 0.579 0.001 1.00 0.84 0.86 VIAGRA_ONLINE 0.128 0.782 0.000 1.00 0.84 3.28 HIDDEN_ASSETS 0.280 1.705 0.002 1.00 0.84 3.47 BILL_1618 0.121 0.742 0.000 1.00 0.83 2.18 JODY 0.628 3.821 0.004 1.00 0.83 0.98 EXCUSE_FUTURE 0.086 0.522 0.001 1.00 0.83 0.67 EASY_TERMS 0.112 0.688 0.000 1.00 0.83 2.62 X_X_PRESENT 0.111 0.682 0.000 1.00 0.83 3.25 FAKED_IP_IN_RCVD 0.110 0.676 0.000 1.00 0.83 2.86 USERNAME_IN_SUBJECT 0.081 0.492 0.001 1.00 0.83 1.33 NOT_INTENDED 0.107 0.655 0.000 1.00 0.83 3.12 DIG_UP_INFO 0.105 0.643 0.000 1.00 0.82 3.14 NONEXISTENT_CHARSET 1.091 6.636 0.008 1.00 0.82 2.44 HEADER_8BITS 2.956 17.974 0.023 1.00 0.82 2.64 SUBJ_HAS_SPACES 0.102 0.622 0.000 1.00 0.82 2.20 FROM_BTAMAIL 0.099 0.604 0.000 1.00 0.82 2.20 TAKE_ACTION_NOW 0.097 0.592 0.000 1.00 0.82 2.78 PRODUCED_AND_SENT_OUT 0.096 0.585 0.000 1.00 0.82 1.11 X_LIST_UNSUBSCRIBE 0.071 0.429 0.001 1.00 0.82 1.83 FREE_PASSWORD 0.070 0.426 0.001 1.00 0.82 1.29 HTML_COMMENT_8BITS 27.982 0.048 33.437 0.00 0.81 -0.85 IN_REP_TO 0.065 0.395 0.001 1.00 0.81 1.50 NEW_DOMAIN_EXTENSIONS 0.321 1.950 0.003 1.00 0.81 0.91 SECTION_301 0.086 0.528 0.000 1.00 0.81 1.55 REFINANCE_YOUR_HOME 0.083 0.507 0.000 1.00 0.81 3.00 RATWARE_JPFREE 0.083 0.507 0.000 1.00 0.81 2.05 WE_HATE_SPAM 0.061 0.371 0.001 1.00 0.81 1.23 ONLINE_PHARMACY 1.512 0.003 1.807 0.00 0.80 -2.09 SIGNATURE_SHORT_SPARSE 0.382 0.000 0.457 0.00 0.80 -0.71 PGP_SIGNATURE_2 0.274 1.663 0.003 1.00 0.80 2.52 SPAM_PHRASE_34_55 0.109 0.664 0.001 1.00 0.80 2.67 STOCK_ALERT 0.055 0.332 0.001 1.00 0.80 1.90 KIFF 0.071 0.438 0.000 1.00 0.80 3.19 FREE_INVESTMENT 0.067 0.410 0.000 1.00 0.79 2.54 CBYI 0.249 1.509 0.003 1.00 0.79 1.20 WHILE_YOU_SLEEP 0.338 0.000 0.404 0.00 0.79 -3.13 SIGNATURE_LONG_DENSE 0.065 0.395 0.000 1.00 0.79 2.79 RATWARE_STORM 0.065 0.395 0.000 1.00 0.79 0.85 X_STORMPOST_TO 0.062 0.380 0.000 1.00 0.79 2.78 MARKUP_RAND 0.462 2.795 0.006 1.00 0.79 0.84 CONSOLIDATE_DEBT 0.061 0.374 0.000 1.00 0.78 1.66 INCOME 0.061 0.374 0.000 1.00 0.78 1.86 GENTLE_FEROCITY 0.061 0.371 0.000 1.00 0.78 1.27 PREST_NON_ACCREDITED 0.061 0.371 0.000 1.00 0.78 2.93 HR_3113 0.044 0.266 0.001 1.00 0.78 2.51 FREE_INSTALL 0.345 2.088 0.005 1.00 0.78 0.61 REFINANCE 0.085 0.516 0.001 1.00 0.78 0.62 SUBJ_GUARANTEED 0.249 1.506 0.004 1.00 0.78 0.67 HGH 0.055 0.338 0.000 1.00 0.78 1.31 ADDRESSES_ON_CD 0.082 0.498 0.001 1.00 0.78 3.07 RATWARE_OE_MALFORMED 0.271 0.000 0.324 0.00 0.77 -0.95 PATCH_UNIFIED_DIFF 0.078 0.474 0.001 1.00 0.77 2.17 NASTY_GIRLS 0.196 1.183 0.003 1.00 0.77 0.64 ADVERT_CODE 0.052 0.317 0.000 1.00 0.77 1.30 VJESTIKA 0.051 0.314 0.000 1.00 0.77 1.89 FORGED_GW05_RCVD 0.050 0.308 0.000 1.00 0.77 2.80 UCE_MAIL_ACT 0.112 0.676 0.002 1.00 0.77 2.21 HTTP_CTRL_CHARS_HOST 0.146 0.881 0.002 1.00 0.77 2.83 COMPARE_RATES 0.036 0.220 0.001 1.00 0.77 2.03 CREDIT_BUREAU 0.036 0.217 0.001 1.00 0.77 0.54 RATWARE_SCREWUP_2 0.048 0.293 0.000 1.00 0.77 1.63 PORN_6 0.997 6.015 0.017 1.00 0.77 0.60 MAILTO_WITH_SUBJ_REMOVE 0.047 0.290 0.000 1.00 0.77 2.36 SERIOUS_ONLY 0.106 0.640 0.002 1.00 0.77 0.60 BEEN_TURNED_DOWN 0.035 0.211 0.001 1.00 0.76 2.85 EXCUSE_2 0.043 0.266 0.000 1.00 0.76 0.82 LOTS_OF_CC_LINES 7.527 0.027 8.992 0.00 0.76 -1.63 EMAIL_ATTRIBUTION 0.347 2.091 0.006 1.00 0.76 1.22 FORM_W_MAILTO_ACTION 1.222 7.361 0.023 1.00 0.76 0.61 CLICK_HERE_CAPS_LINK 0.041 0.254 0.000 1.00 0.76 0.60 NO_INVENTORY 0.366 2.206 0.007 1.00 0.75 0.50 FREE_PORN 0.183 1.102 0.004 1.00 0.75 2.88 WANTS_CREDIT_CARD 0.446 2.686 0.009 1.00 0.75 0.61 FREE_QUOTE 0.030 0.178 0.001 1.00 0.75 2.36 MICROSOFT 0.236 1.421 0.005 1.00 0.75 1.89 CREDIT_CARD 0.038 0.235 0.000 1.00 0.75 1.84 PORN_MEMBERSHIP 0.038 0.235 0.000 1.00 0.75 2.35 RATWARE_OE_PI 0.038 0.235 0.000 1.00 0.75 0.67 READ_TO_END 0.038 0.232 0.000 1.00 0.75 2.99 COMPLAIN_TO 0.056 0.338 0.001 1.00 0.75 0.60 NO_CREDIT_CHECK 0.036 0.223 0.000 1.00 0.75 0.61 LONG_NUMERIC_HTTP_ADDR 0.027 0.160 0.001 1.00 0.74 0.78 X_PMFLAGS_PRESENT 0.345 2.070 0.008 1.00 0.74 1.15 RATWARE_HASH_2 0.035 0.211 0.000 1.00 0.74 2.65 RATWARE_EVAMAIL 0.034 0.205 0.000 1.00 0.74 2.98 RATWARE_VC_IPA 0.034 0.205 0.000 1.00 0.74 2.02 HR_4176 0.175 1.047 0.004 1.00 0.74 1.30 LOW_PAYMENT 0.033 0.202 0.000 1.00 0.74 2.24 MEGA_SITE 0.074 0.447 0.002 1.00 0.74 2.74 CELEBRITY_PORN 0.032 0.196 0.000 