STATISTICS REPORT FOR SPAMASSASSIN RULESET Classification success on test corpora, at default threshold: # SUMMARY for threshold 5.0: # Correctly non-spam: 159046 68.52% (99.21% of non-spam corpus) # Correctly spam: 65141 28.06% (90.72% of spam corpus) # False positives: 1268 0.55% (0.79% of nonspam, 25214 weighted) # False negatives: 6666 2.87% (9.28% of spam, 6872 weighted) # Average score for spam: 17.9 nonspam: -10.5 # Average for false-pos: 8.9 false-neg: 1.0 # TOTAL: 232121 100.00% Results on test corpora at various alternative thresholds: # SUMMARY for threshold 5.5: # Correctly non-spam: 159215 68.59% (99.31% of non-spam corpus) # Correctly spam: 64105 27.62% (89.27% of spam corpus) # False positives: 1099 0.47% (0.69% of nonspam, 23230 weighted) # False negatives: 7702 3.32% (10.73% of spam, 12257 weighted) # SUMMARY for threshold 6.0: # Correctly non-spam: 159454 68.69% (99.46% of non-spam corpus) # Correctly spam: 63136 27.20% (87.92% of spam corpus) # False positives: 860 0.37% (0.54% of nonspam, 20107 weighted) # False negatives: 8671 3.74% (12.08% of spam, 17838 weighted) # SUMMARY for threshold 6.5: # Correctly non-spam: 159530 68.73% (99.51% of non-spam corpus) # Correctly spam: 62140 26.77% (86.54% of spam corpus) # False positives: 784 0.34% (0.49% of nonspam, 19044 weighted) # False negatives: 9667 4.16% (13.46% of spam, 24050 weighted) # SUMMARY for threshold 7.0: # Correctly non-spam: 159611 68.76% (99.56% of non-spam corpus) # Correctly spam: 61047 26.30% (85.02% of spam corpus) # False positives: 703 0.30% (0.44% of nonspam, 17829 weighted) # False negatives: 10760 4.64% (14.98% of spam, 31418 weighted) # SUMMARY for threshold 8.0: # Correctly non-spam: 159769 68.83% (99.66% of non-spam corpus) # Correctly spam: 58967 25.40% (82.12% of spam corpus) # False positives: 545 0.23% (0.34% of nonspam, 15187 weighted) # False negatives: 12840 5.53% (17.88% of spam, 47047 weighted) # SUMMARY for threshold 9.0: # Correctly non-spam: 159878 68.88% (99.73% of non-spam corpus) # Correctly spam: 56902 24.51% (79.24% of spam corpus) # False positives: 436 0.19% (0.27% of nonspam, 13113 weighted) # False negatives: 14905 6.42% (20.76% of spam, 64627 weighted) # SUMMARY for threshold 10.0: # Correctly non-spam: 159968 68.92% (99.78% of non-spam corpus) # Correctly spam: 54603 23.52% (76.04% of spam corpus) # False positives: 346 0.15% (0.22% of nonspam, 11188 weighted) # False negatives: 17204 7.41% (23.96% of spam, 86487 weighted) # SUMMARY for threshold 12.0: # Correctly non-spam: 160089 68.97% (99.86% of non-spam corpus) # Correctly spam: 49489 21.32% (68.92% of spam corpus) # False positives: 225 0.10% (0.14% of nonspam, 8221 weighted) # False negatives: 22318 9.61% (31.08% of spam, 142797 weighted) # SUMMARY for threshold 15.0: # Correctly non-spam: 160193 69.01% (99.92% of non-spam corpus) # Correctly spam: 41377 17.83% (57.62% of spam corpus) # False positives: 121 0.05% (0.08% of nonspam, 5076 weighted) # False negatives: 30430 13.11% (42.38% of spam, 252421 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 SCORE NAME 232121 71807 160314 0.31 0.00 (all messages) 100.000 30.935 69.065 0.31 0.00 (all messages as %) 3.678 11.890 0.000 1.00 3.48 MIME_ODD_CASE 3.672 11.865 0.002 1.00 4.37 INVALID_DATE_TZ_ABSURD 2.071 6.694 0.001 1.00 1.86 FROM_HAS_MIXED_NUMS2 1.757 5.676 0.002 1.00 3.19 DATE_YEAR_ZERO_FIRST 0.799 2.582 0.000 1.00 4.41 KOREAN_UCE_SUBJECT 0.711 2.299 0.000 1.00 2.35 X_ENC_PRESENT 0.669 2.163 0.000 1.00 4.58 X_PRECEDENCE_REF 2.595 0.001 3.757 0.00 -4.11 USER_AGENT_MUTT 0.472 1.526 0.000 1.00 4.06 COMPETE 2.700 8.709 0.008 1.00 4.27 SUBJ_FULL_OF_8BITS 0.414 1.337 0.000 1.00 0.69 MSGID_SPAMSIGN_1 0.391 1.263 0.000 1.00 4.42 FREE_INVESTMENT 0.333 1.076 0.000 1.00 2.02 TAKE_ACTION_NOW 0.323 1.043 0.000 1.00 3.37 REFINANCE_YOUR_HOME 0.322 1.040 0.000 1.00 4.51 EASY_TERMS 0.311 1.007 0.000 1.00 3.55 REVERSE_AGING 0.292 0.944 0.000 1.00 3.68 X_MAIL_ID_PRESENT 0.284 0.919 0.000 1.00 2.54 X_SERV_HOST_PRESENT 0.241 0.778 0.000 1.00 2.95 FORGED_EUDORAMAIL_RCVD 4.781 15.404 0.023 1.00 4.24 SUBJ_HAS_SPACES 0.229 0.741 0.000 1.00 -0.65 HIDDEN_ASSETS 0.220 0.710 0.000 1.00 1.43 USERNAME_IN_SUBJECT 22.610 0.063 32.709 0.00 -2.58 IN_REP_TO 0.197 0.638 0.000 1.00 4.58 CBYI 0.195 0.631 0.000 1.00 -0.20 WRINKLES 0.192 0.621 0.000 1.00 2.39 X_X_PRESENT 2.285 0.003 3.308 0.00 1.63 USER_AGENT_KMAIL 0.185 