# Correctly non-spam: 130588  56.17%  (99.85% of non-spam corpus)

# Correctly non-spam: 130571  56.17%  (99.84% of non-spam corpus)

# Correctly spam:      94656  40.72%  (93.08% of spam corpus)

# Correctly spam:      94371  40.59%  (92.80% of spam corpus)

# False positives:       190  0.08%  (0.15% of nonspam,  17316 weighted)

# False positives:       207  0.09%  (0.16% of nonspam,  18703 weighted)

# False negatives:      7041  3.03%  (6.92% of spam,  21438 weighted)

# False negatives:      7326  3.15%  (7.20% of spam,  23325 weighted)

# Average score for spam:  17.8    nonspam: -12.1

# Average score for spam:  17.2    nonspam: -1.3

# Average for false-pos:   5.9  false-neg: 3.0

# Average for false-pos:   5.8  false-neg: 3.2

# Correctly non-spam:  14487  56.09%  (99.70% of non-spam corpus)

# Correctly non-spam:  14511  56.18%  (99.87% of non-spam corpus)

# Correctly spam:      10506  40.68%  (92.98% of spam corpus)

# Correctly spam:       9921  38.41%  (87.80% of spam corpus)

# False positives:        43  0.17%  (0.30% of nonspam,   2086 weighted)

# False positives:        19  0.07%  (0.13% of nonspam,    954 weighted)

# False negatives:       793  3.07%  (7.02% of spam,   2332 weighted)

# False negatives:      1378  5.34%  (12.20% of spam,   4489 weighted)

# TCR: 11.209325  SpamRecall: 92.982%  SpamPrec: 99.592%  FP: 0.17%  FN: 3.07%

# TCR: 7.670740  SpamRecall: 87.804%  SpamPrec: 99.809%  FP: 0.07%  FN: 5.34%

# Correctly non-spam:  80746  46.56%  (99.92% of non-spam corpus)

# Correctly non-spam:  80717  46.54%  (99.88% of non-spam corpus)

# Correctly spam:      88821  51.22%  (95.91% of spam corpus)

# Correctly spam:      88578  51.08%  (95.65% of spam corpus)

# False positives:        64  0.04%  (0.08% of nonspam,   8330 weighted)

# False positives:        93  0.05%  (0.12% of nonspam,  11956 weighted)

# False negatives:      3789  2.18%  (4.09% of spam,  11033 weighted)

# False negatives:      4032  2.32%  (4.35% of spam,  12551 weighted)

# Average score for spam:  20.9    nonspam: -13.4

# Average score for spam:  20.3    nonspam: -1.4

# Average for false-pos:   5.7  false-neg: 2.9

# Average for false-pos:   5.6  false-neg: 3.1

# Correctly non-spam:   8953  46.47%  (99.72% of non-spam corpus)

# Correctly non-spam:   8958  46.49%  (99.78% of non-spam corpus)

# Correctly spam:       9859  51.17%  (95.82% of spam corpus)

# Correctly spam:       9664  50.16%  (93.93% of spam corpus)

# False positives:        25  0.13%  (0.28% of nonspam,   1944 weighted)

# False positives:        20  0.10%  (0.22% of nonspam,   1460 weighted)

# False negatives:       430  2.23%  (4.18% of spam,   1293 weighted)

# False negatives:       625  3.24%  (6.07% of spam,   1964 weighted)

# TCR: 18.538739  SpamRecall: 95.821%  SpamPrec: 99.747%  FP: 0.13%  FN: 2.23%

# TCR: 14.191724  SpamRecall: 93.926%  SpamPrec: 99.793%  FP: 0.10%  FN: 3.24%

# Correctly non-spam: 173739  72.62%  (99.90% of non-spam corpus)

# Correctly non-spam: 173720  72.62%  (99.89% of non-spam corpus)

# Correctly spam:      62239  26.02%  (95.30% of spam corpus)

# Correctly spam:      62180  25.99%  (95.21% of spam corpus)

# False positives:       181  0.08%  (0.10% of nonspam,   8202 weighted)

# False positives:       200  0.08%  (0.11% of nonspam,   8992 weighted)

# False negatives:      3069  1.28%  (4.70% of spam,   9736 weighted)

# False negatives:      3128  1.31%  (4.79% of spam,  10310 weighted)

# Average score for spam:  19.7    nonspam: -12.9

# Average score for spam:  19.6    nonspam: -4.5

# Average for false-pos:   6.0  false-neg: 3.2

# Average for false-pos:   6.0  false-neg: 3.3

# Correctly non-spam:  19292  72.58%  (99.83% of non-spam corpus)

# Correctly non-spam:  19305  72.63%  (99.90% of non-spam corpus)

# Correctly spam:       6911  26.00%  (95.25% of spam corpus)

# Correctly spam:       6814  25.64%  (93.91% of spam corpus)

# False positives:        32  0.12%  (0.17% of nonspam,    771 weighted)

# False positives:        19  0.07%  (0.10% of nonspam,    466 weighted)

# False negatives:       345  1.30%  (4.75% of spam,   1025 weighted)

# False negatives:       442  1.66%  (6.09% of spam,   1393 weighted)

# TCR: 14.368317  SpamRecall: 95.245%  SpamPrec: 99.539%  FP: 0.12%  FN: 1.30%

# TCR: 13.512104  SpamRecall: 93.908%  SpamPrec: 99.722%  FP: 0.07%  FN: 1.66%

# Correctly non-spam:  75070  56.87%  (99.93% of non-spam corpus)

# Correctly non-spam:  75056  56.86%  (99.92% of non-spam corpus)

# Correctly spam:      54780  41.50%  (96.30% of spam corpus)

# Correctly spam:      54613  41.37%  (96.01% of spam corpus)

# False positives:        49  0.04%  (0.07% of nonspam,   4417 weighted)

# False positives:        63  0.05%  (0.08% of nonspam,   5532 weighted)

# False negatives:      2103  1.59%  (3.70% of spam,   6691 weighted)

# False negatives:      2270  1.72%  (3.99% of spam,   7823 weighted)

# Average score for spam:  21.1    nonspam: -17.1

# Average score for spam:  20.6    nonspam: -4.7

# Average for false-pos:   6.0  false-neg: 3.2

# Average for false-pos:   5.8  false-neg: 3.4

# Correctly non-spam:   8329  56.79%  (99.80% of non-spam corpus)

# Correctly non-spam:   8337  56.85%  (99.89% of non-spam corpus)

# Correctly spam:       6077  41.44%  (96.16% of spam corpus)

# Correctly spam:       6008  40.97%  (95.06% of spam corpus)

# False positives:        17  0.12%  (0.20% of nonspam,    746 weighted)

# False positives:         9  0.06%  (0.11% of nonspam,    444 weighted)

# False negatives:       243  1.66%  (3.84% of spam,    740 weighted)

# False negatives:       312  2.13%  (4.94% of spam,   1036 weighted)

# TCR: 19.268293  SpamRecall: 96.155%  SpamPrec: 99.721%  FP: 0.12%  FN: 1.66%

# TCR: 17.703081  SpamRecall: 95.063%  SpamPrec: 99.850%  FP: 0.06%  FN: 2.13%

score ACCEPT_CREDIT_CARDS 0.747 1.500 2.184 1.189

score ACCEPT_CREDIT_CARDS 0.970 1.540 2.070 0.894

score ACT_NOW_CAPS 0.922 1.171 0.347 1.578

score ACT_NOW_CAPS 0.786 1.035 0.083 1.729

score ADDRESSES_ON_CD 2.900 2.900 2.375 1.972

score ADDRESSES_ON_CD 2.900 2.900 0.930 2.581

score ADDR_FREE 2.051 1.759 2.696 0.836

score ADDR_FREE 2.045 1.634 2.458 0.844

score ADDR_NUMS_AT_BIGSITE 0.580 0.449 1.971 1.094

score ADDR_NUMS_AT_BIGSITE 0.659 0.555 1.962 2.051

score ADULT_SITE 0.871 1.298 0.640 0.876

score ADULT_SITE 0.616 0.615 0.463 0.804

score ADVERT_CODE 1.101 1.981 4.300 1.115

score ADVERT_CODE 1.101 1.705 4.300 1.101

score ADVERT_CODE2 2.144 2.453 1.101 1.410

score ADVERT_CODE2 2.104 2.477 1.558 0.930

score ALL_CAP_PORN 0.476 0.000 1.351 0.359

score ALL_CAP_PORN 0.398 0.0 0.775 0.260

score ALL_NATURAL 3.040 1.804 2.796 1.950

score ALL_NATURAL 2.051 1.226 2.796 2.075

score AMATEUR_PORN 1.110 2.748 1.654 0.142

score AMATEUR_PORN 1.547 2.799 1.679 1.305

score AMAZING_STUFF 0.244 1.829 0.700 1.718

score AMAZING_STUFF 0.450 1.201 0.822 0.701

score ANTISPAM_BILL 0 0.751 0 1.307

score ANTISPAM_BILL 0.0 0.632 0.0 0.671

score AOL_USERS_LINK 1.410 1.121 0.680 1.855

score AOL_USERS_LINK 1.416 0.884 1.015 2.271

score APPLY_FREE 2.166 0.554 2.697 0.413

score APPLY_FREE 1.819 1.490 1.921 1.677

score APPLY_ONLINE 0.896 0.040 0.282 2.696

score APPLY_ONLINE 0.723 0.683 0.060 2.699

score APPROVED_BY -1.434 -0.534 -0.344 -0.275

score APPROVED_BY -0.398 -0.157 -0.182 -0.147

score ASCII_FORM_ENTRY 0 0.972 0 0.839

score ASCII_FORM_ENTRY 0.0 1.070 0.0 0.834

score ASKS_BILLING_ADDRESS 0.242 0.468 0 0

score ASKS_BILLING_ADDRESS 0.041 0.0 0.014 0.0

score AS_SEEN_ON 1.988 2.081 1.101 3.272

score AS_SEEN_ON 1.948 1.928 1.144 3.025

score BAD_CREDIT 0.787 0.716 0.535 0.491

score BAD_CREDIT 0.730 0.406 0.462 0.593

score BANG_BOSS 2.134 1.667 2.393 1.131

score BANG_BOSS 0.710 0.0 1.887 0.407

score BANG_EXERCISE 2.268 2.214 2.234 2.721

