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Posted to commits@spamassassin.apache.org by hs...@apache.org on 2004/08/10 00:27:19 UTC
svn commit: rev 36133 - spamassassin/trunk/rules
Author: hstern
Date: Mon Aug 9 15:27:18 2004
New Revision: 36133
Modified:
spamassassin/trunk/rules/50_scores.cf
spamassassin/trunk/rules/STATISTICS-set1.txt
spamassassin/trunk/rules/STATISTICS-set2.txt
spamassassin/trunk/rules/STATISTICS-set3.txt
spamassassin/trunk/rules/STATISTICS.txt
Log:
* 50_scores.cf
* STATISTICS-set1.txt
* STATISTICS-set2.txt
* STATISTICS-set3.txt
* STATISTICS.txt
Generated scores for 3.0 RC1. May need some final manual tweaking.
Modified: spamassassin/trunk/rules/50_scores.cf
==============================================================================
--- spamassassin/trunk/rules/50_scores.cf (original)
+++ spamassassin/trunk/rules/50_scores.cf Mon Aug 9 15:27:18 2004
@@ -32,780 +32,780 @@
# Start of generated scores. <gen:mutable>
-score ACCEPT_CREDIT_CARDS 0.607 0.826 0.607 0.607
-score ACT_NOW_CAPS 0.162 0.483 0.379 0.357
-score ADDRESS_IN_SUBJECT 1.194 1.607 2.111 1.014
-score ADDR_FREE 0.128 0.690 0.961 0.569
-score ADDR_NUMS_AT_BIGSITE 0.360 0.628 0.899 1.163
-score ALL_CAPS_GUAR 0.001 0.000 1.086 0.001
-score ALL_CAP_FOR_ADULTS 0.000 0.000 0.621 0.594
-score ALL_NATURAL 2.591 1.887 4.109 0.514
-score ALL_TRUSTED -2.400 -2.816 -5.617 -0.842
-score AMATEUR_PORN 1.341 0.546 1.123 0.342
-score AMAZING_STUFF 0.676 1.755 0.001 0.437
-score AS_SEEN_ON 0.480 0.464 0.001 0.001
-score BAD_CREDIT 0.743 0.320 0.049 0.004
-score BANG_EXERCISE 1.240 1.503 1.766 0.509
-score BANG_GUAR 0.168 0.000 0.001 0.001
-score BANG_MONEY 0.000 0.005 0.001 0.872
-score BANG_MORE 0.161 0.000 0.098 0.001
-score BANG_OPRAH 1.684 0.480 2.694 0.027
-score BANG_QUOTE 1.680 1.932 2.216 0.028
-score BANKRUPTCY 0.452 0.373 2.114 0.109
-score BARELY_LEGAL 0.000 0.008 0.001 0.001
-score BARGAIN_URL 1.503 1.213 2.551 0.283
-score BEEN_TURNED_DOWN 1.434 0.916 0.739 0.342
-score BEST_PORN 0.867 0.579 0.064 0.884
-score BE_BOSS 1.592 1.815 2.219 0.130
-score BILLION_DOLLARS 0.033 1.394 2.177 0.890
-score BILL_1618 0.819 1.685 2.338 0.392
-score BIZ_TLD 2.178 0.488 3.010 1.229
-score BLANK_LINES_70_80 1.117 1.330 2.318 0.246
-score BLANK_LINES_80_90 0.007 0.000 2.295 1.610
-score BLANK_LINES_90_100 1.600 1.785 2.912 0.364
-score BODY_ENHANCEMENT 0.047 0.525 0.153 0.663
-score BODY_ENHANCEMENT2 0.807 0.968 0.403 1.044
-score BUY_DIRECT 1.520 1.695 1.773 0.248
-score CASHCASHCASH 0.000 0.000 0.001 0.001
-score CELL_PHONE_FREE 1.224 1.431 1.224 1.224
-score CELL_PHONE_IMPROVE 1.219 0.850 2.515 0.001
-score CHINA_HEADER 1.840 1.924 1.652 0.620
-score CLICK_BELOW 0.010 0.009 0.001 0.010
-score CLICK_BELOW_CAPS 0.102 0.012 0.405 0.925
-score CLICK_TO_REMOVE_1 0.019 0.011 0.027 0.001
-score COMPETE 1.600 0.504 5.778 0.701
-score COMPLETELY_FREE 0.081 0.000 0.020 0.003
-score CONFIDENTIAL_ORDER 1.920 0.737 0.995 0.782
-score CONFIRMED_FORGED 1.749 1.822 0.945 0.572
-score CONGRATULATIONS 0.380 0.010 0.065 0.355
-score CONSOLIDATE_DEBT 0.977 0.453 1.398 1.021
-score CREDIT_CARD 0.022 0.734 1.866 0.375
-score CUM_SHOT 0.173 1.519 0.062 0.281
-score DATE_IN_FUTURE_03_06 1.417 0.015 0.390 0.002
-score DATE_IN_FUTURE_06_12 1.026 1.188 3.847 0.059
-score DATE_IN_FUTURE_12_24 2.163 2.386 3.643 4.079
-score DATE_IN_FUTURE_24_48 1.811 1.964 5.133 2.005
-score DATE_IN_FUTURE_48_96 2.062 2.224 3.175 1.730
-score DATE_IN_FUTURE_96_XX 1.604 1.550 2.626 1.403
-score DATE_IN_PAST_03_06 0.021 0.000 0.328 0.306
-score DATE_IN_PAST_06_12 0.013 0.168 0.190 0.846
-score DATE_IN_PAST_12_24 0.067 0.000 0.474 0.001
-score DATE_IN_PAST_24_48 0.151 0.242 0.706 0.001
-score DATE_IN_PAST_48_96 0.055 0.280 0.656 1.412
-score DATE_IN_PAST_96_XX 0.786 1.241 2.140 1.463
-score DATE_SPAMWARE_Y2K 2.888 2.688 0.001 0.004
-score DEAR_FRIEND 0.150 0.892 1.867 0.008
-score DEAR_SOMETHING 1.232 0.672 3.091 1.253
-score DEEP_DISC_MEDS 2.480 0.920 7.053 0.521
-score DIET_1 0.487 0.409 0.453 0.001
-score DIET_2 0.273 0.397 1.966 0.388
-score DIET_3 1.696 1.125 0.124 0.484
-score DIRECT_EMAIL 0.000 0.169 0.001 0.001
-score DISGUISE_PORN 1.415 1.632 1.589 1.141
-score DOMAIN_4U2 1.574 0.456 6.353 2.067
-score DOMAIN_RATIO 2.251 0.905 4.897 2.096
-score DO_IT_TODAY 0.040 0.495 0.062 0.653
-score DRUGS_ANXIETY 2.250 0.000 0.780 1.180
-score DRUGS_ANXIETY_EREC 0.000 0.000 0.001 0.022
-score DRUGS_ANXIETY_OBFU 3.440 3.781 6.795 1.498
-score DRUGS_DEPRESSION 0.000 0.000 0.001 0.226
-score DRUGS_DEPR_EREC 0.000 0.000 3.134 0.285
-score DRUGS_DIET 0.034 1.585 0.012 0.381
-score DRUGS_DIET_EREC 0.000 0.028 0.001 0.296
-score DRUGS_DIET_OBFU 2.406 0.767 3.465 0.741
-score DRUGS_DIET_PAIN 0.000 1.159 2.260 0.357
-score DRUGS_ERECTILE 0.780 0.008 0.390 0.096
-score DRUGS_ERECTILE_OBFU 2.133 0.740 4.826 1.605
-score DRUGS_MANYKINDS 0.008 2.242 1.663 0.985
-score DRUGS_MUSCLE 0.085 0.326 0.001 0.001
-score DRUGS_PAIN 2.880 0.244 7.497 0.200
-score DRUGS_PAIN_EREC 0.000 0.000 3.035 0.550
-score DRUGS_PAIN_OBFU 3.131 2.188 3.598 3.548
-score DRUGS_SLEEP 0.502 0.205 4.974 0.892
-score DRUGS_SLEEP_EREC 3.105 2.229 0.192 0.844
-score DRUGS_SMEAR1 0.710 1.256 0.585 0.344
-score DRUG_DOSAGE 0.517 0.260 1.011 0.472
-score DRUG_ED_CAPS 0.017 0.718 1.153 0.001
-score DRUG_ED_COMBO 1.200 0.590 1.200 1.200
-score DRUG_ED_GENERIC 1.379 1.161 3.124 0.357
-score DRUG_ED_ONLINE 0.315 2.002 0.704 0.239
-score DRUG_ED_SILD 1.191 0.561 2.294 0.608
-score EARN_MONEY 0.000 0.011 0.024 1.155
-score EARN_PER_WEEK 1.352 1.530 1.352 1.352
-score EMAIL_ROT13 2.477 0.979 3.357 1.215
-score ENGLISH_UCE_SUBJECT 1.678 0.368 4.166 1.249
-score ENTITY_DEC_ALPHANUM 0.035 0.000 2.687 0.120
-score ENTITY_DEC_OTHER 0.000 0.000 0.001 0.001
-score ENTITY_DEC_SPACE 0.000 0.000 0.001 0.001
-score EXCUSE_1 0.000 0.013 0.001 0.001
-score EXCUSE_10 0.011 0.384 0.875 0.636
-score EXCUSE_11 0.062 0.000 0.001 0.127
-score EXCUSE_12 0.139 0.000 5.334 1.056
-score EXCUSE_15 0.000 0.002 0.001 0.001
-score EXCUSE_19 0.002 0.132 0.001 0.002
-score EXCUSE_23 1.920 1.666 3.294 0.008
-score EXCUSE_24 1.545 1.412 0.684 0.091
-score EXCUSE_3 0.000 0.037 0.001 0.001
-score EXCUSE_4 1.328 1.687 2.816 0.473
-score EXCUSE_6 1.012 0.453 3.279 0.672
-score EXCUSE_7 0.000 0.038 0.011 0.955
-score EXCUSE_REMOVE 0.032 0.000 0.196 0.279
-score EXTRA_CASH 0.236 1.009 0.416 0.606
-score EXTRA_MPART_TYPE 0.000 0.057 0.001 0.001
-score FAKED_UNDISC_RECIPS 0.978 0.259 1.795 0.002
-score FAKE_HELO_EUDORAMAIL 1.486 0.157 2.841 0.450
-score FAKE_HELO_EXCITE 1.840 2.017 1.970 0.242
-score FAKE_HELO_LYCOS 1.410 1.581 1.410 1.410
-score FAKE_HELO_MAIL_COM 1.100 1.715 2.378 0.406
-score FAKE_HELO_MAIL_COM_DOM 1.920 2.077 3.935 0.222
-score FAKE_HELO_MSN 1.167 0.561 2.244 0.613
-score FAKE_HELO_YAHOO_CA 1.151 0.237 1.151 1.151
-score FAKE_OUTBLAZE_RCVD 2.400 2.591 2.502 0.950
-score FIND_ANYTHING 0.000 0.653 0.001 0.001
-score FIN_FREE 0.826 0.029 0.050 0.001
-score FORGED_AOL_HTML 0.000 0.000 3.226 0.417
-score FORGED_AOL_TAGS 2.035 0.912 2.428 0.171
-score FORGED_EUDORAMAIL_RCVD 1.531 0.514 1.541 0.303
-score FORGED_HOTMAIL_RCVD 2.131 1.970 5.107 1.148
-score FORGED_HOTMAIL_RCVD2 1.128 0.828 1.983 1.604
-score FORGED_IMS_HTML 0.146 1.504 2.666 0.442
-score FORGED_IMS_TAGS 1.955 1.621 1.329 0.039
-score FORGED_JUNO_RCVD 1.685 1.965 1.684 0.765
-score FORGED_MUA_AOL_FROM 0.986 1.375 6.340 1.044
-score FORGED_MUA_EUDORA 0.093 0.117 0.061 0.001
-score FORGED_MUA_IMS 0.850 1.438 2.162 0.563
-score FORGED_MUA_MOZILLA 1.765 2.276 4.479 0.951
-score FORGED_MUA_OIMO 2.193 1.360 2.178 1.015
-score FORGED_MUA_OUTLOOK 3.096 3.047 6.465 1.298
-score FORGED_MUA_THEBAT_BOUN 2.417 1.117 3.565 3.079
-score FORGED_MUA_THEBAT_CS 1.307 0.242 4.365 3.410
-score FORGED_OUTLOOK_HTML 0.006 0.014 4.911 0.001
-score FORGED_OUTLOOK_TAGS 0.003 0.000 4.162 0.443
-score FORGED_QUALCOMM_TAGS 0.000 0.959 1.156 0.371
-score FORGED_RCVD_HELO 0.010 0.048 0.001 0.003
-score FORGED_RCVD_NET_HELO 0.035 0.023 3.574 1.027
-score FORGED_TELESP_RCVD 1.448 0.687 1.448 1.448
-score FORGED_THEBAT_HTML 2.274 0.857 0.010 0.001
-score FORGED_YAHOO_RCVD 1.888 2.083 1.970 0.321
-score FORWARD_LOOKING 1.840 2.059 4.379 0.603
-score FOR_FREE 0.049 0.000 0.113 0.527
-score FREE_ACCESS 0.039 0.000 4.136 0.310
-score FREE_MEMBERSHIP 0.764 1.156 1.202 0.357
-score FREE_PORN 0.709 0.005 2.218 1.147
-score FREE_PREVIEW 1.711 0.267 1.711 1.711
-score FREE_QUOTE_INSTANT 0.472 1.215 0.838 0.600
-score FREE_SAMPLE 0.074 0.203 0.629 0.613
-score FREE_TRIAL 0.040 0.000 0.011 0.001
-score FROM_ALL_NUMS 2.240 2.042 6.409 0.920
-score FROM_AND_TO_SAME 0.000 0.363 0.001 0.001
-score FROM_ENDS_IN_NUMS 0.427 0.574 0.748 0.675
-score FROM_HAS_MIXED_NUMS 0.043 0.239 0.967 0.001
-score FROM_HAS_MIXED_NUMS3 1.092 1.192 2.193 1.782
-score FROM_HAS_ULINE_NUMS 0.098 0.371 0.001 0.195
-score FROM_ILLEGAL_CHARS 0.220 0.262 0.001 0.017
-score FROM_NONSENDING_DOMAIN 1.437 0.828 1.273 0.356
-score FROM_NO_LOWER 0.674 1.204 1.583 1.964
-score FROM_NO_USER 1.314 0.571 5.086 0.339
-score FROM_NUM_AT_WEBMAIL 0.928 0.484 1.985 0.260
-score FROM_OFFERS 1.836 1.028 1.405 0.595
-score FROM_STARTS_WITH_NUMS 1.312 1.527 2.132 0.195
-score FROM_WEBMAIL_END_NUMS6 0.092 0.131 0.371 1.208
-score FRONTPAGE 0.279 0.670 1.256 1.977
-score FULL_REFUND 0.933 1.073 1.498 0.098
-score GAPPY_SUBJECT 1.457 1.470 1.955 1.429
-score GET_PAID 1.468 1.547 6.762 0.726
-score GUARANTEED_100_PERCENT 0.805 0.422 0.001 0.001
-score GUARANTEED_STUFF 0.359 0.327 0.008 0.061
-score HAIR_LOSS 1.377 2.415 1.747 0.047
-score HARDCORE_PORN 0.301 0.661 2.297 0.135
-score HDR_ORDER_MTSRIX 0.936 0.954 1.511 0.479
-score HDR_ORDER_TRIMRS 2.320 2.526 4.143 0.179
-score HEADER_COUNT_CTYPE 1.225 1.608 1.225 1.225
-score HEAD_ILLEGAL_CHARS 1.054 2.022 1.446 1.453
-score HELO_DYNAMIC_ADELPHIA 2.178 1.788 1.368 0.768
-score HELO_DYNAMIC_ATTBI 3.172 3.506 3.759 0.961
-score HELO_DYNAMIC_CHELLO_NL 1.284 0.000 1.485 0.128
-score HELO_DYNAMIC_CHELLO_NO 1.273 0.176 0.605 0.497
-score HELO_DYNAMIC_COMCAST 3.040 3.370 7.014 1.404
-score HELO_DYNAMIC_DHCP 1.710 0.551 3.804 0.663
-score HELO_DYNAMIC_DIALIN 2.320 0.312 1.459 0.350
-score HELO_DYNAMIC_HCC 2.635 1.875 3.985 0.510
-score HELO_DYNAMIC_HEXIP 1.694 0.966 1.108 0.286
-score HELO_DYNAMIC_HOME_NL 1.677 0.693 1.810 0.380
-score HELO_DYNAMIC_IPADDR 3.520 2.649 6.793 1.707
-score HELO_DYNAMIC_IPADDR2 3.280 0.901 6.061 0.216
-score HELO_DYNAMIC_NTL 1.267 0.580 0.406 0.097
-score HELO_DYNAMIC_OOL 3.120 1.852 3.413 0.810
-score HELO_DYNAMIC_ROGERS 1.139 0.599 2.774 0.279
-score HELO_DYNAMIC_RR2 2.065 1.628 2.652 0.054
-score HELO_DYNAMIC_SPLIT_IP 2.616 0.791 0.791 0.782
-score HELO_DYNAMIC_VELOX 1.668 1.861 1.155 0.110
-score HELO_DYNAMIC_VTR 1.930 0.852 1.395 0.657
-score HELO_DYNAMIC_YAHOOBB 2.800 2.059 2.961 0.553
-score HG_HORMONE 1.924 1.036 3.540 0.293
-score HIDDEN_CHARGES 0.034 1.084 0.034 0.034
-score HIDE_WIN_STATUS 0.006 0.000 0.685 0.428
-score HOT_NASTY 0.306 0.636 1.343 0.902
-score HTML_00_10 1.046 0.493 0.836 0.768
-score HTML_10_20 1.133 0.311 1.367 0.001
-score HTML_20_30 1.044 0.599 1.222 0.450
-score HTML_30_40 0.744 0.195 0.030 0.288
-score HTML_40_50 0.438 0.161 0.139 0.020
-score HTML_50_60 0.893 0.129 0.328 0.236
-score HTML_60_70 0.516 0.067 0.056 0.155
-score HTML_70_80 0.006 0.000 0.001 0.003
-score HTML_80_90 0.003 0.000 0.018 0.003
-score HTML_90_100 0.010 0.413 0.010 0.007
-score HTML_ATTR_BAD 0.018 0.324 1.675 0.431
-score HTML_ATTR_UNIQUE 0.422 1.139 0.003 0.344
-score HTML_BACKHAIR_1 0.027 0.000 0.024 0.083
-score HTML_BACKHAIR_2 0.009 0.000 0.001 0.006
-score HTML_BACKHAIR_4 0.002 0.000 0.001 0.001
-score HTML_BACKHAIR_8 0.618 0.872 0.447 0.957
-score HTML_BADTAG_00_10 0.000 0.000 0.001 0.001
-score HTML_BADTAG_10_20 0.087 0.000 0.014 1.130
-score HTML_BADTAG_20_30 0.000 0.948 0.089 0.657
-score HTML_BADTAG_30_40 0.000 0.827 0.398 0.404
-score HTML_BADTAG_40_50 0.100 0.000 2.750 0.506
-score HTML_BADTAG_50_60 1.553 0.705 0.189 0.512
-score HTML_BADTAG_60_70 1.473 0.112 1.824 0.735
-score HTML_BADTAG_70_80 1.673 1.197 0.502 0.067
-score HTML_BADTAG_80_90 1.773 1.067 0.169 0.017
-score HTML_BADTAG_90_100 0.175 0.459 2.334 1.011
-score HTML_COMMENT_SAVED_URL 0.315 0.152 0.596 1.711
-score HTML_COMMENT_SHORT 0.062 0.451 0.001 0.509
-score HTML_COMMENT_SHOUTING 0.000 0.000 0.001 0.207
-score HTML_CONVERTED 0.227 0.531 2.029 0.446
-score HTML_EMBEDS 0.000 0.123 0.049 0.170
-score HTML_EVENT 0.000 0.000 0.001 0.001
-score HTML_EVENT_UNSAFE 0.000 0.000 0.001 0.001
-score HTML_FONT_BIG 0.000 0.163 0.027 0.278
-score HTML_FONT_FACE_BAD 0.000 0.027 0.046 0.138
-score HTML_FONT_FACE_CAPS 0.099 0.820 1.120 1.133
-score HTML_FONT_INVISIBLE 0.000 0.109 0.014 0.001
-score HTML_FONT_LOW_CONTRAST 0.592 1.029 0.606 1.966
-score HTML_FONT_SIZE_HUGE 1.807 1.058 3.129 0.387
-score HTML_FONT_SIZE_LARGE 1.068 0.642 4.384 1.339
-score HTML_FONT_SIZE_NONE 0.000 0.012 1.342 0.553
-score HTML_FONT_SIZE_TINY 0.000 0.738 0.002 0.318
-score HTML_FONT_TINY 1.558 0.490 0.002 0.717
-score HTML_FORMACTION_MAILTO 1.823 2.099 3.298 0.565
-score HTML_IMAGE_ONLY_04 3.080 3.043 5.836 1.701
-score HTML_IMAGE_ONLY_08 2.184 1.649 3.603 3.719
-score HTML_IMAGE_ONLY_12 2.133 1.390 3.291 2.338
-score HTML_IMAGE_ONLY_16 1.415 1.269 1.553 0.038