0.597 0.000 1.00 3.25 NOT_MLM 0.178 0.575 0.000 1.00 3.23 DIG_UP_INFO 0.177 0.574 0.000 1.00 3.37 X_LIST_UNSUBSCRIBE 0.330 0.000 0.478 0.00 -1.84 PGP_SIGNATURE_2 0.387 1.251 0.001 1.00 1.56 FREE_PASSWORD 0.140 0.451 0.000 1.00 4.21 NONEXISTENT_CHARSET 0.135 0.436 0.000 1.00 3.12 HR_3113 0.278 0.000 0.402 0.00 -2.66 SIGNATURE_LONG_DENSE 0.120 0.389 0.000 1.00 4.48 COMPLAIN_TO 0.119 0.384 0.000 1.00 2.19 UCE_MAIL_ACT 0.337 1.088 0.001 1.00 4.12 FREE_GRANT 0.500 1.614 0.001 1.00 3.00 FREE_CONSULTATION 0.103 0.333 0.000 1.00 1.94 WE_HATE_SPAM 0.101 0.326 0.000 1.00 4.17 MEGA_SITE 1.006 3.243 0.004 1.00 1.65 EXCUSE_FUTURE 0.324 1.047 0.001 1.00 2.44 HTML_COMMENT_8BITS 0.324 1.044 0.001 1.00 1.43 COPY_ACCURATELY 0.218 0.000 0.315 0.00 -0.57 PATCH_UNIFIED_DIFF 0.097 0.313 0.000 1.00 2.59 NEW_DOMAIN_EXTENSIONS 0.093 0.301 0.000 1.00 2.56 FAKED_IP_IN_RCVD 0.093 0.299 0.000 1.00 1.56 GENTLE_FEROCITY 0.092 0.297 0.000 1.00 2.49 PRODUCED_AND_SENT_OUT 0.088 0.285 0.000 1.00 2.81 INCOME 0.088 0.284 0.000 1.00 1.02 MARKUP_RAND 0.086 0.279 0.000 1.00 4.42 MIME_BOUND_OPTIN 0.086 0.279 0.000 1.00 3.50 FROM_BTAMAIL 0.084 0.273 0.000 1.00 0.99 VJESTIKA 0.441 1.423 0.001 1.00 2.49 FINANCIAL 0.075 0.241 0.000 1.00 3.74 LOTS_OF_CC_LINES 0.074 0.238 0.000 1.00 4.22 RATWARE_VC_IPA 0.072 0.231 0.000 1.00 3.15 RATWARE_STORM 0.072 0.231 0.000 1.00 2.03 X_STORMPOST_TO 0.069 0.224 0.000 1.00 4.64 TO_RECIP_MARKER 0.069 0.223 0.000 1.00 3.85 VIAGRA_COMBO 0.067 0.216 0.000 1.00 4.12 PORN_MEMBERSHIP 0.065 0.212 0.000 1.00 3.38 EXCUSE_5 0.059 0.189 0.000 1.00 2.63 ADDRESSES_ON_CD 0.055 0.177 0.000 1.00 3.82 HR_4176 0.053 0.170 0.000 1.00 3.70 RATWARE_OE_PI 0.052 0.167 0.000 1.00 2.78 NO_INVENTORY 0.504 1.625 0.002 1.00 2.32 SENT_IN_COMPLIANCE 1.021 3.289 0.005 1.00 0.43 CONSOLIDATE_DEBT 0.106 0.000 0.154 0.00 -2.85 GENUINE_EBAY_RCVD 0.106 0.000 0.153 0.00 -1.92 BUGZILLA_BUG 0.046 0.149 0.000 1.00 2.91 FORGED_GW05_RCVD 0.046 0.148 0.000 1.00 -0.34 CABLE_CONVERTER 0.045 0.146 0.000 1.00 2.81 RATWARE_EVAMAIL 0.045 0.145 0.000 1.00 3.93 PURE_PROFIT 0.045 0.145 0.000 1.00 0.58 PORN_6 0.793 2.555 0.004 1.00 4.15 REFINANCE 0.042 0.135 0.000 1.00 2.59 RATWARE_SCREWUP_1 0.040 0.131 0.000 1.00 1.22 HARDCORE_PORN 0.040 0.131 0.000 1.00 1.41 SERIOUS_ONLY 0.040 0.130 0.000 1.00 4.65 RATWARE_JIXING 0.040 0.128 0.000 1.00 3.00 RATWARE_MMAILER 0.221 0.714 0.001 1.00 4.25 EXCUSE_4 0.348 1.121 0.001 1.00 3.49 BEEN_TURNED_DOWN 0.457 1.472 0.002 1.00 2.65 SPAM_PHRASE_34_55 0.215 0.692 0.001 1.00 0.86 WE_HONOR_ALL 0.032 0.103 0.000 1.00 3.47 LONG_NUMERIC_HTTP_ADDR 0.031 0.099 0.000 1.00 2.30 MIME_BOUND_HASHES 0.028 0.092 0.000 1.00 3.40 MICRO_CAP_WARNING 0.062 0.000 0.089 0.00 -0.16 USER_AGENT_IMP 0.027 0.088 0.000 1.00 2.26 PENNIES_A_DAY 0.027 0.086 0.000 1.00 2.72 RATWARE_PASCUAL 0.025 0.079 0.000 1.00 2.04 ANOTHER_NET_AD 0.024 0.078 0.000 1.00 0.22 S_1618 0.024 0.078 0.000 1.00 -0.94 CREDITORS_CALLING 0.024 0.077 0.000 1.00 2.57 MDAEMON_2_7_4 0.023 0.075 0.000 1.00 1.52 PORN_PASSWORD 2.351 7.562 0.017 1.00 4.48 HEADER_8BITS 0.185 0.596 0.001 1.00 2.37 JODY 0.022 0.070 0.000 1.00 1.91 RATWARE_CURMAIL 0.022 0.070 0.000 1.00 2.14 SPAM_FORM_RETURN 0.021 0.067 0.000 1.00 2.98 VAR_REF_IN_RECEIVED 0.293 0.943 0.001 1.00 2.19 CLICK_TO_REMOVE_2 0.383 1.235 0.002 1.00 3.96 HGH 0.017 0.056 0.000 1.00 3.51 ONLINE_BIZ_OPS 0.017 0.056 0.000 1.00 0.93 WWW_CLIK4YOU_COM 0.016 0.053 0.000 1.00 0.72 RATWARE_XMAILER 0.016 0.053 0.000 1.00 3.41 GREEN_EXCUSE_2 0.015 0.049 0.000 1.00 1.72 RATWARE_EPAPER 0.015 0.047 0.000 1.00 4.17 IN_ACCORDANCE_WITH_LAWS 0.014 0.046 0.000 1.00 1.33 EXCUSE_18 0.014 0.046 0.000 1.00 1.91 GREEN_EXCUSE_1 0.014 0.045 0.000 1.00 3.21 EXCUSE_8 0.013 0.043 0.000 1.00 2.93 RATWARE_YAM 0.013 0.043 0.000 1.00 2.23 MIME_BOUND_MAIL_BOUND 0.013 0.043 0.000 1.00 4.67 UNNEEDED_HTML_ENCODING 0.527 1.696 0.003 1.00 3.62 FAKED_UNDISC_RECIPS 0.029 0.000 0.042 0.00 -3.03 Q_FOR_SELLER 0.012 0.040 0.000 1.00 3.10 FREE_LEADS 0.153 0.494 0.001 1.00 1.80 RESISTANCE_IS_FUTILE 0.012 0.039 0.000 1.00 2.05 RATWARE_POWERC 0.012 0.038 0.000 1.00 2.31 FREEWEBCO_NET_URL 0.011 0.036 0.000 1.00 2.13 SPAM_FORM 0.011 0.036 0.000 1.00 2.22 MIME_BOUND_MIME_BOUND 0.147 0.475 0.001 1.00 2.80 VIAGRA_ONLINE 0.023 0.000 0.033 0.00 -2.45 PATCH_CONTEXT_DIFF 2.450 7.870 0.022 1.00 1.71 CLICK_HERE_CAPS_LINK 0.009 0.029 0.000 1.00 1.00 MARKUP_SSPL 0.009 0.029 0.000 1.00 1.00 RATWARE_DIFFOND 0.237 