score BANG_EXERCISE 3.070 2.539 2.339 3.150

score BANG_GUARANTEE 0.702 0.500 0.500 0

score BANG_GUARANTEE 0.674 0.501 0.501 0.0

score BANG_MONEY 0.636 0.747 1.402 2.186

score BANG_MONEY 0.524 0.741 1.102 1.722

score BANG_MORE 0.806 0.455 0.227 0

score BANG_MORE 0.816 0.674 0.122 0.0

score BANG_QUOTE 2.456 2.512 1.455 1.364

score BANG_QUOTE 2.567 2.285 2.357 2.625

score BANKRUPTCY 1.515 1.697 0.551 2.643

score BANKRUPTCY 1.390 0.504 1.337 1.444

score BARELY_LEGAL 0 0.222 0.668 0.848

score BARELY_LEGAL 0.026 1.473 0.904 1.203

score BARGAIN_URL 1.260 2.247 2.005 1.209

score BARGAIN_URL 1.026 0.700 2.434 1.187

score BASE64_ENC_TEXT 2.685 1.735 1.857 1.738

score BASE64_ENC_TEXT 2.354 1.643 1.544 1.768

score BEEN_TURNED_DOWN 1.285 2.260 1.244 0.766

score BEEN_TURNED_DOWN 1.258 1.388 1.736 0.465

score BEST_PORN 0

score BEST_PORN 0.0

score BE_AMAZED 0 0 0 0.369

score BE_AMAZED 0.0 0.281 0.124 0.027

score BILLION_DOLLARS 1.225 2.900 0.335 1.590

score BILLION_DOLLARS 1.490 2.900 0.0 0.0

score BILL_1618 2.814 2.427 1.893 2.183

score BILL_1618 2.043 2.225 1.641 1.437

score BTAMAIL_URL 2.182 2.116 2.636 4.299

score BTAMAIL_URL 1.399 1.675 2.283 1.593

score BUGGY_CGI 2.796 2.896 2.797 2.796

score BUGGY_CGI 2.896 2.899 2.896 2.796

score BULK_EMAIL 2.073 2.070 2.011 2.350

score BUGZILLA_BUG -1.401 -1.401 -1.690 -1.401

score BUY_DIRECT 1.003 0.829 1.008 0.370

score BULK_EMAIL 1.372 1.621 1.371 1.838

score CALL_FREE 0

score BUY_DIRECT 0.708 0.224 0.218 0.634

score CALL_NOW 1.799 0.700 1.011 1.070

score CALL_FREE 0.0

score CANNOT_BE_SPAM 1.541 1.533 1.541 1.541

score CALL_NOW 1.596 1.517 0.905 1.069

score CASHCASHCASH 0 0.029 0 0.042

score CANNOT_BE_SPAM 1.654 1.394 1.374 1.679

score CASH_BONUS 0.463 0.964 0.588 1.247

score CASHCASHCASH 0.0

score CBYI 2.796 2.796 2.900 1.619

score CASH_BONUS 0.146 0.844 1.301 1.131

score CELEBRITY_PORN 0.162 0.152 0.896 0.882

score CBYI 2.796 2.799 2.900 0.305

score CELL_PHONE_BOOST 1.934 2.258 2.425 0.621

score CELEBRITY_PORN 0.0 0.258 1.653 0.018

score CLICK_BELOW 0.227 0.100 0.100 0

score CELL_PHONE_BOOST 1.927 2.099 1.927 0.619

score CLICK_BELOW_CAPS 0.500 0.500 0.100 0.500

score CLICK_BELOW 0.489 0.101 0.100 0.0

score CLICK_TO_REMOVE_1 1.101 1.101 1.101 1.885

score CLICK_BELOW_CAPS 0.639 0.500 0.100 0.500

score CLICK_TO_REMOVE_2 0.802 0.140 0.909 0.133

score CLICK_TO_REMOVE_1 1.100 1.101 1.100 1.962

score COMMUNIGATE 1.759 1.237 2.271 0.967

score CLICK_TO_REMOVE_2 0.700 0.626 0.717 0.0

score COMPARE_RATES 2.059 1.882 2.413 0.767

score COMMUNIGATE 1.709 2.291 2.618 1.447

score COMPETE 2.896 2.899 2.436 2.791

score COMPARE_RATES 1.890 2.750 2.535 0.327

score COMPLETELY_FREE 0.949 1.101 0.500 1.101

score COMPETE 2.896 2.899 2.345 2.473

score CONGRATULATIONS 0

score COMPLETELY_FREE 0.771 1.101 0.500 1.101

score CONSOLIDATE_DEBT 1.453 4.300 1.721 1.101

score CONGRATULATIONS 0.0

score CREDIT_CARD 0.392 1.407 0.726 1.173

score CONSOLIDATE_DEBT 1.247 4.300 1.283 1.101

score CRON_ENV -6.400 -6.300 -5.701 -5.701

score CREDIT_CARD 0.447 0.950 0.862 1.129

score DAILY_PL 1.255 2.938 2.900 2.472

score CRON_ENV -0.380 -0.388 -0.270 -0.341

score DAILY_PXE 2.093 1.574 4.300 2.121

score DAILY_PL 1.101 1.622 2.900 1.221

score DATE_IN_FUTURE_03_06 2.370 0.870 1.525 1.519

score DAILY_PXE 2.029 2.440 4.300 2.773

score DATE_IN_FUTURE_06_12 1.522 1.015 1.060 1.249

score DATE_IN_FUTURE_03_06 2.504 0.928 1.644 1.378

score DATE_IN_FUTURE_12_24 1.635 2.796 0.500 0.902

score DATE_IN_FUTURE_06_12 1.534 1.344 1.457 1.114

score DATE_IN_FUTURE_48_96 2.197 2.197 1.599 1.305

score DATE_IN_FUTURE_12_24 1.869 2.799 0.500 0.718

score DATE_IN_FUTURE_96_XX 1.597 0 1.897 0

score DATE_IN_FUTURE_48_96 2.297 2.199 0.0 2.429

score DATE_IN_PAST_03_06 0.270 0.271 0.364 0.348

score DATE_IN_FUTURE_96_XX 1.691 0.0 2.098 0.0

score DATE_IN_PAST_06_12 0.728 0.474 0.313 0.141

score DATE_IN_PAST_03_06 0.271 0.294 0.494 0.267

score DATE_IN_PAST_12_24 0 0.209 0.120 0.123

score DATE_IN_PAST_06_12 0.759 0.755 0.415 0.059

score DATE_IN_PAST_24_48 0 0 0 0.010

score DATE_IN_PAST_12_24 0.0 0.126 0.094 0.0

score DATE_IN_PAST_96_XX 1.270 1.966 2.108 0.830

score DATE_IN_PAST_24_48 0.0 0.0 0.069 0.0

score DATE_MISSING 1.370 0.982 0.712 0.262

score DATE_IN_PAST_96_XX 1.235 1.634 2.111 0.561

score DEAR_FRIEND 0.347 0 0 0

score DATE_MISSING 1.472 1.080 1.033 0.354

score DEAR_SOMETHING 2.596 2.596 1.806 1.803

score DEAR_FRIEND 0.484 0.0 0.0 0.0

score DIET 0 0 0.042 0

score DEAR_SOMETHING 2.596 2.599 1.769 1.864

score DIRECT_EMAIL 0 0.046 0 0

score DEBIAN_BTS_BUG -1.401 -1.401 0.0 -2.710

score DISCLAIMER_LEGALESE 0 0 -2.601 0

score DIET 0.0 0.0 0.025 0.0

score DISGUISE_PORN 1.683 1.961 1.798 2.283

score DIRECT_EMAIL 0.0 0.693 0.0 0.0

score DOMAIN_4U2 1.675 0 1.746 0.831

score DISCLAIMER_LEGALESE 0.0 0.0 -0.033 0.0

score DOMAIN_BODY 0

score DISGUISE_PORN 1.727 1.663 1.727 2.464

score DOMAIN_SUBJECT 0

score DOMAIN_4U2 1.470 0.0 0.835 0.745

score DONT_DELETE 0.696 0.288 0.776 0

score DOMAIN_BODY 0.0

score DO_IT_TODAY 0 0 0.386 0.523

score DOMAIN_SUBJECT 0.0

score DRASTIC_REDUCED 1.168 1.545 1.418 2.459

score DONT_DELETE 0.571 0.071 0.351 0.0

score EARN_MONEY 0.967 1.228 0.960 0.744

score DO_IT_TODAY 0.0 0.0 0.046 0.457

score EARN_PER_WEEK 0

score DRASTIC_REDUCED 2.199 1.011 1.760 2.398

score EXCUSE_1 0.110 0.137 0 0.816

score EARN_MONEY 0.950 1.018 0.379 0.949

score EXCUSE_10 0.435 0 0 0

score EARN_PER_WEEK 0.0

score EXCUSE_11 1.681 1.666 1.079 1.255

score EMAIL_ATTRIBUTION -0.498 -0.499 -0.462 -0.498

score EXCUSE_12 2.238 2.218 1.101 2.511

score EXCUSE_1 0.114 0.705 0.0 0.728

score EXCUSE_13 0.500 0.500 0.501 0

score EXCUSE_10 0.069 0.0 0.0 0.0

score EXCUSE_14 0.046 0.100 0 0.016

score EXCUSE_11 1.514 1.528 1.131 1.086

score EXCUSE_15 1.706 1.814 1.157 1.407

score EXCUSE_12 1.878 2.349 1.101 1.751

score EXCUSE_16 0

score EXCUSE_13 0.501 0.501 0.501 0.0

score EXCUSE_19 1.637 0.891 1.101 0.500

score EXCUSE_14 0.191 0.100 0.0 0.0

score EXCUSE_21 2.408 1.532 4.300 2.355

score EXCUSE_15 1.554 1.428 0.500 1.488

score EXCUSE_3 0.100 0.100 0.100 0.083

score EXCUSE_16 0.0

score EXCUSE_4 2.896 2.042 2.900 2.896

score EXCUSE_19 1.347 0.622 1.101 0.500

score EXCUSE_6 0.999 2.297 1.909 1.749

score EXCUSE_21 2.421 2.813 4.300 2.884

score EXCUSE_7 0

score EXCUSE_3 0.100 0.100 0.100 0.157

score EXCUSE_REMOVE 2.219 2.678 2.603 2.211

score EXCUSE_4 2.896 2.676 2.900 2.896

score EXTRA_CASH 1.254 2.150 0.790 1.062

score EXCUSE_6 0.811 2.113 2.013 1.284

score EXTRA_MPART_TYPE 0.418 0.506 0.678 0.837

score EXCUSE_7 0.0

score FAILURE_NOTICE_1 0 -0.018 0 0

score EXCUSE_REMOVE 2.213 2.389 2.446 2.236

score FAILURE_NOTICE_2 0 -1.559 0 0

score EXTRA_CASH 1.184 2.699 0.840 0.883

score FANTASTIC 0

score EXTRA_MPART_TYPE 0.484 0.044 1.135 0.658

score FIND_ANYTHING 0.330 0.679 0.831 0.686

score FAILURE_NOTICE_1 0.0 -0.299 0.0 0.0

score FORGED_EUDORAMAIL_RCVD 2.796 1.836 2.796 2.429

score FAILURE_NOTICE_2 0.0 -0.399 0.0 0.0

score FORGED_HOTMAIL_RCVD 2.384 1.101 1.101 1.101

score FANTASTIC 0.0

score FORGED_JUNO_RCVD 2.696 2.796 2.696 2.796

score FIND_ANYTHING 0.330 0.409 0.174 0.330

score FORGED_MUA_AOL 4.300 3.777 4.300 2.597

score FORGED_EUDORAMAIL_RCVD 2.896 2.617 2.896 2.616

score FORGED_MUA_EUDORA 2.796 2.187 3.385 1.158

score FORGED_HOTMAIL_RCVD 2.335 1.101 1.184 1.101

score FORGED_MUA_IMS 4.295 2.796 4.195 2.796

score FORGED_JUNO_RCVD 2.696 2.799 2.796 2.796

score FORGED_MUA_MOZILLA 2.596 2.497 2.596 2.497

score FORGED_MUA_AOL 4.300 2.648 4.300 3.912

score FORGED_MUA_OIMO 4.295 2.796 4.196 2.796

score FORGED_MUA_EUDORA 2.796 2.796 2.540 2.374

score FORGED_MUA_OUTLOOK 3.871 3.257 3.894 2.099

score FORGED_MUA_IMS 4.280 2.799 4.295 2.796