-score HTML_IMAGE_ONLY_20 1.248 0.705 0.945 1.525
-score HTML_IMAGE_ONLY_24 0.703 0.749 0.004 0.001
-score HTML_IMAGE_RATIO_02 1.437 0.001 1.029 0.001
-score HTML_IMAGE_RATIO_04 0.660 0.207 0.879 0.158
-score HTML_IMAGE_RATIO_06 0.171 0.000 0.021 0.001
-score HTML_IMAGE_RATIO_08 0.007 0.011 0.708 0.001
-score HTML_IMAGE_RATIO_10 0.013 0.000 0.023 0.001
-score HTML_IMAGE_RATIO_12 0.029 0.018 0.002 0.001
-score HTML_IMAGE_RATIO_14 0.000 0.000 0.001 0.001
-score HTML_JAVASCRIPT 0.000 0.000 0.001 0.001
-score HTML_LINK_CLICK_CAPS 0.005 0.000 0.001 0.054
-score HTML_LINK_CLICK_HERE 0.014 0.000 0.001 0.002
-score HTML_LINK_PUSH_HERE 1.048 0.400 4.214 0.575
-score HTML_MIME_NO_HTML_TAG 0.000 0.197 1.940 2.800
-score HTML_MISSING_CTYPE 1.173 0.326 4.998 0.984
-score HTML_NONELEMENT_00_10 0.000 0.000 0.001 0.001
-score HTML_NONELEMENT_10_20 0.002 0.000 0.001 0.001
-score HTML_NONELEMENT_20_30 0.202 0.070 0.001 1.251
-score HTML_NONELEMENT_30_40 0.000 0.002 0.016 0.270
-score HTML_NONELEMENT_40_50 0.002 0.000 0.001 0.011
-score HTML_NONELEMENT_50_60 0.000 0.000 0.001 0.539
-score HTML_NONELEMENT_60_70 0.281 0.719 3.217 0.823
-score HTML_NONELEMENT_70_80 0.305 0.426 2.951 0.702
-score HTML_NONELEMENT_80_90 0.041 0.555 1.456 0.651
-score HTML_NONELEMENT_90_100 1.356 0.886 4.208 0.689
-score HTML_OBFUSCATE_05_10 0.317 0.303 0.051 0.001
-score HTML_OBFUSCATE_10_20 0.896 0.492 4.607 1.163
-score HTML_OBFUSCATE_20_30 1.083 0.385 0.026 0.175
-score HTML_OBFUSCATE_30_40 2.544 2.331 2.622 0.943
-score HTML_OBFUSCATE_40_50 2.488 1.628 2.719 0.366
-score HTML_OBFUSCATE_50_60 2.524 1.002 4.312 0.718
-score HTML_OBFUSCATE_60_70 2.224 0.962 0.342 0.365
-score HTML_OBFUSCATE_70_80 2.093 0.777 1.533 0.037
-score HTML_OBFUSCATE_80_90 1.521 0.854 1.226 0.281
-score HTML_OBFUSCATE_90_100 1.355 0.371 0.288 0.464
-score HTML_SHORT_CENTER 2.543 0.030 3.942 0.417
-score HTML_SHORT_COMMENT 0.175 1.743 0.237 0.544
-score HTML_SHORT_LENGTH 0.316 0.629 1.327 0.864
-score HTML_SHOUTING3 0.033 0.000 0.007 0.154
-score HTML_SHOUTING4 0.002 0.000 0.004 1.588
-score HTML_SHOUTING5 0.067 0.000 3.299 0.533
-score HTML_SHOUTING6 0.004 0.179 0.001 0.123
-score HTML_SHOUTING7 0.346 0.458 1.036 0.274
-score HTML_SHOUTING9 0.000 0.240 4.004 0.543
-score HTML_TABLE_THICK_BORD 0.000 0.013 0.001 0.001
-score HTML_TAG_BALANCE_BODY 0.008 0.491 0.318 0.196
-score HTML_TAG_BALANCE_HEAD 0.003 0.773 0.001 0.153
-score HTML_TAG_BALANCE_HTML 0.024 0.000 0.042 0.001
-score HTML_TAG_EXIST_MARQUEE 2.114 1.450 5.007 0.234
-score HTML_TAG_EXIST_PARAM 0.000 0.007 0.049 0.082
-score HTML_TAG_EXIST_TBODY 0.833 0.155 0.239 0.013
-score HTML_TEXT_AFTER_BODY 0.136 0.037 0.315 0.001
-score HTML_TEXT_AFTER_HTML 0.022 0.011 0.247 0.001
-score HTML_TITLE_EMPTY 0.004 0.039 0.010 0.001
-score HTML_TITLE_EXTRA 0.000 0.000 0.001 0.146
-score HTML_TITLE_UNTITLED 0.125 0.256 0.188 0.184
-score HTML_WEB_BUGS 0.369 0.037 0.001 0.001
-score HTML_WIN_OPEN 0.000 0.000 0.001 0.001
-score HTTP_77 1.479 0.045 0.206 0.418
-score HTTP_CTRL_CHARS_HOST 1.440 1.608 1.440 1.440
-score HTTP_ESCAPED_HOST 0.022 0.150 0.001 0.005
-score HTTP_EXCESSIVE_ESCAPES 0.054 0.780 0.001 0.576
-score HTTP_WITH_EMAIL_IN_URL 0.000 0.000 0.001 0.001
-score IMPOTENCE 0.059 0.462 0.001 0.420
-score INFO_TLD 1.527 0.517 0.775 0.125
-score INITIAL_INVEST 0.521 0.181 0.521 0.521
-score INVALID_DATE 0.004 0.339 0.542 1.645
-score INVALID_DATE_TZ_ABSURD 0.264 0.000 4.238 1.251
-score INVALID_MSGID 1.080 1.489 0.863 1.142
-score INVALID_TZ_CST 0.735 0.712 1.997 0.510
-score INVALID_TZ_EST 1.469 2.297 2.955 0.910
-score INVALID_TZ_GMT 1.462 0.788 1.548 0.505
-score IP_LINK_PLUS 0.072 0.222 0.015 1.312
-score ITS_LEGAL 0.088 1.109 2.944 0.444
-score JAVASCRIPT_URI 0.000 0.000 0.001 0.001
-score JOIN_MILLIONS 0.022 0.386 0.855 0.301
-score JS_FROMCHARCODE 1.437 0.800 1.437 1.437
-score KOREAN_UCE_SUBJECT 2.320 2.655 5.635 1.800
-score LIMITED_TIME_ONLY 0.020 0.000 0.001 0.001
-score LINES_OF_YELLING 0.000 0.004 0.001 0.051
-score LINES_OF_YELLING_2 0.001 0.004 0.001 0.001
-score LINES_OF_YELLING_3 0.002 0.004 0.001 0.389
-score LINK_TO_NO_SCHEME 0.000 0.000 0.001 0.073
-score LIVE_PORN 0.146 0.466 0.146 0.146
-score LONGWORDS 2.514 2.354 4.552 4.006
-score LOTS_OF_STUFF 0.443 0.005 0.001 0.038
-score LOW_INTEREST 0.000 0.000 0.001 0.001
-score LOW_PAYMENT 0.000 0.000 0.161 0.555
-score LOW_PRICE 0.510 0.000 0.988 0.001
-score MAILTO_SUBJ_REMOVE 0.906 0.000 1.519 0.414
-score MAILTO_TO_REMOVE 0.821 0.000 0.536 1.260
-score MAILTO_TO_SPAM_ADDR 0.000 0.000 0.018 0.280
-score MAILTO_WITH_SUBJ 0.012 0.000 0.010 0.001
-score MAIL_IN_ORDER_FORM 1.398 0.433 1.398 1.398
-score MANY_EXCLAMATIONS 0.156 0.007 0.315 0.001
-score MARKETING_PARTNERS 1.887 0.754 1.664 1.197
-score MEET_SINGLES 1.680 0.001 3.797 0.053
-score MICRO_CAP_WARNING 1.520 0.367 1.520 1.520
-score MILLION_EMAIL 0.446 0.010 0.834 0.067
-score MILLION_USD 1.157 0.954 0.841 0.481
-score MIME_BASE64_BLANKS 0.585 0.863 2.022 0.565
-score MIME_BASE64_ILLEGAL 0.000 0.000 1.028 0.933
-score MIME_BASE64_LATIN 0.000 0.007 0.001 0.001
-score MIME_BASE64_NO_NAME 0.025 0.007 0.025 0.025
-score MIME_BASE64_TEXT 1.528 0.397 1.903 0.890
-score MIME_BOUND_DASH_DIGIT 0.000 0.000 0.001 0.001
-score MIME_BOUND_DD_DIGITS 3.600 4.230 8.610 2.784
-score MIME_BOUND_DIGITS_15 2.326 3.149 3.787 0.618
-score MIME_BOUND_MANY_HEX 2.000 2.350 8.319 2.239
-score MIME_BOUND_NEXTPART 0.285 0.099 0.909 0.690
-score MIME_BOUND_RKFINDY 2.080 2.355 2.331 0.546
-score MIME_HEADER_CTYPE_ONLY 0.280 0.483 0.001 0.002
-score MIME_HTML_MOSTLY 1.591 0.141 2.151 1.178
-score MIME_HTML_NO_CHARSET 0.000 0.008 0.001 0.006
-score MIME_HTML_ONLY 0.884 1.247 1.140 0.999
-score MIME_HTML_ONLY_MULTI 0.000 0.000 3.629 2.207
-score MIME_MISSING_BOUNDARY 0.000 0.143 1.354 1.992
-score MIME_QP_DEFICIENT 0.020 0.000 0.001 0.262
-score MIME_QP_EXCESSIVE 0.000 0.000 0.023 0.001
-score MIME_QP_LONG_LINE 0.027 0.045 0.001 0.001
-score MISSING_DATE 0.002 0.026 0.001 0.001
-score MISSING_HEADERS 0.000 0.000 2.113 1.797
-score MISSING_MIMEOLE 0.136 0.000 1.680 1.829
-score MISSING_OUTLOOK_NAME 0.000 0.000 0.001 0.012
-score MISSING_SUBJECT 1.797 1.406 1.425 1.160
-score ML_MARKETING 0.001 0.000 2.371 0.982
-score MONEY_BACK 0.852 0.040 0.001 0.001
-score MORE_SEX 2.240 1.793 0.001 0.001
-score MORTGAGE_BEST 0.859 0.871 1.007 0.272
-score MORTGAGE_PITCH 0.207 0.000 0.059 0.504
-score MORTGAGE_RATES 0.000 0.525 1.263 0.988
-score MPART_ALT_DIFF 1.319 1.724 2.451 1.484
-score MSGID_DOLLARS 3.040 3.201 2.456 1.889
-score MSGID_FROM_MTA_HEADER 0.072 0.028 0.252 0.946
-score MSGID_FROM_MTA_HOTMAIL 1.600 1.796 1.600 1.600
-score MSGID_FROM_MTA_ID 1.516 1.762 4.464 2.428
-score MSGID_NO_HOST 0.238 0.000 0.230 0.163
-score MSGID_OUTLOOK_INVALID 1.996 2.323 6.442 0.924
-score MSGID_RANDY 1.922 1.759 1.867 0.740
-score MSGID_SPAM_99X9XX99 1.125 0.529 0.716 0.026
-score MSGID_SPAM_ALPHA_NUM 2.640 2.844 4.759 1.970
-score MSGID_SPAM_CAPS 3.520 3.069 6.845 1.916
-score MSGID_SPAM_LETTERS 2.960 2.812 7.941 2.966
-score MSGID_SPAM_ZEROES 1.539 1.382 0.976 0.397
-score MSGID_YAHOO_CAPS 2.112 0.727 0.869 0.273
-score MULTI_FORGED 1.509 0.552 0.558 0.550
-score NASTY_GIRLS 0.244 0.430 1.852 0.288
-score NA_DOLLARS 2.080 2.226 7.734 1.728
-score NIGERIAN_BODY1 2.426 2.914 6.585 2.524
-score NIGERIAN_BODY2 2.039 0.650 1.366 1.613
-score NIGERIAN_BODY3 0.344 1.399 2.252 0.410
-score NIGERIAN_BODY4 1.827 1.204 2.069 0.506
-score NIGERIAN_SUBJECT2 1.348 1.699 1.348 1.348
-score NORMAL_HTTP_TO_IP 0.354 0.115 0.474 0.001
-score NOT_ADVISOR 2.160 2.446 3.324 0.559
-score NO_COST 0.223 0.007 0.345 0.008
-score NO_CREDIT_CHECK 0.000 0.001 0.850 0.042
-score NO_DISAPPOINTMENT 0.000 1.404 0.001 0.001
-score NO_EXPERIENCE 0.000 0.000 0.001 0.246
-score NO_FEE 0.000 0.000 0.061 0.438
-score NO_FORMS 1.607 0.999 4.530 0.306
-score NO_MEDICAL 1.440 1.421 1.440 1.440
-score NO_OBLIGATION 0.709 0.468 1.173 0.356
-score NO_PURCHASE 0.000 0.000 0.001 0.001
-score NO_QS_ASKED 0.103 0.892 2.297 0.505
-score NO_RDNS_DOTCOM_HELO 0.025 0.031 0.001 0.001
-score NO_REAL_NAME 0.128 0.028 0.003 0.243
-score NUMERIC_HTTP_ADDR 1.545 1.348 4.029 0.655
-score OBFUSCATING_COMMENT 1.297 1.197 4.434 1.153
-score OBSCURED_EMAIL 2.513 3.196 2.134 1.630
-score OFFSHORE_SCAM 0.000 0.538 3.099 0.840
-score ONE_TIME 0.003 0.000 0.001 0.001
-score ONE_TIME_MAILING 0.000 0.000 0.031 0.001
-score ONLINE_PHARMACY 2.405 0.208 2.593 0.319
-score OPTING_OUT 0.191 0.548 0.689 0.933
-score OPTING_OUT_CAPS 0.290 0.051 0.143 0.625
-score ORDER_NOW 0.022 0.000 0.051 0.001
-score PERCENT_RANDOM 1.881 2.247 3.796 0.723
-score PLING_PLING 0.248 0.357 0.300 0.085
-score PLING_QUERY 0.449 1.146 0.382 0.513
-score PORN_15 1.656 1.949 3.084 0.369
-score PORN_16 0.454 0.717 2.074 0.228
-score PORN_CELEBRITY 0.772 1.539 0.772 0.772
-score PORN_URL_MISC 1.322 0.684 6.988 0.371
-score PORN_URL_SEX 1.461 1.289 0.405 0.001
-score PORN_URL_SLUT 1.079 0.915 1.007 0.165
-score PREST_NON_ACCREDITED 1.457 1.066 1.457 1.457
-score PRIORITY_NO_NAME 1.516 1.188 2.195 1.254
-score RATWARE_EGROUPS 2.205 0.764 2.301 0.070
-score RATWARE_GECKO_BUILD 0.469 0.749 2.090 0.423
-score RATWARE_HASH_2 0.005 0.000 0.008 0.139
-score RATWARE_HASH_2_V2 1.553 1.074 0.008 0.072
-score RATWARE_HASH_DASH 0.280 0.071 1.129 0.168
-score RATWARE_MOZ_MALFORMED 0.925 1.240 0.628 0.408
-score RATWARE_NETIP 1.742 0.786 0.640 0.170
-score RATWARE_OE_MALFORMED 2.014 2.327 1.942 0.833
-score RATWARE_RCVD_AT 2.560 1.116 1.628 1.014
-score RATWARE_RCVD_LC_ESMTP 1.755 1.258 5.934 0.197
-score RATWARE_RCVD_PF 2.880 3.384 7.796 5.184
-score RATWARE_STORM_URI 2.000 2.350 4.915 0.952
-score RATWARE_ZERO_TZ 3.022 1.923 4.070 0.407
-score RCVD_AM_PM 1.496 0.974 2.197 0.180
-score RCVD_BONUS_SPC_DATE 1.191 0.718 1.191 1.191
-score RCVD_BY_IP 0.038 0.040 0.001 0.701
-score RCVD_DOUBLE_IP_LOOSE 0.093 0.007 0.001 0.005
-score RCVD_DOUBLE_IP_SPAM 3.520 3.906 6.781 1.863
-score RCVD_FAKE_HELO_DOTCOM 0.685 0.046 1.721 1.803
-score RCVD_HELO_IP_MISMATCH 1.811 0.947 1.714 0.001
-score RCVD_ILLEGAL_IP 1.439 1.387 5.037 1.704
-score RCVD_NUMERIC_HELO 1.014 1.645 3.320 3.382
-score RECEIVE_OFFER 0.895 0.895 0.002 0.001
-score REFINANCE_NOW 0.936 0.006 0.515 0.310
-score REFINANCE_YOUR_HOME 1.227 0.597 1.919 0.289
-score REMOVE_FROM_LIST 0.000 0.043 0.001 0.001
-score REMOVE_PAGE 0.161 0.501 0.001 0.001
-score REMOVE_POSTAL 1.520 1.496 1.520 1.520
-score REPLY_TO_EMPTY 1.280 1.503 1.280 1.280
-score REPLY_TO_ULINE_NUMS 0.000 0.000 3.853 0.647
-score RESISTANCE_IS_FUTILE 1.520 1.786 4.389 0.689
-score REVERSE_AGING 1.492 1.503 0.001 0.200
-score RICH 0.000 0.211 0.009 0.001
-score RISK_FREE 0.027 0.393 0.001 0.004
-score ROUND_THE_WORLD_LOCAL 1.511 0.227 5.036 0.455
-score SATIS_GUAR 0.778 0.001 0.001 0.001
-score SAVE_MONEY 0.000 0.000 0.001 0.001
-score SAVE_THOUSANDS 1.053 1.428 1.090 0.001
-score SAVE_UP_TO 0.000 0.000 0.001 0.001
-score SAVINGS 0.001 0.000 0.519 0.226
-score SEDUCTION 1.464 1.677 2.670 0.032
-score SEE_FOR_YOURSELF 0.388 0.185 0.195 0.600
-score SELECTED_YOU 1.597 1.684 4.078 0.298
-score SENT_IN_COMPLIANCE 1.520 1.696 0.511 0.294
-score SOMETHING_FOR_ADULTS 0.826 1.543 1.987 0.537
-score SOME_BREAKTHROUGH 0.715 1.853 2.302 0.580
-score SORTED_RECIPS 0.693 0.942 4.380 2.266
-score START_NOW_CAPS 1.272 1.435 1.272 1.272
-score STOCK_ALERT 2.112 1.716 3.786 0.530
-score STOCK_PICK 0.052 0.118 0.052 0.052
-score STRONG_BUY 2.880 3.384 7.469 0.857
-score SUBJECT_DIET 0.289 0.484 0.001 0.542
-score SUBJECT_DRUG_GAP_C 1.523 1.749 0.612 0.723
-score SUBJECT_DRUG_GAP_L 2.002 2.726 1.459 0.124
-score SUBJECT_DRUG_GAP_P 1.020 0.834 2.612 0.829
-score SUBJECT_DRUG_GAP_S 1.863 1.180 3.770 0.764
-score SUBJECT_DRUG_GAP_VA 1.468 1.548 0.780 0.321
-score SUBJECT_DRUG_GAP_VIA 2.351 0.299 3.431 0.642
-score SUBJECT_DRUG_GAP_VIC 2.489 2.854 1.430 0.579
-score SUBJECT_DRUG_GAP_X 2.552 2.120 0.647 0.543
-score SUBJECT_SEXUAL 2.160 2.538 7.272 2.760
-score SUBJ_2_CREDIT 0.000 0.444 0.269 0.463
-score SUBJ_2_NUM_PARENS 0.538 0.744 1.391 0.324
-score SUBJ_ALL_CAPS 0.522 0.203 0.176 1.655
-score SUBJ_AS_SEEN 1.188 1.624 0.822 0.154
-score SUBJ_BUY 0.344 0.278 0.261 0.306
-score SUBJ_DOLLARS 1.993 0.987 0.384 0.008
-score SUBJ_FOR_ONLY 0.984 1.219 2.286 0.136
-score SUBJ_FREE_CAP 0.176 0.009 0.040 0.001
-score SUBJ_GUARANTEED 1.703 1.274 3.195 0.535
-score SUBJ_HAS_SPACES 1.763 0.698 6.829 1.684
-score SUBJ_HAS_UNIQ_ID 0.520 1.184 0.058 1.273
-score SUBJ_ILLEGAL_CHARS 2.810 2.613 0.205 0.873
-score SUBJ_LIFE_INSURANCE 1.791 2.038 2.839 0.378
-score SUBJ_YOUR_DEBT 1.760 1.982 1.431 1.608
-score SUBJ_YOUR_FAMILY 1.644 0.000 3.439 0.248
-score SUBJ_YOUR_OWN 0.876 1.313 1.125 0.289
-score SUB_FREE_OFFER 0.116 0.015 0.074 0.001
-score SUB_HELLO 1.409 1.251 2.936 1.203
-score SUSPICIOUS_RECIPS 1.161 1.205 2.625 1.697
-score TARGETED 0 0.834 0.001 0.001
-score TERRA_ES 0.003 1.786 0.740 0.625
-score THE_BEST_RATE 0.049 0.892 0.027 0.003
-score TO_ADDRESS_EQ_REAL 0.000 0.335 0.001 0.001
-score TO_MALFORMED 1.022 2.213 3.055 0.982
-score TO_NO_USER 0.377 0.159 0.001 0.096
-score TRACKER_ID 1.373 1.247 1.482 1.832
-score UNCLAIMED_MONEY 0.903 1.628 5.334 0.895
-score UNDISC_RECIPS 1.188 1.485 0.809 2.090
-score UNIQUE_WORDS 2.791 2.500 3.987 1.612
-score UNIVERSITY_DIPLOMAS 2.052 0.644 0.114 0.173