0.765 0.001 1.00 4.02 PARA_A_2_C_OF_1618 0.009 0.028 0.000 1.00 1.00 BUY_JUDGEMENTS 0.009 0.028 0.000 1.00 1.00 RATWARE_HSU 0.008 0.026 0.000 1.00 1.00 FREEWEBHOSTINGCENTRAL 0.008 0.026 0.000 1.00 1.00 INTL_EXEC_GUILD 0.018 0.000 0.026 0.00 -20.00 HABEAS_SWE 0.008 0.025 0.000 1.00 1.00 NO_GIMMICK 15.552 0.077 22.484 0.00 -2.67 REFERENCES 0.016 0.000 0.024 0.00 -0.76 CRON_ENV 0.007 0.022 0.000 1.00 1.00 RATWARE_SEEDNET 0.006 0.021 0.000 1.00 1.00 MIME_BOUND_HEX14 0.006 0.021 0.000 1.00 1.00 MIME_BOUND_SEP1 0.006 0.021 0.000 1.00 1.00 POPLAUNCH 0.006 0.019 0.000 1.00 1.00 MURKOWSKI_CRUFT 0.006 0.019 0.000 1.00 0.00 TO_INVESTORS 0.006 0.019 0.000 1.00 1.00 RATWARE_CARETOP 0.006 0.018 0.000 1.00 1.00 NATURAL_VIAGRA 0.006 0.018 0.000 1.00 1.00 RATWARE_CHARSET 0.012 0.000 0.017 0.00 -1.30 MSN_GROUPS 0.012 0.000 0.017 0.00 -2.50 SUBJECT_IS_IN_REVIEW 0.005 0.017 0.000 1.00 1.00 WWW_AUTOREMOVE_COM 0.005 0.017 0.000 1.00 1.00 NO_MEDICAL 0.206 0.664 0.001 1.00 4.20 SUBJ_GUARANTEED 0.120 0.387 0.001 1.00 0.44 PREST_NON_ACCREDITED 0.010 0.000 0.014 0.00 -0.84 USER_AGENT_TONLINE 0.004 0.014 0.000 1.00 1.00 PRIORITY_MAIL 0.348 1.118 0.002 1.00 3.77 BILL_1618 0.004 0.013 0.000 1.00 1.00 NO_MIDDLEMAN 0.004 0.013 0.000 1.00 1.00 SPAM_FORM_INPUT 0.003 0.011 0.000 1.00 1.00 PORN_GALLERIES 0.003 0.011 0.000 1.00 1.00 RATWARE_LC_OUTLOOK 0.003 0.011 0.000 1.00 1.00 NO_SELLING 0.468 1.504 0.004 1.00 3.84 SECTION_301 0.003 0.010 0.000 1.00 1.00 POST_IN_RCVD 0.003 0.010 0.000 1.00 1.00 FREEMEGS_URL 0.003 0.008 0.000 1.00 1.00 DISCONTINUE 0.003 0.008 0.000 1.00 1.30 SHORT_RECEIVED_LINE 0.003 0.008 0.000 1.00 1.00 INTERNET_TERROR_RANT 0.003 0.008 0.000 1.00 1.00 RATWARE_MATCHMAKER 0.003 0.008 0.000 1.00 1.00 RATWARE_OPTIN 0.003 0.008 0.000 1.00 1.00 CYBER_FIRE_POWER 0.003 0.008 0.000 1.00 1.00 RATWARE_EBIZ 0.006 0.000 0.008 0.00 -1.00 MAILMAN_CONFIRM 0.103 0.330 0.001 1.00 2.47 APPLY_ONLINE 0.005 0.000 0.007 0.00 -10.00 EVITE 0.098 0.316 0.001 1.00 4.00 STOCK_ALERT 0.002 0.006 0.000 1.00 1.00 FILTERED_BY_WORLDREMOVE 0.002 0.006 0.000 1.00 1.00 RATWARE_V3161 0.002 0.006 0.000 1.00 3.10 CHARSET_FARAWAY_HEADERS 0.002 0.006 0.000 1.00 1.00 RATWARE_CBLAST 0.527 1.692 0.005 1.00 2.47 LOW_PAYMENT 0.001 0.004 0.000 1.00 1.00 SPAM_FORM_ACTION 0.001 0.004 0.000 1.00 1.00 OUTSTANDING_VALUE 0.672 2.156 0.007 1.00 0.67 FREE_PORN 2.281 7.310 0.029 1.00 3.18 TRACKER_ID 0.001 0.003 0.000 1.00 1.00 E_WEBHOSTCENTRAL_URL 0.001 0.003 0.000 1.00 1.00 NIGERIAN_SCAM 0.001 0.003 0.000 1.00 1.00 PSYCHIC 0.001 0.003 0.000 1.00 1.00 EU_200_32_CE 0.001 0.003 0.000 1.00 1.00 FROM_TOPICA 0.870 2.791 0.010 1.00 2.65 MORTGAGE_RATES 0.000 0.001 0.000 1.00 1.00 WWW_NETSITESFORFREE_NET 0.000 0.001 0.000 1.00 1.00 INCREDIBLE 0.000 0.001 0.000 1.00 1.00 THIS_AINT_JUNK 0.000 0.001 0.000 1.00 1.20 YR_MEMBERSHIP_EXCH 0.000 0.001 0.000 1.00 1.00 WEB4PORNO_URL 0.000 0.001 0.000 1.00 1.00 YELLOWSUN 0.000 0.001 0.000 1.00 1.00 X_FIX_PRESENT 0.072 0.230 0.001 1.00 1.57 KIFF 6.402 0.043 9.250 0.00 -0.77 EMAIL_ATTRIBUTION 0.125 0.400 0.001 1.00 1.24 EARNINGS 1.150 3.683 0.016 1.00 0.82 MAILTO_WITH_SUBJ_REMOVE 0.123 0.396 0.001 1.00 4.21 NASTY_GIRLS 1.231 0.007 1.779 0.00 -1.97 SIGNATURE_SHORT_SPARSE 0.066 0.213 0.001 1.00 4.37 RATWARE_OE_MALFORMED 0.551 1.763 0.007 1.00 1.17 THE_BEST_RATE 0.000 0.000 0.000 0.00 -1.00 USER_AGENT_GNUS_UA 0.000 0.000 0.000 0.00 -1.00 MSN_FOOTER2 0.000 0.000 0.000 0.00 -10.00 NMS_CGI_NOT_BUGGY 1.740 5.564 0.027 1.00 3.90 FORGED_AOL_RCVD 0.263 0.001 0.381 0.00 -2.56 DISCLAIMER_LEGALESE 0.366 1.171 0.005 1.00 1.99 CREDIT_CARD 0.106 0.341 0.001 1.00 3.25 ONLINE_PHARMACY 0.313 1.001 0.004 1.00 0.21 WHILE_YOU_SLEEP 0.102 0.327 0.001 1.00 2.95 NO_CREDIT_CHECK 4.010 0.031 5.792 0.01 -3.97 FROM_EGROUPS 0.463 1.480 0.007 1.00 2.58 INITIAL_INVEST 0.053 0.170 0.001 1.00 3.51 READ_TO_END 0.097 0.312 0.001 1.00 3.37 FREE_INSTALL 0.097 0.311 0.001 1.00 3.40 HTTP_CTRL_CHARS_HOST 0.139 0.446 0.002 1.00 0.68 COMPARE_RATES 0.096 0.308 0.001 1.00 0.04 NOT_INTENDED 5.891 18.785 0.115 0.99 3.40 REMOVE_PAGE 1.263 4.034 0.022 0.99 3.03 MARKETING_PARTNERS 1.537 4.906 0.027 0.99 2.48 HTML_COMMENT_SAVED_URL 0.430 1.373 0.007 1.00 2.38 FORM_W_MAILTO_ACTION 0.242 0.774 0.004 1.00 4.41 PAY_SITE 0.047 0.149 0.001 1.00 3.79 MICROSOFT 0.300 0.960 0.005 0.99 0.81 ADVERT_CODE 0.045 0.143 0.001 1.00 2.74 UNCLAIMED_MONEY 0.381 0.003 0.550 0.01 -1.58 EGP_HTML_BANNER 1.397 4.454 0.028 0.99 3.17 