score FORGED_MUA_THEBAT 4.268 3.797 4.295 4.299

score FORGED_MUA_MOZILLA 2.596 2.499 2.696 2.497

score FORGED_RCVD_TRAIL 1.443 1.840 1.678 2.243

score FORGED_MUA_OIMO 4.295 2.799 4.295 2.796

score FORGED_YAHOO_RCVD 2.580 2.318 2.696 2.696

score FORGED_MUA_OUTLOOK 3.717 3.476 3.850 2.173

score FORGOTTEN_PASSWORD -0.620 -0.981 -0.217 -0.563

score FORGED_MUA_THEBAT 4.295 3.486 4.295 4.299

score FORWARD_LOOKING 2.796 2.900 2.799 2.057

score FORGED_RCVD_TRAIL 1.425 1.309 2.049 1.979

score FOR_FREE 0.625 0.545 0.592 0.455

score FORGED_YAHOO_RCVD 2.401 2.293 2.676 2.696

score FOR_INSTANT_ACCESS 0 0 0 0.186

score FORGOTTEN_PASSWORD -0.170 -0.399 -0.095 -0.143

score FOR_JUST_SOME_AMT 0.152 0.164 0 0

score FORWARD_LOOKING 2.796 2.900 2.899 1.419

score FREE_ACCESS 0.161 0 0.168 0.010

score FOR_FREE 0.515 0.573 0.390 0.366

score FREE_CONSULTATION 2.900 2.899 2.900 2.099

score FOR_INSTANT_ACCESS 0.0 0.0 0.0 0.976

score FREE_DVD 0

score FOR_JUST_SOME_AMT 0.0 0.0 0.0 0.181

score FREE_INVESTMENT 1.747 1.514 1.137 1.848

score FREE_ACCESS 0.0 0.0 0.516 0.0

score FREE_LEADS 2.900 2.900 1.782 1.495

score FREE_CONSULTATION 2.900 2.482 2.900 2.898

score FREE_MEMBERSHIP 0.700 0.700 0.892 0.314

score FREE_DVD 0.0

score FREE_PASSWORD 1.013 1.518 1.842 0.923

score FREE_INVESTMENT 1.630 1.465 1.625 0.585

score FREE_PORN 2.974 4.295 2.734 4.296

score FREE_LEADS 2.900 2.900 1.828 1.945

score FREE_PREVIEW 0.638 0.724 2.796 2.661

score FREE_MEMBERSHIP 0.701 0.700 0.758 0.105

score FREE_QUOTE 1.197 1.147 1.101 1.101

score FREE_PASSWORD 1.846 1.457 1.932 1.846

score FREE_SAMPLE 0 0 0.307 0

score FREE_PORN 1.101 4.299 1.163 2.656

score FREE_TRIAL 0 0 0 0.350

score FREE_PREVIEW 0.300 0.220 1.643 2.724

score FREE_WEBSITE 2.297 2.499 1.893 2.599

score FREE_QUOTE 1.316 1.657 1.101 1.101

score FRIEND_AT_PUBLIC 2.900 2.900 2.796 1.963

score FREE_SAMPLE 0.0

score FROM_ALL_NUMS 0.158 0.616 0.523 0.153

score FREE_TRIAL 0.0 0.0 0.0 0.017

score FROM_AND_TO_SAME 1.997 2.896 2.097 2.451

score FREE_WEBSITE 0.930 2.334 1.841 2.316

score FROM_EGROUPS -0.614 -3.100 -0.600 -0.600

score FRIEND_AT_PUBLIC 2.900 2.900 2.796 1.965

score FROM_ENDS_IN_NUMS 0.611 0.719 0.580 0.675

score FROM_ALL_NUMS 0.153 0.264 0.456 0.074

score FROM_HAS_MIXED_NUMS 0 0 0.339 0

score FROM_AND_TO_SAME 2.097 1.826 2.197 1.464

score FROM_HAS_MIXED_NUMS2 1.101 1.699 1.101 2.178

score FROM_EGROUPS -0.498 -0.499 0.0 -0.306

score FROM_HAS_UNDERLINE_NUMS 0 0.624 0 0.693

score FROM_ENDS_IN_NUMS 0.609 0.745 0.608 0.641

score FROM_NO_LOWER 2.246 2.197 1.009 1.795

score FROM_HAS_MIXED_NUMS 0.0 0.0 0.508 0.062

score FROM_NO_USER 1.576 1.044 2.796 2.731

score FROM_HAS_MIXED_NUMS2 1.396 1.313 1.101 1.443

score FROM_OFFERS 4.300 4.295 4.300 4.295

score FROM_HAS_UNDERLINE_NUMS 0.0 0.0 0.0 0.498

score FROM_STARTS_WITH_NUMS 0.078 0 0.073 0.068

score FROM_NO_LOWER 1.870 2.199 0.482 1.609

score FROM_WEBMAIL_ENDS_IN_NUMS6 1.426 1.760 0.425 0.099

score FROM_NO_USER 1.773 0.928 2.796 2.587

score FRONTPAGE 0.500 0.919 0.501 1.589

score FROM_OFFERS 4.300 4.299 4.300 4.299

score FULL_REFUND 0.782 1.473 0.572 0.659

score FROM_STARTS_WITH_NUMS 0.499 0.0 0.0 0.0

score FWD_MSG 0 -0.145 0 0

score FROM_WEBMAIL_ENDS_IN_NUMS6 0.905 1.496 0.950 0.286

score GAPPY_SUBJECT 0.919 0.381 0.711 1.391

score FRONTPAGE 0.501 0.691 0.500 1.856

score GET_IT_NOW 0 1.117 0 0.126

score FULL_REFUND 0.518 1.011 0.600 0.228

score GET_PAID 2.796 2.796 2.797 2.796

score FWD_MSG 0.0 -0.299 0.0 0.0

score GREAT_OFFER 0

score GAPPY_SUBJECT 0.815 0.192 0.425 1.545

score GROUPS_YAHOO_1 -5.801

score GENUINE_EBAY_RCVD -1.615 -1.593 -1.401 -0.624

score GUARANTEE 1.226 1.694 1.051 0.522

score GET_IT_NOW 0.0 1.116 0.0 0.277

score GUARANTEED_100_PERCENT 1.101 0.500 1.101 0.759

score GET_PAID 2.796 2.799 2.896 2.796

score GUARANTEED_STUFF 0 0.431 0.348 1.432

score GREAT_OFFER 0.0

score HAIR_LOSS 2.796 2.796 2.796 4.295

score GROUPS_YAHOO_1 -0.498 -0.499 -0.498 -0.497

score HARDCORE_PORN 2.900 1.880 2.796 2.780

score GUARANTEE 1.123 1.785 1.301 0.619

score HAS_ORGANIZATION 0

score GUARANTEED_100_PERCENT 1.101 0.500 1.100 0.952

score HEADER_8BITS 4.400 1.153 4.300 2.129

score GUARANTEED_STUFF 0.0 0.014 1.027 1.029

score HERBAL_VIAGRA 1.979 1.069 1.087 1.486

score HAIR_LOSS 2.796 2.799 2.796 3.565

score HGH 1.012 2.759 1.332 1.648

score HARDCORE_PORN 2.900 2.799 2.796 2.796

score HIDDEN_CHARGES 0.272 1.459 0 0

score HAS_ORGANIZATION 0.0

score HIDE_WIN_STATUS 2.801 2.172 2.799 2.644

score HEADER_8BITS 4.400 1.179 4.300 1.889

score HOME_EMPLOYMENT 1.652 1.497 1.798 1.500

score HERBAL_VIAGRA 1.435 0.308 1.861 1.597

score HOTMAIL_FOOTER1 0 0 0 -1.401

score HGH 0.500 1.206 1.101 1.102

score HOTMAIL_FOOTER4 -2.900 -2.900 0 0

score HIDDEN_CHARGES 0.0 1.817 0.0 0.0

score HOTMAIL_FOOTER5 -0.122 0 0 0

score HIDE_WIN_STATUS 2.899 2.597 1.656 2.849

score HOT_NASTY 0.447 0.283 1.182 0.844

score HOME_EMPLOYMENT 1.601 1.557 1.600 1.652

score HTML_10_20 0.996 1.030 1.303 1.036

score HOTMAIL_FOOTER1 0.0 0.0 -0.231 -0.044

score HTML_20_30 1.287 1.104 1.293 1.571

score HOTMAIL_FOOTER4 0.0 -0.164 0.0 0.0

score HTML_30_40 0.708 0.834 0.344 0.658

score HOTMAIL_FOOTER5 -0.207 0.0 0.0 0.0

score HTML_40_50 1.058 0.747 0.814 0.428

score HOT_NASTY 0.513 0.0 1.148 0.507

score HTML_50_60 0.551 0.212 0.532 0.100

score HTML_10_20 1.110 1.365 1.257 1.209

score HTML_60_70 0.518 0.121 0.100 0.100

score HTML_20_30 1.282 1.158 1.281 1.470

score HTML_70_80 0.682 0.379 0.310 0.254

score HTML_30_40 0.617 0.886 0.319 0.629

score HTML_80_90 0.406 0.483 0.163 0.166

score HTML_40_50 1.057 1.061 0.748 0.744

score HTML_90_100 0.500 0 0 0

score HTML_50_60 0.549 0.547 0.545 0.100

score HTML_COMMENT_EGP 0

score HTML_60_70 0.527 0.100 0.100 0.100

score HTML_COMMENT_EMAIL 0

score HTML_70_80 0.584 0.514 0.405 0.332

score HTML_COMMENT_SAVED_URL 1.417 1.603 1.219 0.500

score HTML_80_90 0.491 0.543 0.469 0.498

score HTML_EMBEDS 0.030 0 0 0.296

score HTML_90_100 0.501 0.0 0.0 0.0

score HTML_EVENT 0

score HTML_COMMENT_EGP -0.055 -0.264 0.0 0.0

score HTML_EVENT_UNSAFE 0 0 0.881 0

score HTML_COMMENT_EMAIL 0.0

score HTML_FONT_BIG 0.294 0.136 0.262 0.293

score HTML_COMMENT_SAVED_URL 1.390 1.487 1.151 0.500

score HTML_FONT_BIG_B 0.500 0.500 0.514 0

score HTML_EMBEDS 0.180 0.0 0.0 0.284

score HTML_EVENT 0.0

score HTML_EVENT_UNSAFE 0.0 0.0 0.257 0.211

score HTML_FONT_BIG 0.218 0.270 0.394 0.217

score HTML_FONT_BIG_B 0.501 0.501 0.608 0.0

score HTML_FONT_COLOR_CYAN 0

score HTML_FONT_COLOR_CYAN 0.0

score HTML_FONT_COLOR_GREEN 0.718 0.703 1.008 0.815

score HTML_FONT_COLOR_GREEN 0.708 0.786 0.878 0.217

score HTML_FONT_COLOR_MAGENTA 0 0 0.604 0

score HTML_FONT_COLOR_MAGENTA 0.0 0.0 0.595 0.0

score HTML_FONT_COLOR_NAME 0.676 0.249 0.616 0

score HTML_FONT_COLOR_NAME 0.442 0.0 0.204 0.0

score HTML_FONT_COLOR_NOHASH 0

score HTML_FONT_COLOR_NOHASH 0.0

score HTML_FONT_COLOR_UNKNOWN 0.222 0.104 0 0

score HTML_FONT_COLOR_UNKNOWN 0.302 0.613 0.0 0.0

score HTML_FONT_COLOR_YELLOW 0

score HTML_FONT_COLOR_YELLOW 0.0

score HTML_FONT_FACE_BAD 0 0.708 0 0.487

score HTML_FONT_FACE_BAD 0.0 0.425 0.0 0.644

score HTML_FONT_FACE_CAPS 0

score HTML_FONT_FACE_CAPS 0.0

score HTML_FONT_FACE_ODD 0.118 0.211 0.023 0.571

score HTML_FONT_FACE_ODD 0.085 0.293 0.0 0.315

score HTML_FONT_INVISIBLE 0 0 0.149 0

score HTML_FONT_INVISIBLE 0.0 0.0 0.214 0.0

score HTML_IMAGE_AREA_04 0 0.300 0.103 0

score HTML_IMAGE_AREA_04 0.0

score HTML_IMAGE_AREA_05 0 0.776 0 0.733

score HTML_IMAGE_AREA_05 0.046 0.319 0.0 0.495

score HTML_IMAGE_AREA_06 0

score HTML_IMAGE_AREA_06 0.0

score HTML_IMAGE_AREA_07 0.614 0.810 0 0.024

score HTML_IMAGE_AREA_07 0.492 0.988 0.0 0.0

score HTML_IMAGE_ONLY_02 1.978 1.920 1.660 1.482