1.00 0.74 1.98 VIAGRA_COMBO 0.029 0.178 0.000 1.00 0.73 2.70 MICRO_CAP_WARNING 0.022 0.130 0.001 1.00 0.73 2.33 CHILD_SUPPORT 0.277 1.657 0.008 1.00 0.73 0.51 THE_BEST_RATE 0.028 0.172 0.000 1.00 0.73 1.46 S_1618 0.028 0.172 0.000 1.00 0.73 2.21 ANOTHER_NET_AD 0.064 0.380 0.002 1.00 0.73 0.66 SAVE_ON_INSURANCE 0.021 0.124 0.001 1.00 0.73 2.46 UNIVERSITY_DIPLOMAS 0.285 1.705 0.008 1.00 0.72 0.56 GUARANTEED_100_PERCENT 0.122 0.727 0.004 1.00 0.72 0.52 PRINT_FORM_SIGNATURE 0.027 0.163 0.000 1.00 0.72 1.72 PENNIES_A_DAY 0.040 0.238 0.001 1.00 0.72 2.26 AMAZING_STUFF 0.026 0.160 0.000 1.00 0.72 2.84 TO_RECIP_MARKER 0.039 0.235 0.001 1.00 0.72 0.51 SPAM_PHRASE_55_XX 0.492 2.936 0.015 1.00 0.72 0.78 HTML_COMMENT_SAVED_URL 0.058 0.347 0.002 0.99 0.72 2.28 CUM_SHOT 0.135 0.803 0.004 0.99 0.72 1.39 VIAGRA 0.025 0.154 0.000 1.00 0.72 2.75 CABLE_CONVERTER 0.025 0.154 0.000 1.00 0.72 1.69 SPAM_FORM_RETURN 0.267 1.593 0.008 0.99 0.72 1.41 MONEY_BACK 0.210 1.249 0.006 0.99 0.72 1.12 INITIAL_INVEST 0.127 0.000 0.151 0.00 0.72 -2.70 BUGZILLA_BUG 0.019 0.112 0.001 0.99 0.72 1.06 UNCLAIMED_MONEY 0.315 1.877 0.010 0.99 0.72 0.55 MORTGAGE_RATES 0.122 0.000 0.146 0.00 0.72 -2.17 GENUINE_EBAY_RCVD 0.036 0.214 0.001 0.99 0.72 2.61 RATWARE_IMKTG 0.250 1.491 0.008 0.99 0.71 0.51 FROM_STARTS_WITH_NUMS 1.425 8.477 0.047 0.99 0.71 0.72 SUBJ_REMOVE 0.036 0.211 0.001 0.99 0.71 1.54 CENTS_ON_DOLLAR 0.088 0.522 0.003 0.99 0.71 0.57 BE_BOSS 0.420 2.499 0.014 0.99 0.71 1.37 AS_SEEN_ON 11.617 0.081 13.869 0.01 0.71 -0.52 USER_AGENT 0.117 0.697 0.004 0.99 0.71 0.56 MAIL_IN_ORDER_FORM 0.735 4.364 0.026 0.99 0.71 2.90 FORGED_AOL_RCVD 0.100 0.595 0.004 0.99 0.71 0.53 APPLY_ONLINE 0.066 0.392 0.002 0.99 0.71 0.63 NIGERIAN_TRANSACTION_2 3.262 19.348 0.121 0.99 0.71 1.15 SUBJ_HAS_UNIQ_ID 0.190 1.129 0.007 0.99 0.71 0.94 FREE_MEMBERSHIP 0.021 0.127 0.000 1.00 0.71 2.73 RATWARE_JIXING 0.047 0.281 0.002 0.99 0.71 1.08 HERBAL_VIAGRA 0.156 0.923 0.006 0.99 0.70 0.61 MUST_BE_18 0.020 0.124 0.000 1.00 0.70 2.73 RATWARE_MMAILER 26.657 0.205 31.823 0.01 0.70 -0.83 QUOTED_EMAIL_TEXT 0.135 0.800 0.005 0.99 0.70 0.51 LOSE_POUNDS 0.044 0.263 0.002 0.99 0.70 3.04 FORWARD_LOOKING 0.099 0.000 0.118 0.00 0.70 -0.60 USER_AGENT_MACOE 0.019 0.118 0.000 1.00 0.70 2.49 RATWARE_SCREWUP_1 6.672 0.054 7.964 0.01 0.70 -0.51 FROM_EGROUPS 0.697 4.119 0.028 0.99 0.70 0.52 DATE_IN_FUTURE_12_24 0.676 3.990 0.028 0.99 0.70 1.25 TRACKER_ID 0.028 0.166 0.001 0.99 0.70 2.15 WE_PROMISE_YOU 0.167 0.987 0.007 0.99 0.70 0.51 LOW_INTEREST 0.227 1.337 0.010 0.99 0.69 1.01 SAVE_THOUSANDS 0.017 0.106 0.000 1.00 0.69 2.50 MIME_BOUND_OPTIN 0.305 1.799 0.014 0.99 0.69 2.78 CALL_NOW 0.145 0.857 0.006 0.99 0.69 0.54 EXCUSE_13 1.658 0.015 1.979 0.01 0.69 -0.60 USER_AGENT_MOZILLA_UA 0.026 0.154 0.001 0.99 0.69 1.52 SECRET_RECORD 0.017 0.103 0.000 1.00 0.69 0.97 HARDCORE_PORN 0.013 0.075 0.001 0.99 0.69 1.59 X_MAILER_GIBBERISH 0.128 0.751 0.006 0.99 0.69 1.75 DATE_IN_FUTURE_48_96 0.016 0.100 0.000 1.00 0.69 2.21 GREEN_EXCUSE_2 0.016 0.100 0.000 1.00 0.69 0.91 VAR_REF_IN_RECEIVED 0.016 0.100 0.000 1.00 0.69 0.68 CREDITORS_CALLING 0.016 0.100 0.000 1.00 0.69 2.31 GREEN_EXCUSE_1 0.082 0.000 0.098 0.00 0.69 -0.90 USER_AGENT_IMP 0.312 0.003 0.372 0.01 0.69 -0.69 DISCLAIMER_LEGALESE 2.085 12.253 0.100 0.99 0.69 0.85 REMOVE_SUBJ 0.392 2.306 0.019 0.99 0.69 0.53 REPLY_REMOVE_SUBJECT 0.016 0.097 0.000 1.00 0.69 1.04 UNNEEDED_HTML_ENCODING 0.016 0.097 0.000 1.00 0.69 2.24 PURE_PROFIT 0.016 0.097 0.000 1.00 0.69 2.69 EXCUSE_8 0.109 0.643 0.005 0.99 0.69 1.74 TO_NO_USER 0.308 1.808 0.015 0.99 0.68 1.69 ADVERT_CODE2 0.015 0.094 0.000 1.00 0.68 2.29 FREE_LEADS 0.166 0.972 0.008 0.99 0.68 2.79 BUGGY_CGI 0.036 0.208 0.002 0.99 0.68 0.41 BUY_DIRECT 0.350 2.049 0.018 0.99 0.68 0.51 DO_IT_TODAY 0.475 2.785 0.024 0.99 0.68 0.97 MLM 0.115 0.673 0.006 0.99 0.68 0.51 UNSECURED_CREDIT 0.015 0.091 0.000 1.00 0.68 1.81 PORN_PASSWORD 0.411 2.405 0.021 0.99 0.68 0.50 ALL_NATURAL 0.147 0.863 0.008 0.99 0.68 2.42 DATE_IN_FUTURE_24_48 0.011 0.066 0.001 0.99 0.68 2.40 MEET_SINGLES 0.014 0.088 0.000 1.00 0.68 0.63 WWW_CLIK4YOU_COM 0.033 0.193 0.002 0.99 0.68 0.95 FROM_NO_USER 3.722 21.747 0.202 0.99 0.68 0.50 MISSING_MIMEOLE 0.011 0.063 0.001 0.99 0.68 3.26 STOP_SNORING 0.011 0.063 0.001 0.99 0.68 2.74 