DATE_IN_FUTURE_12_24 0.043 0.136 0.001 1.00 -2.48 RATWARE_SCREWUP_2 0.042 0.135 0.001 1.00 3.81 RATWARE_GR 0.180 0.575 0.003 0.99 4.17 VIAGRA 0.039 0.125 0.001 1.00 -0.22 CREDIT_BUREAU 4.442 0.045 6.412 0.01 -1.84 USER_AGENT_PINE 0.230 0.734 0.004 0.99 3.03 BE_BOSS 5.111 16.249 0.122 0.99 0.17 SUBJ_HAS_UNIQ_ID 0.104 0.333 0.002 0.99 2.41 SAVE_ON_INSURANCE 0.428 1.365 0.009 0.99 2.87 GUARANTEED_100_PERCENT 0.493 1.569 0.011 0.99 1.79 LOW_INTEREST 0.036 0.114 0.001 0.99 3.85 X_PMFLAGS_PRESENT 4.493 0.049 6.484 0.01 -3.05 GROUPS_YAHOO_1 1.241 0.013 1.791 0.01 1.18 USER_AGENT_MOZILLA_UA 0.292 0.930 0.006 0.99 1.50 MUST_BE_18 0.160 0.001 0.231 0.01 0.38 HOTMAIL_FOOTER3 0.065 0.209 0.001 0.99 2.52 FROM_NO_USER 0.734 2.334 0.017 0.99 1.96 AS_SEEN_ON 0.288 0.918 0.006 0.99 3.58 AOL_USERS_LINK 0.034 0.107 0.001 0.99 3.26 STOP_SNORING 0.231 0.735 0.005 0.99 4.47 WANTS_CREDIT_CARD 0.492 1.564 0.011 0.99 4.42 CALL_NOW 0.033 0.106 0.001 0.99 1.20 MIME_BOUND_MA 0.063 0.201 0.001 0.99 4.24 WE_PROMISE_YOU 1.756 5.577 0.044 0.99 2.38 SUBJ_REMOVE 0.482 1.532 0.011 0.99 1.78 SAVE_THOUSANDS 0.172 0.547 0.004 0.99 1.16 PRINT_FORM_SIGNATURE 9.314 0.116 13.434 0.01 -1.14 USER_AGENT 7.003 22.190 0.201 0.99 1.61 MISSING_MIMEOLE 0.428 1.359 0.011 0.99 3.79 HTTP_ESCAPED_HOST 0.030 0.096 0.001 0.99 2.95 EXCUSE_2 1.747 0.021 2.521 0.01 -0.52 PGP_SIGNATURE 0.080 0.253 0.002 0.99 3.17 CELEBRITY_PORN 0.079 0.252 0.002 0.99 2.04 CUM_SHOT 0.470 1.490 0.012 0.99 2.00 MONEY_BACK 0.733 2.323 0.021 0.99 1.34 MLM 0.468 1.483 0.013 0.99 2.16 GUARANTEE 0.209 0.663 0.006 0.99 2.36 LOSE_POUNDS 0.026 0.084 0.001 0.99 0.28 TRACE_BY_SSN 0.463 1.468 0.013 0.99 2.93 X_LIBRARY 0.162 0.514 0.004 0.99 0.06 MAIL_IN_ORDER_FORM 0.683 2.163 0.020 0.99 2.26 BEST_PORN 0.049 0.155 0.001 0.99 2.87 HERBAL_VIAGRA 0.025 0.079 0.001 0.99 2.74 NO_AGE 0.196 0.623 0.006 0.99 1.80 UNSECURED_CREDIT 0.025 0.078 0.001 0.99 4.59 INVESTOR_SPEC_SHEET 0.089 0.283 0.002 0.99 2.17 SUBJ_2_CREDIT 0.249 0.788 0.007 0.99 2.75 FREE_MEMBERSHIP 0.287 0.908 0.009 0.99 4.18 BUGGY_CGI 2.499 7.888 0.085 0.99 1.75 REMOVE_SUBJ 0.023 0.074 0.001 0.99 4.07 MEET_SINGLES 3.991 12.582 0.143 0.99 3.59 SPAM_PHRASE_21_34 0.199 0.629 0.006 0.99 4.21 EXCUSE_13 0.741 2.341 0.025 0.99 4.32 DO_IT_TODAY 0.413 1.305 0.014 0.99 0.61 EXTRA_CASH 5.307 0.091 7.644 0.01 -1.01 X_MAILING_LIST 2.047 6.446 0.077 0.99 1.82 TABLE_THICK_BORDER 0.357 1.125 0.012 0.99 3.72 RATWARE_HASH_2 0.480 1.512 0.017 0.99 1.91 ADVERT_CODE2 0.346 1.092 0.012 0.99 3.18 FROM_STARTS_WITH_NUMS 0.736 2.319 0.027 0.99 -0.08 EXCUSE_15 0.056 0.177 0.002 0.99 0.07 NIGERIAN_TRANSACTION_2 0.666 0.011 0.959 0.01 -4.23 DEBIAN_BTS_BUG 0.355 1.117 0.013 0.99 2.66 HAIR_LOSS 0.054 0.171 0.002 0.99 4.36 FORWARD_LOOKING 0.019 0.060 0.001 0.99 1.85 CHILD_SUPPORT 0.333 1.049 0.012 0.99 3.38 ONE_TIME_MAILING 0.071 0.224 0.002 0.99 4.10 WHY_PAY_MORE 3.785 0.070 5.449 0.01 -2.65 SIGNATURE_SHORT_DENSE 0.642 0.011 0.925 0.01 -1.52 HOTMAIL_FOOTER2 0.053 0.167 0.002 0.99 4.17 IMPOTENCE 21.754 0.439 31.301 0.01 -3.46 QUOTED_EMAIL_TEXT 0.148 0.465 0.006 0.99 4.04 TO_NO_USER 1.710 5.369 0.072 0.99 4.06 FRONTPAGE 0.034 0.109 0.001 0.99 -4.02 SPAM_PHRASE_55_XX 0.396 1.245 0.016 0.99 2.08 PENIS_ENLARGE 0.017 0.054 0.001 0.99 -1.09 GET_STARTED_NOW 0.033 0.104 0.001 0.99 2.36 RATWARE_IMKTG 0.199 0.627 0.008 0.99 3.25 DATE_IN_FUTURE_24_48 1.610 5.041 0.074 0.99 -0.19 MIME_MISSING_BOUNDARY 2.162 6.764 0.100 0.99 1.50 NO_OBLIGATION 0.477 1.496 0.021 0.99 3.43 ALL_NATURAL 0.657 2.056 0.030 0.99 3.02 HTTP_USERNAME_USED 0.455 1.425 0.021 0.99 2.44 OPPORTUNITY 0.045 0.141 0.002 0.99 0.87 BUY_DIRECT 1.600 5.002 0.076 0.99 2.80 COMPLETELY_FREE 0.128 0.401 0.006 0.99 3.31 DATE_IN_FUTURE_48_96 0.407 1.274 0.019 0.99 0.19 REPLY_REMOVE_SUBJECT 2.259 7.051 0.112 0.98 1.24 BASE64_ENC_TEXT 0.043 0.134 0.002 0.99 1.25 AMAZING_STUFF 0.436 1.362 0.021 0.98 1.79 THIS_AINT_SPAM 0.677 2.113 0.034 0.98 1.65 ADULT_SITE 5.244 16.327 0.279 0.98 1.85 EXCUSE_3 0.067 0.209 0.003 0.99 3.50 AMATEUR_PORN 0.104 0.326 0.005 0.98 4.15 RATWARE_JPFREE 0.374 1.166 0.019 0.98 3.33 VACATION_SCAM 1.598 4.979 0.084 0.98 2.06 REMOVE_IN_QUOTES 0.065 0.203 0.003 0.98 -2.75 RATWARE_MBOMBER 0.027 0.084 0.001 0.99 -3.08 UNIVERSITY_DIPLOMAS 1.893 0.046 2.721 0.02 -2.08 SIGNATURE_LONG_SPARSE 1.899 5.910 0.103 0.98 3.25 SUBJ_FREE_CAP 2.924 9.084 0.165 0.98 2.67 PRIORITY_NO_NAME 0.074 0.230 0.004 0.98 2.92 STOCK_PICK 0.013 