-score UNRESOLVED_TEMPLATE 1.409 0.748 3.836 0.719
-score UPPERCASE_25_50 0.200 0.063 0.041 0.260
-score UPPERCASE_50_75 0.446 1.086 2.246 0.867
-score UPPERCASE_75_100 0.014 0.766 1.521 0.598
-score URG_BIZ 0.005 0.129 1.445 0.110
-score URI_4YOU 1.053 1.972 0.097 0.297
-score URI_AFFILIATE 1.894 0.090 1.637 1.881
-score URI_IS_POUND 0.000 0.326 0.001 0.001
-score URI_LONG_HOSTNAME 0.000 0.000 5.980 0.366
-score URI_OFFERS 0.805 0.294 0.002 0.819
-score URI_REDIRECTOR 0.000 0.000 0.013 0.001
-score USERPASS 0.191 0.255 0.213 1.608
-score US_DOLLARS_2 0.000 0.020 0.009 0.682
-score US_DOLLARS_3 0.525 0.261 0.096 0.312
-score VIA_GAP_GRA 2.800 3.056 6.177 0.035
-score WEIRD_PORT 0.097 0.016 0.637 0.507
-score WEIRD_QUOTING 1.138 1.302 4.006 0.192
-score WE_HONOR_ALL 1.658 1.763 5.455 0.401
-score WHILE_SUPPLIES 0.000 0.000 0.001 0.001
-score WHILE_YOU_SLEEP 0.700 0.254 0.501 0.486
-score WHY_PAY_MORE 0.659 0.000 0.582 0.422
-score WHY_WAIT 2.320 2.021 0.049 0.001
-score WITH_LC_SMTP 1.600 0.290 2.333 0.448
-score WORK_AT_HOME 0.000 0.000 0.486 0.001
-score WRINKLES 1.693 2.057 2.239 0.093
-score X_AUTH_WARN_FAKED 1.547 2.135 2.098 0.575
-score X_ESMTP 0.000 0.000 0.001 0.001
-score X_LIBRARY 1.607 1.548 2.688 0.901
-score X_MESSAGE_INFO 3.600 4.077 7.503 2.253
-score X_MSMAIL_PRIORITY_HIGH 0.193 0.007 0.298 0.001
-score X_ORIG_IP_NOT_IPV4 0.096 0.804 2.698 0.061
-score X_PRIORITY_HIGH 0.068 0.021 1.340 2.458
-score YAHOO_DRS_REDIR 1.741 0.955 4.121 0.036
-score YAHOO_RD_REDIR 1.178 0.159 1.693 0.286
-score YOUR_INCOME 0.435 0.715 0.490 0.848
-score YOU_CAN_SEARCH 1.111 0.544 1.084 0.411
-score YOU_WON 0.150 0.448 3.360 0.091
-score AOL_USERS_LINK 0.001
-score APPLY_FREE 0.001
-score APPLY_ONLINE 0.001
-score BANG_BOSS 0.001
-score BILL_SECTION 0.001
-score BTAMAIL_HEADER 0.001
-score BTAMAIL_URL 0.001
-score BUGGY_CGI 0.001
-score BUY_JUDGEMENTS 0.001
-score BZ_TLD 0.001
-score CABLE_CONVERTER 0.001
-score CANNOT_BE_SPAM 0.001
-score CHANGE_TERMS 0.001
-score COPY_ACCURATELY 0.001
-score CREDITORS_CALLING 0.001
-score DATE_YEAR_ZERO_FIRST 0.001
-score DIG_UP_INFO 0.001
-score DRUG_ED_HERBAL 0.001
-score EARNINGS 0.001
-score EXCUSE_21 0.001
-score EXCUSE_22 0.001
-score FAKE_HELO_CARAMAIL 0.001
-score FAKE_HELO_EMAIL_COM 0.001
-score FAKE_HELO_MAILCITY 0.001
-score FORGED_AOL_RCVD 0.001
-score FORGED_GW05_RCVD 0.001
-score FORGED_JUNO_FROM 0.001
-score FORGED_MUA_APPLEMAIL 0.001
-score FORGED_MUA_MSN 0.001
-score FORGED_MX_HOTMAIL 0.001
-score FORGED_RCVD_FROM_NUM 0.001
-score FORGED_YAHOO_RCVD_SMTP 0.001
-score FREE_GRANT 0.001
-score FREE_INSTALL 0.001
-score FREE_INVESTMENT 0.001
-score FREE_PASSWORD 0.001
-score FRIEND_AT_PUBLIC 0.001
-score FRIEND_PUBLIC 0.001
-score FROM_HAS_MIXED_NUMS2 0.001
-score FURTHER_TRANSMISSIONS 0.001
-score GET_STARTED_NOW 0.001
-score HELO_DYNAMIC_TDS 0.001
-score HELO_DYNAMIC_TELIA 0.001
-score HELO_DYNAMIC_VIRTUA 0.001
-score HIDDEN_ASSETS 0.001
-score HTML_ALL_CAPS 0.001
-score HTML_SHOUTING8 0.001
-score HTTP_ENTITIES_HOST 0.001
-score IDENT_NOBODY 0.001
-score ID_UNIQUE 0.001
-score INCOME 0.001
-score INTL_DRIVERS_LICENSE 0.001
-score INVALUABLE_MARKETING 0.001
-score JAPANESE_UCE_SUBJECT 0.001
-score JODY 0.001
-score LESBIAN 0.001
-score LONG_DISTANCE 0.001
-score LOTS_OF_CC_LINES 0.001
-score LYING_EYES 0.001
-score MDAEMON_2_7_4 0.001
-score MEGA_SITE 0.001
-score MIME_BOUND_DIGITS_4 0.001
-score MIME_BOUND_DIGITS_7 0.001
-score MIME_BOUND_HEX_24 0.001
-score MIME_BOUND_MA 0.001
-score MIME_QP_NO_CHARSET 0.001
-score MORTGAGE_LINKS 0.001
-score MORTGAGE_NETWORK 0.001
-score MORTGAGE_WAITING 0.001
-score MSGID_3_DOLLARS 0.001
-score MSGID_4NUMS_DOLLAR 0.001
-score MSGID_SPAM_1 0.001
-score MSGID_SPAM_6LETTER 0.001
-score MSGID_THREESIXSIX 0.001
-score MULTI_REMOVAL_1WORD 0.001
-score NEVER_ANOTHER 0.001
-score NEW_CUSTOMER 0.001
-score NIGERIAN_BODY_GOVT_3 0.001
-score NIGERIAN_SCAM_VIRTUE 0.001
-score NIGERIAN_SUBJECT1 0.001
-score NIGERIAN_SUBJECT6 0.001
-score NONEXISTENT_CHARSET 0.001
-score NONSECURED_CREDIT 0.001
-score NOT_INTENDED 0.001
-score NOT_ML_MARKETING 0.001
-score NO_CATCH 0.001
-score NO_GIMMICK 0.001
-score NO_INVENTORY 0.001
-score NO_INVESTMENT 0.001
-score NO_MIDDLEMAN 0.001
-score NO_SELLING 0.001
-score ONCE_IN_LIFETIME 0.001
-score ORDER_REPORT 0.001
-score OUR_AFFILIATE_PARTNERS 0.001
-score OUR_STRICT_ANTI 0.001
-score PAY_SITE 0.001
-score PORN_URL_PANT 0.001
-score PRIORITY_MAIL 0.001
-score RATWARE_BAD_REFS 0.001
-score RATWARE_DIFFOND 0.001
-score RATWARE_EMPTY_HELO 0.001
-score RATWARE_EVAMAIL 0.001
-score RATWARE_IMKTG 0.001
-score RATWARE_JPFREE 0.001
-score RATWARE_MMAILER 0.001
-score RATWARE_OE_PI 0.001
-score RATWARE_SCREWUP_1 0.001
-score RATWARE_VC_IPA 0.001
-score RATWARE_XMAILER 0.001
-score RCVD_6_CAPS_ESMTP_ID 0.001
-score RCVD_BY_QVES_COM 0.001
-score READ_TO_END 0.001
-score RECEIVED_CACHEFLOW 0.001
-score RECEIVED_IDENT_SQUID 0.001
-score RUSSIAN_UCE_SUBJECT 0.001
-score SAFEGUARD_NOTICE 0.001
-score SERIOUS_ONLY 0.001
-score SEX_FEST 0.001
-score STOP_SNORING 0.001
-score SUBJ_DOUBLE_YOUR 0.001
-score SUBJ_FREE_INSTANT 0.001
-score SUBJ_HAS_TIME_ID 0.001
-score SUBJ_NOW_ONLY 0.001
-score SUBJ_RIPPED 0.001
-score THIS_IS_AN_AD 0.001
-score TO_EMPTY 0.001
-score TO_FILENAME 0.001
-score TO_INVESTORS 0.001
-score TO_RECIP_MARKER 0.001
-score TO_TXT 0.001
-score UP_TO_OR_MORES 0.001
-score USERNAME_IN_SUBJECT 0.001
-score USE_IDENTITY 0.001
-score VAR_REF_IN_RECEIVED 0.001
-score WALAA 0.001
-score WEALTH 0.001
-score WE_HATE_SPAM2 0.001
-score X_ENC_PRESENT 0.001
-score X_LIST_UNSUBSCRIBE 0.001
-score X_MAILER_GIBBERISH 0.001
-score X_MAIL_ID_PRESENT 0.001
-score X_PMFLAGS_PRESENT 0.001
-score X_PRECEDENCE_REF 0.001
-score X_PRI_MISMATCH_HI 0.001
-score X_SERV_HOST_PRESENT 0.001
-score X_STORMPOST_TO 0.001
-score YAHOO_SRD_REDIR 0.001
-score DNS_FROM_RFC_DSN 0 0.000 0 0.013
-score NO_DNS_FOR_FROM 0 1.105 0 1.650
-score ROUND_THE_WORLD 0 1.638 0 0.299
-score DIGEST_MULTIPLE 0 0.435 0 0.001
-score RAZOR2_CHECK 0 0.213 0 0.626
-score RAZOR2_CF_RANGE_11_50 0 0.042 0 0.019
-score RAZOR2_CF_RANGE_51_100 0 1.587 0 2.136
-score DCC_CHECK 0 1.489 0 0.155
-score PYZOR_CHECK 0 1.935 0 0.648
-score RCVD_IN_BL_SPAMCOP_NET 0 1.783 0 1.603
-score RCVD_IN_DSBL 0 2.767 0 2.900
-score RCVD_IN_NJABL_CGI 0 0.1 0 0.100
-score RCVD_IN_NJABL_DUL 0 1.580 0 1.708
-score RCVD_IN_NJABL_MULTI 0 0.101 0 0.101
-score RCVD_IN_NJABL_PROXY 0 1.186 0 2.342
-score RCVD_IN_NJABL_RELAY 0 1.133 0 0.824
-score RCVD_IN_NJABL_SPAM 0 0.899 0 0.951
-score RCVD_IN_RFC_IPWHOIS 0 1.233 0 1.209
-score RCVD_IN_RSL 0 1.043 0 0.428
-score RCVD_IN_SBL 0 0.814 0 0.875
-score RCVD_IN_SORBS_BLOCK 0 0.001 0 0.001
-score RCVD_IN_SORBS_DUL 0 0.067 0 0.092
-score RCVD_IN_SORBS_HTTP 0 0.000 0 1.203
-score RCVD_IN_SORBS_MISC 0 0.118 0 0.004
-score RCVD_IN_SORBS_SMTP 0 1.630 0 0.382
-score RCVD_IN_SORBS_SOCKS 0 1.603 0 0.927
-score RCVD_IN_SORBS_WEB 0 0.000 0 0.353
-score RCVD_IN_SORBS_ZOMBIE 0 0.948 0 0.918
-score RCVD_IN_XBL 0 2.333 0 4.923
-score DNS_FROM_AHBL_RHSBL 0 0.025 0 0.469
-score DNS_FROM_RFC_ABUSE 0 0.135 0 0.454
-score DNS_FROM_RFC_BOGUSMX 0 1.099 0 1.701
-score DNS_FROM_RFC_POST 0 1.470 0 0.687
-score DNS_FROM_RFC_WHOIS 0 0.502 0 0.001
-score URIBL_SBL 0 0.765 0 1.723
-score URIBL_SC_SURBL 0 3.831 0 3.752
-score URIBL_WS_SURBL 0 0.652 0 1.823
-score URIBL_PH_SURBL 0 0.689 0 1.0
-score URIBL_OB_SURBL 0 1.792 0 1.000
-score URIBL_AB_SURBL 0 2.508 0 1.000
-score BAYES_00 0 0 -9.983 -2.599
-score BAYES_05 0 0 -9.556 -0.413
-score BAYES_10 0 0 -3.671 -1.951
-score BAYES_25 0 0 -12.511 -1.096
-score BAYES_50 0 0 0.001 0.001
-score BAYES_75 0 0 1.155 0.372
-score BAYES_90 0 0 1.329 2.087
-score BAYES_95 0 0 1.365 2.063
-score BAYES_99 0 0 1.673 1.886
+score ACCEPT_CREDIT_CARDS 0.360 0.000 1.332 0.399
+score ACT_NOW_CAPS 0.222 0.002 0.426 0.093
+score ADDRESS_IN_SUBJECT 1.296 1.409 1.866 1.804
+score ADDR_FREE 0.194 0.078 1.038 1.832
+score ADDR_NUMS_AT_BIGSITE 0.072 0.748 0.112 0.081
+score ALL_CAPS_GUAR 0.000 0 0.000 0.004 # n=1
+score ALL_CAP_FOR_ADULTS 0 0 0.001 0.000 # n=0 n=1
+score ALL_NATURAL 2.640 1.828 2.246 1.061
+score ALL_TRUSTED -2.400 -2.820 -2.867 -3.300
+score AMATEUR_PORN 1.397 0.769 1.615 1.744
+score AMAZING_STUFF 0.949 1.269 0.069 0.102
+score AOL_USERS_LINK 0 0 0.034 0.109 # n=0 n=1
+score APPLY_FREE 0 # n=0 n=1 n=2 n=3
+score APPLY_ONLINE 0 # n=0 n=1 n=2 n=3
+score AS_SEEN_ON 0.393 0.320 0.613 0.020
+score BAD_CREDIT 1.161 0.252 0.817 0.000
+score BANG_BOSS 0 # n=0 n=1 n=2 n=3
+score BANG_EXERCISE 1.450 1.993 1.662 1.442
+score BANG_GUAR 0.297 0 0.254 0.000 # n=1
+score BANG_MONEY 0 0.003 0.014 0.000 # n=0
+score BANG_MORE 0.287 0 0.294 0.000 # n=1
+score BANG_OPRAH 0.666 0.212 1.717 1.975
+score BANG_QUOTE 1.680 1.880 1.942 1.964
+score BANKRUPTCY 0.249 1.088 1.112 0.489
+score BARELY_LEGAL 0 0.000 0.000 0.014 # n=0
+score BARGAIN_URL 1.503 1.520 1.686 1.833
+score BAYES_00 0 0 -1.665 -2.599 # n=0 n=1
+score BAYES_05 0 0 -0.925 -0.413 # n=0 n=1
+score BAYES_10 0 0 -0.730 -1.951 # n=0 n=1
+score BAYES_25 0 0 -0.276 -1.096 # n=0 n=1
+score BAYES_50 0 0 1.567 0.001 # n=0 n=1
+score BAYES_75 0 0 3.515 0.372 # n=0 n=1
+score BAYES_90 0 0 3.608 2.087 # n=0 n=1
+score BAYES_95 0 0 3.514 2.063 # n=0 n=1
+score BAYES_99 0 0 4.070 1.886 # n=0 n=1
+score BEEN_TURNED_DOWN 1.336 1.266 1.682 1.890
+score BEST_PORN 0.566 0.263 0.044 0.000
+score BE_BOSS 1.512 0.145 1.847 1.648
+score BILLION_DOLLARS 0.193 1.185 0.407 0.134
+score BILL_1618 0.994 1.692 1.798 1.895
+score BILL_SECTION 0 # n=0 n=1
+score BIZ_TLD 2.167 0.527 2.434 2.288
+score BLANK_LINES_70_80 1.668 1.127 0.745 1.515
+score BLANK_LINES_80_90 0.046 0 0.216 0.000 # n=1
+score BLANK_LINES_90_100 1.490 1.750 1.877 1.996
+score BODY_ENHANCEMENT 0.151 0.481 0.070 0.000
+score BODY_ENHANCEMENT2 0.814 0.845 0.109 0.000
+score BTAMAIL_HEADER 0 # n=0 n=1 n=2 n=3
+score BTAMAIL_URL 0 # n=0 n=1 n=2 n=3
+score BUGGY_CGI 0 # n=0 n=1 n=2 n=3
+score BUY_DIRECT 1.502 1.779 1.757 1.663
+score BUY_JUDGEMENTS 0 # n=0 n=1 n=2 n=3
+score BZ_TLD 0 # n=0 n=1 n=2 n=3
+score CABLE_CONVERTER 0 # n=0 n=1 n=2 n=3
+score CANNOT_BE_SPAM 0 0 1.546 1.769 # n=0 n=1
+score CASHCASHCASH 0 # n=0 n=1
+score CELL_PHONE_FREE 1.280 1.476 1.571 0.922
+score CELL_PHONE_IMPROVE 0.771 0.812 1.655 1.031
+score CHANGE_TERMS 0 # n=0 n=1 n=2 n=3
+score CHINA_HEADER 1.840 1.911 2.312 2.386
+score CLICK_BELOW 0.026 0.000 0.000 0.011
+score CLICK_BELOW_CAPS 0.135 0.000 0.001 0.112
+score CLICK_TO_REMOVE_1 0.050 0.000 0.192 0.791
+score COMPETE 1.600 1.791 1.804 2.050
+score COMPLETELY_FREE 0.086 0 0.840 0.026 # n=1
+score CONFIDENTIAL_ORDER 1.920 1.196 1.889 1.266
+score CONFIRMED_FORGED 1.822 2.350 1.984 2.251
+score CONGRATULATIONS 0.002 0.000 0.486 0.272
+score CONSOLIDATE_DEBT 0.886 0.653 0.000 0.245
+score COPY_ACCURATELY 0 0 1.324 0 # n=0 n=1 n=3
+score CREDITORS_CALLING 0 # n=0 n=1 n=2 n=3
+score CREDIT_CARD 0.030 0.896 0.032 0.310
+score CUM_SHOT 0.355 1.732 0.943 0.000
+score DATE_IN_FUTURE_03_06 1.288 0.072 2.052 0.847
+score DATE_IN_FUTURE_06_12 1.040 1.202 1.153 1.300
+score DATE_IN_FUTURE_12_24 2.118 2.329 2.863 3.031
+score DATE_IN_FUTURE_24_48 2.023 2.046 2.301 2.314
+score DATE_IN_FUTURE_48_96 2.080 2.296 2.498 2.689
+score DATE_IN_FUTURE_96_XX 1.393 1.428 1.930 1.962
+score DATE_IN_PAST_03_06 0.025 0 0.127 0.007 # n=1
+score DATE_IN_PAST_06_12 0.301 0.211 0.918 0.000
+score DATE_IN_PAST_12_24 0.374 0 0.571 0.703 # n=1
+score DATE_IN_PAST_24_48 0.000 0.302 0.133 0.089
+score DATE_IN_PAST_48_96 0.034 0.257 0.222 0.001
+score DATE_IN_PAST_96_XX 0.505 1.082 0.979 1.360
+score DATE_SPAMWARE_Y2K 2.958 2.888 3.384 3.911
+score DATE_YEAR_ZERO_FIRST 0 # n=0 n=1 n=2 n=3
+score DCC_CHECK 0 1.373 0 2.169 # n=0 n=2
+score DEAR_FRIEND 0.542 0.766 1.288 0.070
+score DEAR_SOMETHING 1.059 0.803 1.577 1.578
+score DEEP_DISC_MEDS 2.480 1.211 2.573 2.626
+score DIET_1 0.671 0.365 0.274 0.000
+score DIET_2 0.545 0.001 1.034 0.316
+score DIET_3 1.794 1.061 1.835 2.073
+score DIGEST_MULTIPLE 0 0.231 0 0.098 # n=0 n=2
+score DIG_UP_INFO 0 # n=0 n=1 n=2 n=3
+score DIRECT_EMAIL 0 0.019 0.015 0.022 # n=0
+score DISGUISE_PORN 1.490 1.835 0.798 0.030
+score DNS_FROM_AHBL_RHSBL 0 0.070 0 0.295 # n=0 n=2
+score DNS_FROM_RFC_ABUSE 0 0.374 0 0.000 # n=0 n=2
+score DNS_FROM_RFC_BOGUSMX 0 1.463 0 2.630 # n=0 n=2
+score DNS_FROM_RFC_DSN 0 # n=0 n=1 n=2
+score DNS_FROM_RFC_POST 0 1.376 0 1.614 # n=0 n=2
+score DNS_FROM_RFC_WHOIS 0 0.492 0 0.296 # n=0 n=2
+score DOMAIN_4U2 1.508 1.783 1.935 1.588
+score DOMAIN_RATIO 2.552 1.360 2.534 3.176
+score DO_IT_TODAY 0.036 0.047 0.000 0.000
+score DRUGS_ANXIETY 2.823 0 0.205 0.095 # n=1
+score DRUGS_ANXIETY_EREC 0 0 0.024 0.038 # n=0 n=1
+score DRUGS_ANXIETY_OBFU 3.440 3.964 3.885 3.490
+score DRUGS_DEPRESSION 0 # n=0 n=1
+score DRUGS_DEPR_EREC 0 # n=0 n=1
+score DRUGS_DIET 0.771 0.415 0.059 0.000
+score DRUGS_DIET_EREC 0 # n=0
+score DRUGS_DIET_OBFU 2.345 0.763 2.704 2.748
+score DRUGS_DIET_PAIN 0 0.011 0.004 0.000 # n=0
+score DRUGS_ERECTILE 1.250 0.026 0.804 0.216
+score DRUGS_ERECTILE_OBFU 2.090 0.832 2.390 0.877
+score DRUGS_MANYKINDS 0.031 2.734 0.005 0.000
+score DRUGS_MUSCLE 0.007 0.169 0.000 0.000
+score DRUGS_PAIN 2.871 0.041 1.358 0.126
+score DRUGS_PAIN_EREC 0 # n=0 n=1
+score DRUGS_PAIN_OBFU 3.155 2.431 3.449 3.176