NO_AGE 0.373 2.179 0.021 0.99 0.68 0.50 BEST_PORN 0.013 0.081 0.000 1.00 0.67 0.54 SPAM_FORM 0.013 0.081 0.000 1.00 0.67 0.85 FREEWEBCO_NET_URL 0.031 0.181 0.002 0.99 0.67 0.51 IMPOTENCE 7.226 0.085 8.620 0.01 0.67 -0.51 GROUPS_YAHOO_1 0.051 0.296 0.003 0.99 0.67 2.64 AMATEUR_PORN 0.013 0.078 0.000 1.00 0.67 2.36 AUTO_EMAIL_REMOVAL 0.013 0.078 0.000 1.00 0.67 2.80 MDAEMON_2_7_4 0.249 1.449 0.015 0.99 0.67 1.59 HAIR_LOSS 0.231 1.340 0.014 0.99 0.67 0.80 GUARANTEE 0.305 1.771 0.019 0.99 0.67 0.95 PENIS_ENLARGE 0.142 0.824 0.009 0.99 0.67 0.54 AOL_USERS_LINK 0.367 2.128 0.023 0.99 0.67 1.68 MARKETING_PARTNERS 2.479 14.377 0.156 0.99 0.67 0.71 REMOVE_PAGE 0.012 0.072 0.000 1.00 0.66 2.44 EXCUSE_5 2.151 12.464 0.137 0.99 0.66 1.86 SPAM_PHRASE_21_34 0.018 0.106 0.001 0.99 0.66 2.51 LESBIAN 0.392 2.269 0.025 0.99 0.66 0.43 THIS_AINT_SPAM 0.451 0.006 0.538 0.01 0.66 -3.05 EGP_HTML_BANNER 0.054 0.314 0.004 0.99 0.66 2.56 PAY_SITE 0.080 0.462 0.005 0.99 0.66 0.75 STOCK_PICK 0.211 1.216 0.014 0.99 0.66 0.72 HTTP_ESCAPED_HOST 0.087 0.504 0.006 0.99 0.66 1.88 FIND_ANYTHING 0.017 0.100 0.001 0.99 0.66 2.00 SERIOUS_CASH 0.011 0.066 0.000 1.00 0.66 2.11 IN_ACCORDANCE_WITH_LAWS 0.026 0.148 0.002 0.99 0.66 0.73 RESISTANCE_IS_FUTILE 0.443 2.553 0.031 0.99 0.66 0.65 EXCUSE_15 0.184 1.062 0.013 0.99 0.66 2.11 NUMERIC_HTTP_ADDR 0.008 0.048 0.001 0.99 0.66 1.00 GET_STARTED_NOW 0.125 0.721 0.009 0.99 0.66 1.00 REPLY_TO_EMPTY 1.161 6.685 0.083 0.99 0.66 0.40 REMOVE_IN_QUOTES 0.231 1.331 0.017 0.99 0.66 1.49 ONE_TIME_MAILING 3.269 18.795 0.236 0.99 0.65 1.28 NORMAL_HTTP_TO_IP 0.236 1.358 0.017 0.99 0.65 0.50 VACATION_SCAM 0.008 0.045 0.001 0.99 0.65 1.00 PHONE_CANCER 0.010 0.060 0.000 1.00 0.65 1.00 BUY_JUDGEMENTS 0.010 0.060 0.000 1.00 0.65 1.00 MARKUP_SSPL 0.050 0.000 0.060 0.00 0.65 -4.00 HABEAS_SWE 0.360 2.061 0.028 0.99 0.65 1.53 HTTP_USERNAME_USED 0.015 0.088 0.001 0.99 0.65 1.84 ONCE_IN_LIFETIME 0.185 0.003 0.220 0.01 0.65 -2.17 HOTMAIL_FOOTER3 0.009 0.057 0.000 1.00 0.65 1.00 FREEWEBHOSTINGCENTRAL 0.903 5.151 0.073 0.99 0.65 0.41 FRONTPAGE 0.029 0.166 0.002 0.99 0.65 1.64 TRACE_BY_SSN 0.046 0.000 0.055 0.00 0.65 -1.15 REG_THANKS 0.151 0.860 0.012 0.99 0.64 2.18 X_LIBRARY 0.009 0.054 0.000 1.00 0.64 1.00 RATWARE_XMAILER 1.998 11.383 0.166 0.99 0.64 1.02 PRIORITY_NO_NAME 0.373 2.122 0.031 0.99 0.64 1.51 FROM_AND_TO_SAME_3 0.250 1.418 0.021 0.99 0.64 1.95 US_DOLLARS 0.782 4.442 0.067 0.99 0.64 0.40 COMPLETELY_FREE 0.035 0.196 0.003 0.99 0.64 1.12 WHY_PAY_MORE 2.021 0.036 2.409 0.01 0.64 -0.51 PGP_SIGNATURE 1.232 6.998 0.106 0.99 0.64 0.41 HTML_FONT_COLOR_GREEN 0.034 0.193 0.003 0.98 0.64 1.47 BARELY_LEGAL 0.163 0.926 0.014 0.98 0.64 1.98 RICH 0.008 0.051 0.000 1.00 0.64 1.00 NO_GIMMICK 0.883 5.007 0.078 0.98 0.64 0.41 TABLE_THICK_BORDER 0.020 0.112 0.002 0.98 0.64 0.45 SEX_FEST 3.334 18.859 0.302 0.98 0.64 0.41 EXCUSE_3 0.216 1.222 0.020 0.98 0.63 0.41 SUBJ_ENDS_IN_SPACE 0.025 0.142 0.002 0.98 0.63 1.64 SUBJ_2_CREDIT 0.081 0.456 0.008 0.98 0.63 0.43 X_MAIL_ID_PRESENT 0.198 1.117 0.019 0.98 0.63 0.88 OPPORTUNITY 0.080 0.453 0.008 0.98 0.63 0.40 X_SERV_HOST_PRESENT 0.135 0.761 0.013 0.98 0.63 0.42 THE_FOLLOWING_FORM 0.743 0.015 0.885 0.02 0.63 -2.48 HOTMAIL_FOOTER2 0.386 2.173 0.037 0.98 0.63 0.41 REMOVAL_INSTRUCTIONS 0.713 4.014 0.069 0.98 0.63 0.41 DIET 0.038 0.000 0.045 0.00 0.63 -1.70 HOTMAIL_FOOTER4 0.007 0.045 0.000 1.00 0.63 1.00 POPLAUNCH 0.007 0.045 0.000 1.00 0.63 1.00 MURKOWSKI_CRUFT 1.044 5.867 0.102 0.98 0.63 0.40 NO_OBLIGATION 0.053 0.299 0.005 0.98 0.63 0.40 BILLION_DOLLARS 0.153 0.860 0.015 0.98 0.63 0.42 EXTRA_CASH 0.164 0.917 0.017 0.98 0.63 2.08 OBFUSCATING_COMMENT 0.093 0.519 0.009 0.98 0.63 1.10 SUBJ_DOLLARS 0.064 0.356 0.006 0.98 0.63 0.55 GUARANTEED_STUFF 0.127 0.712 0.013 0.98 0.63 2.10 LIVE_PORN 0.007 0.042 0.000 1.00 0.63 1.00 ONLINE_BIZ_OPS 0.023 0.127 0.002 0.98 0.63 2.20 CASH_BONUS 0.028 0.157 0.003 0.98 0.62 0.42 INVESTOR_SPEC_SHEET 1.034 5.767 0.110 0.98 0.62 0.42 BAD_CREDIT 0.033 0.181 0.004 0.98 0.62 1.13 URGENT_BIZ 0.629 3.501 0.068 0.98 0.62 0.40 US_DOLLARS_3 0.034 0.000 0.040 0.00 0.62 -2.55 Q_FOR_SELLER 0.383 0.009 0.456 0.02 0.62 -0.86 APPROVED_BY 0.112 0.622 0.012 0.98 0.62 0.90 UNLIMITED 2.384 13.224 0.266 0.98 0.62 0.41 CLICK_BELOW_CAPS 0.042 0.232 0.005 0.98 0.62 