0.040 0.001 0.98 2.10 X_MAILER_GIBBERISH 0.073 0.228 0.004 0.98 2.46 MIME_BOUND_DIGITS_4 0.128 0.397 0.007 0.98 2.11 X_ESMTP 0.116 0.361 0.006 0.98 2.13 FIND_ANYTHING 0.123 0.383 0.007 0.98 0.89 GUARANTEED_STUFF 1.726 5.348 0.104 0.98 2.49 BAD_CREDIT 1.123 3.480 0.067 0.98 2.12 US_DOLLARS_3 0.304 0.943 0.018 0.98 0.44 MONEY_MAKING 0.033 0.102 0.002 0.98 0.87 CENTS_ON_DOLLAR 2.573 7.949 0.165 0.98 0.71 MORTGAGE_OBFU 0.022 0.067 0.001 0.98 1.50 LESBIAN 1.054 3.256 0.067 0.98 2.35 DIET 0.330 1.021 0.021 0.98 -0.36 SUBJ_ENDS_IN_SPACE 0.120 0.372 0.007 0.98 2.97 REPLY_TO_EMPTY 0.736 2.271 0.048 0.98 1.80 UNSUB_SCRIPT 0.021 0.064 0.001 0.98 1.16 HIDDEN_CHARGES 0.193 0.596 0.012 0.98 3.37 LIVE_PORN 0.020 0.063 0.001 0.98 0.96 SERIOUS_CASH 0.154 0.475 0.010 0.98 1.38 SUBJ_DOLLARS 3.376 10.388 0.236 0.98 1.66 DATE_IN_FUTURE_06_12 0.020 0.061 0.001 0.98 2.10 ONCE_IN_LIFETIME 2.287 7.029 0.163 0.98 3.19 HTML_FONT_COLOR_GREEN 0.202 0.623 0.014 0.98 1.59 NUMERIC_HTTP_ADDR 3.459 0.116 4.957 0.02 -2.69 X_LOOP 0.960 2.948 0.069 0.98 -0.54 LIMITED_TIME_ONLY 0.592 1.820 0.042 0.98 1.74 REMOVAL_INSTRUCTIONS 0.830 2.550 0.060 0.98 2.81 NO_EXPERIENCE 4.561 13.982 0.342 0.98 2.44 CLICK_BELOW_CAPS 0.028 0.085 0.002 0.98 2.31 CONFIDENTIAL_ORDER 0.415 1.276 0.030 0.98 2.74 DEAR_FRIEND 0.087 0.003 0.124 0.02 3.02 USER_AGENT_MACOE 0.302 0.926 0.022 0.98 2.08 ITS_LEGAL 0.071 0.217 0.005 0.98 1.49 PRIZE 0.043 0.132 0.003 0.98 2.50 MIME_BOUND_HEX_24 0.249 0.765 0.019 0.98 -0.76 SAVINGS 0.082 0.003 0.117 0.02 0.88 FAILURE_NOTICE_2 0.284 0.869 0.022 0.98 2.60 US_DOLLARS 0.196 0.599 0.015 0.98 0.01 THE_FOLLOWING_FORM 0.259 0.794 0.020 0.98 2.32 DOMAIN_4U2 0.234 0.717 0.018 0.98 3.69 OBFUSCATING_COMMENT 0.201 0.616 0.016 0.98 -0.70 FREE_ACCESS 0.033 0.102 0.002 0.98 3.46 SEX_FEST 0.033 0.100 0.002 0.98 2.75 SECRET_RECORD 0.189 0.007 0.271 0.03 0.68 YAHOO_MSGID_ADDED 0.690 2.101 0.057 0.97 0.72 BULK_EMAIL 0.031 0.096 0.002 0.97 4.46 CASH_BONUS 1.531 4.654 0.132 0.97 1.88 WORK_AT_HOME 0.379 1.150 0.033 0.97 4.28 FROM_AND_TO_SAME_3 0.320 0.971 0.028 0.97 2.93 HIDE_WIN_STATUS 1.331 4.032 0.122 0.97 1.30 ACT_NOW 0.155 0.471 0.014 0.97 3.77 UNLIMITED 0.290 0.880 0.026 0.97 1.65 STRONG_BUY 0.897 2.716 0.083 0.97 0.01 SUB_FREE_OFFER 0.159 0.483 0.014 0.97 2.31 ONE_TIME 1.176 3.554 0.110 0.97 3.48 HTML_FONT_COLOR_MAGENTA 0.121 0.365 0.011 0.97 1.83 EXCUSE_12 0.061 0.184 0.006 0.97 0.43 BILLION_DOLLARS 1.755 5.291 0.171 0.97 1.61 OPT_IN 0.060 0.182 0.006 0.97 1.77 FORGED_JUNO_RCVD 0.007 0.021 0.001 0.97 1.00 PHONE_CANCER 0.208 0.627 0.020 0.97 -0.23 HTML_WIN_OPEN 0.033 0.099 0.003 0.97 2.21 BANKRUPTCY 0.166 0.500 0.016 0.97 1.72 RICH 0.058 0.175 0.006 0.97 -2.27 NO_CATCH 0.361 1.085 0.036 0.97 -1.32 INSTANT_ACCESS 0.361 1.085 0.036 0.97 2.43 FOR_INSTANT_ACCESS 0.173 0.521 0.017 0.97 2.78 FULL_REFUND 3.439 10.307 0.362 0.97 1.68 MISSING_OUTLOOK_NAME 0.019 0.057 0.002 0.97 2.47 LUXURY_CAR 0.037 0.113 0.004 0.97 4.35 BARELY_LEGAL 0.171 0.512 0.017 0.97 2.02 YOUR_INCOME 0.056 0.167 0.006 0.97 3.85 USER_4U2 0.589 1.767 0.062 0.97 1.54 DATE_MISSING 0.012 0.038 0.001 0.97 2.91 MIME_BOUND_DIGITS_1 0.199 0.010 0.284 0.03 -2.69 USER_AGENT_ENTOURAGE 7.018 20.969 0.770 0.96 2.36 NORMAL_HTTP_TO_IP 0.042 0.127 0.004 0.97 4.37 RAPE 0.222 0.666 0.024 0.97 4.33 PENIS_ENLARGE2 0.278 0.831 0.030 0.97 0.43 AMAZING 0.041 0.124 0.004 0.97 1.51 HTML_90_100 1.973 5.888 0.220 0.96 1.41 FOR_FREE 0.938 2.796 0.106 0.96 2.63 EXCUSE_7 0.012 0.035 0.001 0.97 -0.11 WWW_REMOVEYOU_COM 0.897 2.668 0.103 0.96 1.28 EXCUSE_10 2.420 7.185 0.286 0.96 0.26 HTML_FONT_COLOR_NAME 0.556 1.652 0.065 0.96 2.24 EXTRA_MPART_TYPE 0.011 0.033 0.001 0.96 -3.83 AUTO_EMAIL_REMOVAL 3.857 11.415 0.472 0.96 -0.89 FROM_HAS_MIXED_NUMS 0.234 0.694 0.028 0.96 2.04 ACCEPT_CREDIT_CARDS 0.011 0.032 0.001 0.96 4.30 EXCUSE_11 2.524 7.442 0.321 0.96 0.56 HTML_FONT_COLOR_YELLOW 0.091 0.269 0.011 0.96 0.30 FREE_CELL_PHONE 0.702 2.071 0.089 0.96 2.90 HOME_EMPLOYMENT 0.030 0.088 0.004 0.96 3.54 PROMOTION 1.459 4.288 0.192 0.96 1.07 HTML_FONT_COLOR_CYAN 0.564 1.659 0.074 0.96 1.20 SAVE_UP_TO 0.082 0.241 0.011 0.96 3.15 FREE_SAMPLE 1.318 3.865 0.177 0.96 2.69 NO_COST 6.120 17.916 0.836 0.96 2.97 SPAM_PHRASE_13_21 0.024 0.071 0.003 0.96 2.38 URGENT_BIZ 5.606 16.379 0.781 0.95 1.56 INVALID_DATE 0.295 0.865 0.040 0.96 2.12 HTML_FONT_COLOR_UNKNOWN 0.106 0.312 0.014 0.96 2.44 LONG_DISTANCE 3.244 9.468 0.457 0.95 1.68 MAILTO_WITH_SUBJ 