+score DRUGS_SLEEP 0.320 0.107 0.053 0.000
+score DRUGS_SLEEP_EREC 3.360 2.719 2.959 3.340
+score DRUGS_SMEAR1 0.515 1.522 0.475 2.351
+score DRUG_DOSAGE 0.342 0.608 0.405 0.862
+score DRUG_ED_CAPS 0.122 1.535 0.000 0.185
+score DRUG_ED_COMBO 1.000 0.183 1.415 1.636
+score DRUG_ED_GENERIC 1.933 1.181 0.000 1.128
+score DRUG_ED_HERBAL 0 # n=0 n=1 n=2 n=3
+score DRUG_ED_ONLINE 0.553 1.820 1.097 2.300
+score DRUG_ED_SILD 1.856 0.421 1.597 1.666
+score EARNINGS 0 0 1.642 1.675 # n=0 n=1
+score EARN_MONEY 0 0.000 0.006 0.000 # n=0
+score EARN_PER_WEEK 1.360 0.856 1.757 1.896
+score EMAIL_ROT13 2.720 1.474 2.934 3.105
+score ENGLISH_UCE_SUBJECT 2.080 0.336 2.127 0.110
+score ENTITY_DEC_ALPHANUM 0.012 0 2.686 2.716 # n=1
+score ENTITY_DEC_OTHER 0 # n=0 n=1
+score ENTITY_DEC_SPACE 0 # n=0 n=1
+score EXCUSE_1 0 0.000 0.074 0.132 # n=0
+score EXCUSE_10 0.071 0.380 0.039 0.024
+score EXCUSE_11 0.036 0 0.011 0.000 # n=1
+score EXCUSE_12 0.153 0 0.354 0.197 # n=1
+score EXCUSE_15 0 # n=0
+score EXCUSE_19 0.056 0.357 0.021 0.000
+score EXCUSE_21 0 # n=0 n=1 n=2 n=3
+score EXCUSE_22 0 # n=0 n=1 n=2 n=3
+score EXCUSE_23 1.840 2.088 2.312 2.400
+score EXCUSE_24 1.440 1.272 1.874 2.080
+score EXCUSE_3 0 0.098 0.015 0.116 # n=0
+score EXCUSE_4 1.145 1.775 1.443 1.119
+score EXCUSE_6 1.444 0.734 1.782 1.696
+score EXCUSE_7 0 0.152 0.010 0.018 # n=0
+score EXCUSE_REMOVE 0.043 0 0.513 0.310 # n=1
+score EXTRA_CASH 0.117 0.987 0.629 0.447
+score EXTRA_MPART_TYPE 0 0.222 0.000 0.000 # n=0
+score FAKED_UNDISC_RECIPS 1.287 0.565 1.431 1.602
+score FAKE_HELO_CARAMAIL 0 # n=0 n=1 n=2 n=3
+score FAKE_HELO_EMAIL_COM 0 0 0 1.537 # n=0 n=1 n=2
+score FAKE_HELO_EUDORAMAIL 1.520 0.907 0 0 # n=2 n=3
+score FAKE_HELO_EXCITE 1.840 2.127 2.127 2.074
+score FAKE_HELO_LYCOS 1.410 1.645 0 0.988 # n=2
+score FAKE_HELO_MAILCITY 0 # n=0 n=1 n=2 n=3
+score FAKE_HELO_MAIL_COM 1.303 1.972 0.111 0.000
+score FAKE_HELO_MAIL_COM_DOM 1.920 2.173 2.312 2.108
+score FAKE_HELO_MSN 1.773 1.456 2.069 2.645
+score FAKE_HELO_YAHOO_CA 1.166 0 0.171 1.116 # n=1
+score FAKE_OUTBLAZE_RCVD 2.400 2.726 2.867 3.100
+score FIND_ANYTHING 0 # n=0 n=1
+score FIN_FREE 1.365 0.015 1.865 0.788
+score FORGED_AOL_HTML 0 # n=0 n=1
+score FORGED_AOL_RCVD 0 0 1.451 0 # n=0 n=1 n=3
+score FORGED_AOL_TAGS 0.020 0.794 1.198 1.698
+score FORGED_EUDORAMAIL_RCVD 1.657 0.653 1.130 0.290
+score FORGED_GW05_RCVD 0 0 1.495 1.697 # n=0 n=1
+score FORGED_HOTMAIL_RCVD 2.614 2.132 2.150 2.536
+score FORGED_HOTMAIL_RCVD2 0.787 1.079 1.415 1.177
+score FORGED_IMS_HTML 0.024 1.659 0.549 2.034
+score FORGED_IMS_TAGS 1.986 1.851 2.167 2.432
+score FORGED_JUNO_FROM 0 # n=0 n=1 n=2 n=3
+score FORGED_JUNO_RCVD 1.644 1.722 2.018 0.792
+score FORGED_MUA_AOL_FROM 1.076 1.278 0.863 1.516
+score FORGED_MUA_APPLEMAIL 0 # n=0 n=1 n=2 n=3
+score FORGED_MUA_EUDORA 1.510 0.054 0.496 0.000
+score FORGED_MUA_IMS 0.892 1.581 1.678 2.370
+score FORGED_MUA_MOZILLA 2.080 2.364 2.498 2.303
+score FORGED_MUA_MSN 0 # n=0 n=1 n=2 n=3
+score FORGED_MUA_OIMO 2.420 1.331 2.479 3.200
+score FORGED_MUA_OUTLOOK 3.200 3.037 3.800 3.920
+score FORGED_MUA_THEBAT_BOUN 2.480 1.394 2.453 2.724
+score FORGED_MUA_THEBAT_CS 1.345 0.413 1.213 1.877
+score FORGED_MX_HOTMAIL 0 # n=0 n=1 n=2 n=3
+score FORGED_OUTLOOK_HTML 0.081 0.022 0.000 0.629
+score FORGED_OUTLOOK_TAGS 0.000 0 0.036 0.074 # n=1
+score FORGED_QUALCOMM_TAGS 0 0.249 0.000 0.489 # n=0
+score FORGED_RCVD_FROM_NUM 0 # n=0 n=1 n=2 n=3
+score FORGED_RCVD_HELO 0.001 0.050 0.266 0.000
+score FORGED_RCVD_NET_HELO 0.011 0.026 0.000 0.000
+score FORGED_TELESP_RCVD 1.595 0.669 1.468 1.532
+score FORGED_THEBAT_HTML 2.400 1.065 2.426 2.528
+score FORGED_YAHOO_RCVD 1.668 2.174 2.095 2.700
+score FORGED_YAHOO_RCVD_SMTP 0 # n=0 n=1 n=2 n=3
+score FORWARD_LOOKING 1.840 2.162 2.120 2.200
+score FOR_FREE 0.000 # n=1
+score FREE_ACCESS 0.000 0 0.253 0.000 # n=1
+score FREE_GRANT 0 # n=0 n=1 n=2 n=3
+score FREE_INSTALL 0 # n=0 n=1 n=2 n=3
+score FREE_INVESTMENT 0 # n=0 n=1 n=2 n=3
+score FREE_MEMBERSHIP 0.492 1.182 1.587 0.873
+score FREE_PASSWORD 0 # n=0 n=1 n=2 n=3
+score FREE_PORN 0.794 0.023 1.937 0.000
+score FREE_PREVIEW 1.612 0.376 1.887 1.851
+score FREE_QUOTE_INSTANT 0.211 1.736 0.051 0.001
+score FREE_SAMPLE 0.089 0.168 0.223 0.941
+score FREE_TRIAL 0.052 0 0.043 0.000 # n=1
+score FRIEND_AT_PUBLIC 0 # n=0 n=1 n=2 n=3
+score FRIEND_PUBLIC 0 # n=0 n=1 n=2 n=3
+score FROM_ALL_NUMS 2.240 1.680 2.775 3.000
+score FROM_AND_TO_SAME 0 0.198 0.000 0.000 # n=0
+score FROM_ENDS_IN_NUMS 0.177 0.516 0.517 0.000
+score FROM_HAS_MIXED_NUMS 0.107 0.298 0.024 0.000
+score FROM_HAS_MIXED_NUMS2 0 # n=0 n=1 n=2 n=3
+score FROM_HAS_MIXED_NUMS3 1.132 1.113 1.513 1.614
+score FROM_HAS_ULINE_NUMS 0.000 0.361 0.082 0.056
+score FROM_ILLEGAL_CHARS 0.861 0.046 0.001 0.008
+score FROM_NONSENDING_DOMAIN 1.486 0.308 1.678 0.000
+score FROM_NO_LOWER 1.010 1.307 1.650 0.377
+score FROM_NO_USER 1.358 0.344 1.460 0.983
+score FROM_NUM_AT_WEBMAIL 1.389 0.258 1.901 1.617
+score FROM_OFFERS 1.822 0.861 2.243 1.491
+score FROM_STARTS_WITH_NUMS 1.218 1.492 1.441 0.300
+score FROM_WEBMAIL_END_NUMS6 0.178 0.046 0.389 0.000
+score FRONTPAGE 0.510 0.529 0.595 2.080
+score FULL_REFUND 0.853 1.114 0.079 1.272
+score FURTHER_TRANSMISSIONS 0 # n=0 n=1 n=2 n=3
+score GAPPY_SUBJECT 1.365 1.319 2.084 1.343
+score GET_PAID 1.390 1.764 1.466 0.862
+score GET_STARTED_NOW 0 # n=0 n=1 n=2 n=3
+score GUARANTEED_100_PERCENT 0.615 0.435 0.669 0.000
+score GUARANTEED_STUFF 0.100 0.238 0.403 0.000
+score HAIR_LOSS 1.381 2.371 1.428 1.738
+score HARDCORE_PORN 1.520 0.665 1.850 0.684
+score HDR_ORDER_MTSRIX 0.417 0.391 0.192 1.057
+score HDR_ORDER_TRIMRS 2.320 2.674 2.220 2.199
+score HEADER_COUNT_CTYPE 1.198 1.676 1.482 1.771
+score HEAD_ILLEGAL_CHARS 0.539 2.018 0.961 2.125
+score HELO_DYNAMIC_ADELPHIA 2.320 1.829 2.389 2.199
+score HELO_DYNAMIC_ATTBI 3.200 3.662 2.760 3.147
+score HELO_DYNAMIC_CHELLO_NL 1.762 0 0.542 0.244 # n=1
+score HELO_DYNAMIC_CHELLO_NO 1.388 0.226 1.409 1.570
+score HELO_DYNAMIC_COMCAST 3.040 3.533 3.217 3.700
+score HELO_DYNAMIC_DHCP 2.791 0.087 0.958 1.248
+score HELO_DYNAMIC_DIALIN 2.320 0.443 2.429 1.755
+score HELO_DYNAMIC_HCC 3.360 1.540 2.451 3.741
+score HELO_DYNAMIC_HEXIP 1.826 1.320 1.453 1.522
+score HELO_DYNAMIC_HOME_NL 1.737 0.635 1.660 1.878
+score HELO_DYNAMIC_IPADDR 3.520 2.754 4.070 4.400
+score HELO_DYNAMIC_IPADDR2 3.271 0.805 2.554 3.496
+score HELO_DYNAMIC_NTL 1.340 0.187 1.445 1.732
+score HELO_DYNAMIC_OOL 3.120 2.508 3.065 3.182
+score HELO_DYNAMIC_ROGERS 1.677 0.793 1.888 2.094
+score HELO_DYNAMIC_RR2 2.080 1.015 1.678 2.200
+score HELO_DYNAMIC_SPLIT_IP 2.869 0.887 0.992 0.775
+score HELO_DYNAMIC_TDS 0 # n=0 n=1 n=2 n=3
+score HELO_DYNAMIC_TELIA 0 0 1.216 1.515 # n=0 n=1
+score HELO_DYNAMIC_VELOX 1.680 1.877 1.803 2.003
+score HELO_DYNAMIC_VIRTUA 0 # n=0 n=1 n=2 n=3
+score HELO_DYNAMIC_VTR 1.916 0.805 2.013 1.960
+score HELO_DYNAMIC_YAHOOBB 2.800 2.776 2.572 3.000
+score HG_HORMONE 2.674 1.252 1.154 0.505
+score HIDDEN_ASSETS 0 # n=0 n=1 n=2 n=3
+score HIDDEN_CHARGES 0.046 0.961 0.001 0.000
+score HIDE_WIN_STATUS 0.032 0 0.000 0.063 # n=1
+score HOT_NASTY 0.765 0.586 0.967 0.088
+score HTML_00_10 0.985 0.138 1.070 1.068
+score HTML_10_20 1.050 0.295 1.350 0.246
+score HTML_20_30 1.241 0.504 0.567 0.226
+score HTML_30_40 0.879 0.056 0.437 0.021
+score HTML_40_50 0.527 0.086 0.052 0.035
+score HTML_50_60 1.053 0.095 0.539 0.087
+score HTML_60_70 0.516 0.027 0.000 0.000
+score HTML_70_80 0.151 0 0.039 0.020 # n=1
+score HTML_80_90 0.027 0 0.036 0.146 # n=1
+score HTML_90_100 0.346 0.189 0.043 0.022
+score HTML_ALL_CAPS 0 0 0.000 0.006 # n=0 n=1
+score HTML_ATTR_BAD 0.000 0.101 0.609 2.354
+score HTML_ATTR_UNIQUE 0.441 1.165 1.097 0.000
+score HTML_BACKHAIR_1 0.000 # n=1
+score HTML_BACKHAIR_2 0.144 0 0.032 0.000 # n=1
+score HTML_BACKHAIR_4 0.000 0 0.138 0.058 # n=1
+score HTML_BACKHAIR_8 1.075 0.569 1.137 0.727
+score HTML_BADTAG_00_10 0 0 0.001 0.000 # n=0 n=1
+score HTML_BADTAG_10_20 0.236 0 0.006 0.000 # n=1
+score HTML_BADTAG_20_30 0 0.169 0.035 0.000 # n=0
+score HTML_BADTAG_30_40 0 0.103 0.017 0.000 # n=0
+score HTML_BADTAG_40_50 0.002 0 0.000 0.010 # n=1
+score HTML_BADTAG_50_60 0.864 0.430 1.035 0.153
+score HTML_BADTAG_60_70 1.726 1.127 2.314 1.356
+score HTML_BADTAG_70_80 1.657 0.075 2.087 2.280
+score HTML_BADTAG_80_90 1.861 1.309 1.831 1.911
+score HTML_BADTAG_90_100 0.746 1.192 2.688 2.804
+score HTML_COMMENT_SAVED_URL 0.528 0.130 0.470 0.146
+score HTML_COMMENT_SHORT 0.014 0.625 0.000 0.000
+score HTML_COMMENT_SHOUTING 0 0 0.005 0.012 # n=0 n=1
+score HTML_CONVERTED 0.000 1.204 0.402 1.605
+score HTML_EMBEDS 0 0.084 0.108 0.207 # n=0
+score HTML_EVENT 0 0 0.000 0.017 # n=0 n=1
+score HTML_EVENT_UNSAFE 0 0 0.022 0.515 # n=0 n=1
+score HTML_FONT_BIG 0 0.232 0.000 0.142 # n=0
+score HTML_FONT_FACE_BAD 0 0.009 0.044 0.037 # n=0
+score HTML_FONT_FACE_CAPS 0.000 0.804 0.281 0.247
+score HTML_FONT_INVISIBLE 0 0.065 0.002 0.036 # n=0
+score HTML_FONT_LOW_CONTRAST 1.011 0.955 1.017 0.788
+score HTML_FONT_SIZE_HUGE 1.796 1.278 2.265 2.594
+score HTML_FONT_SIZE_LARGE 1.387 0.712 0.496 0.153
+score HTML_FONT_SIZE_NONE 0 0.455 1.119 0.033 # n=0
+score HTML_FONT_SIZE_TINY 0 0.419 0.005 0.533 # n=0
+score HTML_FONT_TINY 2.141 0.471 0.521 0.964
+score HTML_FORMACTION_MAILTO 1.840 2.162 1.907 2.353
+score HTML_IMAGE_ONLY_04 3.120 3.094 3.482 3.304
+score HTML_IMAGE_ONLY_08 2.881 1.970 2.730 3.036
+score HTML_IMAGE_ONLY_12 2.360 1.473 2.741 2.942
+score HTML_IMAGE_ONLY_16 1.352 1.279 1.990 1.047
+score HTML_IMAGE_ONLY_20 1.567 0.843 1.023 0.446
+score HTML_IMAGE_ONLY_24 1.088 1.003 0.787 0.502
+score HTML_IMAGE_RATIO_02 1.729 0.000 1.125 0.018
+score HTML_IMAGE_RATIO_04 1.038 0.184 0.515 0.105
+score HTML_IMAGE_RATIO_06 0.072 0 0.342 0.131 # n=1
+score HTML_IMAGE_RATIO_08 0.000 0.000 0.007 0.032
+score HTML_IMAGE_RATIO_10 0.000 # n=1
+score HTML_IMAGE_RATIO_12 0.003 0.017 0.000 0.000
+score HTML_IMAGE_RATIO_14 0 # n=0 n=1
+score HTML_JAVASCRIPT 0 0 0.000 0.017 # n=0 n=1
+score HTML_LINK_CLICK_CAPS 0.082 0 0.002 0.050 # n=1
+score HTML_LINK_CLICK_HERE 0.043 0 0.022 0.011 # n=1
+score HTML_LINK_PUSH_HERE 1.627 0.409 1.843 0.873
+score HTML_MIME_NO_HTML_TAG 0 0.098 0.080 0.137 # n=0
+score HTML_MISSING_CTYPE 1.907 0.375 1.136 0.559
+score HTML_NONELEMENT_00_10 0 0 0.001 0.001 # n=0 n=1
+score HTML_NONELEMENT_10_20 0.045 0 0.000 0.000 # n=1
+score HTML_NONELEMENT_20_30 0.346 0.070 0.005 0.000
+score HTML_NONELEMENT_30_40 0 0.012 0.010 0.000 # n=0
+score HTML_NONELEMENT_40_50 0.000 # n=1
+score HTML_NONELEMENT_50_60 0 # n=0 n=1
+score HTML_NONELEMENT_60_70 0.237 1.138 0.083 0.001
+score HTML_NONELEMENT_70_80 0.488 0.803 1.169 0.000
+score HTML_NONELEMENT_80_90 0.016 0.492 0.023 0.000
+score HTML_NONELEMENT_90_100 0.011 1.582 0.003 2.963
+score HTML_OBFUSCATE_05_10 0.428 0.483 0.563 0.257
+score HTML_OBFUSCATE_10_20 0.931 0.732 0.796 0.865
+score HTML_OBFUSCATE_20_30 0.997 0.597 0.014 0.000
+score HTML_OBFUSCATE_30_40 2.517 1.933 3.005 3.445
+score HTML_OBFUSCATE_40_50 2.641 1.746 2.739 3.089
+score HTML_OBFUSCATE_50_60 2.635 1.339 2.882 3.325
+score HTML_OBFUSCATE_60_70 2.257 0.971 2.432 2.805
+score HTML_OBFUSCATE_70_80 2.308 1.334 2.256 2.689
+score HTML_OBFUSCATE_80_90 1.600 0.489 1.656 1.939
+score HTML_OBFUSCATE_90_100 1.405 0.203 1.657 1.775
+score HTML_SHORT_CENTER 2.491 0.422 0.016 0.001
+score HTML_SHORT_COMMENT 0.000 1.823 0.096 0.122
+score HTML_SHORT_LENGTH 0.601 0.713 0.068 0.389
+score HTML_SHOUTING3 0.266 0 0.012 0.019 # n=1
+score HTML_SHOUTING4 0.076 0 0.052 0.000 # n=1
+score HTML_SHOUTING5 0.026 0 0.030 0.019 # n=1
+score HTML_SHOUTING6 0.000 0.004 0.000 0.000
+score HTML_SHOUTING7 0.450 0.472 0.001 0.646
+score HTML_SHOUTING8 0 # n=0 n=1 n=2 n=3
+score HTML_SHOUTING9 0 0.016 0.041 0.000 # n=0
+score HTML_TABLE_THICK_BORD 0 0.010 0.000 0.024 # n=0
+score HTML_TAG_BALANCE_BODY 0.043 0.389 0.096 0.000
+score HTML_TAG_BALANCE_HEAD 0.061 0.860 0.033 0.000
+score HTML_TAG_BALANCE_HTML 0.028 0 0.000 0.000 # n=1
+score HTML_TAG_EXIST_MARQUEE 2.160 1.758 1.840 2.034
+score HTML_TAG_EXIST_PARAM 0 0.000 0.094 0.025 # n=0
+score HTML_TAG_EXIST_TBODY 1.014 0.233 0.079 0.114
+score HTML_TEXT_AFTER_BODY 0.263 0.151 0.752 0.061
+score HTML_TEXT_AFTER_HTML 0.312 0.205 0.032 0.031
+score HTML_TITLE_EMPTY 0.022 0.045 0.036 0.004
+score HTML_TITLE_EXTRA 0 # n=0 n=1
+score HTML_TITLE_UNTITLED 0.222 0.259 0.792 0.000
+score HTML_WEB_BUGS 0.166 0.013 0.311 0.035
+score HTML_WIN_OPEN 0 # n=0 n=1
+score HTTP_77 1.514 0.605 1.812 1.981
+score HTTP_CTRL_CHARS_HOST 1.440 1.670 1.757 1.900
+score HTTP_ENTITIES_HOST 0 # n=0 n=1 n=2 n=3
+score HTTP_ESCAPED_HOST 0.034 0.094 0.000 0.477
+score HTTP_EXCESSIVE_ESCAPES 0.002 0.645 0.000 0.151
+score HTTP_WITH_EMAIL_IN_URL 0 0 0.002 0.000 # n=0 n=1
+score IDENT_NOBODY 0 # n=0 n=1 n=2 n=3
+score ID_UNIQUE 0 # n=0 n=1 n=2 n=3
+score IMPOTENCE 0.095 0.751 0.000 0.094
+score INCOME 0 # n=0 n=1 n=2 n=3
+score INFO_TLD 1.717 0.481 1.686 0.000
+score INITIAL_INVEST 0.433 0.450 1.026 1.230
+score INTL_DRIVERS_LICENSE 0 # n=0 n=1 n=2 n=3
+score INVALID_DATE 0.011 0.235 0.000 0.236
+score INVALID_DATE_TZ_ABSURD 0.009 0 0.664 0.960 # n=1
+score INVALID_MSGID 0.958 1.389 0.528 1.128
+score INVALID_TZ_CST 2.044 0.066 0.598 2.873
+score INVALID_TZ_EST 1.492 2.326 1.672 3.582