score HTML_IMAGE_ONLY_02 2.003 1.936 1.587 1.440

score HTML_IMAGE_ONLY_04 2.087 1.920 1.735 1.846

score HTML_IMAGE_ONLY_04 1.984 1.957 1.519 1.411

score HTML_IMAGE_ONLY_06 1.228 1.072 1.433 0.610

score HTML_IMAGE_ONLY_06 1.296 1.111 1.464 0.586

score HTML_IMAGE_ONLY_08 0.984 0.908 0.090 0

score HTML_IMAGE_ONLY_08 1.065 0.743 0.0 0.0

score HTML_IMAGE_ONLY_10 0.843 0.708 0.354 0.504

score HTML_IMAGE_ONLY_10 0.738 0.502 0.392 0.330

score HTML_IMAGE_ONLY_12 0.187 0.125 0.254 0

score HTML_IMAGE_ONLY_12 0.144 0.282 0.507 0.0

score HTML_IMAGE_RATIO_04 0.882 0.907 0.719 0.540

score HTML_IMAGE_RATIO_04 0.597 0.890 0.390 0.273

score HTML_IMAGE_RATIO_06 0.919 0 0.121 0.812

score HTML_IMAGE_RATIO_06 0.769 0.019 0.271 0.227

score HTML_IMAGE_RATIO_08 0.798 0.278 0.424 0.816

score HTML_IMAGE_RATIO_08 0.525 0.339 0.283 0.885

score HTML_IMAGE_RATIO_10 0.251 0.222 0 0

score HTML_IMAGE_RATIO_10 0.141 0.092 0.0 0.0

score HTML_IMAGE_RATIO_12 0.158 0.321 0 0

score HTML_IMAGE_RATIO_12 0.160 0.664 0.0 0.699

score HTML_IMAGE_RATIO_14 0 0.054 0 0

score HTML_IMAGE_RATIO_14 0.0

score HTML_JAVASCRIPT 0 0 0 0.354

score HTML_JAVASCRIPT 0.0 0.0 0.0 0.230

score HTML_RELAYING_FRAME 0.707 0.475 0.371 0

score HTML_RELAYING_FRAME 1.008 0.272 0.071 0.0

score HTML_SHOUTING3 0.187 0.770 0.058 0

score HTML_SHOUTING3 0.108 0.333 0.0 0.062

score HTML_SHOUTING4 0.500 0.504 0.530 0.761

score HTML_SHOUTING4 0.501 0.501 0.500 0.519

score HTML_SHOUTING5 0.948 0.012 0 0.528

score HTML_SHOUTING5 0.444 0.0 0.0 0.011

score HTML_SHOUTING9 0.644 2.696 0.130 2.674

score HTML_SHOUTING9 0.753 2.394 0.0 2.899

score HTML_TAG_BALANCE_A 0

score HTML_TAG_BALANCE_A 0.0

score HTML_TAG_BALANCE_BODY 0.468 0.637 0.568 0

score HTML_TAG_BALANCE_BODY 0.390 0.182 0.175 0.0

score HTML_TAG_BALANCE_FONT 0

score HTML_TAG_BALANCE_FONT 0.0

score HTML_TAG_BALANCE_HEAD 0

score HTML_TAG_BALANCE_HEAD 0.0

score HTML_TAG_BALANCE_HTML 0.278 0 0.012 0

score HTML_TAG_BALANCE_HTML 0.248 0.0 0.265 0.0

score HTML_TAG_BALANCE_TABLE 0 0 0 0.354

score HTML_TAG_BALANCE_TABLE 0.0 0.192 0.0 0.307

score HTML_TAG_EXISTS_BASE 0.203 0.077 0.166 0

score HTML_TAG_EXISTS_BASE 0.201 0.0 0.0 0.0

score HTML_TAG_EXISTS_PARAM 0.018 0 0 0

score HTML_TAG_EXISTS_PARAM 0.0

score HTML_TAG_EXISTS_TBODY 0.527 0.149 0.228 0.100

score HTML_TAG_EXISTS_TBODY 0.496 0.101 0.439 0.100

score HTML_TITLE_EMPTY 0 0 0.019 0

score HTML_TITLE_EMPTY 0.0 0.0 0.156 0.0

score HTML_TITLE_UNTITLED 0.586 0.680 0.701 0.065

score HTML_TITLE_UNTITLED 0.386 0.423 0.501 0.0

score HTML_WEB_BUGS 0.203 0.100 0.100 0.100

score HTML_WEB_BUGS 0.542 0.100 0.100 0.100

score HTML_WIN_BLUR 0 0 0.240 0

score HTML_WIN_BLUR 0.0 0.0 0.921 0.0

score HTML_WIN_FOCUS 0 0.016 0 0.452

score HTML_WIN_FOCUS 0.0 0.0 0.0 0.313

score HTML_WIN_OPEN 0.500 0.678 0.500 0.637

score HTML_WIN_OPEN 0.500 0.501 0.501 0.578

score HTML_WITH_BGCOLOR 0 0 0.100 0.100

score HTML_WITH_BGCOLOR 0.0 0.0 0.100 0.100

score HTTP_ESCAPED_HOST 0 0 0.122 0.991

score HTTP_ESCAPED_HOST 0.0 0.0 0.0 0.368

score HTTP_EXCESSIVE_ESCAPES 1.101 0.500 1.259 2.060

score HTTP_EXCESSIVE_ESCAPES 1.101 0.566 1.208 1.918

score HTTP_USERNAME_USED 0.939 1.282 0.500 0.823

score HTTP_USERNAME_USED 0.664 0.743 1.156 0.661

score HTTP_WITH_EMAIL_IN_URL 0.786 0.479 0.778 0

score HTTP_WITH_EMAIL_IN_URL 0.461 0.254 0.564 0.0

score INCOME 2.377 2.900 2.768 1.965

score INCOME 2.749 2.900 2.520 2.432

score INCREASE_SEX 1.438 0.823 2.028 1.267

score INCREASE_SEX 1.716 2.014 3.404 1.101

score INCREASE_SOMETHING 0 1.393 1.155 1.685

score INCREASE_SOMETHING 0.0 0.0 1.094 1.296

score INITIAL_INVEST 2.899 2.896 2.796 2.796

score INITIAL_INVEST 2.734 2.734 2.057 2.734

score INSTANT_ACCESS 0 0 0.233 0.814

score INSTANT_ACCESS 0.0 0.0 0.0 0.013

score INTL_DRIVERS_LICENSE 2.900 2.900 2.900 2.655

score INTL_DRIVERS_LICENSE 2.900 2.900 2.900 1.987

score INVALID_DATE 0.444 0.567 0.605 0.452

score INVALID_DATE 0.594 0.594 0.592 0.592

score INVALID_MSGID 0.675 0.377 1.633 0.674

score INVALID_MSGID 0.342 0.542 1.353 0.832

score IN_REP_TO -3.300 -3.301 -0.600 -3.201

score IN_REP_TO -0.498 -0.499 -0.498 -0.369

score ITS_LEGAL 1.310 0.754 0.748 1.021

score ITS_LEGAL 1.679 1.482 0.0 0.318

score JAVASCRIPT_URI 0 0.693 0 0

score JAVASCRIPT_URI 0.0 0.017 0.0 0.0

score JOIN_MILLIONS 2.499 2.052 1.951 2.346

score JOIN_MILLIONS 2.599 2.466 1.263 2.453

score KNOWN_MAILING_LIST -0.600 -0.912 -0.017 -0.601

score KNOWN_MAILING_LIST -0.536 -0.872 -0.168 -0.300

score LARGE_COLLECTION 0 0.105 0 0

score LARGE_COLLECTION 0.0 0.0 0.0 0.033

score LARGE_HEX 0.884 0.424 0.811 0.521

score LARGE_HEX 1.151 0.502 0.524 1.378

score LIMITED_TIME_ONLY 0.328 0.084 0.101 0.403

score LIMITED_TIME_ONLY 0.324 0.250 0.230 0.034

score LINES_OF_YELLING 0

score LINES_OF_YELLING 0.0

score LINES_OF_YELLING_2 0

score LINES_OF_YELLING_2 0.0

score LINES_OF_YELLING_3 0

score LINES_OF_YELLING_3 0.0

score LINK_TO_NO_SCHEME 0 0 0.063 0.141

score LINK_TO_NO_SCHEME 0.0 0.0 0.0 0.290

score LIVE_PORN 1.755 2.796 2.796 2.796

score LIVE_PORN 1.560 2.799 2.796 2.796

score LONG_DISTANCE 1.967 2.202 0 0.747

score LONG_DISTANCE 2.477 1.989 0.435 0.298

score LOTS_OF_STUFF 0 0 0.409 0

score LOTS_OF_STUFF 0.0 0.0 0.252 0.0

score LOW_INTEREST 1.750 2.781 1.471 2.454

score LOW_INTEREST 1.525 1.962 1.553 2.289

score LOW_PAYMENT 2.300 2.543 2.011 2.616

score LOW_PAYMENT 1.975 2.764 1.519 2.198

score LOW_PRICE 0.258 0 0.651 0.631

score LOW_PRICE 0.525 0.0 0.665 0.017

score LUXURY_CAR 1.489 1.296 1.797 0.420

score LUXURY_CAR 0.0 0.0 1.569 0.256

score LYING_EYES 1.097 1.720 1.095 1.134

score LYING_EYES 0.755 0.760 1.139 1.263

score MAILER_DAEMON -0.189 0 0 -2.596

score MAILER_DAEMON 0.0 0.0 0.0 -0.398

score MAILTO_LINK 0.100 0 0.100 0

score MAILMAN_REMINDER -1.006 0.0 0.0 -0.562

score MAILTO_TO_REMOVE 0.259 0.426 0.171 0.272

score MAILTO_LINK 0.100 0.0 0.100 0.0

score MAILTO_TO_SPAM_ADDR 0.608 0.387 0.738 0.588

score MAILTO_TO_REMOVE 0.274 0.299 0.092 0.273

score MAILTO_WITH_SUBJ 0.409 0.115 0 0.573

score MAILTO_TO_SPAM_ADDR 0.606 0.377 0.795 0.676

score MAILTO_WITH_SUBJ_REMOVE 1.101 0.500 1.101 0.500

score MAILTO_WITH_SUBJ 0.347 0.018 0.0 0.575

score MAIL_IN_ORDER_FORM 1.059 0.780 1.467 0.886

score MAILTO_WITH_SUBJ_REMOVE 1.101 0.500 1.100 0.500

score MANY_EXCLAMATIONS 1.097 0.782 1.216 1.094

score MAIL_IN_ORDER_FORM 0.701 0.736 0.701 1.063

score MARKETING 0.021 0.487 0.010 0.130

score MANY_EXCLAMATIONS 1.091 0.768 1.089 0.471

score MARKETING_PARTNERS 2.261 2.111 1.598 2.082

score MARKETING 0.0 0.467 0.0 0.0

score MARKET_SOLUTION 2.097 2.197 2.197 1.897

score MARKETING_PARTNERS 2.080 2.072 1.555 2.076

score MASS_EMAIL 0 0 0 0.595

score MARKET_SOLUTION 2.095 2.199 2.297 1.897

score MEET_SINGLES 2.796 2.796 1.462 2.311

score MASS_EMAIL 0.0 0.0 0.0 0.482

score MILLION_EMAIL 2.896 2.585 0.571 1.592

score MEET_SINGLES 2.796 2.799 0.967 1.595

score MILLION_USD 1.452 0 0.647 0

score MILLION_EMAIL 2.896 2.130 0.994 2.750

score MIME_BOUND_DASH_DIGIT 1.681 0.413 0.559 0.881

score MILLION_USD 0.990 0.0 1.636 0.0

score MIME_BOUND_DIGITS_4 2.100 2.599 1.719 1.778

score MIME_BOUND_DASH_DIGIT 1.579 0.0 0.736 0.579

score MIME_BOUND_HEX_24 2.412 1.537 2.107 1.629

score MIME_BOUND_DIGITS_4 2.030 1.642 1.654 1.046

score MIME_BOUND_MA 0.192 0 0.394 0

score MIME_BOUND_HEX_24 2.154 1.732 1.975 2.309

score MIME_BOUND_NEXTPART 0.427 0.361 0.376 0.307

score MIME_BOUND_MA 0.145 0.0 0.504 0.0

score MIME_DEFICIENT_QP 2.098 1.927 1.262 2.696

score MIME_BOUND_NEXTPART 0.426 0.355 0.439 0.163

score MIME_EXCESSIVE_QP 0 0 0.163 0

score MIME_DEFICIENT_QP 2.300 2.093 2.172 2.696

score MIME_HEADER_CTYPE_ONLY 1.526 1.402 0.788 1.355

score MIME_EXCESSIVE_QP 0.0

score MIME_HTML_NO_CHARSET 0.742 0.738 0.141 0