0.952 2.780 0.133 0.95 2.88 FORGED_RCVD_TRAIL 2.418 7.049 0.343 0.95 -0.23 EXCUSE_14 0.046 0.134 0.006 0.96 0.23 EXCUSE_6 0.340 0.993 0.047 0.95 0.17 EARN_PER_WEEK 14.102 40.972 2.066 0.95 0.65 CTYPE_JUST_HTML 9.418 27.301 1.408 0.95 1.61 CLICK_HERE_LINK 0.018 0.052 0.002 0.95 0.96 FREE_PREVIEW 1.271 3.689 0.188 0.95 1.55 EMAIL_MARKETING 1.742 5.054 0.259 0.95 1.14 SAVE_MONEY 0.133 0.387 0.019 0.95 1.70 TARGETED 9.669 27.969 1.472 0.95 -1.20 HTML_FONT_COLOR_RED 0.039 0.113 0.006 0.95 0.75 SUPPLIES_LIMITED 0.078 0.006 0.111 0.05 -4.69 FAILURE_NOTICE_1 0.370 1.065 0.059 0.95 0.56 JAVASCRIPT_VERY_UNSAFE 0.052 0.149 0.008 0.95 2.52 MIME_BOUND_DIGITS_7 3.154 9.049 0.513 0.95 2.02 MIME_LONG_LINE_QP 0.079 0.227 0.012 0.95 1.90 GET_IT_NOW 0.222 0.638 0.036 0.95 2.86 RCVD_FAKE_HELO_DOTCOM 1.315 3.770 0.216 0.95 2.83 PORN_4 12.599 35.998 2.118 0.94 -0.37 BIG_FONT 0.300 0.861 0.049 0.95 2.16 SUB_HELLO 0.050 0.143 0.008 0.95 2.93 NAME_BRAND 0.012 0.033 0.002 0.95 4.20 SAFEGUARD_NOTICE 1.331 3.805 0.223 0.94 1.67 MANY_EXCLAMATIONS 0.050 0.142 0.008 0.95 0.89 NO_DISSAPOINTMENT 0.262 0.749 0.044 0.94 0.27 WHILE_SUPPLIES 0.409 1.168 0.069 0.94 1.32 CARRIAGE_RETURNS 0.348 0.994 0.059 0.94 0.70 WHY_WAIT 0.271 0.773 0.046 0.94 0.82 SEE_FOR_YOURSELF 0.037 0.104 0.006 0.94 1.80 OFFSHORE_SCAM 0.029 0.084 0.005 0.94 4.32 HTML_WIN_BLUR 0.007 0.021 0.001 0.94 1.00 EJACULATION 0.029 0.082 0.005 0.94 -0.67 FREE_WEBSITE 1.001 2.835 0.180 0.94 2.07 MIME_EXCESSIVE_QP 0.205 0.018 0.289 0.06 -0.02 USER_AGENT_APPLEMAIL 0.244 0.691 0.044 0.94 2.37 OPPORTUNITY_2 1.196 3.383 0.217 0.94 2.03 UNDISC_RECIPS 0.230 0.652 0.042 0.94 -3.08 CONGRATULATIONS 2.992 8.437 0.553 0.94 0.66 HTML_FONT_INVISIBLE 3.770 10.598 0.711 0.94 -0.52 HTML_FONT_COLOR_UNSAFE 0.047 0.134 0.009 0.94 1.72 SEDUCTION 0.027 0.077 0.005 0.94 0.09 FRIEND_AT_PUBLIC 0.024 0.067 0.004 0.94 -0.82 X_SMTPEXP_REGISTRATION 0.024 0.067 0.004 0.94 2.24 X_SMTPEXP_VERSION 0.084 0.235 0.016 0.94 0.36 FANTASTIC 0.704 1.976 0.134 0.94 1.40 MIME_HTML_NO_CHARSET 0.411 1.153 0.078 0.94 2.69 SATISFACTION 0.531 1.490 0.101 0.94 0.67 X_MSMAIL_PRIORITY_HIGH 0.063 0.177 0.012 0.94 3.72 LINK_TO_NO_SCHEME 1.218 3.413 0.235 0.94 1.23 INVALID_MSGID 2.839 7.950 0.550 0.94 1.58 OFFER 0.253 0.710 0.049 0.94 2.20 HTML_EMBEDS 0.044 0.004 0.062 0.06 -3.06 REG_THANKS 0.117 0.327 0.022 0.94 0.07 RATWARE_GROUPMAIL 0.036 0.100 0.007 0.94 -3.06 HTTP_NUMBER_WORD 18.067 50.320 3.620 0.93 0.33 CLICK_BELOW 1.349 3.767 0.266 0.93 0.93 HTML_70_90 3.758 10.477 0.748 0.93 0.81 HTML_WITH_BGCOLOR 0.103 0.287 0.020 0.93 1.70 MSG_ID_ADDED_BY_MTA 0.472 1.316 0.094 0.93 1.74 ALL_CAP_PORN 0.127 0.354 0.025 0.93 -0.10 CHECK_OR_MONEY_ORDER 0.177 0.493 0.035 0.93 1.24 NO_PURCHASE 0.327 0.911 0.065 0.93 1.70 MSGID_HAS_NO_AT 0.009 0.026 0.002 0.93 1.00 NEW_CUSTOMER 6.945 19.240 1.438 0.93 -0.10 HTML_50_70 1.383 3.832 0.286 0.93 0.93 X_PRIORITY_HIGH 5.048 0.532 7.071 0.07 -2.77 NOSPAM_INC 3.138 8.679 0.656 0.93 1.28 SUBJ_ALL_CAPS 0.022 0.060 0.004 0.93 1.04 DRASTIC_REDUCED 0.100 0.279 0.021 0.93 -0.28 WINNER 0.042 0.116 0.009 0.93 1.19 NO_STRINGS 3.087 8.501 0.662 0.93 1.85 UPPERCASE_25_50 0.003 0.008 0.001 0.93 1.00 MORE_TRAFFIC 0.030 0.082 0.006 0.93 4.36 NO_FORMS 1.045 2.873 0.226 0.93 1.16 SUSPICIOUS_RECIPS 2.519 6.909 0.552 0.93 0.51 ONLY_COST 3.285 8.989 0.730 0.92 -0.62 HTML_FONT_COLOR_GRAY 0.689 1.884 0.153 0.92 0.87 NO_FEE 0.112 0.308 0.025 0.93 1.69 MASS_EMAIL 0.516 1.408 0.117 0.92 -2.22 FOR_JUST_SOME_AMT 0.685 1.868 0.156 0.92 2.17 CASHCASHCASH 0.151 0.412 0.034 0.92 0.56 DOMAIN_BODY 0.014 0.038 0.003 0.92 2.20 MANY_FROMS 0.532 1.440 0.125 0.92 -1.16 LOW_PRICE 0.141 0.382 0.033 0.92 2.23 FROM_MALFORMED 0.972 0.118 1.354 0.08 -1.79 RESENT_TO 0.104 0.013 0.145 0.08 2.54 MAILER_DAEMON 0.856 2.310 0.205 0.92 2.28 ORDER_NOW 0.175 0.473 0.042 0.92 0.06 BE_AMAZED 0.241 0.650 0.058 0.92 0.78 DIRECT_EMAIL 0.241 0.649 0.059 0.92 1.50 YOU_WON 0.413 1.109 0.101 0.92 1.74 VERY_SUSP_RECIPS 0.922 2.473 0.228 0.92 1.86 HOT_NASTY 2.109 5.644 0.525 0.91 -0.79 LINES_OF_YELLING_3 0.003 0.007 0.001 0.92 1.00 MIME_BOUND_EQS_DASHES 0.003 0.007 0.001 0.92 1.00 MONSTERHUT 0.003 0.007 0.001 0.92 1.00 WEALTH 0.949 2.532 0.240 0.91 -0.28 JAVASCRIPT_UNSAFE 10.579 28.137 2.715 0.91 1.61 FROM_ENDS_IN_NUMS 2.923 7.778 0.749 0.91 0.71 MAILTO_TO_REMOVE 1.596 4.218 0.422 0.91 1.43 EXCUSE_1 8.796 23.112 2.383 0.91 0.80 HTML_FONT_COLOR_BLUE 0.077 0.203 0.021 