+score INVALID_TZ_GMT 1.708 0.636 1.549 0.198
+score INVALUABLE_MARKETING 0 0 1.201 0 # n=0 n=1 n=3
+score IP_LINK_PLUS 0.211 0.024 0.192 0.232
+score ITS_LEGAL 0.186 1.109 0.432 0.264
+score JAPANESE_UCE_SUBJECT 0 0 1.665 1.800 # n=0 n=1
+score JAVASCRIPT_URI 0 # n=0 n=1
+score JODY 0 0 1.326 0 # n=0 n=1 n=3
+score JOIN_MILLIONS 0.036 0.640 0.999 0.448
+score JS_FROMCHARCODE 1.508 1.078 1.698 2.020
+score KOREAN_UCE_SUBJECT 2.400 2.703 2.469 3.081
+score LESBIAN 0 # n=0 n=1 n=2 n=3
+score LIMITED_TIME_ONLY 0.000 # n=1
+score LINES_OF_YELLING 0 0.000 0.007 0.000 # n=0
+score LINES_OF_YELLING_2 0.000 0.000 0.030 0.000
+score LINES_OF_YELLING_3 0.000 0.000 0.030 0.000
+score LINK_TO_NO_SCHEME 0 0 0.083 0.000 # n=0 n=1
+score LIVE_PORN 0.040 0.360 0.019 0.000
+score LONGWORDS 2.786 2.259 1.912 2.260
+score LONG_DISTANCE 0 0 0.002 0.024 # n=0 n=1
+score LOTS_OF_CC_LINES 0 # n=0 n=1 n=2 n=3
+score LOTS_OF_STUFF 0.839 0.029 0.000 0.000
+score LOW_INTEREST 0 # n=0 n=1
+score LOW_PAYMENT 0 0 0.084 0.000 # n=0 n=1
+score LOW_PRICE 0.885 0 0.206 0.000 # n=1
+score LYING_EYES 0 # n=0 n=1 n=2 n=3
+score MAILTO_SUBJ_REMOVE 1.023 0 2.064 0.542 # n=1
+score MAILTO_TO_REMOVE 0.886 0 0.065 0.116 # n=1
+score MAILTO_TO_SPAM_ADDR 0 0 0.106 0.000 # n=0 n=1
+score MAILTO_WITH_SUBJ 0.000 # n=1
+score MAIL_IN_ORDER_FORM 1.440 0.351 0 0 # n=2 n=3
+score MANY_EXCLAMATIONS 0.067 0.000 0.596 0.000
+score MARKETING_PARTNERS 2.025 0.718 2.405 1.401
+score MDAEMON_2_7_4 0 # n=0 n=1 n=2 n=3
+score MEET_SINGLES 1.600 0.000 1.076 1.172
+score MEGA_SITE 0 # n=0 n=1 n=2 n=3
+score MICRO_CAP_WARNING 1.440 0.760 1.803 1.828
+score MILLION_EMAIL 0.093 0.417 0.937 0.000
+score MILLION_USD 1.594 1.290 1.535 2.796
+score MIME_BASE64_BLANKS 0.693 0.819 1.391 1.469
+score MIME_BASE64_ILLEGAL 0 # n=0 n=1
+score MIME_BASE64_LATIN 0 # n=0
+score MIME_BASE64_NO_NAME 0.022 0.000 0.017 0.000
+score MIME_BASE64_TEXT 1.780 0.110 1.403 0.298
+score MIME_BOUND_DASH_DIGIT 0 # n=0 n=1
+score MIME_BOUND_DD_DIGITS 3.600 4.230 4.162 4.139
+score MIME_BOUND_DIGITS_15 2.674 3.286 3.120 3.400
+score MIME_BOUND_DIGITS_4 0 # n=0 n=1 n=2 n=3
+score MIME_BOUND_DIGITS_7 0 0 1.460 0.893 # n=0 n=1
+score MIME_BOUND_HEX_24 0 # n=0 n=1 n=2 n=3
+score MIME_BOUND_MA 0 # n=0 n=1 n=2 n=3
+score MIME_BOUND_MANY_HEX 1.920 2.255 2.590 2.700
+score MIME_BOUND_NEXTPART 0.194 0.106 0.467 0.000
+score MIME_BOUND_RKFINDY 2.080 2.347 2.590 2.671
+score MIME_HEADER_CTYPE_ONLY 0.179 0.483 0.000 0.110
+score MIME_HTML_MOSTLY 1.540 0.285 0.713 1.023
+score MIME_HTML_NO_CHARSET 0 0.006 0.022 0.007 # n=0
+score MIME_HTML_ONLY 1.204 1.158 1.156 0.177
+score MIME_HTML_ONLY_MULTI 0 0 0.000 2.443 # n=0 n=1
+score MIME_MISSING_BOUNDARY 0 0.247 0.224 0.002 # n=0
+score MIME_QP_DEFICIENT 0.025 0 0.000 0.000 # n=1
+score MIME_QP_EXCESSIVE 0 0 0.000 0.058 # n=0 n=1
+score MIME_QP_LONG_LINE 0.001 0.000 0.105 0.039
+score MIME_QP_NO_CHARSET 0 # n=0 n=1 n=2 n=3
+score MISSING_DATE 0.000 0.019 0.647 0.000
+score MISSING_HEADERS 0 0 0.087 0.119 # n=0 n=1
+score MISSING_MIMEOLE 0.068 0 0.000 0.012 # n=1
+score MISSING_OUTLOOK_NAME 0 0 0.000 0.006 # n=0 n=1
+score MISSING_SUBJECT 1.109 1.570 1.282 1.226
+score ML_MARKETING 0.049 0 0.103 0.000 # n=1
+score MONEY_BACK 2.051 0.037 0.217 0.095
+score MORE_SEX 2.240 1.762 2.287 2.422
+score MORTGAGE_BEST 0.948 0.923 0.002 0.144
+score MORTGAGE_LINKS 0 # n=0 n=1 n=2 n=3
+score MORTGAGE_NETWORK 0 # n=0 n=1 n=2 n=3
+score MORTGAGE_PITCH 0.297 0 0.065 0.000 # n=1
+score MORTGAGE_RATES 0 0.689 0.174 0.202 # n=0
+score MORTGAGE_WAITING 0 # n=0 n=1 n=2 n=3
+score MPART_ALT_DIFF 1.837 1.505 1.823 0.066
+score MSGID_3_DOLLARS 0 # n=0 n=1 n=2 n=3
+score MSGID_4NUMS_DOLLAR 0 # n=0 n=1 n=2 n=3
+score MSGID_DOLLARS 3.040 3.076 3.608 2.661
+score MSGID_FROM_MTA_HEADER 0.036 0.000 0.075 0.054
+score MSGID_FROM_MTA_HOTMAIL 1.600 1.858 1.987 2.144
+score MSGID_FROM_MTA_ID 1.440 1.704 1.756 1.723
+score MSGID_NO_HOST 0.087 0 0.816 0.140 # n=1
+score MSGID_OUTLOOK_INVALID 2.000 2.290 2.498 2.700
+score MSGID_RANDY 2.626 1.737 2.550 1.940
+score MSGID_SPAM_1 0 # n=0 n=1 n=2 n=3
+score MSGID_SPAM_6LETTER 0 # n=0 n=1 n=2 n=3
+score MSGID_SPAM_99X9XX99 0.500 0.864 1.576 1.442
+score MSGID_SPAM_ALPHA_NUM 2.640 3.004 3.330 3.228
+score MSGID_SPAM_CAPS 3.500 3.221 3.545 3.791
+score MSGID_SPAM_LETTERS 2.960 3.151 3.052 2.709
+score MSGID_SPAM_ZEROES 1.584 1.763 1.783 1.859
+score MSGID_THREESIXSIX 0 # n=0 n=1 n=2 n=3
+score MSGID_YAHOO_CAPS 2.425 0.702 2.442 3.800
+score MULTI_FORGED 1.053 0.134 1.843 2.112
+score MULTI_REMOVAL_1WORD 1.005 0 0.916 0.802 # n=1
+score NASTY_GIRLS 0.350 0.439 0.022 2.196
+score NA_DOLLARS 2.078 2.193 2.485 2.611
+score NEVER_ANOTHER 0 # n=0 n=1 n=2 n=3
+score NEW_CUSTOMER 0 # n=0 n=1 n=2 n=3
+score NIGERIAN_BODY1 2.480 2.914 3.188 3.400
+score NIGERIAN_BODY2 2.400 0.489 2.186 0.599
+score NIGERIAN_BODY3 1.395 1.931 2.273 0.058
+score NIGERIAN_BODY4 1.819 1.379 1.517 2.663
+score NIGERIAN_BODY_GOVT_3 1.259 0 1.512 1.721 # n=1
+score NIGERIAN_SCAM_VIRTUE 0 # n=0 n=1 n=2 n=3
+score NIGERIAN_SUBJECT1 0 0 0.270 0 # n=0 n=1 n=3
+score NIGERIAN_SUBJECT2 1.235 1.765 1.935 2.090
+score NIGERIAN_SUBJECT6 0 # n=0 n=1 n=2 n=3
+score NONEXISTENT_CHARSET 0 0 1.411 1.418 # n=0 n=1
+score NONSECURED_CREDIT 0 0 1.074 0 # n=0 n=1 n=3
+score NORMAL_HTTP_TO_IP 0.104 0.080 0.830 0.028
+score NOT_ADVISOR 2.160 2.444 2.590 2.700
+score NOT_INTENDED 0 # n=0 n=1 n=2 n=3
+score NOT_ML_MARKETING 0 # n=0 n=1 n=2 n=3
+score NO_CATCH 0 0 0.127 0.001 # n=0 n=1
+score NO_COST 0.078 0.002 0.335 0.000
+score NO_CREDIT_CHECK 0 0.000 1.990 0.037 # n=0
+score NO_DISAPPOINTMENT 0 1.498 1.609 0.410 # n=0
+score NO_DNS_FOR_FROM 0 # n=0 n=1 n=2 n=3
+score NO_EXPERIENCE 0 # n=0 n=1
+score NO_FEE 0 # n=0 n=1
+score NO_FORMS 1.622 0.973 0.912 0.011
+score NO_GIMMICK 0 # n=0 n=1 n=2 n=3
+score NO_INVENTORY 0 # n=0 n=1 n=2 n=3
+score NO_INVESTMENT 0 # n=0 n=1 n=2 n=3
+score NO_MEDICAL 1.440 1.656 1.665 0 # n=3
+score NO_MIDDLEMAN 0 # n=0 n=1 n=2 n=3
+score NO_OBLIGATION 0.905 0.565 1.157 0.830
+score NO_PURCHASE 0 0 0.107 0.000 # n=0 n=1
+score NO_QS_ASKED 0.000 1.196 0.000 0.000
+score NO_RDNS_DOTCOM_HELO 0.025 0.024 0.601 0.016
+score NO_REAL_NAME 0.124 0.178 0.336 0.007
+score NO_SELLING 0 # n=0 n=1 n=2 n=3
+score NUMERIC_HTTP_ADDR 1.565 1.572 1.872 2.135
+score OBFUSCATING_COMMENT 1.593 1.196 1.874 1.688
+score OBSCURED_EMAIL 2.720 3.194 3.186 3.132
+score OFFSHORE_SCAM 0 0.337 0.127 0.144 # n=0
+score ONCE_IN_LIFETIME 0 # n=0 n=1 n=2 n=3
+score ONE_TIME 0.044 0 0.036 0.619 # n=1
+score ONE_TIME_MAILING 0 0 0.017 0.056 # n=0 n=1
+score ONLINE_PHARMACY 2.730 0.006 2.895 0.000
+score OPTING_OUT 0.157 0.494 0.030 0.479
+score OPTING_OUT_CAPS 0.067 0.026 0.483 0.000
+score ORDER_NOW 0.060 0 0.000 0.000 # n=1
+score ORDER_REPORT 0 0 1.230 0 # n=0 n=1 n=3
+score OUR_AFFILIATE_PARTNERS 0 0 0.041 1.443 # n=0 n=1
+score OUR_STRICT_ANTI 0 # n=0 n=1 n=2 n=3
+score PAY_SITE 0 0 1.850 1.900 # n=0 n=1
+score PERCENT_RANDOM 2.285 3.098 2.050 3.124
+score PLING_PLING 0.046 0.432 0.213 0.028
+score PLING_QUERY 0.201 0.857 0.906 0.368
+score PORN_15 1.680 1.974 2.035 2.168
+score PORN_16 0.907 0.462 1.305 0.017
+score PORN_CELEBRITY 0.675 1.569 0.319 0.038
+score PORN_URL_MISC 1.728 0.573 1.767 1.620
+score PORN_URL_PANT 0 # n=0 n=1 n=2 n=3
+score PORN_URL_SEX 1.865 1.427 1.817 0.011
+score PORN_URL_SLUT 0.941 1.022 0.194 0.094
+score PREST_NON_ACCREDITED 1.520 1.394 1.607 1.901
+score PRIORITY_MAIL 0 # n=0 n=1 n=2 n=3
+score PRIORITY_NO_NAME 1.455 1.185 1.836 1.097
+score PYZOR_CHECK 0 2.041 0 3.451 # n=0 n=2
+score RATWARE_BAD_REFS 0 # n=0 n=1 n=2 n=3
+score RATWARE_DIFFOND 0 # n=0 n=1 n=2 n=3
+score RATWARE_EGROUPS 2.180 2.701 2.552 2.805
+score RATWARE_EMPTY_HELO 0 # n=0 n=1 n=2 n=3
+score RATWARE_EVAMAIL 0 # n=0 n=1 n=2 n=3
+score RATWARE_GECKO_BUILD 0.002 0.826 0.784 1.385
+score RATWARE_HASH_2 0.039 0 0.085 0.037 # n=1
+score RATWARE_HASH_2_V2 1.798 1.319 1.767 0.980
+score RATWARE_HASH_DASH 1.133 0.947 1.500 1.646
+score RATWARE_IMKTG 0 # n=0 n=1 n=2 n=3
+score RATWARE_JPFREE 0 0 1.942 2.100 # n=0 n=1
+score RATWARE_MMAILER 0 # n=0 n=1 n=2 n=3
+score RATWARE_MOZ_MALFORMED 1.594 0.990 1.752 0.558
+score RATWARE_NETIP 0.439 1.033 2.312 2.286
+score RATWARE_OE_MALFORMED 2.160 2.407 2.522 2.588
+score RATWARE_OE_PI 0 # n=0 n=1 n=2 n=3
+score RATWARE_RCVD_AT 2.550 1.011 2.691 3.415
+score RATWARE_RCVD_LC_ESMTP 1.745 1.474 2.122 2.083
+score RATWARE_RCVD_PF 2.880 3.384 3.608 3.867
+score RATWARE_SCREWUP_1 0 # n=0 n=1 n=2 n=3
+score RATWARE_STORM_URI 1.920 1.518 2.405 2.295
+score RATWARE_VC_IPA 0 # n=0 n=1 n=2 n=3
+score RATWARE_XMAILER 0 # n=0 n=1 n=2 n=3
+score RATWARE_ZERO_TZ 3.200 2.372 3.875 4.100
+score RAZOR2_CF_RANGE_11_50 0 0.095 0 0.000 # n=0 n=2
+score RAZOR2_CF_RANGE_51_100 0 1.485 0 0.056 # n=0 n=2
+score RAZOR2_CHECK 0 0.150 0 1.511 # n=0 n=2
+score RCVD_6_CAPS_ESMTP_ID 0 # n=0 n=1 n=2 n=3
+score RCVD_AM_PM 1.558 0.091 1.802 1.927
+score RCVD_BONUS_SPC_DATE 1.371 0.904 1.575 1.872
+score RCVD_BY_IP 0.000 0.024 0.051 0.067
+score RCVD_BY_QVES_COM 0 # n=0 n=1 n=2 n=3
+score RCVD_DOUBLE_IP_LOOSE 0.086 0.000 0.043 0.000
+score RCVD_DOUBLE_IP_SPAM 3.520 4.106 4.162 4.101
+score RCVD_FAKE_HELO_DOTCOM 0.899 0.034 0.969 0.424
+score RCVD_HELO_IP_MISMATCH 2.799 0.618 1.647 2.178
+score RCVD_ILLEGAL_IP 1.335 1.370 1.588 0.944
+score RCVD_IN_BL_SPAMCOP_NET 0 1.832 0 1.216 # n=0 n=2
+score RCVD_IN_DSBL 0 2.765 0 3.805 # n=0 n=2
+score RCVD_IN_NJABL_CGI 0 # n=0 n=1 n=2 n=3
+score RCVD_IN_NJABL_DUL 0 1.655 0 0.088 # n=0 n=2
+score RCVD_IN_NJABL_MULTI 0 # n=0 n=1 n=2 n=3
+score RCVD_IN_NJABL_PROXY 0 1.026 0 0.438 # n=0 n=2
+score RCVD_IN_NJABL_RELAY 0 0.934 0 1.397 # n=0 n=2
+score RCVD_IN_NJABL_SPAM 0 1.051 0 1.841 # n=0 n=2
+score RCVD_IN_RFC_IPWHOIS 0 1.140 0 1.664 # n=0 n=2
+score RCVD_IN_RSL 0 0.677 0 1.720 # n=0 n=2
+score RCVD_IN_SBL 0 1.050 0 0.107 # n=0 n=2
+score RCVD_IN_SORBS_BLOCK 0 # n=0 n=1 n=2 n=3
+score RCVD_IN_SORBS_DUL 0 0.137 0 1.987 # n=0 n=2
+score RCVD_IN_SORBS_HTTP 0 0 0 0.043 # n=0 n=1 n=2
+score RCVD_IN_SORBS_MISC 0 0.000 0 0.338 # n=0 n=2
+score RCVD_IN_SORBS_SMTP 0 1.597 0 2.493 # n=0 n=2
+score RCVD_IN_SORBS_SOCKS 0 1.847 0 2.054 # n=0 n=2
+score RCVD_IN_SORBS_WEB 0 0 0 0.007 # n=0 n=1 n=2
+score RCVD_IN_SORBS_ZOMBIE 0 0.819 0 0.000 # n=0 n=2
+score RCVD_IN_XBL 0 2.511 0 3.076 # n=0 n=2
+score RCVD_NUMERIC_HELO 0.636 1.531 1.348 1.248
+score READ_TO_END 0 # n=0 n=1 n=2 n=3
+score RECEIVED_CACHEFLOW 0 # n=0 n=1 n=2 n=3
+score RECEIVED_IDENT_SQUID 0 # n=0 n=1 n=2 n=3
+score RECEIVE_OFFER 1.125 0.955 1.446 0.793
+score REFINANCE_NOW 1.611 0.009 1.191 0.029
+score REFINANCE_YOUR_HOME 1.321 0.394 0.917 0.340
+score REMOVE_FROM_LIST 0 0.039 0.000 0.000 # n=0
+score REMOVE_PAGE 0.081 0.604 0.000 0.191
+score REMOVE_POSTAL 1.520 1.362 1.757 1.900
+score REPLY_TO_EMPTY 1.274 1.410 1.568 1.643
+score REPLY_TO_ULINE_NUMS 0 0 0.000 0.003 # n=0 n=1
+score RESISTANCE_IS_FUTILE 1.520 1.786 1.850 0 # n=3
+score REVERSE_AGING 1.919 1.403 2.057 2.150
+score RICH 0 0.451 0.000 0.000 # n=0
+score RISK_FREE 0.036 0.247 0.135 0.230
+score ROUND_THE_WORLD 0 1.741 0 1.958 # n=0 n=2
+score ROUND_THE_WORLD_LOCAL 1.347 0.464 2.351 0.213
+score RUSSIAN_UCE_SUBJECT 0 # n=0 n=1 n=2 n=3
+score SAFEGUARD_NOTICE 0 # n=0 n=1 n=2 n=3
+score SATIS_GUAR 0.884 0.000 0.825 0.081
+score SAVE_MONEY 0 0 0.029 0.000 # n=0 n=1
+score SAVE_THOUSANDS 0.929 1.889 0.717 0.031
+score SAVE_UP_TO 0 0 0.036 0.000 # n=0 n=1
+score SAVINGS 0.000 0 0.042 0.000 # n=1
+score SEDUCTION 1.560 1.356 1.415 1.054
+score SEE_FOR_YOURSELF 0.544 0.381 0.591 0.044
+score SELECTED_YOU 1.485 1.865 1.841 1.897
+score SENT_IN_COMPLIANCE 1.520 1.786 1.850 2.000
+score SERIOUS_ONLY 0 0 1.664 1.748 # n=0 n=1
+score SEX_FEST 0 # n=0 n=1 n=2 n=3
+score SOMETHING_FOR_ADULTS 1.433 1.513 1.614 0.006
+score SOME_BREAKTHROUGH 0.232 1.921 0.907 1.610
+score SORTED_RECIPS 0.879 1.155 1.759 0.887
+score START_NOW_CAPS 1.280 1.499 1.124 0.857
+score STOCK_ALERT 2.362 1.782 2.378 2.385
+score STOCK_PICK 0.106 0.150 0.041 1.470
+score STOP_SNORING 0 # n=0 n=1 n=2 n=3
+score STRONG_BUY 2.880 3.384 3.018 3.117
+score SUBJECT_DIET 1.355 0.723 0.059 0.266
+score SUBJECT_DRUG_GAP_C 1.993 1.917 2.501 1.325
+score SUBJECT_DRUG_GAP_L 2.117 2.726 2.181 2.456
+score SUBJECT_DRUG_GAP_P 0.621 0.765 0.698 1.425
+score SUBJECT_DRUG_GAP_S 2.005 0.277 2.920 2.041
+score SUBJECT_DRUG_GAP_VA 2.005 1.922 2.934 3.680
+score SUBJECT_DRUG_GAP_VIA 2.659 1.770 3.158 0.253
+score SUBJECT_DRUG_GAP_VIC 2.560 2.961 2.691 2.868
+score SUBJECT_DRUG_GAP_X 2.538 2.282 2.945 2.512
+score SUBJECT_SEXUAL 2.160 2.538 2.775 2.900
+score SUBJ_2_CREDIT 0 0.500 0.000 0.076 # n=0
+score SUBJ_2_NUM_PARENS 1.472 0.276 1.672 2.102
+score SUBJ_ALL_CAPS 0.763 0.365 0.257 0.665
+score SUBJ_AS_SEEN 0.995 1.691 1.214 0.000
+score SUBJ_BUY 0.565 0.490 0.414 0.000
+score SUBJ_DOLLARS 2.449 0.973 1.935 0.054
+score SUBJ_DOUBLE_YOUR 0 # n=0 n=1 n=2 n=3
+score SUBJ_FOR_ONLY 0.646 1.100 1.726 0.044
+score SUBJ_FREE_CAP 0.011 0.000 0.146 0.000
+score SUBJ_FREE_INSTANT 0 # n=0 n=1 n=2 n=3
+score SUBJ_GUARANTEED 1.749 1.302 0.081 0.452
+score SUBJ_HAS_SPACES 2.240 0.637 1.899 1.175
+score SUBJ_HAS_TIME_ID 0 # n=0 n=1 n=2 n=3
+score SUBJ_HAS_UNIQ_ID 0.899 1.122 0.809 1.339
+score SUBJ_ILLEGAL_CHARS 2.880 2.854 3.459 2.854