score MIME_HEADER_CTYPE_ONLY 1.309 1.919 0.840 1.248

score MIME_HTML_ONLY 0.100

score MIME_HTML_NO_CHARSET 0.638 0.759 0.365 0.0

score MIME_MISSING_BOUNDARY 0.500 0.837 0 1.617

score MIME_HTML_ONLY 0.100 0.101 0.100 0.100

score MISSING_HEADERS 1.035 0.087 0.781 0

score MIME_MISSING_BOUNDARY 0.501 0.163 0.0 1.334

score MISSING_MIMEOLE 0.500 0.500 0.437 0.100

score MISSING_HEADERS 1.140 0.472 0.690 0.0

score MISSING_OUTLOOK_NAME 0.331 0.852 0.153 0

score MISSING_MIMEOLE 0.501 0.501 0.241 0.100

score MLM 0.894 0.848 0.618 0.900

score MISSING_OUTLOOK_NAME 0.100 0.576 0.0 0.0

score MONEY_BACK 0.900 0.645 1.398 1.328

score MLM 0.822 0.765 0.623 0.676

score MONEY_MAKING 1.700 2.651 2.696 2.047

score MONEY_BACK 0.718 1.045 1.360 1.318

score MORTGAGE_BEST 1.186 2.553 1.101 1.672

score MONEY_MAKING 1.557 2.699 2.796 2.799

score MORTGAGE_PITCH 0.607 0.743 0.500 0.605

score MORTGAGE_BEST 1.101 1.683 1.101 1.740

score MORTGAGE_RATES 0.500 0.021 1.101 0.500

score MORTGAGE_PITCH 0.828 0.574 0.500 0.686

score MSGID_CHARS_SPAM 0.275 0.439 0.691 0.399

score MORTGAGE_RATES 0.500 0.387 1.101 0.540

score MSGID_GOOD_EXCHANGE -5.801 -5.701 -5.701 -5.701

score MSGID_CHARS_SPAM 0.218 0.0 1.138 0.342

score MSGID_HAS_NO_AT 0.100 0 0 0

score MSGID_GOOD_EXCHANGE -0.498 -0.376 0.0 -0.142

score MSGID_NO_HOST 2.793 2.900 0.730 1.908

score MSGID_HAS_NO_AT 0.100 0.0 0.0 0.0

score MSG_ID_ADDED_BY_MTA_2 1.115 0.330 1.371 0.875

score MSGID_NO_HOST 2.796 2.900 1.270 1.583

score MSG_ID_ADDED_BY_MTA_3 0.615 0.326 0.847 0.895

score MSG_ID_ADDED_BY_MTA_2 1.026 0.403 1.188 0.785

score MSN_FOOTER1 0 0 0 -1.401

score MSG_ID_ADDED_BY_MTA_3 0.501 0.673 0.888 0.902

score MUST_BE_18 1.801 2.598 2.379 2.197

score MSN_FOOTER1 0.0 -0.177 -0.496 0.0

score NASTY_GIRLS 2.896 2.644 2.005 2.796

score MUST_BE_18 1.705 2.032 1.483 1.705

score NEW_CUSTOMER 2.008 1.582 0 1.672

score NASTY_GIRLS 2.896 2.799 2.451 2.796

score NEW_DOMAIN_EXTENSIONS 2.044 2.599 1.695 2.013

score NEW_CUSTOMER 1.925 1.902 0.0 1.797

score NIGERIAN_BODY 2.896 2.796 3.615 2.796

score NEW_DOMAIN_EXTENSIONS 2.053 2.228 2.174 2.292

score NIGERIAN_SUBJECT2 2.397 2.297 2.599 1.360

score NIGERIAN_BODY 2.896 2.689 2.937 2.692

score NIGERIAN_SUBJECT6 2.900 2.900 0 2.474

score NIGERIAN_SUBJECT2 2.497 2.299 2.578 2.497

score NORMAL_HTTP_TO_IP 0.942 0.531 0.524 0.926

score NIGERIAN_SUBJECT6 2.900 2.900 0.0 1.931

score NO_AGE 2.569 2.696 1.829 2.497

score NORMAL_HTTP_TO_IP 0.902 0.677 0.615 0.697

score NO_COST 1.085 0.882 0.977 0.252

score NO_AGE 1.959 2.325 0.754 2.497

score NO_DISAPPOINTMENT 0 0.402 0 1.548

score NO_COST 1.017 0.926 0.643 0.949

score NO_EXPERIENCE 1.792 2.696 2.341 1.176

score NO_DISAPPOINTMENT 0.125 0.375 0.0 1.642

score NO_FEE 0.392 0.012 0.428 0.114

score NO_EXPERIENCE 1.443 1.454 2.001 0.976

score NO_FORMS 2.656 2.578 1.714 2.280

score NO_FEE 0.506 0.234 0.545 0.509

score NO_OBLIGATION 0

score NO_FORMS 2.530 2.478 1.907 2.481

score NO_PURCHASE 0.356 0.258 0.185 0.173

score NO_OBLIGATION 0.0

score NO_QS_ASKED 0.248 2.010 1.011 0

score NO_PURCHASE 0.267 0.088 0.341 0.367

score NO_REAL_NAME 0.888 0.732 0.887 0.991

score NO_QS_ASKED 0.147 2.133 0.892 0.0

score NO_STRINGS 2.244 2.697 2.699 2.696

score NO_REAL_NAME 0.993 0.820 1.137 1.149

score NUMERIC_HTTP_ADDR 2.268 2.000 1.717 2.699

score NO_STRINGS 2.092 2.699 2.349 2.699

score OBFUSCATING_COMMENT 3.851 2.682 4.299 3.939

score NUMERIC_HTTP_ADDR 1.134 0.237 0.0 1.551

score OBFUSCATING_COMMENT 3.121 2.596 4.299 3.170

score OFFERS_ETC 0.454 0.624 0.100 0.443

score OFFERS_ETC 0.337 0.823 0.100 0.366

score OFFSHORE_SCAM 0.801 2.696 2.497 2.497

score OFFSHORE_SCAM 1.057 2.699 2.107 2.495

score ONCE_IN_LIFETIME 0 0.736 1.187 0.302

score ONCE_IN_LIFETIME 0.0 0.225 0.506 0.972

score ONE_TIME 0 0 0 0.047

score ONE_TIME 0.0 0.0 0.097 0.0

score ONE_TIME_MAILING 1.486 1.400 1.438 1.626

score ONE_TIME_MAILING 1.480 0.951 0.737 1.053

score ONLINE_PHARMACY 2.899 1.992 2.430 2.405

score ONLINE_PHARMACY 2.681 0.855 1.729 2.676

score ONLY_COST 0 0.197 0.169 0

score ONLY_COST 0.0 0.0 0.220 0.0

score OPPORTUNITY 1.509 0.908 2.699 2.360

score OPPORTUNITY 1.101 1.482 2.690 0.680

score OPPORTUNITY_2 1.562 1.331 0.535 0.715

score OPPORTUNITY_2 1.067 1.259 0.0 0.958

score OPT_HEADER 2.690 0.445 4.070 0.177

score OPT_HEADER 2.553 0.131 3.959 0.939

score OPT_IN 1.316 0.298 1.288 1.160

score OPT_IN 1.260 0.469 1.335 0.756

score OPT_IN_CAPS 0.377 0.235 0.428 0.625

score OPT_IN_CAPS 0.535 0.177 0.714 0.370

score OPT_OUT 1.195 0 1.419 0

score OPT_OUT 1.225 0.042 2.184 0.541

score OPT_OUT_CAPS 1.774 0 1.260 0

score OPT_OUT_CAPS 1.434 0.0 1.127 0.0

score ORDER_NOW 0

score ORDER_NOW 0.0

score PATCH_CONTEXT_DIFF -2.900 -2.900 0 0

score ORIGINAL_MESSAGE -0.498 -0.499 -0.500 -0.499

score PAY_SITE 2.683 2.796 2.712 2.638

score PATCH_CONTEXT_DIFF 0.0 -0.188 -0.100 -0.288

score PENIS_ENLARGE 2.342 2.174 2.342 2.469

score PATCH_UNIFIED_DIFF -0.499 -0.499 -0.388 -0.498

score PENIS_ENLARGE2 2.290 2.799 0.909 2.126

score PAY_SITE 2.796 2.534 2.653 2.213

score PGP_SIGNATURE -6.400 -6.300 -5.701 -5.701

score PENIS_ENLARGE 2.796 1.388 1.483 1.716

score PHONE_CANCER 0.508 0.718 0 0

score PENIS_ENLARGE2 2.098 1.291 0.544 2.098

score PLING_PLING 1.605 1.761 1.758 1.664

score PGP_SIGNATURE -2.899 -2.853 -1.401 -2.271

score PLING_QUERY 0.252 0.191 1.072 0

score PGP_SIGNATURE_2 -2.595 -2.454 -2.715 -2.207

score PORN_16 2.896 2.896 2.166 2.799

score PHONE_CANCER 0.0

score PORN_4 2.371 2.599 1.457 2.135

score PLING_PLING 1.746 1.744 1.860 2.033

score PORN_6 1.560 2.613 2.900 1.764

score PLING_QUERY 0.382 0.699 0.867 0.070

score PRINT_FORM_SIGNATURE 2.271 0.787 1.209 0.349

score PORN_16 2.896 2.899 2.009 2.457

score PRIORITY_NO_NAME 0.586 0.539 0.685 0.584

score PORN_4 2.076 2.494 0.907 1.989

score PRIZE 0 0.236 0.161 0.129

score PORN_6 2.772 2.786 2.900 2.511

score PROMOTION 2.016 2.648 1.180 0.065

score PRINT_FORM_SIGNATURE 2.704 1.309 2.363 2.564

score QUOTED_EMAIL_TEXT -3.301 -3.201 -3.201 -3.201

score PRIORITY_NO_NAME 0.461 0.456 0.725 0.442

score QUOTE_TWICE_1 -0.600 -0.600 -0.601 -0.600

score PRIZE 0.0 0.117 0.122 0.236

score Q_FOR_SELLER -1.124 -0.176 -1.643 -2.275

score PROMOTION 2.278 2.590 1.042 0.800

score RAPE 1.364 1.606 0.111 0.765

score QUOTED_EMAIL_TEXT -0.498 -0.481 -0.472 -0.380

score RATWARE_EMWAC 2.896 0.756 2.614 0.188

score QUOTE_TWICE_1 -0.283 0.0 -0.498 0.0

score RATWARE_HASH_2 1.369 1.722 0.890 1.231

score Q_FOR_SELLER -0.499 -0.278 -0.399 -0.399

score RATWARE_HASH_2_V2 0.990 1.017 1.547 1.035

score RAPE 1.469 2.314 1.322 0.822

score RATWARE_SCREWUP_2 0

score RATWARE_EMWAC 2.896 2.017 2.283 1.587

score RCVD_FAKE_HELO_DOTCOM 4.127 2.269 3.659 3.599

score RATWARE_HASH_2 1.313 1.414 1.465 1.901

score RCVD_FAKE_HELO_DOTCOM_2 2.703 2.553 1.576 2.796

score RATWARE_HASH_2_V2 0.995 1.890 1.192 1.132

score READ_TO_END 2.900 2.900 2.900 2.657

score RATWARE_SCREWUP_2 0.0

score RECEIVE_OFFER 0.500 0.500 1.101 0.500

score RCVD_FAKE_HELO_DOTCOM 1.791 2.606 2.264 3.434

score REFINANCE_NOW 1.825 2.279 2.900 2.272

score RCVD_FAKE_HELO_DOTCOM_2 2.335 2.404 1.221 2.799

score REFINANCE_YOUR_HOME 0.160 1.097 0 0

score READ_TO_END 2.900 2.900 2.900 2.359

score REMOVAL_INSTRUCTIONS 0.664 0 0.617 0.126

score RECEIVE_OFFER 0.501 0.501 1.101 0.501

score REMOVE_FROM_LIST 0

score REFERENCES -0.498 -0.499 -0.498 -0.001

score REMOVE_IN_QUOTES 0.185 0.366 0.166 0.604

score REFINANCE_NOW 2.899 2.183 2.900 2.899

score REMOVE_PAGE 0.318 0.100 0.365 0.303

score REFINANCE_YOUR_HOME 0.0 0.896 0.855 0.0

score REMOVE_POSTAL 3.760 3.039 4.237 1.671

score REMOVAL_INSTRUCTIONS 0.611 0.0 0.502 0.0

score REMOVE_SUBJ 1.639 0.813 1.193 0.440