1.78 HTML_90_100 0.248 1.373 0.028 0.98 0.62 1.49 ADULT_SITE 0.148 0.818 0.017 0.98 0.62 0.41 FULL_REFUND 0.015 0.085 0.002 0.98 0.62 0.55 WWW_REMOVEYOU_COM 0.152 0.842 0.018 0.98 0.62 0.41 MONEY_MAKING 0.241 0.006 0.287 0.02 0.62 -0.30 USER_AGENT_ENTOURAGE 0.162 0.893 0.019 0.98 0.62 0.42 DOMAIN_4U2 0.433 2.390 0.051 0.98 0.62 1.69 BULK_EMAIL 0.241 1.331 0.028 0.98 0.62 0.40 DEAR_FRIEND 0.874 4.820 0.103 0.98 0.61 0.43 SUBJ_FREE_CAP 0.189 1.041 0.022 0.98 0.61 0.49 ITS_LEGAL 0.006 0.036 0.000 1.00 0.61 1.00 WWW_AUTOREMOVE_COM 0.006 0.036 0.000 1.00 0.61 1.00 RATWARE_CARETOP 0.006 0.036 0.000 1.00 0.61 1.00 NO_MEDICAL 0.006 0.036 0.000 1.00 0.61 1.00 RATWARE_DIFFOND 0.006 0.036 0.000 1.00 0.61 1.00 NATURAL_VIAGRA 0.020 0.109 0.002 0.98 0.61 0.54 BANKRUPTCY 0.054 0.296 0.006 0.98 0.61 2.42 FORGED_JUNO_RCVD 0.268 1.473 0.033 0.98 0.61 0.41 FOR_INSTANT_ACCESS 0.268 1.473 0.033 0.98 0.61 0.40 INSTANT_ACCESS 0.124 0.676 0.016 0.98 0.61 0.41 STRONG_BUY 0.028 0.000 0.033 0.00 0.61 -2.44 PATCH_CONTEXT_DIFF 0.259 1.412 0.034 0.98 0.61 2.22 RCVD_FAKE_HELO_DOTCOM 0.487 2.656 0.064 0.98 0.61 0.42 MIME_MISSING_BOUNDARY 0.250 1.358 0.033 0.98 0.61 0.90 ACCEPT_CREDIT_CARDS 0.507 2.758 0.067 0.98 0.61 0.41 LIMITED_TIME_ONLY 0.009 0.048 0.001 0.98 0.61 1.09 EJACULATION 0.004 0.024 0.001 0.98 0.61 1.00 RATWARE_GR 1.849 10.053 0.246 0.98 0.60 1.10 DATE_IN_FUTURE_06_12 0.642 3.489 0.086 0.98 0.60 0.85 DATE_MISSING 1.242 6.748 0.167 0.98 0.60 0.41 MORTGAGE_OBFU 0.731 3.968 0.099 0.98 0.60 1.37 BASE64_ENC_TEXT 0.026 0.000 0.031 0.00 0.60 -1.33 CRON_ENV 0.112 0.607 0.015 0.98 0.60 0.41 EXCUSE_12 0.300 0.009 0.357 0.02 0.60 -1.78 USER_AGENT_APPLEMAIL 0.803 4.346 0.111 0.98 0.60 0.44 HTML_FONT_COLOR_MAGENTA 0.030 0.160 0.004 0.97 0.60 0.40 SUPPLIES_LIMITED 0.005 0.030 0.000 1.00 0.60 1.00 RATWARE_CHARSET 0.005 0.030 0.000 1.00 0.60 1.00 INTL_EXEC_GUILD 0.005 0.030 0.000 1.00 0.60 1.00 SPAM_FORM_INPUT 0.165 0.890 0.024 0.97 0.60 2.07 PENIS_ENLARGE2 0.763 0.024 0.907 0.03 0.60 -2.47 DEBIAN_BTS_BUG 0.099 0.531 0.014 0.97 0.60 0.61 FREE_ACCESS 1.314 7.068 0.190 0.97 0.60 0.42 HTML_FONT_COLOR_YELLOW 0.182 0.978 0.027 0.97 0.60 0.42 HIDE_WIN_STATUS 0.128 0.688 0.019 0.97 0.60 0.41 SAVINGS 6.850 36.733 1.014 0.97 0.60 0.41 CTYPE_JUST_HTML 0.302 1.621 0.045 0.97 0.60 1.62 EARN_PER_WEEK 0.226 1.213 0.034 0.97 0.60 0.33 LOW_PRICE 0.907 4.859 0.135 0.97 0.60 1.47 OPT_IN 0.463 2.481 0.069 0.97 0.60 0.30 SUB_FREE_OFFER 0.678 3.627 0.102 0.97 0.59 0.41 HTML_FONT_COLOR_CYAN 0.004 0.027 0.000 1.00 0.59 1.00 MIME_BOUND_HASHES 0.019 0.103 0.003 0.97 0.59 2.07 FREE_PREVIEW 0.110 0.588 0.017 0.97 0.59 1.11 HTML_WIN_OPEN 0.782 4.162 0.122 0.97 0.59 0.40 EXCUSE_7 0.041 0.220 0.006 0.97 0.59 0.32 X_ESMTP 0.037 0.199 0.006 0.97 0.59 0.40 NO_DISSAPOINTMENT 2.358 12.518 0.374 0.97 0.59 0.42 MAILTO_WITH_SUBJ 1.295 6.869 0.207 0.97 0.59 0.33 HTML_FONT_COLOR_NAME 0.195 1.032 0.032 0.97 0.59 0.42 HTML_FONT_COLOR_UNKNOWN 0.174 0.917 0.028 0.97 0.59 0.41 OPPORTUNITY_2 0.147 0.776 0.024 0.97 0.59 1.74 CHECK_OR_MONEY_ORDER 0.559 2.948 0.092 0.97 0.59 0.56 HOME_EMPLOYMENT 0.014 0.075 0.002 0.97 0.59 1.25 MIME_BOUND_MA 0.021 0.112 0.004 0.97 0.59 0.46 MIME_BOUND_DIGITS_4 0.053 0.278 0.009 0.97 0.59 0.41 FREE_CELL_PHONE 0.004 0.024 0.000 1.00 0.58 1.00 NO_SELLING 0.004 0.024 0.000 1.00 0.58 1.00 RATWARE_LC_OUTLOOK 0.004 0.024 0.000 1.00 0.58 1.00 PORN_GALLERIES 0.097 0.510 0.017 0.97 0.58 1.84 RATWARE_GROUPMAIL 0.059 0.308 0.010 0.97 0.58 0.40 GET_IT_NOW 0.003 0.018 0.001 0.97 0.58 1.00 MORE_TRAFFIC 0.889 4.641 0.156 0.97 0.58 1.02 NO_COST 2.680 0.109 3.183 0.03 0.58 -0.30 SIGNATURE_LONG_SPARSE 0.078 0.407 0.014 0.97 0.58 0.33 ONE_TIME 0.026 0.136 0.005 0.97 0.58 0.36 FRIEND_AT_PUBLIC 0.105 0.543 0.019 0.97 0.58 0.95 TARGETED 5.248 27.215 0.958 0.97 0.58 0.32 HTML_FONT_COLOR_RED 0.344 1.781 0.063 0.97 0.58 0.31 SAVE_UP_TO 0.026 0.133 0.005 0.97 0.58 1.02 HTML_WIN_BLUR 1.845 9.549 0.341 0.97 0.58 0.32 FROM_HAS_MIXED_NUMS 0.048 0.247 0.009 0.97 0.58 1.36 SEDUCTION 1.800 9.286 0.338 0.96 0.58 0.32 HTML_WITH_BGCOLOR 0.003 0.021 0.000 1.00 0.57 1.00 FREEMEGS_URL 0.003 0.021 0.000 1.00 0.57 1.00 INTERNET_TERROR_RANT 0.003 0.021 0.000 1.00 0.57 1.00 CYBER_FIRE_POWER 0.003 0.021 0.000 1.00 0.57 1.00 TO_INVESTORS 0.003 0.021 0.000 1.00 0.57 1.00 