+score SUBJ_LIFE_INSURANCE 1.840 2.068 2.184 2.020
+score SUBJ_NOW_ONLY 0 # n=0 n=1 n=2 n=3
+score SUBJ_RIPPED 0 # n=0 n=1 n=2 n=3
+score SUBJ_YOUR_DEBT 1.760 2.068 2.035 1.261
+score SUBJ_YOUR_FAMILY 1.647 0 2.033 0.011 # n=1
+score SUBJ_YOUR_OWN 0.872 1.294 1.371 0.000
+score SUB_FREE_OFFER 0.055 0.034 0.103 0.000
+score SUB_HELLO 1.405 1.358 0.954 0.007
+score SUSPICIOUS_RECIPS 1.473 1.459 0.820 1.915
+score TARGETED 0 0.692 1.471 0.480 # n=0
+score TERRA_ES 1.367 0.816 1.746 2.612
+score THE_BEST_RATE 0.000 0.550 0.000 0.000
+score THIS_IS_AN_AD 0 # n=0 n=1 n=2 n=3
+score TO_ADDRESS_EQ_REAL 0 0.470 0.131 0.026 # n=0
+score TO_EMPTY 0 0 0.164 0.097 # n=0 n=1
+score TO_FILENAME 0 # n=0 n=1 n=2 n=3
+score TO_INVESTORS 0 # n=0 n=1 n=2 n=3
+score TO_MALFORMED 0.895 2.253 0.455 2.187
+score TO_NO_USER 0.332 0.116 1.615 0.128
+score TO_RECIP_MARKER 0 0 1.370 1.539 # n=0 n=1
+score TO_TXT 0 0 1.362 1.580 # n=0 n=1
+score TRACKER_ID 1.825 1.064 1.818 0.555
+score UNCLAIMED_MONEY 1.263 1.703 1.945 1.584
+score UNDISC_RECIPS 0.966 1.391 1.295 1.302
+score UNIQUE_WORDS 3.109 2.549 1.639 2.273
+score UNIVERSITY_DIPLOMAS 2.242 0.523 0 0 # n=2 n=3
+score UNRESOLVED_TEMPLATE 1.324 0.618 1.369 2.866
+score UPPERCASE_25_50 0.028 0.207 0.039 0.026
+score UPPERCASE_50_75 0.350 0.928 0.017 0.000
+score UPPERCASE_75_100 0.000 0.539 0.029 0.000
+score UP_TO_OR_MORES 0 0 0.017 0.025 # n=0 n=1
+score URG_BIZ 0.288 0.030 1.064 1.808
+score URIBL_AB_SURBL 0 2.007 0 0.417 # n=0 n=2
+score URIBL_OB_SURBL 0 1.996 0 3.213 # n=0 n=2
+score URIBL_PH_SURBL 0 0.839 0 2.000 # n=0 n=2
+score URIBL_SBL 0 0.629 0 0.996 # n=0 n=2
+score URIBL_SC_SURBL 0 3.897 0 4.263 # n=0 n=2
+score URIBL_WS_SURBL 0 0.539 0 1.462 # n=0 n=2
+score URI_4YOU 1.027 1.812 0.898 1.966
+score URI_AFFILIATE 2.243 0.000 1.808 2.052
+score URI_IS_POUND 0 0.333 0.000 0.000 # n=0
+score URI_LONG_HOSTNAME 0 0 0.031 0.000 # n=0 n=1
+score URI_OFFERS 1.328 0.252 1.460 0.770
+score URI_REDIRECTOR 0 0 0.031 0.011 # n=0 n=1
+score USERNAME_IN_SUBJECT 0 # n=0 n=1 n=2 n=3
+score USERPASS 0.429 0.561 1.319 0.268
+score USE_IDENTITY 0 # n=0 n=1 n=2 n=3
+score US_DOLLARS_2 0 0.000 0.057 0.000 # n=0
+score US_DOLLARS_3 0.331 0.411 0.010 0.354
+score VAR_REF_IN_RECEIVED 0 # n=0 n=1 n=2 n=3
+score VIA_GAP_GRA 2.800 3.171 2.886 3.005
+score WALAA 0 # n=0 n=1 n=2 n=3
+score WEALTH 0 # n=0 n=1 n=2 n=3
+score WEIRD_PORT 0.001 0.507 0.228 0.109
+score WEIRD_QUOTING 1.353 1.966 1.774 2.000
+score WE_HATE_SPAM2 0 # n=0 n=1 n=2 n=3
+score WE_HONOR_ALL 2.063 2.365 1.789 2.029
+score WHILE_SUPPLIES 0 # n=0 n=1
+score WHILE_YOU_SLEEP 0.858 0.605 1.786 0.000
+score WHY_PAY_MORE 1.249 0 1.713 1.978 # n=1
+score WHY_WAIT 2.240 2.060 0.796 0.764
+score WITH_LC_SMTP 1.600 0.235 1.862 2.200
+score WORK_AT_HOME 0 0 0.325 0.030 # n=0 n=1
+score WRINKLES 1.730 2.097 1.917 2.091
+score X_AUTH_WARN_FAKED 2.094 2.599 1.654 3.105
+score X_ENC_PRESENT 0 # n=0 n=1 n=2 n=3
+score X_ESMTP 0 0 0.000 0.023 # n=0 n=1
+score X_LIBRARY 2.105 1.369 1.863 2.755
+score X_LIST_UNSUBSCRIBE 0 # n=0 n=1 n=2 n=3
+score X_MAILER_GIBBERISH 0 # n=0 n=1 n=2 n=3
+score X_MAIL_ID_PRESENT 0 # n=0 n=1 n=2 n=3
+score X_MESSAGE_INFO 3.600 4.187 4.162 4.244
+score X_MSMAIL_PRIORITY_HIGH 0.000 0.267 0.021 0.000
+score X_ORIG_IP_NOT_IPV4 0.009 1.006 0.081 2.582
+score X_PMFLAGS_PRESENT 0 # n=0 n=1 n=2 n=3
+score X_PRECEDENCE_REF 0 # n=0 n=1 n=2 n=3
+score X_PRIORITY_HIGH 0.125 0.093 0.077 0.000
+score X_PRI_MISMATCH_HI 0 # n=0 n=1 n=2 n=3
+score X_SERV_HOST_PRESENT 0 # n=0 n=1 n=2 n=3
+score X_STORMPOST_TO 0 # n=0 n=1 n=2 n=3
+score YAHOO_DRS_REDIR 1.911 0.911 1.956 0.984
+score YAHOO_RD_REDIR 1.237 1.083 1.366 1.642
+score YAHOO_SRD_REDIR 0 # n=0 n=1 n=2 n=3
+score YOUR_INCOME 0.674 0.892 0.372 1.092
+score YOU_CAN_SEARCH 1.370 0.444 1.246 1.630
+score YOU_WON 0.144 0.269 0.003 0.579
# End of generated scores. </gen:mutable>
Modified: spamassassin/trunk/rules/STATISTICS-set1.txt
==============================================================================
--- spamassassin/trunk/rules/STATISTICS-set1.txt (original)
+++ spamassassin/trunk/rules/STATISTICS-set1.txt Mon Aug 9 15:27:18 2004
@@ -3,160 +3,160 @@
Classification success on test corpora, at default threshold:
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28778 99.97%
-# Correctly spam: 55659 99.00%
-# False positives: 8 0.03%
-# False negatives: 560 1.00%
-# TCR(l=50): 58.561458 SpamRecall: 99.004% SpamPrec: 99.986%
+# Correctly non-spam: 28655 99.96%
+# Correctly spam: 55676 98.84%
+# False positives: 11 0.04%
+# False negatives: 654 1.16%
+# TCR(l=50): 46.785714 SpamRecall: 98.839% SpamPrec: 99.980%
Results on test corpora at various alternative thresholds:
# SUMMARY for threshold -4.0:
-# Correctly non-spam: 466 1.62%
-# Correctly spam: 56218 100.00%
-# False positives: 28320 98.38%
+# Correctly non-spam: 451 1.57%
+# Correctly spam: 56329 100.00%
+# False positives: 28215 98.43%
# False negatives: 1 0.00%
-# TCR(l=50): 0.039703 SpamRecall: 99.998% SpamPrec: 66.500%
+# TCR(l=50): 0.039929 SpamRecall: 99.998% SpamPrec: 66.627%
# SUMMARY for threshold -3.0:
-# Correctly non-spam: 466 1.62%
-# Correctly spam: 56218 100.00%
-# False positives: 28320 98.38%
+# Correctly non-spam: 489 1.71%
+# Correctly spam: 56329 100.00%
+# False positives: 28177 98.29%
# False negatives: 1 0.00%
-# TCR(l=50): 0.039703 SpamRecall: 99.998% SpamPrec: 66.500%
+# TCR(l=50): 0.039983 SpamRecall: 99.998% SpamPrec: 66.657%
# SUMMARY for threshold -2.0:
-# Correctly non-spam: 1086 3.77%
-# Correctly spam: 56216 99.99%
-# False positives: 27700 96.23%
-# False negatives: 3 0.01%
-# TCR(l=50): 0.040591 SpamRecall: 99.995% SpamPrec: 66.991%
+# Correctly non-spam: 1076 3.75%
+# Correctly spam: 56329 100.00%
+# False positives: 27590 96.25%
+# False negatives: 1 0.00%
+# TCR(l=50): 0.040834 SpamRecall: 99.998% SpamPrec: 67.123%
# SUMMARY for threshold -1.0:
-# Correctly non-spam: 1423 4.94%
-# Correctly spam: 56216 99.99%
-# False positives: 27363 95.06%
-# False negatives: 3 0.01%
-# TCR(l=50): 0.041091 SpamRecall: 99.995% SpamPrec: 67.261%
+# Correctly non-spam: 1361 4.75%
+# Correctly spam: 56329 100.00%
+# False positives: 27305 95.25%
+# False negatives: 1 0.00%
+# TCR(l=50): 0.041260 SpamRecall: 99.998% SpamPrec: 67.352%
# SUMMARY for threshold 0.0:
-# Correctly non-spam: 2927 10.17%
-# Correctly spam: 56216 99.99%
-# False positives: 25859 89.83%
-# False negatives: 3 0.01%
-# TCR(l=50): 0.043481 SpamRecall: 99.995% SpamPrec: 68.493%
+# Correctly non-spam: 3032 10.58%
+# Correctly spam: 56329 100.00%
+# False positives: 25634 89.42%
+# False negatives: 1 0.00%
+# TCR(l=50): 0.043949 SpamRecall: 99.998% SpamPrec: 68.725%
# SUMMARY for threshold 1.0:
-# Correctly non-spam: 24778 86.08%
-# Correctly spam: 56136 99.85%
-# False positives: 4008 13.92%
-# False negatives: 83 0.15%
-# TCR(l=50): 0.280418 SpamRecall: 99.852% SpamPrec: 93.336%
+# Correctly non-spam: 24503 85.48%
+# Correctly spam: 56265 99.88%
+# False positives: 4163 14.52%
+# False negatives: 65 0.12%
+# TCR(l=50): 0.270538 SpamRecall: 99.885% SpamPrec: 93.111%
# SUMMARY for threshold 2.0:
-# Correctly non-spam: 28141 97.76%
-# Correctly spam: 56079 99.75%
-# False positives: 645 2.24%
-# False negatives: 140 0.25%
-# TCR(l=50): 1.735690 SpamRecall: 99.751% SpamPrec: 98.863%
+# Correctly non-spam: 27974 97.59%
+# Correctly spam: 56209 99.79%
+# False positives: 692 2.41%
+# False negatives: 121 0.21%
+# TCR(l=50): 1.622361 SpamRecall: 99.785% SpamPrec: 98.784%
# SUMMARY for threshold 3.0:
-# Correctly non-spam: 28615 99.41%
-# Correctly spam: 55999 99.61%
-# False positives: 171 0.59%
-# False negatives: 220 0.39%
-# TCR(l=50): 6.410376 SpamRecall: 99.609% SpamPrec: 99.696%
+# Correctly non-spam: 28531 99.53%
+# Correctly spam: 56119 99.63%
+# False positives: 135 0.47%
+# False negatives: 211 0.37%
+# TCR(l=50): 8.092228 SpamRecall: 99.625% SpamPrec: 99.760%
# SUMMARY for threshold 4.0:
-# Correctly non-spam: 28742 99.85%
-# Correctly spam: 55875 99.39%
-# False positives: 44 0.15%
-# False negatives: 344 0.61%
-# TCR(l=50): 22.098664 SpamRecall: 99.388% SpamPrec: 99.921%
+# Correctly non-spam: 28637 99.90%
+# Correctly spam: 55950 99.33%
+# False positives: 29 0.10%
+# False negatives: 380 0.67%
+# TCR(l=50): 30.781421 SpamRecall: 99.325% SpamPrec: 99.948%
# SUMMARY for threshold 4.5:
-# Correctly non-spam: 28773 99.95%
-# Correctly spam: 55793 99.24%
-# False positives: 13 0.05%
-# False negatives: 426 0.76%
-# TCR(l=50): 52.248141 SpamRecall: 99.242% SpamPrec: 99.977%
+# Correctly non-spam: 28649 99.94%
+# Correctly spam: 55836 99.12%
+# False positives: 17 0.06%
+# False negatives: 494 0.88%
+# TCR(l=50): 41.912202 SpamRecall: 99.123% SpamPrec: 99.970%
# SUMMARY for threshold 5.5:
-# Correctly non-spam: 28781 99.98%
-# Correctly spam: 55501 98.72%
-# False positives: 5 0.02%
-# False negatives: 718 1.28%
-# TCR(l=50): 58.077479 SpamRecall: 98.723% SpamPrec: 99.991%
+# Correctly non-spam: 28659 99.98%
+# Correctly spam: 55496 98.52%
+# False positives: 7 0.02%
+# False negatives: 834 1.48%
+# TCR(l=50): 47.576014 SpamRecall: 98.519% SpamPrec: 99.987%
# SUMMARY for threshold 6.0:
-# Correctly non-spam: 28781 99.98%
-# Correctly spam: 55310 98.38%
+# Correctly non-spam: 28661 99.98%
+# Correctly spam: 55263 98.11%
# False positives: 5 0.02%
-# False negatives: 909 1.62%
-# TCR(l=50): 48.506471 SpamRecall: 98.383% SpamPrec: 99.991%
+# False negatives: 1067 1.89%
+# TCR(l=50): 42.771450 SpamRecall: 98.106% SpamPrec: 99.991%
# SUMMARY for threshold 6.5:
-# Correctly non-spam: 28781 99.98%
-# Correctly spam: 55072 97.96%
-# False positives: 5 0.02%
-# False negatives: 1147 2.04%
-# TCR(l=50): 40.242663 SpamRecall: 97.960% SpamPrec: 99.991%
+# Correctly non-spam: 28663 99.99%
+# Correctly spam: 54976 97.60%
+# False positives: 3 0.01%
+# False negatives: 1354 2.40%
+# TCR(l=50): 37.453457 SpamRecall: 97.596% SpamPrec: 99.995%
# SUMMARY for threshold 7.0:
-# Correctly non-spam: 28781 99.98%
-# Correctly spam: 54721 97.34%
-# False positives: 5 0.02%
-# False negatives: 1498 2.66%
-# TCR(l=50): 32.161899 SpamRecall: 97.335% SpamPrec: 99.991%
+# Correctly non-spam: 28664 99.99%
+# Correctly spam: 54691 97.09%
+# False positives: 2 0.01%
+# False negatives: 1639 2.91%
+# TCR(l=50): 32.392179 SpamRecall: 97.090% SpamPrec: 99.996%
# SUMMARY for threshold 8.0:
-# Correctly non-spam: 28781 99.98%
-# Correctly spam: 54003 96.06%
-# False positives: 5 0.02%
-# False negatives: 2216 3.94%
-# TCR(l=50): 22.797648 SpamRecall: 96.058% SpamPrec: 99.991%
+# Correctly non-spam: 28665 100.00%
+# Correctly spam: 53929 95.74%
+# False positives: 1 0.00%
+# False negatives: 2401 4.26%
+# TCR(l=50): 22.982456 SpamRecall: 95.738% SpamPrec: 99.998%
# SUMMARY for threshold 9.0:
-# Correctly non-spam: 28783 99.99%
-# Correctly spam: 53132 94.51%
-# False positives: 3 0.01%
-# False negatives: 3087 5.49%
-# TCR(l=50): 17.367624 SpamRecall: 94.509% SpamPrec: 99.994%
+# Correctly non-spam: 28665 100.00%
+# Correctly spam: 53009 94.10%
+# False positives: 1 0.00%
+# False negatives: 3321 5.90%
+# TCR(l=50): 16.710175 SpamRecall: 94.104% SpamPrec: 99.998%
# SUMMARY for threshold 10.0:
-# Correctly non-spam: 28783 99.99%
-# Correctly spam: 52139 92.74%
-# False positives: 3 0.01%
-# False negatives: 4080 7.26%
-# TCR(l=50): 13.290544 SpamRecall: 92.743% SpamPrec: 99.994%
+# Correctly non-spam: 28665 100.00%
+# Correctly spam: 52088 92.47%
+# False positives: 1 0.00%
+# False negatives: 4242 7.53%
+# TCR(l=50): 13.124418 SpamRecall: 92.469% SpamPrec: 99.998%
# SUMMARY for threshold 12.0:
-# Correctly non-spam: 28783 99.99%
-# Correctly spam: 50107 89.13%
-# False positives: 3 0.01%
-# False negatives: 6112 10.87%
-# TCR(l=50): 8.977803 SpamRecall: 89.128% SpamPrec: 99.994%
+# Correctly non-spam: 28665 100.00%
+# Correctly spam: 50063 88.87%
+# False positives: 1 0.00%
+# False negatives: 6267 11.13%
+# TCR(l=50): 8.917208 SpamRecall: 88.874% SpamPrec: 99.998%
# SUMMARY for threshold 15.0:
-# Correctly non-spam: 28783 99.99%
-# Correctly spam: 46538 82.78%
-# False positives: 3 0.01%
-# False negatives: 9681 17.22%
-# TCR(l=50): 5.718543 SpamRecall: 82.780% SpamPrec: 99.994%
+# Correctly non-spam: 28665 100.00%
+# Correctly spam: 46427 82.42%
+# False positives: 1 0.00%
+# False negatives: 9903 17.58%
+# TCR(l=50): 5.659600 SpamRecall: 82.420% SpamPrec: 99.998%
# SUMMARY for threshold 17.0:
-# Correctly non-spam: 28783 99.99%
-# Correctly spam: 43816 77.94%
-# False positives: 3 0.01%
-# False negatives: 12403 22.06%
-# TCR(l=50): 4.478531 SpamRecall: 77.938% SpamPrec: 99.993%
+# Correctly non-spam: 28665 100.00%
+# Correctly spam: 43749 77.67%
+# False positives: 1 0.00%
+# False negatives: 12581 22.33%
+# TCR(l=50): 4.459663 SpamRecall: 77.666% SpamPrec: 99.998%
# SUMMARY for threshold 20.0:
-# Correctly non-spam: 28784 99.99%
-# Correctly spam: 38928 69.24%
-# False positives: 2 0.01%
-# False negatives: 17291 30.76%
-# TCR(l=50): 3.232649 SpamRecall: 69.243% SpamPrec: 99.995%
+# Correctly non-spam: 28666 100.00%
+# Correctly spam: 38781 68.85%
+# False positives: 0 0.00%
+# False negatives: 17549 31.15%
+# TCR(l=50): 3.209870 SpamRecall: 68.846% SpamPrec: 100.000%
Test hit frequencies, for spam and ham corpora:
@@ -165,826 +165,829 @@
and the 'score' field should be ignored.)