score REMOVE_FROM_LIST 0.0 0.012 0.0 0.0

score REPLY_REMOVE_SUBJECT 0 0 0.259 0

score REMOVE_IN_QUOTES 0.001 0.197 0.001 0.301

score REPLY_TO_EMPTY 1.866 0.767 0.561 1.566

score REMOVE_PAGE 0.313 0.265 0.675 0.401

score REPLY_TO_HAS_UNDERLINE_NUMS 0.745 0.500 1.744 0.001

score REMOVE_POSTAL 3.446 2.790 4.299 2.753

score RESENT_TO -2.444 -0.753 -1.683 0

score REMOVE_SUBJ 1.626 0.917 1.328 0.657

score REVERSE_AGING 3.179 3.268 2.402 2.880

score REPLY_REMOVE_SUBJECT 0.0

score RICH 2.296 0.662 1.645 1.172

score REPLY_TO_EMPTY 1.805 0.498 0.586 1.875

score RISK_FREE 0.844 0.994 0.762 0.664

score REPLY_TO_HAS_UNDERLINE_NUMS 0.500 0.501 1.820 0.001

score ROUND_THE_WORLD_LOCAL 2.391 2.796 2.102 2.596

score REPLY_WITH_QUOTES -0.497 -0.497 0.0 0.0

score SATISFACTION 0.285 0.913 0.840 0.712

score RESENT_TO -0.498 -0.192 -0.398 0.0

score SAVE_BUCKS 0

score REVERSE_AGING 2.230 2.118 3.386 2.129

score SAVE_MONEY 0

score RICH 2.068 0.944 2.068 2.259

score SAVE_ON_INSURANCE 1.769 0.884 2.796 2.567

score RISK_FREE 0.823 0.887 0.866 0.753

score SAVE_THOUSANDS 0.714 2.119 1.498 1.570

score ROUND_THE_WORLD_LOCAL 2.594 2.799 1.861 2.597

score SAVE_UP_TO 0.224 0 0 0

score SATISFACTION 0.530 0.527 0.649 0.690

score SAVINGS 0.198 0 0 0

score SAVE_BUCKS 0.0

score SEARCH_ENGINE_PROMO 1.155 1.705 1.995 1.997

score SAVE_MONEY 0.0

score SECTION_301 1.101 3.188 1.101 1.101

score SAVE_ON_INSURANCE 1.629 0.262 2.796 2.796

score SEDUCTION 0.289 2.031 0.317 0.389

score SAVE_THOUSANDS 0.711 1.931 1.392 1.590

score SEE_FOR_YOURSELF 0.467 0.473 0.958 0.192

score SAVE_UP_TO 0.0

score SELECTED_YOU 0 0 0.033 0.282

score SAVINGS 0.377 0.036 0.0 0.501

score SEMIFORGED_HOTMAIL_RCVD 2.061 1.677 2.596 1.527

score SEARCH_ENGINE_PROMO 1.027 1.545 1.800 1.997

score SERIOUS_CASH 1.088 2.699 1.570 1.610

score SECTION_301 1.101 1.660 1.101 1.101

score SHOPPING_SPREE 0 0.705 0 1.990

score SEDUCTION 0.0 0.762 0.442 0.738

score SIGNATURE_LONG_SPARSE -5.801 -5.801 -3.101 -5.801

score SEE_FOR_YOURSELF 0.462 0.477 0.996 0.524

score SIGNATURE_SHORT_DENSE 0

score SELECTED_YOU 0.0 0.0 0.237 0.0

score SIGNATURE_SHORT_SPARSE 0 0 0 -0.601

score SEMIFORGED_HOTMAIL_RCVD 1.854 1.654 2.667 1.352

score SMTPD_IN_RCVD 0.368 0 0.509 0.444

score SERIOUS_CASH 1.493 2.409 1.729 2.197

score SOME_BREAKTHROUGH 0.715 1.849 1.024 0.923

score SHOPPING_SPREE 0.0 0.551 0.0 1.375

score SORTED_RECIPS 3.022 3.940 2.796 3.227

score SIGNATURE_LONG_DENSE -0.499 -0.221 0.0 -0.491

score START_NOW_CAPS 2.900 2.900 0.643 1.997

score SIGNATURE_LONG_SPARSE -0.498 0.0 -0.497 -0.494

score STOCK_ALERT 2.796

score SIGNATURE_SHORT_DENSE 0.0

score STOCK_PICK 0.121 2.796 2.350 1.453

score SIGNATURE_SHORT_SPARSE 0.0

score STRONG_BUY 1.230 2.117 0.166 2.700

score SMTPD_IN_RCVD 0.529 0.0 1.131 0.602

score SUBJECT_APPROVED 2.796 1.052 2.451 2.214

score SOME_BREAKTHROUGH 0.712 1.688 1.298 0.410

score SUBJ_2_CREDIT 1.861 1.244 1.411 0

score SORTED_RECIPS 2.948 2.847 2.796 3.020

score SUBJ_ALL_CAPS 1.115 1.054 0.849 0.664

score START_NOW_CAPS 2.900 2.900 1.592 1.997

score SUBJ_AS_SEEN 0.969 2.545 1.579 2.559

score STOCK_ALERT 2.857 2.799 2.796 2.729

score SUBJ_BUY 0.908 2.074 0.862 1.396

score STOCK_PICK 0.0 0.0 0.812 0.182

score SUBJ_DOLLARS 1.719 0.822 0.846 1.372

score STRONG_BUY 0.175 1.168 0.820 1.328

score SUBJ_DOUBLE_YOUR 2.796 2.111 2.108 2.433

score SUBJECT_APPROVED 2.896 2.630 2.793 2.799

score SUBJ_FOR_ONLY 1.272 0.841 0 1.271

score SUBJ_2_CREDIT 1.838 1.506 2.134 0.0

score SUBJ_FREE_CAP 0.411 0.695 0 0.512

score SUBJ_ALL_CAPS 1.099 1.148 0.817 0.491

score SUBJ_HAS_SPACES 2.425 2.026 1.101 2.329

score SUBJ_AS_SEEN 0.985 2.799 1.322 1.144

score SUBJ_HAS_UNIQ_ID 1.485 0.820 0.831 0.953

score SUBJ_BUY 0.813 1.898 0.808 1.586

score SUBJ_REMOVE 1.101 0.500 1.263 0.500

score SUBJ_DOLLARS 1.751 0.228 0.780 0.957

score SUBJ_VIAGRA 2.896 2.165 2.631 3.434

score SUBJ_DOUBLE_YOUR 1.611 0.478 1.609 1.227

score SUBJ_YOUR_DEBT 0.700 0.713 0.701 0.701

score SUBJ_FOR_ONLY 1.528 0.193 0.0 0.417

score SUBJ_YOUR_OWN 1.310 1.232 1.373 1.601

score SUBJ_FREE_CAP 0.358 0.701 0.0 0.580

score SUB_FREE_OFFER 0.339 0.488 0.224 0.383

score SUBJ_HAS_SPACES 1.388 1.702 1.519 3.531

score SUB_HELLO 2.067 2.696 2.497 2.391

score SUBJ_HAS_UNIQ_ID 1.082 1.254 0.668 0.453

score SUPPLIES_LIMITED 0 0 0 0.244

score SUBJ_REMOVE 1.101 0.500 1.132 0.625

score SUSPICIOUS_RECIPS 2.052 1.953 1.972 3.407

score SUBJ_VIAGRA 2.896 2.592 1.878 3.482

score TARGETED 2.796 2.796 2.739 1.993

score SUBJ_YOUR_DEBT 0.701 0.701 0.700 0.732

score THE_BEST_RATE 4.300 4.141 3.954 4.284

score SUBJ_YOUR_OWN 0.935 1.544 1.322 1.532

score THE_FOLLOWING_FORM 0.484 1.400 1.639 2.270

score SUB_FREE_OFFER 0.359 0.0 0.368 0.294

score THIS_AINT_SPAM 2.087 2.799 1.594 2.796

score SUB_HELLO 2.149 2.699 2.497 2.559

score THIS_IS_AN_AD 1.172 2.067 2.900 1.287

score SUPPLIES_LIMITED 0.0 0.0 0.076 0.543

score TONER 1.341 1.494 1.546 1.197

score SUSPICIOUS_RECIPS 2.067 2.117 1.620 1.947

score TO_ADDRESS_EQ_REAL 0.411 0 1.089 0.431

score TARGETED 2.896 2.799 2.439 2.615

score TO_EMPTY 2.280 2.596 2.596 2.497

score THE_BEST_RATE 4.300 3.956 3.915 2.934

score TO_HAS_SPACES 0.257 0 0 0

score THE_FOLLOWING_FORM 0.0 0.258 1.126 1.184

score TO_MALFORMED 1.146 1.085 1.697 1.803

score THIS_AINT_SPAM 1.615 1.875 2.015 2.799

score TO_NO_USER 2.796 2.796 2.696 2.124

score THIS_IS_AN_AD 1.177 1.869 2.900 1.296

score TRACKER_ID 2.560 4.295 3.249 4.295

score TONER 1.295 1.716 1.437 1.168

score UNCLAIMED_MONEY 1.368 1.698 1.707 1.807

score TO_ADDRESS_EQ_REAL 0.635 0.0 1.198 0.209

score UNIVERSITY_DIPLOMAS 2.303 0.434 2.900 2.108

score TO_EMPTY 1.994 2.596 1.725 2.497

score UNSECURED_CREDIT 2.896 1.214 2.366 1.884

score TO_HAS_SPACES 0.037 0.0 0.0 0.0

score UNSUB_PAGE 0.267 0 0.259 0.011

score TO_MALFORMED 1.347 1.523 1.820 1.611

score UNSUB_SCRIPT 0.317 0.150 0 0.018

score TO_NO_USER 2.796 2.799 2.796 2.324

score UPPERCASE_25_50 1.555 1.132 0.860 0.584

score TRACKER_ID 2.574 3.376 2.898 4.295

score UPPERCASE_50_75 0.840 0 0.334 0.478

score UNCLAIMED_MONEY 1.684 1.640 1.624 1.684

score UPPERCASE_75_100 0

score UNIVERSITY_DIPLOMAS 2.507 1.991 2.900 2.360

score UP_TO_OR_MORES 0.752 2.796 0.297 1.476

score UNSECURED_CREDIT 1.823 1.097 2.200 0.709

score URGENT_BIZ 2.397 2.153 2.799 2.696

score UNSUB_PAGE 0.159 0.0 0.181 0.0

score URI_IS_POUND 1.579 0.632 0.829 0.534

score UNSUB_SCRIPT 0.087 0.192 0.0 0.0

score USERPASS 1.239 1.043 2.207 1.027

score UPPERCASE_25_50 1.465 1.242 0.961 0.968

score USER_4U2 2.696 2.015 1.420 2.485

score UPPERCASE_50_75 0.785 0.391 0.0 0.613

score USER_AGENT 0

score UPPERCASE_75_100 0.0

score USER_AGENT_APPLEMAIL 0 -2.092 0 -3.101

score UP_TO_OR_MORES 0.335 2.799 0.837 1.640

score USER_AGENT_ENTOURAGE 0 0 0 -5.701

score URGENT_BIZ 0.565 0.151 0.0 0.0

score USER_AGENT_GNUS_XM -1.897 -1.997 -1.240 -1.808

score URI_IS_POUND 1.258 1.385 0.132 1.090

score USER_AGENT_IMP 0 -1.401 0 -0.475

score USERPASS 1.487 1.458 1.788 1.297

score USER_AGENT_MACOE -3.101 -3.101 0 -3.101

score USER_4U2 2.696 2.599 1.645 2.201

score USER_AGENT_MOZILLA_XM -0.236 0 0 0

score USER_AGENT 0.001

score USER_AGENT_PINE -5.801 -5.801 -5.701 -5.701

score USER_AGENT_APPLEMAIL 0.001

score USER_AGENT_VM -5.801 -5.701 -5.701 -5.701

score USER_AGENT_ENTOURAGE 0.001

score US_DOLLARS 0.326 1.375 0.770 1.513

score USER_AGENT_FORTE -0.443 -0.454 -0.499 -0.499

score US_DOLLARS_3 1.469 0.579 1.882 1.475

score USER_AGENT_GNUS_UA -0.480 -0.499 -0.499 -0.480

score VACATION_SCAM 0.415 0.905 0.813 0.291

score USER_AGENT_GNUS_XM -0.298 -0.299 -0.166 -0.141

score VERB_UP_TO_OR_MORES 0 1.639 0.851 0.702

score USER_AGENT_IMP -0.460 -0.347 -0.180 -0.407

score VERY_SUSP_RECIPS 2.417 1.145 2.439 0.944