POST_IN_RCVD 0.003 0.021 0.000 1.00 0.57 1.00 RATWARE_POWERC 0.604 3.111 0.114 0.96 0.57 0.31 ACT_NOW 1.881 9.684 0.357 0.96 0.57 1.11 MISSING_OUTLOOK_NAME 0.056 0.287 0.011 0.96 0.57 1.68 LONG_DISTANCE 0.151 0.776 0.029 0.96 0.57 0.36 AMAZING 0.297 1.524 0.058 0.96 0.57 0.40 EXTRA_MPART_TYPE 0.027 0.139 0.005 0.96 0.57 0.36 NO_CATCH 0.033 0.169 0.006 0.96 0.57 0.31 HTTP_NUMBER_WORD 0.033 0.169 0.006 0.96 0.57 0.37 OFFSHORE_SCAM 0.245 1.252 0.048 0.96 0.57 0.32 UNSUB_SCRIPT 0.262 0.012 0.311 0.04 0.57 -1.12 MSN_FOOTER1 0.003 0.015 0.001 0.96 0.57 1.00 MONSTERHUT 0.003 0.015 0.001 0.96 0.57 1.00 EU_EMAIL_OPTOUT 0.305 1.554 0.061 0.96 0.57 0.32 MSGID_HAS_NO_AT 0.487 2.481 0.097 0.96 0.57 0.32 EXCUSE_10 1.228 6.238 0.249 0.96 0.57 0.34 HTML_FONT_INVISIBLE 1.473 7.481 0.299 0.96 0.57 0.33 HTML_FONT_COLOR_GRAY 0.098 0.498 0.020 0.96 0.57 1.55 YOUR_INCOME 3.882 19.683 0.796 0.96 0.57 1.34 SPAM_PHRASE_13_21 0.188 0.954 0.039 0.96 0.57 0.30 JAVASCRIPT_VERY_UNSAFE 4.602 23.280 0.954 0.96 0.57 0.31 CLICK_HERE_LINK 0.085 0.429 0.018 0.96 0.57 2.49 MSG_ID_ADDED_BY_MTA 3.608 18.216 0.756 0.96 0.57 1.52 INVALID_DATE 0.036 0.184 0.008 0.96 0.56 0.39 NO_STRINGS 0.583 2.942 0.123 0.96 0.56 0.36 WORK_AT_HOME 0.003 0.018 0.000 1.00 0.56 1.00 SHORT_RECEIVED_LINE 0.033 0.163 0.007 0.96 0.56 0.31 NAME_BRAND 0.295 1.476 0.064 0.96 0.56 0.65 NO_EXPERIENCE 0.567 2.831 0.124 0.96 0.56 0.30 JAVASCRIPT_UNSAFE 0.027 0.133 0.006 0.96 0.56 0.44 USER_4U2 1.008 5.016 0.226 0.96 0.56 0.32 SAVE_MONEY 0.839 4.174 0.188 0.96 0.56 0.95 HTML_70_90 0.008 0.039 0.002 0.96 0.56 1.00 CONFIDENTIAL_ORDER 0.197 0.978 0.045 0.96 0.56 0.68 SEE_FOR_YOURSELF 0.052 0.257 0.012 0.96 0.56 1.14 GET_PAID 0.363 1.796 0.083 0.96 0.56 1.18 ALL_CAP_PORN 0.033 0.163 0.008 0.96 0.56 2.33 RAPE 2.132 10.499 0.498 0.95 0.56 0.30 HTML_FONT_COLOR_UNSAFE 7.347 36.121 1.727 0.95 0.55 0.34 BIG_FONT 0.259 0.015 0.306 0.05 0.55 -1.80 HOTMAIL_FOOTER5 0.064 0.311 0.015 0.95 0.55 0.32 WINNER 0.044 0.214 0.011 0.95 0.55 1.25 FREE_SAMPLE 4.830 0.284 5.718 0.05 0.55 -0.30 SIGNATURE_SHORT_DENSE 3.922 19.076 0.962 0.95 0.55 0.30 HTML_50_70 0.002 0.015 0.000 1.00 0.55 1.00 EXCUSE_18 0.002 0.015 0.000 1.00 0.55 0.30 SIGNIFICANT 0.002 0.015 0.000 1.00 0.55 1.00 YR_MEMBERSHIP_EXCH 0.002 0.015 0.000 1.00 0.55 1.00 PRIORITY_MAIL 0.012 0.057 0.003 0.95 0.55 0.31 HIDDEN_CHARGES 0.012 0.057 0.003 0.95 0.55 1.27 MIME_BOUND_HEX_24 0.606 2.930 0.151 0.95 0.55 0.98 MIME_EXCESSIVE_QP 0.019 0.091 0.005 0.95 0.55 0.33 FREE_WEBSITE 0.417 2.007 0.106 0.95 0.55 0.43 X_MSMAIL_PRIORITY_HIGH 0.500 2.408 0.128 0.95 0.55 0.32 EMAIL_MARKETING 0.114 0.549 0.029 0.95 0.55 0.33 PROFITS 3.062 14.667 0.795 0.95 0.54 0.33 HTML_FONT_FACE_ODD 0.119 0.567 0.031 0.95 0.54 0.31 DOMAIN_BODY 0.188 0.896 0.050 0.95 0.54 0.33 WHY_WAIT 0.011 0.000 0.014 0.00 0.54 -0.75 USER_AGENT_TONLINE 0.507 2.411 0.135 0.95 0.54 0.30 NO_FEE 0.808 3.839 0.216 0.95 0.54 1.38 PORN_4 0.270 0.018 0.319 0.05 0.54 -0.49 HOTMAIL_FOOTER1 0.157 0.745 0.042 0.95 0.54 0.30 WHILE_SUPPLIES 0.174 0.824 0.047 0.95 0.54 1.58 SUB_HELLO 1.762 8.311 0.483 0.95 0.54 0.32 MIME_LONG_LINE_QP 0.110 0.513 0.031 0.94 0.54 0.32 FROM_MALFORMED 1.374 6.389 0.394 0.94 0.53 0.32 LINES_OF_YELLING_3 0.002 0.012 0.000 1.00 0.53 1.00 FILTERED_BY_WORLDREMOVE 0.002 0.012 0.000 1.00 0.53 2.06 CHARSET_FARAWAY_HEADERS 0.002 0.012 0.000 1.00 0.53 1.00 RATWARE_V3161 0.018 0.085 0.005 0.94 0.53 0.36 X_SMTPEXP_VERSION 0.018 0.085 0.005 0.94 0.53 0.32 X_SMTPEXP_REGISTRATION 0.218 1.008 0.064 0.94 0.53 0.32 CARRIAGE_RETURNS 9.854 45.552 2.883 0.94 0.53 0.31 CLICK_BELOW 0.236 1.089 0.069 0.94 0.53 0.32 SATISFACTION 0.032 0.148 0.009 0.94 0.53 0.33 PRIZE 0.724 3.323 0.216 0.94 0.53 0.93 SUSPICIOUS_RECIPS 0.006 0.027 0.002 0.94 0.53 1.00 NEW_CUSTOMER 6.171 0.477 7.284 0.06 0.53 -0.30 X_MAILING_LIST 1.058 4.847 0.318 0.94 0.53 0.32 FOR_FREE 0.767 3.513 0.231 0.94 0.53 0.40 MANY_EXCLAMATIONS 0.301 1.358 0.094 0.94 0.53 0.33 VERY_SUSP_RECIPS 1.644 7.412 0.517 0.93 0.53 0.21 ONLY_COST 2.314 10.415 0.732 0.93 0.52 0.20 MAILTO_TO_REMOVE 0.108 0.009 0.128 0.07 0.52 -0.99 FAILURE_NOTICE_2 0.174 0.782 0.055 0.93 0.52 0.21 YOU_WON 1.107 4.940 0.359 0.93 0.52 0.24 EXCUSE_14 0.005 0.024 0.002 0.93 0.52 1.00 SAFEGUARD_NOTICE 0.134 0.595 0.044 0.93 0.52 1.40 UPPERCASE_75_100 