0.91 0.54 NO_COMBINE 0.170 0.447 0.046 0.91 1.98 UPPERCASE_75_100 0.119 0.312 0.032 0.91 -0.60 PROFITS 3.778 9.875 1.047 0.90 -0.74 LINES_OF_YELLING_2 1.668 4.349 0.467 0.90 2.03 DATE_IN_PAST_12_24 0.053 0.139 0.015 0.90 -0.51 MIME_BOUND_DIGITS_2 0.009 0.001 0.013 0.10 -1.00 MAJORDOMO 4.953 12.823 1.427 0.90 -0.69 HTML_FONT_FACE_ODD 0.435 1.128 0.124 0.90 1.30 RATWARE_EGROUPS 0.155 0.402 0.044 0.90 -1.00 FREE_DVD 0.219 0.033 0.303 0.10 -0.38 HOTMAIL_FOOTER5 0.138 0.357 0.040 0.90 -1.07 GET_PAID 0.223 0.035 0.308 0.10 -1.97 MSN_FOOTER1 0.002 0.006 0.001 0.90 1.00 CHANGE_TERMS 0.533 1.372 0.158 0.90 2.59 DATE_IN_PAST_96_XX 0.326 0.052 0.449 0.10 -1.02 APPROVED_BY 1.963 5.037 0.586 0.90 1.49 DATE_IN_PAST_06_12 0.068 0.174 0.020 0.90 1.46 GETAWAY 0.781 1.998 0.236 0.89 1.22 HTML_FONT_COLOR_NOHASH 0.105 0.269 0.032 0.89 1.10 NO_QS_ASKED 5.149 13.086 1.594 0.89 0.58 WEB_BUGS 0.358 0.907 0.112 0.89 1.83 LARGE_COLLECTION 0.226 0.572 0.070 0.89 0.38 ASKS_BILLING_ADDRESS 3.547 8.948 1.128 0.89 1.42 FORGED_YAHOO_RCVD 0.024 0.060 0.007 0.89 0.08 CANCEL 2.980 7.483 0.964 0.89 0.51 FORGED_HOTMAIL_RCVD 0.522 1.309 0.169 0.89 -1.71 TONER 0.104 0.259 0.034 0.88 2.25 DATE_IN_FUTURE_96_XX 0.074 0.184 0.024 0.88 2.55 WINNING_CAP 8.618 21.375 2.904 0.88 -0.07 SPAM_PHRASE_08_13 4.097 0.767 5.588 0.12 -0.37 X_ACCEPT_LANG 0.011 0.028 0.004 0.88 3.06 LYING_EYES 0.479 1.185 0.163 0.88 1.04 GREAT_OFFER 0.301 0.744 0.103 0.88 1.29 UPPERCASE_50_75 7.774 19.128 2.689 0.88 -0.58 MAILTO_LINK 3.835 9.425 1.331 0.88 0.53 MSG_ID_ADDED_BY_MTA_2 0.336 0.826 0.117 0.88 1.02 DEAR_SOMETHING 8.359 20.405 2.964 0.87 0.26 LINES_OF_YELLING 0.744 1.819 0.263 0.87 0.97 DATE_IN_FUTURE_03_06 0.520 1.271 0.183 0.87 -0.62 TO_EMPTY 0.573 1.400 0.202 0.87 0.04 SAVE_BUCKS 1.121 2.713 0.409 0.87 0.41 PLING_PLING 0.022 0.054 0.008 0.87 4.33 NO_INVESTMENT 0.262 0.632 0.095 0.87 0.63 GIVING_AWAY 0.238 0.049 0.323 0.13 -1.18 HOTMAIL_FOOTER1 0.362 0.875 0.133 0.87 1.13 ALL_CAPS_HEADER 1.801 4.321 0.672 0.87 1.51 DATE_IN_PAST_03_06 0.102 0.244 0.038 0.86 0.81 LARGE_HEX 0.078 0.187 0.029 0.86 1.05 MIME_BOUND_DIGITS_3 0.573 1.368 0.218 0.86 0.61 SALE 0.104 0.248 0.039 0.86 3.77 INVESTMENT 0.190 0.453 0.072 0.86 1.46 NIGERIAN_TRANSACTION_1 0.093 0.223 0.036 0.86 -0.57 WINNER_CAP 1.929 4.583 0.740 0.86 1.04 UNSUB_PAGE 0.627 1.486 0.243 0.86 2.69 DATE_IN_PAST_24_48 1.131 2.678 0.439 0.86 1.70 HTTP_WITH_EMAIL_IN_URL 1.252 2.958 0.488 0.86 1.80 TO_HAS_SPACES 0.123 0.290 0.049 0.86 2.98 INCREASE_SOMETHING 16.625 3.821 22.360 0.15 -2.08 KNOWN_MAILING_LIST 1.368 3.207 0.545 0.85 0.20 HTML_FONT_FACE_BAD 0.348 0.816 0.138 0.85 1.72 MONTH_TRIAL 0.058 0.136 0.023 0.86 -0.14 DOMAIN_SUBJECT 0.224 0.525 0.089 0.85 0.38 SIGN_UP 0.022 0.052 0.009 0.86 2.46 JOIN_MILLIONS 0.878 0.205 1.180 0.15 0.47 SUBJECT_IS_LIST 0.048 0.111 0.020 0.85 3.26 MARKET_SOLUTION 0.003 0.007 0.001 0.85 1.80 EU_EMAIL_OPTOUT 0.040 0.010 0.054 0.15 2.12 HOTMAIL_FOOTER4 0.544 1.246 0.230 0.84 0.65 MEMBER_2 0.016 0.038 0.007 0.85 -1.90 COUPON 0.324 0.737 0.138 0.84 0.44 OFFER_EXPIRE 1.219 2.724 0.545 0.83 2.08 FROM_AND_TO_SAME_1 0.887 1.976 0.399 0.83 0.93 SMTPD_IN_RCVD 0.470 1.038 0.216 0.83 0.29 PLING_QUERY 1.374 3.028 0.634 0.83 1.54 WEIRD_PORT 20.298 44.486 9.465 0.82 -0.33 NO_REAL_NAME 2.373 5.197 1.108 0.82 -0.73 CALL_FREE 1.277 2.799 0.596 0.82 2.14 TO_ADDRESS_EQ_REAL 1.308 2.841 0.622 0.82 1.35 MISSING_HEADERS 0.133 0.287 0.064 0.82 0.56 MEMBER 0.229 0.490 0.112 0.81 2.94 GAPPY_SUBJECT 3.752 7.875 1.905 0.81 1.03 MAILTO_TO_SPAM_ADDR 0.168 0.354 0.085 0.81 1.25 MARKETING 1.970 4.117 1.008 0.80 -1.38 JAVASCRIPT 4.401 1.414 5.739 0.20 -0.91 X_AUTH_WARNING 0.157 0.327 0.081 0.80 2.91 SEARCH_ENGINE_PROMO 0.030 0.063 0.016 0.80 1.30 SHOPPING_SPREE 0.609 1.260 0.318 0.80 -0.38 RELAYING_FRAME 0.014 0.029 0.007 0.80 3.12 NO_REFUND 0.255 0.522 0.135 0.79 1.50 MSGID_CHARS_WEIRD 0.005 0.010 0.002 0.80 0.30 SIGNIFICANT 0.287 0.585 0.153 0.79 1.30 SOCIAL_SEC_NUMBER 0.193 0.393 0.104 0.79 1.06 EXPECT_TO_EARN 0.161 0.057 0.207 0.22 -2.41 FORGOTTEN_PASSWORD 2.368 4.696 1.326 0.78 -0.27 EXCUSE_16 0.608 1.203 0.341 0.78 2.20 HTML_FONT_FACE_CAPS 2.420 0.888 3.106 0.22 1.02 USER_AGENT_MOZILLA_XM 0.068 0.134 0.038 0.78 0.21 DEAR_EMAIL 4.560 8.968 2.585 0.78 0.23 MSG_ID_ADDED_BY_MTA_3 1.301 2.547 0.742 0.77 -0.06 ASCII_FORM_ENTRY 0.002 0.004 0.001 0.77 0.30 CLICK_TO_REMOVE_3 0.393 0.756 0.231 0.77 1.79 US_DOLLARS_4 1.658 3.158 