score USER_AGENT_KMAIL -0.399 0.001 -0.299 -0.470

score VIAGRA 1.249 2.162 0.122 0.567

score USER_AGENT_MACOE 0.001

score VIAGRA_ONLINE 0.700 0.864 2.900 0.701

score USER_AGENT_MOZILLA_UA -0.498 0.001 -0.498 0.001

score WANTS_CREDIT_CARD 1.738 2.796 2.796 2.494

score USER_AGENT_MOZILLA_XM -0.275 0.001 0.001 0.001

score WEIRD_PORT 0 0.558 0 0

score USER_AGENT_MSN -2.439 -2.468 -0.716 -2.298

score WEIRD_QUOTING 0.426 2.275 0.642 2.308

score USER_AGENT_MUTT -2.899 -2.494 -2.803 -2.801

score WE_HATE_SPAM 2.799 1.744 2.900 1.650

score USER_AGENT_PINE 0.001

score WE_HATE_SPAM2 1.160 2.816 2.799 0.701

score USER_AGENT_TONLINE -0.425 -0.499 -0.189 -0.349

score WE_PROMISE_YOU 1.982 2.545 2.506 0.636

score USER_AGENT_VM 0.001 0.001 0.001 -0.061

score WHILE_SUPPLIES 0.222 0 0.195 0

score USER_AGENT_XIMIAN -2.899 -2.355 -2.663 -2.707

score WHILE_YOU_SLEEP 3.484 4.219 4.299 2.644

score US_DOLLARS 0.0 1.542 0.0 1.137

score WHY_PAY_MORE 0 0.934 1.287 2.200

score US_DOLLARS_3 0.971 0.852 1.758 0.917

score WHY_WAIT 1.021 1.090 0.691 0.931

score VACATION_SCAM 0.738 1.853 1.433 0.482

score WORK_AT_HOME 1.223 0.440 1.717 0

score VERB_UP_TO_OR_MORES 0.0 1.178 0.0 2.273

score X_ACCEPT_LANG 0

score VERY_SUSP_RECIPS 2.540 2.221 2.195 2.799

score X_AUTH_WARNING -1.008 -1.513 -0.137 -1.409

score VIAGRA 0.0

score X_ESMTP 0.969 0.423 0.683 1.124

score VIAGRA_ONLINE 0.701 0.701 2.900 1.045

score X_GCMULTI 1.797 1.697 2.197 1.797

score WANTS_CREDIT_CARD 2.043 2.799 2.796 2.796

score X_LIBRARY 1.566 1.740 1.429 2.332

score WEIRD_PORT 0.0 0.653 0.0 0.424

score WEIRD_QUOTING 1.066 1.545 0.313 1.923

score WE_HATE_SPAM 1.937 1.199 2.900 2.090

score WE_HATE_SPAM2 0.962 2.847 2.786 1.354

score WE_PROMISE_YOU 1.753 2.384 1.173 2.298

score WHILE_SUPPLIES 0.145 0.0 0.275 0.0

score WHILE_YOU_SLEEP 1.391 1.683 1.101 1.155

score WHY_PAY_MORE 0.0 0.755 1.588 2.305

score WHY_WAIT 1.094 1.093 0.728 0.925

score WORK_AT_HOME 1.116 0.546 1.114 0.0

score X_ACCEPT_LANG 0.0 -0.095 0.0 0.0

score X_AUTH_WARNING -0.498 -0.399 0.0 -0.398

score X_ESMTP 0.985 0.522 0.834 0.804

score X_GCMULTI 1.997 1.699 2.297 1.797

score X_LIBRARY 1.454 1.594 1.593 1.591

score X_MAILING_LIST -0.001 -0.001 -0.001 -3.101

score X_MAILING_LIST 0.001

score X_MAIL_ID_PRESENT 0.701 0.700 0.701 0.392

score X_MAIL_ID_PRESENT 0.700 0.700 0.701 0.381

score X_MSMAIL_PRIORITY_HIGH 0.404 0 0 0.021

score X_MSMAIL_PRIORITY_HIGH 0.0 0.0 0.0 0.408

score X_PRIORITY_HIGH 1.919 1.989 0.815 1.873

score X_PRIORITY_HIGH 1.937 1.886 0.899 1.905

score X_SERV_HOST_PRESENT 0.701 0.700 0.701 0.234

score X_SERV_HOST_PRESENT 0.701 0.701 0.701 0.221

score YAHOO_MSGID_ADDED 0

score YAHOO_MSGID_ADDED 0.0

score YOUR_INCOME 2.256 2.129 1.533 2.696

score YOUR_INCOME 2.182 2.540 1.807 2.696

score YOU_WON 0 0.946 0.054 0.828

score YOU_WON 0.0 0.561 0.137 1.070

score BE_BOSS 2.893 2.900 2.541 2.900

score BE_BOSS 2.896 2.900 2.101 2.900

score CONFIRMED_FORGED 4.300

score CONFIRMED_FORGED 4.400 4.300 4.300 4.300

score CUM_SHOT 1.675 2.900 1.141 2.900

score CUM_SHOT 1.676 2.900 1.386 2.900

score DATE_IN_FUTURE_24_48 2.696 2.596 2.696 2.900

score DATE_IN_FUTURE_24_48 2.696 2.599 2.729 2.900

score EARNINGS 1.964 2.900 1.706 2.900

score EARNINGS 1.381 2.900 2.117 2.900

score FORGED_AOL_RCVD 4.300

score FORGED_AOL_RCVD 4.400 4.300 4.300 4.300

score FREE_CELL_PHONE 2.166 2.801 2.541 2.900

score FREE_CELL_PHONE 1.873 2.794 1.902 2.900

score FREE_GRANT 0.700 2.900 1.504 2.900

score FREE_GRANT 0.701 2.900 2.420 2.900

score FREE_QUOTE_INSTANT 2.896 2.900 2.748 2.900

score FREE_QUOTE_INSTANT 2.896 2.900 2.470 2.900

score FURTHER_TRANSMISSIONS 1.101 2.900 0.700 2.900

score FURTHER_TRANSMISSIONS 1.101 2.900 0.701 2.900

score GENUINE_EBAY_RCVD -2.600 -2.900 -1.401 -2.900

score GET_STARTED_NOW 0.060 2.900 0.139 2.900

score GET_STARTED_NOW 0.341 2.900 0.442 2.900

score HTML_COMMENT_SKY 1.752 2.001 4.300 4.300

score HTML_COMMENT_SKY 1.101 1.814 4.300 4.300

score HTML_IMAGE_AREA_08 2.900 2.900 0 2.900

score HTML_IMAGE_AREA_08 2.900 2.900 0.0 2.900

score HTML_IMAGE_AREA_09 2.900

score HTML_SHOUTING6 2.712 2.900 2.304 2.900

score HTML_SHOUTING6 2.896 2.900 2.594 2.900

score HTML_SHOUTING7 2.149 2.900 2.799 2.900

score HTML_SHOUTING7 1.708 2.900 2.630 2.900

score HTTP_CTRL_CHARS_HOST 0.700 2.900 2.505 2.900

score HTTP_CTRL_CHARS_HOST 0.700 2.900 1.561 2.900

score IDENT_NOBODY 1.000 2.900 1.012 2.900

score IDENT_NOBODY 0.881 2.900 1.904 2.900

score IMPOTENCE 2.381 2.900 0.518 2.900

score IMPOTENCE 2.796 2.900 2.077 2.900

score KOREAN_UCE_SUBJECT 4.300

score KOREAN_UCE_SUBJECT 4.400 4.300 4.300 4.300

score LESBIAN 2.507 2.206 2.076 2.900

score LESBIAN 1.331 1.347 1.105 2.900

score MIME_BOUND_RKFINDY 1.799 2.900 2.900 2.900

score MIME_BOUND_RKFINDY 2.157 2.900 2.900 2.900

score MSGID_OE_SPAM_4ZERO 1.558 3.255 4.300 4.300

score MSGID_OE_SPAM_4ZERO 2.129 3.489 4.300 4.300

score MSGID_OUTLOOK_TIME 4.400

score MSGID_OUTLOOK_TIME 4.500 4.400 4.400 4.400

score NIGERIAN_SUBJECT1 2.900 2.900 1.935 2.900

score NIGERIAN_SUBJECT1 2.900 2.900 2.379 2.900

score NO_CATCH 2.900 2.900 2.699 2.900

score NO_CATCH 2.900 2.900 2.111 2.900

score NO_INVENTORY 1.768 2.900 1.574 2.900

score NO_INVENTORY 2.899 2.900 2.291 2.900

score NO_INVESTMENT 2.793 2.900 2.596 2.900

score NO_INVESTMENT 2.796 2.900 2.696 2.900

score NO_MEDICAL 2.900 2.900 0 2.900

score NO_MEDICAL 2.900 2.900 0.0 2.900

score OUR_PRIVACY_POLICY 2.900 2.900 1.248 2.900

score OUR_PRIVACY_POLICY 2.900 2.900 1.998 2.900

score PGP_SIGNATURE_2 -6.400 -6.300 -6.300 -6.300

score PORN_15 2.900 2.900 2.409 2.900

score PORN_15 2.900 2.900 1.666 2.900

score PURE_PROFIT 1.624 2.900 0.534 2.900

score PURE_PROFIT 1.992 2.900 1.039 2.900

score RATWARE_CHARSET_V2 2.900 0 0 2.900

score RATWARE_CHARSET_V2 2.900 0.0 0.0 2.900

score RATWARE_DIRECT_EMAIL 2.900 2.900 0 2.900

score RATWARE_DIRECT_EMAIL 2.900 2.900 0.0 2.900

score RATWARE_EGROUPS 1.537 4.300 1.412 4.300

score RATWARE_EGROUPS 1.601 4.300 1.177 4.300

score RECEIVED_IDENT_CACHEFLOW 0.630 2.900 0.462 2.900

score RECEIVED_IDENT_CACHEFLOW 2.395 2.900 1.007 2.900

score REPLY_WITH_QUOTES -6.600 -6.500 -6.400 -6.500

score RESISTANCE_IS_FUTILE 1.228 1.133 0.700 2.900

score RESISTANCE_IS_FUTILE 0.977 1.355 0.700 2.900

score SEX_FEST 0.923 2.900 2.498 2.900

score SEX_FEST 1.233 2.900 0.263 2.900

score SIGNATURE_LONG_DENSE -6.400 -6.300 -6.300 -6.300

score STOP_SNORING 2.900 2.900 0.0 2.900

score STOP_SNORING 2.900 2.900 2.239 2.900

score SUBJ_LIFE_INSURANCE 1.948 2.900 1.743 2.900

score SUBJ_LIFE_INSURANCE 2.424 2.900 2.021 2.900

score WITH_LC_SMTP 4.300

score WITH_LC_SMTP 4.400 4.300 4.300 4.300

score X_LIST_UNSUBSCRIBE 4.300

score X_LIST_UNSUBSCRIBE 4.400 4.300 4.300 4.300

score X_PMFLAGS_PRESENT 2.796 2.900 2.799 2.900

score X_PMFLAGS_PRESENT 2.896 2.900 2.485 2.900

score PORN_GALLERIES 0

score PORN_GALLERIES 0.0

score NO_SELLING 0

score NO_SELLING 0.0

score NO_MIDDLEMAN 0

score NO_MIDDLEMAN 0.0

score WWW_AUTOREMOVE_COM 0

score WWW_AUTOREMOVE_COM 0.0

score MICROSOFT 2.041 0 0 0

score MICROSOFT 0.790 0.0 0.0 0.0

score EXCUSE_18 0

score EXCUSE_18 0.0

score EXPERTS_SHOW_HOW 0

score EXPERTS_SHOW_HOW 0.0

score NO_GIMMICK 0

score NO_GIMMICK 0.0

score MIME_LONG_LINE_QP 0.494 0.300 0.492 0

score MIME_LONG_LINE_QP 0.261 0.155 0.051 0.0

score DATE_IN_PAST_48_96 0

score DATE_IN_PAST_48_96 0.0

score RATWARE_CHARSET 0

score RATWARE_CHARSET 0.0

score US_DOLLARS_2 0

score US_DOLLARS_2 0.0

score RATWARE_CARETOP 0

score RATWARE_CARETOP 0.0

score PRIORITY_MAIL 0

score PRIORITY_MAIL 0.0

score WWW_CLIK4YOU_COM 0

score WWW_CLIK4YOU_COM 0.0

score SERIOUS_ONLY 2.183 0 2.796 0

score SERIOUS_ONLY 2.412 0.0 2.796 0.0

score RATWARE_GR 2.900 2.900 0 0