0.671 2.973 0.221 0.93 0.52 0.36 HOT_NASTY 0.018 0.078 0.006 0.93 0.52 0.12 NO_FORMS 0.349 1.542 0.116 0.93 0.52 0.20 FOR_JUST_SOME_AMT 0.094 0.413 0.031 0.93 0.52 0.30 NO_PURCHASE 0.321 1.412 0.108 0.93 0.52 1.82 DEAR_SOMETHING 0.837 3.670 0.283 0.93 0.52 0.45 X_PRIORITY_HIGH 0.132 0.579 0.045 0.93 0.52 0.38 HTML_EMBEDS 0.388 1.699 0.131 0.93 0.52 2.04 FORGED_RCVD_TRAIL 0.429 1.880 0.146 0.93 0.52 1.81 CASHCASHCASH 0.161 0.703 0.055 0.93 0.52 1.04 DIRECT_EMAIL 0.003 0.015 0.001 0.93 0.52 1.00 WEALTH 0.003 0.015 0.001 0.93 0.52 1.00 CHANGE_TERMS 0.127 0.555 0.044 0.93 0.52 1.08 BE_AMAZED 4.136 0.383 4.869 0.07 0.52 -0.23 X_LOOP 0.310 1.352 0.107 0.93 0.52 0.20 LARGE_COLLECTION 0.575 2.502 0.199 0.93 0.52 0.21 ORDER_NOW 0.208 0.899 0.072 0.93 0.51 0.20 NIGERIAN_TRANSACTION_1 0.008 0.036 0.003 0.92 0.51 1.00 MANY_FROMS 0.001 0.009 0.000 1.00 0.51 1.00 SPAM_FORM_ACTION 0.001 0.009 0.000 1.00 0.51 1.00 DISCONTINUE 0.116 0.498 0.041 0.92 0.51 0.22 CONGRATULATIONS 0.028 0.121 0.010 0.92 0.51 1.91 DRASTIC_REDUCED 0.119 0.510 0.042 0.92 0.51 1.40 INCREASE_SOMETHING 1.778 7.608 0.639 0.92 0.51 0.48 SUBJ_ALL_CAPS 2.389 10.203 0.862 0.92 0.51 0.22 LINES_OF_YELLING_2 0.444 1.886 0.163 0.92 0.51 1.55 DATE_IN_PAST_96_XX 5.643 23.853 2.087 0.92 0.51 0.20 HTML_FONT_COLOR_BLUE 0.014 0.060 0.005 0.92 0.51 0.21 PROMOTION 0.478 2.016 0.177 0.92 0.51 0.21 TO_EMPTY 0.022 0.094 0.008 0.92 0.51 2.01 NO_INVESTMENT 0.653 2.752 0.243 0.92 0.51 0.20 HTML_FONT_FACE_BAD 1.778 7.469 0.666 0.92 0.51 1.26 UPPERCASE_25_50 0.009 0.039 0.004 0.92 0.51 1.00 LYING_EYES 0.728 3.036 0.277 0.92 0.50 0.21 JAVASCRIPT 1.404 5.827 0.540 0.92 0.50 0.20 OFFER 0.089 0.368 0.034 0.92 0.50 0.21 NO_QS_ASKED 0.469 1.944 0.181 0.91 0.50 0.21 HTML_FONT_COLOR_NOHASH 0.059 0.244 0.023 0.91 0.50 0.68 MASS_EMAIL 1.284 5.302 0.499 0.91 0.50 1.54 TO_HAS_SPACES 0.089 0.368 0.035 0.91 0.50 0.47 DATE_IN_FUTURE_96_XX 0.272 0.030 0.319 0.09 0.50 -0.23 YAHOO_MSGID_ADDED 0.006 0.000 0.008 0.00 0.50 -1.00 MAILMAN_CONFIRM 1.166 4.795 0.457 0.91 0.50 0.21 DATE_IN_PAST_12_24 0.103 0.423 0.041 0.91 0.50 0.28 INVESTMENT 4.910 20.129 1.938 0.91 0.50 0.20 MAILTO_LINK 0.036 0.145 0.014 0.91 0.50 1.27 MARKET_SOLUTION 0.285 1.159 0.114 0.91 0.50 0.73 MIME_HTML_NO_CHARSET 7.024 28.480 2.834 0.91 0.50 0.89 FROM_ENDS_IN_NUMS 6.490 0.770 7.607 0.09 0.50 -0.21 NOSPAM_INC 0.310 1.243 0.127 0.91 0.50 0.21 ALL_CAPS_HEADER 0.006 0.000 0.007 0.00 0.50 -10.00 EVITE 0.167 0.667 0.069 0.91 0.49 0.43 ASKS_BILLING_ADDRESS 0.178 0.712 0.074 0.91 0.49 0.22 SIGN_UP 0.031 0.124 0.013 0.91 0.49 1.27 LINK_TO_NO_SCHEME 0.226 0.893 0.096 0.90 0.49 0.20 UPPERCASE_50_75 0.044 0.175 0.019 0.90 0.49 0.22 GETAWAY 0.937 3.679 0.401 0.90 0.49 1.51 PLING_PLING 0.077 0.302 0.034 0.90 0.49 0.20 WINNER_CAP 0.616 2.402 0.268 0.90 0.49 1.50 UNDISC_RECIPS 1.295 5.016 0.569 0.90 0.49 0.45 DATE_IN_PAST_06_12 2.093 8.082 0.923 0.90 0.49 1.48 FORGED_HOTMAIL_RCVD 0.017 0.066 0.008 0.90 0.49 0.80 EXCUSE_6 0.132 0.018 0.154 0.11 0.48 -1.45 MAILER_DAEMON 0.001 0.006 0.000 1.00 0.48 1.00 MIME_BOUND_MAIL_BOUND 0.001 0.006 0.000 1.00 0.48 1.00 E_WEBHOSTCENTRAL_URL 0.001 0.006 0.000 1.00 0.48 1.00 PSYCHIC 0.001 0.006 0.000 1.00 0.48 1.00 EU_200_32_CE 0.001 0.006 0.000 1.00 0.48 1.00 NIGERIAN_SCAM 0.001 0.006 0.000 1.00 0.48 1.00 NO_MIDDLEMAN 0.237 0.899 0.107 0.89 0.48 0.20 RELAYING_FRAME 0.447 1.684 0.206 0.89 0.48 0.21 SALE 0.159 0.598 0.073 0.89 0.48 2.09 SEARCH_ENGINE_PROMO 0.360 1.355 0.166 0.89 0.48 0.30 HTTP_WITH_EMAIL_IN_URL 0.152 0.570 0.070 0.89 0.48 1.44 MARKETING 0.048 0.181 0.022 0.89 0.48 0.31 DOMAIN_SUBJECT 5.827 21.620 2.743 0.89 0.48 0.21 LINES_OF_YELLING 2.216 8.206 1.047 0.89 0.48 1.35 FORGED_YAHOO_RCVD 0.046 0.169 0.022 0.89 0.48 0.21 WINNING_CAP 0.002 0.009 0.001 0.88 0.48 1.00 EXCUSE_11 0.007 0.027 0.004 0.88 0.48 1.00 LUXURY_CAR 2.438 8.930 1.171 0.88 0.48 0.20 WEB_BUGS 1.328 4.853 0.640 0.88 0.47 0.96 MISSING_HEADERS 0.320 1.165 0.155 0.88 0.47 0.67 TONER 0.329 1.195 0.160 0.88 0.47 0.23 SAVE_BUCKS 0.029 0.106 0.014 0.88 0.47 0.20 FANTASTIC 5.649 20.407 2.767 0.88 0.47 1.39 SPAM_PHRASE_08_13 0.095 0.015 0.111 0.12 0.47 -0.12 FAILURE_NOTICE_1 0.075 0.272 0.037 0.88 0.47 0.69 LARGE_HEX 0.107 0.380 0.053 0.88 0.47 0.21 MEMBER 1.261 4.500 0.628 0.88 0.47 0.28 DATE_IN_PAST_03_06 0.234 