OVERALL% SPAM% HAM% S/O RANK SCORE NAME
- 766280 506316 259964 0.661 0.00 0.00 (all messages)
-100.000 66.0745 33.9255 0.661 0.00 0.00 (all messages as %)
- 24.399 36.9269 0.0004 1.000 1.00 4.08 X_MESSAGE_INFO
- 22.283 33.7244 0.0004 1.000 1.00 4.23 MIME_BOUND_DD_DIGITS
- 14.416 21.8176 0.0012 1.000 0.99 2.65 HELO_DYNAMIC_IPADDR
- 9.492 14.3647 0.0004 1.000 0.98 3.91 RCVD_DOUBLE_IP_SPAM
- 10.511 15.9071 0.0012 1.000 0.98 2.51 URIBL_AB_SURBL
- 18.020 27.2693 0.0042 1.000 0.97 3.83 URIBL_SC_SURBL
- 8.014 12.1286 0.0008 1.000 0.97 3.07 MSGID_SPAM_CAPS
- 35.577 53.8409 0.0058 1.000 0.97 2.33 RCVD_IN_XBL
- 6.955 10.5254 0.0015 1.000 0.96 0.00 DRUGS_ANXIETY_EREC
- 5.557 8.4108 0.0004 1.000 0.95 2.24 DRUGS_MANYKINDS
- 6.069 9.1842 0.0015 1.000 0.95 0.03 DRUGS_DIET_EREC
- 6.574 9.9489 0.0023 1.000 0.95 1.58 DRUGS_DIET
- 5.071 7.6745 0.0000 1.000 0.95 3.78 DRUGS_ANXIETY_OBFU
- 9.843 14.8943 0.0054 1.000 0.94 0.43 DIGEST_MULTIPLE
- 6.116 9.2547 0.0035 1.000 0.94 0.55 HELO_DYNAMIC_DHCP
- 4.634 7.0136 0.0000 1.000 0.94 2.23 DRUGS_SLEEP_EREC
- 4.791 7.2510 0.0008 1.000 0.94 1.88 HELO_DYNAMIC_HCC
- 5.331 8.0665 0.0035 1.000 0.93 0.00 BAYES_99
- 4.397 6.6543 0.0008 1.000 0.93 1.16 DRUGS_DIET_PAIN
- 4.311 6.5236 0.0012 1.000 0.92 0.00 DRUGS_DEPR_EREC
- 44.500 67.3406 0.0138 1.000 0.92 2.77 RCVD_IN_DSBL
- 4.229 6.3996 0.0015 1.000 0.92 0.90 HELO_DYNAMIC_IPADDR2
- 13.071 19.7774 0.0108 0.999 0.92 0.95 RCVD_HELO_IP_MISMATCH
- 7.309 11.0573 0.0085 0.999 0.91 0.87 HTML_BACKHAIR_8
- 6.715 10.1579 0.0088 0.999 0.91 0.74 DRUGS_ERECTILE_OBFU
- 2.859 4.3269 0.0008 1.000 0.90 2.69 DATE_SPAMWARE_Y2K
- 2.392 3.6209 0.0000 1.000 0.90 2.12 SUBJECT_DRUG_GAP_X
- 3.692 5.5854 0.0031 0.999 0.90 2.19 DRUGS_PAIN_OBFU
- 29.956 45.3286 0.0162 1.000 0.90 0.00 MIME_HTML_ONLY_MULTI
- 2.244 3.3969 0.0000 1.000 0.90 1.12 RATWARE_RCVD_AT
- 2.218 3.3570 0.0000 1.000 0.89 1.55 SUBJECT_DRUG_GAP_VA
- 2.203 3.3343 0.0000 1.000 0.89 1.92 RATWARE_ZERO_TZ
- 2.220 3.3590 0.0004 1.000 0.89 0.89 HTML_NONELEMENT_90_100
- 4.768 7.2131 0.0069 0.999 0.89 0.20 DRUGS_SLEEP
- 8.253 12.4843 0.0131 0.999 0.89 0.00 DRUGS_ANXIETY
- 1.901 2.8769 0.0000 1.000 0.89 1.18 SUBJECT_DRUG_GAP_S
- 5.003 7.5676 0.0088 0.999 0.89 0.00 DRUGS_PAIN_EREC
- 3.072 0.0026 9.0505 0.000 0.88 0.00 BAYES_00
- 6.129 9.2687 0.0127 0.999 0.88 2.50 UNIQUE_WORDS
- 1.752 2.6511 0.0000 1.000 0.88 3.51 HELO_DYNAMIC_ATTBI
- 1.728 2.6146 0.0000 1.000 0.88 0.46 HTML_BADTAG_90_100
- 2.987 4.5167 0.0062 0.999 0.87 3.05 FORGED_MUA_OUTLOOK
- 3.166 4.7881 0.0081 0.998 0.86 1.76 MSGID_RANDY
- 4.924 7.4454 0.0123 0.998 0.86 0.91 DOMAIN_RATIO
- 7.763 11.7399 0.0173 0.999 0.86 1.65 HTML_IMAGE_ONLY_08
- 1.835 2.7751 0.0031 0.999 0.86 3.04 HTML_IMAGE_ONLY_04
- 4.603 6.9611 0.0112 0.998 0.86 0.33 DRUGS_MUSCLE
- 1.452 2.1982 0.0000 1.000 0.86 1.85 HELO_DYNAMIC_OOL
- 2.991 4.5221 0.0092 0.998 0.85 3.20 MSGID_DOLLARS
- 2.576 3.8946 0.0085 0.998 0.85 1.04 RCVD_IN_RSL
- 1.510 2.2834 0.0027 0.999 0.84 1.38 FORGED_MUA_AOL_FROM
- 1.138 1.7224 0.0000 1.000 0.84 0.73 MSGID_YAHOO_CAPS
- 1.109 1.6790 0.0000 1.000 0.84 3.37 HELO_DYNAMIC_COMCAST
- 2.311 3.4923 0.0088 0.997 0.84 0.75 UNRESOLVED_TEMPLATE
- 2.816 4.2564 0.0104 0.998 0.84 0.49 HTML_OBFUSCATE_10_20
- 1.228 1.8571 0.0015 0.999 0.84 0.56 HTML_NONELEMENT_80_90
- 1.011 1.5299 0.0000 1.000 0.83 2.33 HTML_OBFUSCATE_30_40
- 1.286 1.9452 0.0035 0.998 0.83 2.81 MSGID_SPAM_LETTERS
- 4.555 6.8852 0.0169 0.998 0.82 0.00 DRUGS_DEPRESSION
- 2.146 3.2422 0.0100 0.997 0.82 0.39 HTML_OBFUSCATE_20_30
- 3.156 4.7680 0.0150 0.997 0.82 1.94 PYZOR_CHECK
- 1.339 2.0242 0.0046 0.998 0.82 0.00 FORGED_AOL_HTML
- 0.909 1.3750 0.0000 1.000 0.82 0.77 DRUGS_DIET_OBFU
- 0.922 1.3948 0.0004 1.000 0.82 1.00 HTML_OBFUSCATE_50_60
- 1.099 1.6618 0.0035 0.998 0.81 2.30 INVALID_TZ_EST
- 0.850 1.2867 0.0004 1.000 0.81 0.79 HELO_DYNAMIC_SPLIT_IP
- 6.043 9.1332 0.0242 0.997 0.81 0.24 DRUGS_PAIN
- 0.983 1.4858 0.0027 0.998 0.81 1.60 RCVD_IN_SORBS_SOCKS
- 1.082 1.6361 0.0035 0.998 0.81 0.30 SUBJECT_DRUG_GAP_VIA
- 0.859 1.2992 0.0008 0.999 0.81 3.38 STRONG_BUY
- 0.821 1.2425 0.0004 1.000 0.81 3.38 RATWARE_RCVD_PF
- 0.849 1.2834 0.0015 0.999 0.80 3.15 MIME_BOUND_DIGITS_15
- 0.803 1.2149 0.0012 0.999 0.80 0.21 ONLINE_PHARMACY
- 0.718 1.0869 0.0000 1.000 0.80 1.63 HTML_OBFUSCATE_40_50
- 1.024 1.5467 0.0058 0.996 0.79 0.00 HTML_NONELEMENT_50_60
- 1.644 2.4820 0.0112 0.996 0.79 2.61 SUBJ_ILLEGAL_CHARS
- 9.067 13.7035 0.0354 0.997 0.78 1.49 DCC_CHECK
- 0.661 1.0008 0.0000 1.000 0.78 0.64 UNIVERSITY_DIPLOMAS
- 3.071 4.6368 0.0212 0.995 0.78 0.01 FORGED_OUTLOOK_HTML
- 35.602 53.8581 0.0454 0.999 0.78 1.72 MPART_ALT_DIFF
- 11.968 18.0927 0.0396 0.998 0.78 2.35 LONGWORDS
- 3.722 5.6210 0.0227 0.996 0.78 1.39 HTML_IMAGE_ONLY_12
- 2.174 3.2812 0.0173 0.995 0.78 0.00 FORGED_OUTLOOK_TAGS
- 0.616 0.9326 0.0000 1.000 0.78 2.06 HELO_DYNAMIC_YAHOOBB
- 0.791 1.1947 0.0042 0.996 0.78 1.14 HTML_ATTR_UNIQUE
- 0.804 1.2139 0.0050 0.996 0.77 1.20 OBFUSCATING_COMMENT
- 0.579 0.8763 0.0000 1.000 0.77 3.06 VIA_GAP_GRA
- 0.804 1.2137 0.0058 0.995 0.77 0.64 HTML_FONT_SIZE_LARGE
- 0.643 0.9719 0.0019 0.998 0.77 1.75 SUBJECT_DRUG_GAP_C
- 0.553 0.8368 0.0004 1.000 0.77 0.03 HTML_SHORT_CENTER
- 1.287 1.9413 0.0127 0.994 0.77 0.00 RCVD_IN_SORBS_WEB
- 0.676 1.0211 0.0035 0.997 0.76 0.43 HTML_NONELEMENT_70_80
- 0.547 0.8272 0.0004 1.000 0.76 0.70 HTML_BADTAG_50_60
- 0.585 0.8842 0.0019 0.998 0.76 1.04 HG_HORMONE
- 0.532 0.8052 0.0000 1.000 0.76 0.11 HTML_BADTAG_60_70
- 0.548 0.8285 0.0008 0.999 0.76 0.00 HTML_BADTAG_40_50
- 0.515 0.7794 0.0000 1.000 0.76 0.98 EMAIL_ROT13
- 0.529 0.8009 0.0004 1.000 0.76 2.25 PERCENT_RANDOM
- 0.552 0.8352 0.0015 0.998 0.76 1.72 STOCK_ALERT
- 0.512 0.7742 0.0000 1.000 0.76 0.71 INVALID_TZ_CST
- 2.080 3.1362 0.0219 0.993 0.75 0.09 URI_AFFILIATE
- 5.385 8.1309 0.0381 0.995 0.75 1.63 RCVD_IN_SORBS_SMTP
- 0.572 0.8641 0.0031 0.996 0.75 0.26 DRUG_DOSAGE
- 0.712 1.0742 0.0062 0.994 0.75 0.95 HTML_BADTAG_20_30
- 0.548 0.8287 0.0027 0.997 0.75 3.20 OBSCURED_EMAIL
- 1.667 2.5123 0.0200 0.992 0.74 1.21 SUSPICIOUS_RECIPS
- 0.726 1.0944 0.0081 0.993 0.74 0.12 STOCK_PICK
- 0.470 0.7098 0.0015 0.998 0.74 2.84 MSGID_SPAM_ALPHA_NUM
- 0.459 0.6946 0.0012 0.998 0.74 2.13 X_AUTH_WARN_FAKED
- 49.062 74.2173 0.0673 0.999 0.73 1.79 URIBL_OB_SURBL
- 0.892 1.3440 0.0127 0.991 0.73 1.97 FORGED_HOTMAIL_RCVD
- 2.446 3.6866 0.0285 0.992 0.73 1.03 HTML_FONT_LOW_CONTRAST
- 0.513 0.7748 0.0038 0.995 0.73 0.72 HTML_NONELEMENT_60_70
- 0.695 1.0474 0.0088 0.992 0.73 1.89 ALL_NATURAL
- 0.422 0.6385 0.0000 1.000 0.73 0.96 HTML_OBFUSCATE_60_70
- 1.439 2.1668 0.0215 0.990 0.72 0.30 HTML_OBFUSCATE_05_10
- 0.559 0.8428 0.0077 0.991 0.72 0.29 URI_OFFERS
- 0.460 0.6936 0.0042 0.994 0.71 0.48 SUBJECT_DIET
- 0.367 0.5554 0.0000 1.000 0.71 2.85 SUBJECT_DRUG_GAP_VIC
- 0.799 1.2010 0.0150 0.988 0.71 0.99 SUBJ_DOLLARS
- 0.417 0.6289 0.0035 0.995 0.70 0.26 FROM_ILLEGAL_CHARS
- 0.389 0.5870 0.0027 0.995 0.70 0.83 HTML_BADTAG_30_40
- 0.327 0.4949 0.0000 1.000 0.70 0.92 DEEP_DISC_MEDS
- 0.335 0.5064 0.0012 0.998 0.70 2.91 NIGERIAN_BODY1
- 0.683 1.0264 0.0138 0.987 0.70 0.04 MONEY_BACK
- 0.426 0.6425 0.0050 0.992 0.70 1.74 HTML_SHORT_COMMENT
- 0.370 0.5587 0.0031 0.995 0.69 0.83 SUBJECT_DRUG_GAP_P
- 0.489 0.7361 0.0085 0.989 0.69 0.77 HTML_TAG_BALANCE_HEAD
- 0.320 0.4837 0.0008 0.998 0.69 1.50 BANG_EXERCISE
- 0.312 0.4720 0.0004 0.999 0.69 1.36 FORGED_MUA_OIMO
- 0.308 0.4665 0.0000 1.000 0.69 0.76 RATWARE_EGROUPS
- 0.310 0.4693 0.0004 0.999 0.69 0.91 FORGED_AOL_TAGS
- 1.897 2.8530 0.0354 0.988 0.69 0.40 MIME_BASE64_TEXT
- 0.296 0.4477 0.0000 1.000 0.69 1.12 FORGED_MUA_THEBAT_BOUN
- 0.277 0.4185 0.0000 1.000 0.68 1.50 REVERSE_AGING
- 0.626 0.9387 0.0158 0.983 0.68 0.01 HTML_FONT_SIZE_NONE
- 0.409 0.6148 0.0073 0.988 0.68 0.46 IMPOTENCE
- 1.519 2.2820 0.0339 0.985 0.67 0.00 HTML_BACKHAIR_4
- 0.262 0.3968 0.0000 1.000 0.67 1.20 HTML_BADTAG_70_80
- 0.270 0.4090 0.0004 0.999 0.67 0.65 NIGERIAN_BODY2
- 0.315 0.4742 0.0035 0.993 0.67 0.12 FORGED_MUA_EUDORA
- 4.597 6.9263 0.0612 0.991 0.67 0.26 HTML_TITLE_UNTITLED
- 0.248 0.3747 0.0000 1.000 0.67 0.78 HTML_OBFUSCATE_70_80
- 0.246 0.3723 0.0000 1.000 0.67 0.86 FORGED_THEBAT_HTML
- 1.477 2.2168 0.0350 0.984 0.67 1.10 DNS_FROM_RFC_BOGUSMX
- 0.401 0.6022 0.0085 0.986 0.67 0.45 HTML_COMMENT_SHORT
- 1.038 0.0146 3.0316 0.005 0.66 -2.82 ALL_TRUSTED
- 0.233 0.3529 0.0000 1.000 0.66 2.59 FAKE_OUTBLAZE_RCVD
- 0.933 1.3981 0.0269 0.981 0.66 0.97 BODY_ENHANCEMENT2
- 10.328 15.5835 0.0916 0.994 0.66 0.01 DRUGS_ERECTILE
- 0.239 0.3612 0.0008 0.998 0.66 1.50 FORGED_IMS_HTML
- 0.223 0.3373 0.0000 1.000 0.66 2.65 KOREAN_UCE_SUBJECT
- 0.213 0.3217 0.0000 1.000 0.65 0.31 HELO_DYNAMIC_DIALIN
- 0.473 0.7083 0.0138 0.981 0.65 0.00 HTML_NONELEMENT_40_50
- 0.240 0.3628 0.0015 0.996 0.65 0.00 ENTITY_DEC_ALPHANUM
- 0.339 0.5086 0.0077 0.985 0.65 0.72 DRUG_ED_CAPS
- 0.261 0.3942 0.0027 0.993 0.65 0.48 FROM_NUM_AT_WEBMAIL
- 0.207 0.3136 0.0000 1.000 0.65 2.73 SUBJECT_DRUG_GAP_L
- 0.756 1.1309 0.0250 0.978 0.65 0.00 BANG_GUAR
- 0.205 0.3099 0.0000 1.000 0.65 1.79 HELO_DYNAMIC_ADELPHIA
- 4.175 6.2844 0.0673 0.989 0.65 1.39 RCVD_ILLEGAL_IP
- 0.323 0.4853 0.0077 0.984 0.65 0.94 SORTED_RECIPS
- 0.201 0.3044 0.0000 1.000 0.65 2.53 HDR_ORDER_TRIMRS
- 0.404 0.6052 0.0119 0.981 0.65 0.00 SATIS_GUAR
- 0.207 0.3132 0.0008 0.998 0.64 0.48 BANG_OPRAH
- 0.198 0.2990 0.0004 0.999 0.64 0.79 RATWARE_NETIP
- 1.632 2.4483 0.0435 0.983 0.64 2.39 DATE_IN_FUTURE_12_24
- 0.510 0.7630 0.0177 0.977 0.64 0.63 HTML_SHORT_LENGTH
- 0.183 0.2773 0.0000 1.000 0.64 1.40 NIGERIAN_BODY3
- 0.311 0.4665 0.0077 0.984 0.64 1.44 FORGED_MUA_IMS
- 0.467 0.6976 0.0169 0.976 0.63 0.53 BODY_ENHANCEMENT
- 0.290 0.4361 0.0069 0.984 0.63 1.43 SAVE_THOUSANDS
- 0.179 0.2706 0.0004 0.999 0.63 0.56 DRUG_ED_SILD
- 27.180 41.0649 0.1369 0.997 0.63 0.49 BIZ_TLD
- 0.179 0.2700 0.0004 0.999 0.63 0.56 FAKE_HELO_MSN
- 0.745 1.1137 0.0281 0.975 0.63 2.02 WHY_WAIT
- 0.278 0.4167 0.0069 0.984 0.63 0.33 GUARANTEED_STUFF
- 1.215 1.8172 0.0415 0.978 0.63 0.74 HTML_FONT_SIZE_TINY
- 0.190 0.2870 0.0019 0.993 0.63 0.33 HTML_MISSING_CTYPE
- 0.246 0.3697 0.0058 0.985 0.63 2.42 HAIR_LOSS
- 0.273 0.4098 0.0073 0.982 0.63 0.40 HTML_LINK_PUSH_HERE
- 0.162 0.2459 0.0000 1.000 0.63 1.62 FORGED_IMS_TAGS
- 1.176 1.7592 0.0415 0.977 0.63 0.70 SUBJ_HAS_SPACES
- 0.346 0.5169 0.0127 0.976 0.63 0.46 AS_SEEN_ON
- 4.276 6.4270 0.0877 0.987 0.62 0.20 HTML_MIME_NO_HTML_TAG
- 0.317 0.4740 0.0108 0.978 0.62 2.04 FROM_ALL_NUMS
- 0.358 0.5348 0.0138 0.975 0.62 0.28 SUBJ_BUY
- 0.160 0.2421 0.0008 0.997 0.62 1.79 MORE_SEX
- 0.715 1.0657 0.0308 0.972 0.62 0.00 MAILTO_SUBJ_REMOVE
- 0.174 0.2615 0.0023 0.991 0.61 0.00 HELO_DYNAMIC_CHELLO_NL