score RATWARE_GR 2.900 2.900 0.0 0.0

score SPAM_FORM 0

score SPAM_FORM 0.0

score NATURAL_VIAGRA 0

score NATURAL_VIAGRA 0.0

score MURKOWSKI_CRUFT 0

score MURKOWSKI_CRUFT 0.0

score SMIME_SIGNATURE 0

score SMIME_SIGNATURE 0.0

score MAILTO_TO_B2BMAIL 2.900 2.900 0 0

score MAILTO_TO_B2BMAIL 2.900 2.900 0.0 0.0

score SPAM_FORM_INPUT 0

score SPAM_FORM_INPUT 0.0

score EMAIL_MARKETING 0

score EMAIL_MARKETING 0.0

score MORE_TRAFFIC 0

score MORE_TRAFFIC 0.0

score SPAM_FORM_RETURN 0

score SPAM_FORM_RETURN 0.0

score MAILMAN_CONFIRM 0

score MAILMAN_CONFIRM 0.0

score SPAM_FORM_ACTION 0

score SPAM_FORM_ACTION 0.0

score IN_ACCORDANCE_WITH_LAWS 0

score IN_ACCORDANCE_WITH_LAWS 0.0

score MARKUP_SSPL 0

score MARKUP_SSPL 0.0

score CONFIDENTIAL_ORDER 0

score CONFIDENTIAL_ORDER 0.0

score SUBJ_RIPPED 0

score SUBJ_RIPPED 0.0

score RATWARE_DIFFOND 0

score RATWARE_DIFFOND 0.0

score MAJORDOMO -2.900 0 -2.900 0

score MAJORDOMO -0.317 0.0 -0.035 0.0

score OUR_COMPENSATION 0

score OUR_COMPENSATION 0.0

score HELPED_FINANCE 2.900 0 2.900 0

score HELPED_FINANCE 2.900 0.0 2.900 0.0

score AUTO_EMAIL_REMOVAL 2.340 0 0 0

score AUTO_EMAIL_REMOVAL 0.993 0.0 0.0 0.0

score TRACE_BY_SSN 0

score TRACE_BY_SSN 0.0

score VAR_REF_IN_RECEIVED 0

score VAR_REF_IN_RECEIVED 0.0

score INCREDIBLE 0

score INCREDIBLE 0.0

score ENHANCE_WEBSITE 0

score ENHANCE_WEBSITE 0.0

score WORRY_FREE 0

score WORRY_FREE 0.0

score X_MAILER_GIBBERISH 2.900 0 0 0

score X_MAILER_GIBBERISH 2.900 0.0 0.0 0.0

score INTL_EXEC_GUILD 0

score INTL_EXEC_GUILD 0.0

score FORGED_MUA_MSN 0

score FORGED_MUA_MSN 0.0

score TO_INVESTORS 0

score HTML_IMAGE_AREA_09 0.0

score PRODUCED_AND_SENT_OUT 0

score TO_INVESTORS 0.0

score RATWARE_LC_OUTLOOK 0

score PRODUCED_AND_SENT_OUT 0.0 0.0 2.900 0.0

score DISCONTINUE 0

score RATWARE_LC_OUTLOOK 0.0

score CREDIT_BUREAU 0

score DISCONTINUE 0.0

score UNDISC_RECIPS 1.918 1.440 0 0

score CREDIT_BUREAU 0.0

score MSN_GROUPS 0

score UNDISC_RECIPS 1.751 1.170 0.0 0.0

score EXCUSE_2 0

score MSN_GROUPS 0.0

score EXCUSE_8 0

score EXCUSE_2 0.0

score S_1618 2.900 0 2.900 0

score EXCUSE_8 0.0

score MONSTERHUT 0

score S_1618 2.900 0.0 2.900 0.0

score WEALTH 0

score MONSTERHUT 0.0

score X_FIX_PRESENT 0

score WEALTH 0.0

score BUY_JUDGEMENTS 0

score X_FIX_PRESENT 0.0

score CREDITORS_CALLING 0

score BUY_JUDGEMENTS 0.0

score EJACULATION 0

score CREDITORS_CALLING 0.0

score CHILD_SUPPORT 0

score EJACULATION 0.0

score MANY_FROMS 0 2.317 0 0

score CHILD_SUPPORT 0.0

score POST_IN_RCVD 0

score MANY_FROMS 0.0 0.056 0.0 0.0

score MICRO_CAP_WARNING 2.900 0 2.900 0

score POST_IN_RCVD 0.0

score HOTMAIL_FOOTER2 0

score MICRO_CAP_WARNING 2.900 0.0 2.900 0.0

score HOTMAIL_FOOTER3 0

score HOTMAIL_FOOTER2 0.0 0.0 -0.210 0.0

score HTML_00_10 1.398 1.182 1.297 0

score HOTMAIL_FOOTER3 0.0

score CHANGE_TERMS 0

score HTML_00_10 1.357 1.209 1.139 0.0

score SECRET_RECORD 2.549 0 2.343 0

score CHANGE_TERMS 0.0

score PSYCHIC 0

score SECRET_RECORD 2.252 0.0 0.0 0.0

score OUR_PUBLICATIONS 0

score PSYCHIC 0.0

score SUBJECT_IS_IN_REVIEW 0

score OUR_PUBLICATIONS 0.0

score RATWARE_BANG_HASH 0

score SUBJECT_IS_IN_REVIEW 0.0

score MIME_BOUND_MAIL_BOUND 2.900 2.900 0 0

score RATWARE_BANG_HASH 0.0

score MIME_BOUND_MAIL_BOUND 2.900 2.900 0.0 0.0

score HTML_MESSAGE 0.167 0.100 0.166 0

score HTML_MESSAGE 0.112 0.101 0.100 0.0

score EVITE -2.900 -0.488 -2.696 -2.796

score EVITE -4.600 -1.132 -4.295 -4.389

# Too many MUA hits, means spammer forging

score TOO_MANY_MUA 4.5

score BAD_HELO_WARNING 0 2.290 0 0

score BAD_HELO_WARNING 0.0

score NO_DNS_FOR_FROM 0 1.265 0 1.331

score NO_DNS_FOR_FROM 0

score ROUND_THE_WORLD 0 2.497 0 2.297

score ROUND_THE_WORLD 0.0 2.499 0.0 2.297

score RAZOR_CHECK 0

score RAZOR_CHECK 0.0

score RAZOR2_CHECK 0 2.029 0 0.787

score RAZOR2_CHECK 0.0 2.063 0.0 0.880

score RAZOR2_CF_RANGE_01_10 0 0 0 0.266

score RAZOR2_CF_RANGE_01_10 0.0 0.0 0.0 0.157

score RAZOR2_CF_RANGE_11_20 0 0 0 0.587

score RAZOR2_CF_RANGE_11_20 0.0 0.0 0.0 0.418

score RAZOR2_CF_RANGE_21_30 0 0 0 0.980

score RAZOR2_CF_RANGE_21_30 0.0 0.0 0.0 0.767

score RAZOR2_CF_RANGE_31_40 0 0 0 0.577

score RAZOR2_CF_RANGE_31_40 0.0 0.0 0.0 0.414

score RAZOR2_CF_RANGE_41_50 0 0 0 0.373

score RAZOR2_CF_RANGE_41_50 0.0 0.0 0.0 0.534

score RAZOR2_CF_RANGE_51_60 0 0 0 0.847

score RAZOR2_CF_RANGE_51_60 0.0 0.0 0.0 0.594

score RAZOR2_CF_RANGE_61_70 0

score RAZOR2_CF_RANGE_61_70 0.0

score RAZOR2_CF_RANGE_71_80 0 0 0 1.864

score RAZOR2_CF_RANGE_71_80 0.0 0.0 0.0 1.909

score RAZOR2_CF_RANGE_81_90 0 0 0 0.329

score RAZOR2_CF_RANGE_81_90 0.0 0.0 0.0 0.959

score RAZOR2_CF_RANGE_91_100 0 0 0 1.111

score RAZOR2_CF_RANGE_91_100 0.0 0.0 0.0 1.208

score DCC_CHECK 0 3.126 0 2.756

score DCC_CHECK 0.0 3.017 0.0 2.635

score PYZOR_CHECK 0 4.400 0 1.248

score PYZOR_CHECK 0.0 4.400 0.0 1.211

score RCVD_IN_RELAYS_ORDB_ORG 0 0 0 0.178

score RCVD_IN_RELAYS_ORDB_ORG 0.0

score RCVD_IN_OSIRUSOFT_COM 0 0.562 0 0.509

score RCVD_IN_OSIRUSOFT_COM 0.0 0.552 0.0 0.864

score X_OSIRU_DUL 0

score X_OSIRU_DUL 0.0

score X_OSIRU_DUL_FH 0

score X_OSIRU_DUL_FH 0.0

score X_OSIRU_OPEN_RELAY 0 2.900 0 0

score X_OSIRU_OPEN_RELAY 0.0 2.900 0.0 0.0

score X_OSIRU_SPAMWARE_SITE 0 1.101 0 0

score X_OSIRU_SPAMWARE_SITE 0.0 1.101 0.0 0.0

score X_OSIRU_SPAM_SRC 0

score X_OSIRU_SPAM_SRC 0.0

score RCVD_IN_RFCI 0 1.771 0 1.249

score RCVD_IN_RFCI 0.0 1.448 0.0 1.092

score RCVD_IN_ORBS 0 0.458 0 0.121

score RCVD_IN_ORBS 0.0 0.499 0.0 0.114

score RCVD_IN_DSBL 0 2.225 0 4.295

score RCVD_IN_DSBL 0.0 2.574 0.0 4.295

score RCVD_IN_MULTIHOP_DSBL 0

score RCVD_IN_MULTIHOP_DSBL 0.0

score RCVD_IN_SBL 0 0.557 0 1.101

score RCVD_IN_SBL 0.0 1.013 0.0 1.101

score RCVD_IN_UNCONFIRMED_DSBL 0 0.688 0 0

score RCVD_IN_UNCONFIRMED_DSBL 0.0 0.512 0.0 0.0

score RCVD_IN_VISI 0

score RCVD_IN_VISI 0.0

score RCVD_IN_BONDEDSENDER 0 -1.784 0 -5.701

score RCVD_IN_BONDEDSENDER 0.0 -0.938 0.0 -4.200

score RCVD_IN_OPM 0 4.295 0 4.295

score RCVD_IN_OPM 0.0 2.336 0.0 4.295

score RCVD_IN_NJABL 0 0.968 0 1.213

score RCVD_IN_NJABL 0.0 0.853 0.0 0.844

score X_NJABL_OPEN_PROXY 0 0.866 0 0.403

score X_NJABL_OPEN_PROXY 0.0 0.458 0.0 0.809

score X_NJABL_DIALUP 0 0.205 0 0

score X_NJABL_DIALUP 0.0 0.053 0.0 0.0

score RCVD_IN_BL_SPAMCOP_NET 0

score RCVD_IN_BL_SPAMCOP_NET 0.0

score RCVD_IN_DUL 0

score RCVD_IN_DUL 0.0

score RCVD_IN_DUL_FH 0

score RCVD_IN_DUL_FH 0.0

score RCVD_IN_RBL 0

score RCVD_IN_RBL 0.0

score RCVD_IN_RSS 0

score RCVD_IN_RSS 0.0

score USER_IN_BLACKLIST 100

score USER_IN_BLACKLIST 100.000

score USER_IN_WHITELIST -100

score USER_IN_WHITELIST -100.000

score USER_IN_MORE_SPAM_TO -20

score USER_IN_MORE_SPAM_TO -20.000

score USER_IN_ALL_SPAM_TO -100

score USER_IN_ALL_SPAM_TO -100.000

score HABEAS_SWE -6.400 -6.300 -6.300 -6.300

score HABEAS_SWE -4.600

score HABEAS_HIL 4.000

score HABEAS_HIL 4.0

score HABEAS_VIOLATOR 8.000

score HABEAS_VIOLATOR 8.0

score BAYES_00 0 0 -6.400 -6.400

score BAYES_00 0 0 -5.300 -5.200

score BAYES_01 0 0 -6.600 -6.600

score BAYES_01 0 0 -5.400 -5.400

score BAYES_10 0 0 -6.400 -5.801

score BAYES_10 0 0 -5.300 -4.701

score BAYES_20 0 0 -5.801 -3.101

score BAYES_20 0 0 -4.701 -2.601

score BAYES_30 0 0 -1.246 -1.604

score BAYES_30 0 0 -1.070 -0.927

score BAYES_40 0

score BAYES_40 0.0

score BAYES_44 0

score BAYES_44 0.0

score BAYES_50 0

score BAYES_50 0.0

score BAYES_56 0

score BAYES_56 0.0

score BAYES_60 0 0 2.002 1.160

score BAYES_60 0 0 1.997 1.101

score BAYES_70 0 0 2.637 2.188

score BAYES_70 0 0 2.593 2.310

score BAYES_80 0 0 4.300 2.807

score BAYES_80 0 0 5.300 2.862

score BAYES_90 0 0 4.126 2.854

score BAYES_90 0 0 4.027 3.002

score BAYES_99 0 0 4.300 2.791

score BAYES_99 0 0 5.200 3.008