0.830 0.117 0.88 0.47 1.04 RATWARE_EGROUPS 1.109 0.184 1.290 0.12 0.47 -0.20 RESENT_TO 0.366 1.280 0.187 0.87 0.47 0.21 HTML_FONT_FACE_CAPS 5.024 0.875 5.834 0.13 0.46 -0.21 X_ACCEPT_LANG 0.079 0.272 0.041 0.87 0.46 0.21 FREE_DVD 0.342 1.174 0.179 0.87 0.46 0.43 US_DOLLARS_4 0.255 0.875 0.134 0.87 0.46 0.24 MONTH_TRIAL 1.052 3.585 0.558 0.87 0.46 0.22 TO_ADDRESS_EQ_REAL 3.572 12.108 1.905 0.86 0.46 0.69 MAILTO_TO_SPAM_ADDR 0.463 1.563 0.248 0.86 0.46 1.37 DATE_IN_FUTURE_03_06 1.958 6.522 1.067 0.86 0.46 0.20 CALL_FREE 5.627 1.086 6.514 0.14 0.46 -0.21 X_AUTH_WARNING 0.292 0.963 0.161 0.86 0.46 0.21 GREAT_OFFER 0.850 2.785 0.472 0.86 0.45 1.22 SMTPD_IN_RCVD 0.446 1.440 0.252 0.85 0.45 1.04 DATE_IN_PAST_24_48 2.113 6.808 1.196 0.85 0.45 0.11 MSG_ID_ADDED_BY_MTA_2 1.483 4.774 0.840 0.85 0.45 0.59 TO_MALFORMED 0.168 0.534 0.096 0.85 0.45 0.11 GIVING_AWAY 0.012 0.039 0.007 0.85 0.45 0.15 CANCEL 1.017 0.217 1.173 0.16 0.45 -0.22 SUBJECT_IS_LIST 0.250 0.785 0.146 0.84 0.45 0.14 SOCIAL_SEC_NUMBER 0.036 0.112 0.021 0.84 0.44 0.50 NO_COMBINE 0.003 0.000 0.004 0.00 0.44 -1.00 SUBJECT_IS_IN_REVIEW 1.056 0.232 1.217 0.16 0.44 -0.56 FWD_MSG 16.318 50.254 9.690 0.84 0.44 1.28 NO_REAL_NAME 0.376 1.153 0.224 0.84 0.44 1.31 FROM_AND_TO_SAME_5 0.007 0.021 0.004 0.84 0.44 1.00 SLASH_PRICE 0.199 0.601 0.121 0.83 0.44 1.27 GAPPY_SUBJECT 0.781 2.342 0.476 0.83 0.44 0.13 EXCUSE_1 0.921 2.749 0.563 0.83 0.44 0.10 ASCII_FORM_ENTRY 0.084 0.250 0.052 0.83 0.44 0.10 JAVASCRIPT_URI 0.209 0.613 0.130 0.82 0.44 0.10 OFFER_EXPIRE 0.948 2.770 0.592 0.82 0.43 1.19 WEIRD_PORT 0.000 0.003 0.000 1.00 0.43 1.00 YELLOWSUN 0.000 0.003 0.000 1.00 0.43 1.00 INCREDIBLE 0.000 0.003 0.000 1.00 0.43 1.00 X_FIX_PRESENT 0.000 0.003 0.000 1.00 0.43 1.00 WEB4PORNO_URL 0.000 0.003 0.000 1.00 0.43 1.00 THIS_AINT_JUNK 0.000 0.003 0.000 1.00 0.43 1.00 WWW_NETSITESFORFREE_NET 0.349 1.008 0.220 0.82 0.43 0.29 MEMBER_2 0.202 0.579 0.128 0.82 0.43 0.11 MSGID_CHARS_SPAM 0.322 0.908 0.208 0.81 0.43 0.10 PLING_QUERY 0.059 0.166 0.038 0.81 0.43 1.77 COMMUNIGATE 3.660 10.031 2.416 0.81 0.42 0.89 MSG_ID_ADDED_BY_MTA_3 1.037 2.831 0.687 0.80 0.42 0.10 UNSUB_PAGE 0.888 2.423 0.588 0.80 0.42 0.13 US_DOLLARS_2 0.011 0.003 0.012 0.20 0.42 -0.02 MAJORDOMO 0.205 0.549 0.138 0.80 0.42 1.60 MSGID_CHARS_WEIRD 0.044 0.118 0.030 0.80 0.42 0.87 DONT_DELETE 0.010 0.027 0.007 0.79 0.42 0.11 FREE_HOSTING 1.174 3.042 0.809 0.79 0.42 0.49 DISCLAIMER 0.422 1.092 0.291 0.79 0.42 0.11 FREE_TRIAL 0.009 0.024 0.006 0.79 0.41 0.03 COUPON 1.839 4.611 1.297 0.78 0.41 0.10 EXCUSE_16 0.009 0.003 0.011 0.22 0.41 -1.30 MSN_GROUPS 0.055 0.136 0.039 0.78 0.41 0.11 DEAR_EMAIL 4.614 1.578 5.207 0.23 0.40 -0.13 EXCHANGE_SERVER 0.011 0.027 0.008 0.77 0.40 0.43 JOIN_MILLIONS 0.812 1.880 0.604 0.76 0.40 0.54 FROM_AND_TO_SAME_1 2.770 1.020 3.112 0.25 0.40 -0.14 USER_AGENT_MOZILLA_XM 0.022 0.048 0.017 0.75 0.39 0.01 SHOPPING_SPREE 0.010 0.021 0.008 0.73 0.39 0.10 MIME_BOUND_DIGITS_7 0.663 1.415 0.516 0.73 0.39 0.12 HTML_COMMENT_UNIQUE_ID 2.644 5.535 2.079 0.73 0.38 0.10 DEAR_SOMEBODY 0.046 0.097 0.037 0.73 0.38 0.32 CANT_LIVE_WITHOUT 19.790 8.538 21.987 0.28 0.38 -0.10 KNOWN_MAILING_LIST 0.001 0.003 0.001 0.72 0.38 0.30 CLICK_TO_REMOVE_3 0.001 0.003 0.001 0.72 0.38 1.00 URI_IS_POUND 0.174 0.075 0.193 0.28 0.38 -1.13 FORGOTTEN_PASSWORD 1.899 3.860 1.516 0.72 0.38 0.01 RISK_FREE 0.983 0.432 1.091 0.28 0.38 -0.14 MIME_NULL_BLOCK 1.828 0.809 2.027 0.29 0.38 -0.48 SUBJECT_MONTH 5.561 10.795 4.538 0.70 0.37 0.01 SUPERLONG_LINE 6.367 12.123 5.243 0.70 0.37 1.64 SPAM_PHRASE_05_08 0.120 0.223 0.100 0.69 0.37 0.01 EXPECT_TO_EARN 4.745 8.776 3.958 0.69 0.37 0.03 INVALID_MSGID 0.018 0.009 0.020 0.31 0.37 -1.90 LISTBUILDER 0.324 0.579 0.274 0.68 0.36 1.36 FROM_AND_TO_SAME_6 1.949 1.017 2.131 0.32 0.36 -0.48 SUBJECT_MONTH_2 0.086 0.151 0.074 0.67 0.36 0.00 EXCUSE_17 1.100 1.886 0.947 0.67 0.36 0.77 FORGED_RCVD_FOUND 0.009 0.015 0.008 0.66 0.36 1.00 NO_REFUND 0.050 0.085 0.043 0.66 0.36 0.00 BIG_BUCKS 0.032 0.054 0.028 0.66 0.36 0.01 MIME_BOUND_DIGITS_3 0.029 0.048 0.025 0.66 0.36 0.15 MIME_BOUND_DIGITS_2 0.178 0.296 0.156 0.66 0.35 1.40 DATE_IN_PAST_48_96 1.421 2.233 1.262 0.64 0.35 0.01 GAPPY_TEXT 0.391 0.238 0.420 0.36 0.35 -1.43 ORDER_STATUS 2.530 3.757 2.290 0.62 0.34 0.04 MAY_BE_FORGED 