0.986 0.76 1.40 FORGED_RCVD_FOUND 0.007 0.014 0.004 0.76 1.00 SLASH_PRICE 1.307 2.472 0.785 0.76 -0.83 TO_MALFORMED 1.842 3.477 1.109 0.76 2.79 RISK_FREE 1.903 0.770 2.411 0.24 -3.36 SUBJECT_MONTH 0.067 0.127 0.041 0.76 3.80 COMMUNIGATE 0.140 0.262 0.086 0.75 -1.50 RESERVES_RIGHT 0.196 0.363 0.122 0.75 2.02 MSGID_CHARS_SPAM 1.273 2.351 0.790 0.75 -0.21 FREE_QUOTE 0.434 0.801 0.269 0.75 1.78 FROM_AND_TO_SAME_5 0.012 0.022 0.007 0.75 1.64 FREE_HOSTING 1.108 2.029 0.696 0.74 -0.50 US_DOLLARS_2 0.631 1.141 0.403 0.74 1.00 FREE_TRIAL 0.134 0.238 0.087 0.73 -1.42 JAVASCRIPT_URI 0.018 0.008 0.022 0.27 -5.00 LISTBUILDER 4.262 1.986 5.282 0.27 -1.77 EXCHANGE_SERVER 3.410 5.898 2.295 0.72 -0.96 DEAR_SOMEBODY 0.923 0.447 1.137 0.28 0.59 MIME_NULL_BLOCK 0.408 0.695 0.280 0.71 0.72 FROM_AND_TO_SAME_6 2.160 1.099 2.635 0.29 -3.46 SUBJECT_MONTH_2 6.853 11.453 4.793 0.70 -2.20 SUPERLONG_LINE 1.317 2.167 0.937 0.70 -1.06 HTML_COMMENT_UNIQUE_ID 0.927 0.486 1.124 0.30 -1.92 SUBJECT_FREQ 7.454 11.857 5.482 0.68 0.74 SPAM_PHRASE_05_08 1.202 1.911 0.884 0.68 0.05 DISCLAIMER 2.851 4.504 2.111 0.68 0.86 MAY_BE_FORGED 1.018 0.571 1.219 0.32 -0.78 FWD_MSG 4.872 2.897 5.757 0.33 -1.15 USER_AGENT_OUTLOOK 0.514 0.772 0.398 0.66 0.39 SUBJ_MISSING 0.222 0.323 0.177 0.65 1.83 FROM_AND_TO_SAME_2 0.038 0.056 0.031 0.65 -1.32 DONT_DELETE 1.577 2.241 1.279 0.64 0.09 GAPPY_TEXT 0.211 0.299 0.171 0.64 2.48 DATE_IN_PAST_48_96 0.031 0.043 0.025 0.63 0.91 DATE_WARNING 0.162 0.228 0.133 0.63 0.49 GIFT_CERTIFICATE 0.380 0.258 0.434 0.37 -1.99 ORDER_STATUS 1.089 0.746 1.242 0.38 -3.30 SUBJECT_IS_NEWS 0.490 0.338 0.558 0.38 -3.58 SUBJECT_HAS_DATE 0.004 0.003 0.004 0.39 -1.00 TRACK_NUMBER 0.050 0.067 0.043 0.61 1.09 CANT_LIVE_WITHOUT 3.046 3.924 2.653 0.60 0.27 FREE_MONEY 0.047 0.054 0.043 0.56 -0.42 BIG_BUCKS 0.092 0.103 0.087 0.54 -1.41 PLEASE_READ 0.001 0.001 0.001 0.53 2.00 URI_IS_POUND 0.130 0.132 0.128 0.51 1.03 COMMENT 1.666 1.661 1.669 0.50 -0.18 OUTLOOK_FW_MSG 0.118 0.118 0.119 0.50 3.53 MIME_BOUND_DIGITS_5 0.006 0.006 0.006 0.50 1.00 PRICES_WONT_LAST 0.216 0.220 0.215 0.51 -0.10 ACCOUNT_CLICK 0.160 0.164 0.158 0.51 -0.10 BALANCE_FOR_LONG_40K 0.080 0.070 0.085 0.45 -2.12 EXCUSE_17 9.734 8.303 10.375 0.44 0.07 SPAM_PHRASE_03_05 0.763 0.602 0.836 0.42 0.23 SPAM_REDIRECTOR 0.781 1.099 0.639 0.63 -0.10 BALANCE_FOR_LONG_20K 0.026 0.017 0.031 0.35 2.27 FORGED_EBAY_RCVD 0.531 0.320 0.625 0.34 1.17 FROM_MISSING 1.261 1.991 0.934 0.68 -0.30 USER_AGENT_AOL 9.230 14.962 6.663 0.69 -0.30 USER_AGENT_OE 0.012 0.006 0.016 0.26 3.83 OUTLOOK_UNDISC_RECIPS 42.685 18.888 53.343 0.26 0.55 SPAM_PHRASE_00_01 8.571 3.771 10.721 0.26 -0.71 SPAM_PHRASE_02_03 7.207 3.005 9.089 0.25 0.24 TO_BE_REMOVED_REPLY 0.067 0.130 0.039 0.77 -0.30 PRIVACY_STATEMENT 1.924 0.663 2.489 0.21 -3.65 SUSPECT_LIST_HEADERS 2.145 0.731 2.778 0.21 0.07 TO_LOCALPART_EQ_REAL 12.336 3.727 16.193 0.19 -0.09 SPAM_PHRASE_01_02 0.690 1.544 0.308 0.83 -0.30 USER_AGENT_THEBAT 0.002 0.004 0.001 0.87 -1.00 MAILBITS_EMAIL 0.002 0.006 0.001 0.90 -1.00 FROM_US_PHONE 0.000 0.000 0.000 0.00 1.00 RATWARE_UPROAR Rule file versions for which these results apply: (SpamAssassin Version string: 2.40) -rw-r--r-- 1 jm jm 4840 Aug 23 12:20 10_misc.cf -rw-r--r-- 1 jm jm 3085 Aug 29 17:48 20_anti_ratware.cf -rw-r--r-- 1 jm jm 63903 Aug 29 17:55 20_body_tests.cf -rw-r--r-- 1 jm jm 15345 Aug 29 17:48 20_compensate.cf -rw-r--r-- 1 jm jm 30945 Aug 29 17:51 20_head_tests.cf -rw-r--r-- 1 jm jm 1680 Aug 23 12:20 20_meta_tests.cf -rw-r--r-- 1 jm jm 7292 Aug 27 11:03 20_ratware.cf -rwxr-xr-x 1 jm jm 4351 Aug 29 17:53 20_uri_tests.cf -rw-r--r-- 1 jm jm 6422 Aug 28 15:02 25_body_tests_es.cf -rw-r--r-- 1 jm jm 6369 Aug 23 12:20 25_body_tests_pl.cf -rw-r--r-- 1 jm jm 491 Aug 23 12:20 25_head_tests_es.cf -rw-r--r-- 1 jm jm 374 Aug 23 12:20 25_head_tests_pl.cf -rw-r--r-- 1 jm jm 10135 Aug 29 17:54 30_text_de.cf -rw-r--r-- 1 jm jm 6592 Aug 29 17:54 30_text_es.cf -rw-r--r-- 1 jm jm 29308 Aug 29 17:54 30_text_fr.cf -rw-r--r-- 1 jm jm 5420 Aug 29 17:55 30_text_pl.cf -rw-r--r-- 1 jm jm 28714 Jan 19 2002 40_spam_phrases.cf -rw-r--r-- 1 jm jm 38331 Aug 29 18:00 50_scores.cf -rw-r--r-- 1 jm jm 2808 Aug 23 12:20 60_whitelist.cf -rw-rw-r-- 1 jm jm 13020 Aug 29 17:55 70_broken_rules.cf -rw-r--r-- 1 jm jm 506 Aug 27 10:58 70_cvs_rules_under_test.cf -rw-r--r-- 1 jm jm 121 Dec 19 2001 local.cf -rw-r--r-- 1 jm jm 11887 Aug 29 17:48 regression_tests.cf