0.144 0.214 0.131 0.62 0.34 0.00 GIFT_CERTIFICATE 0.091 0.133 0.083 0.62 0.34 0.03 PLEASE_READ 0.125 0.181 0.114 0.61 0.34 1.70 MIME_BOUND_DIGITS_5 1.605 1.074 1.709 0.39 0.33 -0.07 OUTLOOK_FW_MSG 0.092 0.133 0.084 0.61 0.33 0.01 RESERVES_RIGHT 0.849 0.585 0.901 0.39 0.33 -0.72 SUBJECT_FREQ 0.026 0.036 0.024 0.61 0.33 1.50 DATE_WARNING 0.471 0.643 0.438 0.59 0.33 0.34 SUBJ_MISSING 0.430 0.320 0.451 0.41 0.32 -1.60 SUBJECT_HAS_DATE 5.412 4.189 5.650 0.43 0.32 -0.01 USER_AGENT_OUTLOOK 0.030 0.036 0.029 0.56 0.31 0.91 FORGED_EBAY_RCVD 0.839 0.954 0.816 0.54 0.30 0.40 SPAM_REDIRECTOR 1.075 1.029 1.084 0.49 0.29 -0.62 SUBJECT_IS_NEWS 1.075 1.083 1.073 0.50 0.29 -0.24 USER_AGENT_AOL 3.134 3.033 3.154 0.49 0.28 -0.07 FREE_MONEY 0.169 0.175 0.168 0.51 0.28 -0.12 BALANCE_FOR_LONG_40K 9.604 7.892 9.939 0.44 0.26 1.38 SPAM_PHRASE_03_05 0.005 0.006 0.005 0.56 0.26 -1.00 TRACK_NUMBER 0.019 0.012 0.020 0.38 0.23 0.47 OUTLOOK_UNDISC_RECIPS 7.601 11.537 6.833 0.63 0.23 0.18 USER_AGENT_OE 0.176 0.272 0.157 0.63 0.23 0.14 ACCOUNT_CLICK 27.283 16.816 29.328 0.36 0.23 1.28 SPAM_PHRASE_00_01 0.005 0.003 0.005 0.36 0.22 1.00 PRICES_WONT_LAST 0.159 0.097 0.172 0.36 0.22 1.25 FROM_AND_TO_SAME_2 0.572 0.341 0.618 0.36 0.22 -0.03 FROM_MISSING 0.727 1.219 0.631 0.66 0.21 -0.71 BALANCE_FOR_LONG_20K 1.474 0.794 1.607 0.33 0.21 -0.20 SUSPECT_LIST_HEADERS 9.296 4.213 10.289 0.29 0.19 0.45 TO_BE_REMOVED_REPLY 9.357 3.769 10.448 0.27 0.17 1.06 SPAM_PHRASE_02_03 0.112 0.039 0.126 0.24 0.16 0.78 COMMENT 2.729 0.860 3.094 0.22 0.14 -0.30 TO_LOCALPART_EQ_REAL 0.446 1.165 0.305 0.79 0.14 0.30 USER_AGENT_THEBAT 14.023 3.893 16.001 0.20 0.13 0.90 SPAM_PHRASE_01_02 0.062 0.196 0.036 0.85 0.10 0.24 PRIVACY_STATEMENT 0.001 0.006 0.001 0.91 0.05 -1.00 MAILBITS_EMAIL 0.002 0.012 0.001 0.95 0.01 -1.00 FROM_US_PHONE 19.380 0.081 23.149 0.00 0.00 -0.52 REFERENCES 0.000 0.000 0.000 0.00 0.00 1.00 RATWARE_EPAPER 0.000 0.000 0.000 0.00 0.00 -10.00 NMS_CGI_NOT_BUGGY 0.000 0.000 0.000 0.00 0.00 -1.00 MSN_FOOTER2 0.000 0.000 0.000 0.00 0.00 1.00 RATWARE_CURMAIL 0.000 0.000 0.000 0.00 0.00 -1.00 USER_AGENT_GNUS_UA 0.001 0.000 0.001 0.00 0.00 1.00 MIME_BOUND_EQS_DASHES 0.000 0.000 0.000 0.00 0.00 1.00 RATWARE_HSU 0.000 0.000 0.000 0.00 0.00 1.00 MIME_BOUND_HEX14 0.000 0.000 0.000 0.00 0.00 1.00 RATWARE_CBLAST 0.000 0.000 0.000 0.00 0.00 1.00 MIME_BOUND_MIME_BOUND 0.000 0.000 0.000 0.00 0.00 1.00 RATWARE_SEEDNET 0.000 0.000 0.000 0.00 0.00 1.00 FROM_TOPICA 0.000 0.000 0.000 0.00 0.00 1.00 RATWARE_OPTIN 0.000 0.000 0.000 0.00 0.00 1.00 MIME_BOUND_SEP1 0.000 0.000 0.000 0.00 0.00 1.00 RATWARE_YAM 0.000 0.000 0.000 0.00 0.00 1.00 RATWARE_UPROAR 0.000 0.000 0.000 0.00 0.00 1.00 RATWARE_PASCUAL 0.000 0.000 0.001 0.00 0.00 1.00 RATWARE_EBIZ 0.000 0.000 0.000 0.00 0.00 1.00 RATWARE_MATCHMAKER 0.000 0.000 0.000 0.00 0.00 1.00 OUTSTANDING_VALUE 0.001 0.000 0.001 0.00 0.00 1.00 MIME_BOUND_DIGITS_1 0.002 0.000 0.003 0.00 0.00 1.00 RATWARE_MBOMBER Rule file versions for which these results apply: (SpamAssassin Version string: 2.42) -rw-rw-r-- 1 jm jm 4778 Sep 10 12:53 10_misc.cf -rw-rw-r-- 1 jm jm 3013 Sep 10 12:53 20_anti_ratware.cf -rw-r--r-- 1 jm jm 63501 Sep 10 12:53 20_body_tests.cf -rw-r--r-- 1 jm jm 14934 Sep 14 20:18 20_compensate.cf -rw-r--r-- 1 jm jm 29966 Sep 14 20:18 20_head_tests.cf -rw-r--r-- 1 jm jm 1613 Sep 10 12:53 20_meta_tests.cf -rw-rw-r-- 1 jm jm 7227 Sep 10 12:53 20_ratware.cf -rwxr-xr-x 1 jm jm 4284 Sep 10 12:53 20_uri_tests.cf -rw-rw-r-- 1 jm jm 6351 Sep 10 12:53 25_body_tests_es.cf -rw-r--r-- 1 jm jm 6301 Sep 14 20:18 25_body_tests_pl.cf -rw-rw-r-- 1 jm jm 421 Sep 10 12:53 25_head_tests_es.cf -rw-rw-r-- 1 jm jm 304 Sep 10 12:53 25_head_tests_pl.cf -rw-rw-r-- 1 jm jm 10065 Sep 10 12:53 30_text_de.cf -rw-rw-r-- 1 jm jm 6524 Sep 10 12:54 30_text_es.cf -rw-rw-r-- 1 jm jm 29243 Sep 10 12:54 30_text_fr.cf -rw-rw-r-- 1 jm jm 5353 Sep 10 12:54 30_text_pl.cf -rw-rw-r-- 1 jm jm 28714 Jan 19 2002 40_spam_phrases.cf -rw-rw-r-- 1 jm jm 37156 Sep 17 18:32 50_scores.cf -rw-rw-r-- 1 jm jm 2741 Sep 10 12:54 60_whitelist.cf -rw-rw-r-- 1 jm jm 13020 Aug 29 18:07 70_broken_rules.cf -rw-rw-r-- 1 jm jm 428 Sep 10 12:54 70_cvs_rules_under_test.cf -rw-rw-r-- 1 jm jm 121 Dec 19 2001 local.cf -rw-rw-r-- 1 jm jm 11816 Sep 10 12:54 regression_tests.cf