- 0.724 1.0788 0.0319 0.971 0.61 0.00 HTML_LINK_CLICK_CAPS
- 0.141 0.2133 0.0000 1.000 0.61 2.54 SUBJECT_SEXUAL
- 0.154 0.2317 0.0015 0.993 0.61 0.80 X_ORIG_IP_NOT_IPV4
- 0.135 0.2048 0.0000 1.000 0.61 2.33 RATWARE_OE_MALFORMED
- 1.642 2.4566 0.0565 0.977 0.61 0.49 HTML_FONT_TINY
- 0.129 0.1959 0.0000 1.000 0.60 1.07 HTML_BADTAG_80_90
- 0.215 0.3209 0.0073 0.978 0.60 0.00 MIME_BASE64_ILLEGAL
- 0.126 0.1910 0.0000 1.000 0.60 0.60 HELO_DYNAMIC_ROGERS
- 0.342 0.5098 0.0162 0.969 0.60 0.01 CLICK_TO_REMOVE_1
- 0.145 0.2188 0.0019 0.991 0.60 1.79 TERRA_ES
- 0.130 0.1967 0.0008 0.996 0.60 1.16 DRUG_ED_GENERIC
- 0.212 0.3168 0.0073 0.977 0.60 0.23 ROUND_THE_WORLD_LOCAL
- 5.643 8.4759 0.1254 0.985 0.60 0.81 RCVD_IN_SBL
- 16.624 25.0800 0.1554 0.994 0.60 1.78 RCVD_IN_BL_SPAMCOP_NET
- 3.107 4.6564 0.0904 0.981 0.60 2.08 FORGED_YAHOO_RCVD
- 0.145 0.2182 0.0027 0.988 0.59 1.55 X_LIBRARY
- 0.118 0.1785 0.0000 1.000 0.59 1.20 NIGERIAN_BODY4
- 0.770 1.1451 0.0408 0.966 0.59 0.14 MIME_HTML_MOSTLY
- 0.437 0.6498 0.0235 0.965 0.59 0.67 FRONTPAGE
- 10.550 15.8901 0.1496 0.991 0.59 1.23 RCVD_IN_RFC_IPWHOIS
- 0.117 0.1770 0.0004 0.998 0.59 1.26 DRUGS_SMEAR1
- 0.770 1.1439 0.0412 0.965 0.59 0.05 RCVD_FAKE_HELO_DOTCOM
- 0.163 0.2435 0.0050 0.980 0.59 1.45 HTML_TAG_EXIST_MARQUEE
- 0.120 0.1813 0.0012 0.994 0.59 1.06 HTML_FONT_SIZE_HUGE
- 1.168 1.7400 0.0531 0.970 0.59 0.32 BAD_CREDIT
- 0.144 0.2165 0.0035 0.984 0.59 0.95 MILLION_USD
- 0.111 0.1673 0.0000 1.000 0.59 2.45 NOT_ADVISOR
- 0.184 0.2743 0.0073 0.974 0.59 1.96 DATE_IN_FUTURE_24_48
- 1.270 1.8929 0.0573 0.971 0.59 0.01 HTML_TABLE_THICK_BORD
- 2.366 3.5346 0.0892 0.975 0.59 0.79 INVALID_TZ_GMT
- 0.433 0.6437 0.0238 0.964 0.59 0.00 HTML_COMMENT_SHOUTING
- 0.162 0.2417 0.0058 0.977 0.58 0.40 DIET_2
- 0.214 0.3186 0.0104 0.968 0.58 0.75 MARKETING_PARTNERS
- 0.123 0.1847 0.0027 0.986 0.58 0.37 ENGLISH_UCE_SUBJECT
- 0.104 0.1580 0.0000 1.000 0.58 1.63 HELO_DYNAMIC_RR2
- 0.845 1.2553 0.0458 0.965 0.58 0.00 HTML_BADTAG_10_20
- 1.384 2.0598 0.0669 0.969 0.58 0.48 MIME_HEADER_CTYPE_ONLY
- 0.105 0.1582 0.0008 0.995 0.58 1.76 WE_HONOR_ALL
- 0.122 0.1829 0.0035 0.981 0.57 2.28 FORGED_MUA_MOZILLA
- 0.131 0.1961 0.0046 0.977 0.57 1.07 RATWARE_HASH_2_V2
- 0.097 0.1471 0.0000 1.000 0.57 1.24 RATWARE_MOZ_MALFORMED
- 0.118 0.1774 0.0031 0.983 0.57 2.23 NA_DOLLARS
- 0.943 1.3997 0.0531 0.963 0.57 0.90 RCVD_IN_NJABL_SPAM
- 0.124 0.1859 0.0046 0.976 0.57 2.22 DATE_IN_FUTURE_48_96
- 0.095 0.1440 0.0000 1.000 0.57 2.35 MIME_BOUND_RKFINDY
- 1.465 2.1805 0.0715 0.968 0.57 0.50 DNS_FROM_RFC_WHOIS
- 0.095 0.1434 0.0000 1.000 0.57 0.85 HELO_DYNAMIC_VTR
- 0.098 0.1471 0.0012 0.992 0.56 0.75 RATWARE_GECKO_BUILD
- 0.154 0.2285 0.0077 0.967 0.56 0.42 GUARANTEED_100_PERCENT
- 0.102 0.1539 0.0023 0.985 0.56 1.00 NO_FORMS
- 0.133 0.1977 0.0065 0.968 0.56 0.45 CONSOLIDATE_DEBT
- 0.439 0.6492 0.0300 0.956 0.56 2.02 HEAD_ILLEGAL_CHARS
- 0.116 0.1726 0.0046 0.974 0.56 0.00 RATWARE_HASH_2
- 0.095 0.1436 0.0012 0.992 0.56 2.32 MSGID_OUTLOOK_INVALID
- 0.098 0.1469 0.0019 0.987 0.56 0.00 NO_CREDIT_CHECK
- 0.087 0.1321 0.0000 1.000 0.56 1.82 CONFIRMED_FORGED
- 0.104 0.1554 0.0035 0.978 0.56 1.03 FROM_OFFERS
- 0.704 1.0416 0.0462 0.958 0.56 0.07 HTML_NONELEMENT_20_30
- 0.089 0.1349 0.0008 0.994 0.56 0.53 HTML_CONVERTED
- 0.091 0.1379 0.0012 0.992 0.55 0.32 HTML_ATTR_BAD
- 0.084 0.1262 0.0004 0.997 0.55 2.00 DRUG_ED_ONLINE
- 0.347 0.5119 0.0262 0.951 0.55 0.00 HTML_SHOUTING4
- 0.077 0.1163 0.0000 1.000 0.55 0.97 HELO_DYNAMIC_HEXIP
- 0.453 0.6684 0.0342 0.951 0.55 0.00 LOW_PRICE
- 0.198 0.2925 0.0142 0.954 0.55 1.85 SOME_BREAKTHROUGH
- 2.945 4.3884 0.1335 0.970 0.55 1.41 MISSING_SUBJECT
- 0.077 0.1167 0.0008 0.993 0.55 2.35 RATWARE_STORM_URI
- 0.080 0.1201 0.0012 0.990 0.55 0.95 YAHOO_DRS_REDIR
- 0.076 0.1153 0.0008 0.993 0.54 2.35 MIME_BOUND_MANY_HEX
- 0.423 0.6239 0.0319 0.951 0.54 1.47 GAPPY_SUBJECT
- 0.347 0.5111 0.0273 0.949 0.54 0.15 HTML_COMMENT_SAVED_URL
- 7.474 11.2134 0.1916 0.983 0.54 0.00 HTML_IMAGE_RATIO_02
- 0.438 0.6456 0.0350 0.949 0.54 0.49 HTML_00_10
- 0.280 0.4118 0.0219 0.949 0.54 1.29 PORN_URL_SEX
- 0.193 0.2842 0.0154 0.949 0.54 2.21 TO_MALFORMED
- 0.071 0.1069 0.0000 1.000 0.54 0.74 SUBJ_2_NUM_PARENS
- 0.109 0.1612 0.0065 0.961 0.54 0.00 ONE_TIME_MAILING
- 0.068 0.1023 0.0000 1.000 0.54 0.55 MULTI_FORGED
- 0.739 1.0877 0.0589 0.949 0.53 0.86 MIME_BASE64_BLANKS
- 0.666 0.9810 0.0519 0.950 0.53 0.14 MIME_MISSING_BOUNDARY
- 0.115 0.1691 0.0085 0.952 0.53 0.87 MORTGAGE_BEST
- 0.066 0.0991 0.0000 1.000 0.53 2.08 FAKE_HELO_MAIL_COM_DOM
- 0.162 0.2390 0.0135 0.947 0.53 0.22 IP_LINK_PLUS
- 1.669 2.4716 0.1054 0.959 0.53 1.27 HTML_IMAGE_ONLY_16
- 1.532 2.2705 0.0942 0.960 0.53 0.83 FORGED_HOTMAIL_RCVD2
- 0.667 0.9812 0.0539 0.948 0.53 0.01 X_MSMAIL_PRIORITY_HIGH
- 0.061 0.0926 0.0000 1.000 0.53 1.12 DIET_3
- 0.061 0.0926 0.0000 1.000 0.53 0.74 CONFIDENTIAL_ORDER
- 1.732 2.5636 0.1123 0.958 0.53 0.49 HTML_TAG_BALANCE_BODY
- 0.059 0.0897 0.0000 1.000 0.53 1.67 EXCUSE_23
- 0.102 0.1509 0.0077 0.951 0.52 0.45 EXCUSE_6
- 0.059 0.0893 0.0000 1.000 0.52 2.06 WRINKLES
- 0.233 0.3421 0.0219 0.940 0.52 1.25 TRACKER_ID
- 0.057 0.0859 0.0000 1.000 0.52 2.10 HTML_FORMACTION_MAILTO
- 0.053 0.0802 0.0000 1.000 0.52 1.92 CHINA_HEADER
- 0.513 0.7527 0.0469 0.941 0.52 0.26 USERPASS
- 0.050 0.0754 0.0000 1.000 0.51 2.02 FAKE_HELO_EXCITE
- 2.398 3.5537 0.1458 0.961 0.51 0.01 RCVD_DOUBLE_IP_LOOSE
- 0.049 0.0745 0.0000 1.000 0.51 0.69 HELO_DYNAMIC_HOME_NL
- 0.699 1.0243 0.0669 0.939 0.51 0.38 EXCUSE_10
- 0.076 0.1126 0.0050 0.957 0.51 0.00 HTML_SHOUTING5
- 1.953 2.8842 0.1389 0.954 0.51 0.41 DIET_1
- 0.057 0.0849 0.0015 0.982 0.51 2.04 SUBJ_LIFE_INSURANCE
- 0.046 0.0693 0.0000 1.000 0.51 0.95 HDR_ORDER_MTSRIX
- 0.124 0.1813 0.0135 0.931 0.51 0.12 HTML_EMBEDS
- 0.048 0.0727 0.0004 0.995 0.51 2.06 FORWARD_LOOKING
- 0.091 0.1343 0.0077 0.946 0.51 0.68 PORN_URL_MISC
- 0.149 0.2175 0.0165 0.929 0.50 0.77 UPPERCASE_75_100
- 0.060 0.0897 0.0031 0.967 0.50 0.00 BAYES_95
- 1.938 2.8591 0.1443 0.952 0.50 0.00 HTML_SHOUTING3
- 0.047 0.0008 0.1358 0.006 0.50 -4.30 RCVD_IN_BSP_TRUSTED
- 0.073 0.1067 0.0062 0.945 0.50 1.98 SUBJ_YOUR_DEBT
- 1.796 2.6448 0.1439 0.948 0.50 0.00 HTML_BACKHAIR_2
- 0.055 0.0824 0.0031 0.964 0.50 1.72 FAKE_HELO_MAIL_COM
- 0.239 0.3484 0.0273 0.927 0.50 0.00 MORTGAGE_PITCH
- 0.084 0.1232 0.0088 0.933 0.49 0.53 MORTGAGE_RATES
- 4.462 6.6488 0.2035 0.970 0.49 0.11 HTML_FONT_INVISIBLE
- 0.999 1.4621 0.0958 0.939 0.49 0.01 DATE_IN_FUTURE_03_06
- 0.040 0.0596 0.0004 0.994 0.49 0.96 FORGED_QUALCOMM_TAGS
- 0.099 0.1442 0.0112 0.928 0.49 1.30 WEIRD_QUOTING
- 0.309 0.4491 0.0354 0.927 0.49 0.00 HTML_NONELEMENT_30_40
- 0.159 0.2299 0.0200 0.920 0.49 1.25 SUB_HELLO
- 0.043 0.0636 0.0015 0.976 0.49 0.92 PORN_URL_SLUT
- 4.546 6.7646 0.2243 0.968 0.49 0.00 DNS_FROM_RFC_DSN
- 0.044 0.0656 0.0023 0.966 0.49 1.75 AMAZING_STUFF
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- 0.040 0.0008 0.1166 0.007 0.49 0.00 BAYES_10
- 0.039 0.0581 0.0012 0.981 0.49 0.27 FREE_PREVIEW
- 0.036 0.0547 0.0000 1.000 0.48 0.00 WHY_PAY_MORE
- 0.605 0.8785 0.0715 0.925 0.48 0.15 HTTP_ESCAPED_HOST
- 0.035 0.0000 0.1031 0.000 0.48 0.00 BAYES_05
- 0.339 0.4922 0.0415 0.922 0.48 1.20 FROM_NO_LOWER
- 0.069 0.1001 0.0073 0.932 0.48 1.55 DATE_IN_FUTURE_96_XX
- 0.038 0.0575 0.0012 0.980 0.48 1.64 ROUND_THE_WORLD
- 0.041 0.0604 0.0023 0.963 0.48 0.00 HIDE_WIN_STATUS
- 0.034 0.0521 0.0000 1.000 0.48 0.04 HTTP_77
- 0.043 0.0642 0.0031 0.954 0.48 0.54 OFFSHORE_SCAM
- 0.492 0.7132 0.0615 0.921 0.48 1.33 BLANK_LINES_70_80
- 0.038 0.0571 0.0015 0.974 0.48 1.97 URI_4YOU
- 0.034 0.0506 0.0004 0.992 0.48 1.27 SUBJ_GUARANTEED
- 5.834 8.6740 0.3016 0.966 0.48 0.52 INFO_TLD
- 0.038 0.0569 0.0019 0.967 0.48 0.51 FORGED_EUDORAMAIL_RCVD
- 0.211 0.3051 0.0285 0.915 0.48 1.61 ADDRESS_IN_SUBJECT
- 0.037 0.0559 0.0015 0.973 0.48 1.26 RATWARE_RCVD_LC_ESMTP
- 0.182 0.2625 0.0254 0.912 0.47 1.19 FROM_HAS_MIXED_NUMS3
- 0.048 0.0697 0.0050 0.933 0.47 1.39 BILLION_DOLLARS
- 0.046 0.0677 0.0046 0.936 0.47 1.63 DISGUISE_PORN
- 0.032 0.0482 0.0000 1.000 0.47 0.58 HABEAS_INFRINGER
- 0.111 0.1596 0.0173 0.902 0.47 1.97 FORGED_JUNO_RCVD
- 0.033 0.0498 0.0012 0.977 0.47 0.00 SUBJ_YOUR_FAMILY
- 0.094 0.1355 0.0142 0.905 0.47 0.73 CREDIT_CARD
- 0.125 0.1787 0.0208 0.896 0.47 1.54 SOMETHING_FOR_ADULTS
- 30.949 46.6314 0.4062 0.991 0.47 0.07 RCVD_IN_SORBS_DUL
- 0.901 1.3027 0.1181 0.917 0.47 0.00 MAILTO_TO_REMOVE
- 0.034 0.0504 0.0023 0.956 0.46 0.43 NASTY_GIRLS
- 0.303 0.4375 0.0423 0.912 0.46 0.00 BANG_MORE
- 0.031 0.0466 0.0012 0.976 0.46 0.60 REFINANCE_YOUR_HOME
- 0.038 0.0559 0.0038 0.936 0.46 0.01 REFINANCE_NOW
- 31.321 47.1822 0.4304 0.991 0.46 1.58 RCVD_IN_NJABL_DUL
- 0.030 0.0452 0.0012 0.975 0.46 1.95 PORN_15
- 12.852 19.2500 0.3924 0.980 0.46 0.00 RCVD_IN_SORBS_HTTP
- 0.026 0.0389 0.0000 1.000 0.46 0.97 RCVD_AM_PM
- 0.026 0.0391 0.0004 0.990 0.46 1.86 HELO_DYNAMIC_VELOX
- 1.743 2.5441 0.1819 0.933 0.46 0.21 HTML_IMAGE_RATIO_04
- 0.025 0.0371 0.0000 1.000 0.45 1.93 BANG_QUOTE
- 0.043 0.0616 0.0065 0.904 0.45 0.48 ACT_NOW_CAPS
- 0.130 0.1849 0.0238 0.886 0.45 0.13 URG_BIZ
- 1.725 2.5156 0.1858 0.931 0.45 0.70 HTML_IMAGE_ONLY_20
- 0.024 0.0365 0.0004 0.990 0.45 0.50 COMPETE
- 0.040 0.0032 0.1123 0.027 0.45 0.00 BAYES_25
- 52.026 78.4982 0.4666 0.994 0.45 0.65 URIBL_WS_SURBL
- 0.028 0.0417 0.0019 0.956 0.45 0.03 FIN_FREE
- 0.023 0.0342 0.0000 1.000 0.45 0.29 WITH_LC_SMTP
- 0.034 0.0496 0.0042 0.921 0.45 0.57 FROM_NO_USER
- 0.030 0.0444 0.0027 0.943 0.45 0.00 MEET_SINGLES
- 0.030 0.0444 0.0027 0.943 0.45 1.52 CUM_SHOT
- 0.022 0.0338 0.0000 1.000 0.45 0.37 HTML_OBFUSCATE_90_100
- 0.022 0.0328 0.0000 1.000 0.44 1.80 MSGID_FROM_MTA_HOTMAIL
- 13.755 20.5958 0.4304 0.980 0.44 0.12 RCVD_IN_SORBS_MISC
- 0.021 0.0322 0.0000 1.000 0.44 0.85 HTML_OBFUSCATE_80_90
- 0.025 0.0367 0.0019 0.950 0.44 1.35 NUMERIC_HTTP_ADDR
- 15.282 22.8950 0.4547 0.981 0.44 1.47 DNS_FROM_RFC_POST
- 0.103 0.1448 0.0212 0.872 0.44 0.69 ADDR_FREE
- 1.225 1.7702 0.1623 0.916 0.44 0.75 HTML_IMAGE_ONLY_24
- 0.021 0.0312 0.0000 1.000 0.44 1.38 MSGID_SPAM_ZEROES
- 4.763 7.0296 0.3481 0.953 0.44 0.04 EXCUSE_3
- 0.106 0.1485 0.0223 0.869 0.44 1.13 RCVD_IN_NJABL_RELAY
- 42.603 64.2219 0.4974 0.992 0.44 0.77 URIBL_SBL
- 0.019 0.0292 0.0000 1.000 0.44 0.69 FORGED_TELESP_RCVD
- 0.042 0.0593 0.0088 0.870 0.43 1.22 SUBJ_FOR_ONLY
- 0.020 0.0298 0.0004 0.987 0.43 1.21 BARGAIN_URL
- 0.022 0.0324 0.0012 0.966 0.43 1.41 EXCUSE_24
- 0.064 0.0901 0.0138 0.867 0.43 0.01 HTML_TAG_EXIST_PARAM
- 0.019 0.0288 0.0000 1.000 0.43 0.26 FAKED_UNDISC_RECIPS
- 0.028 0.0405 0.0038 0.913 0.43 1.22 FREE_QUOTE_INSTANT
- 0.022 0.0322 0.0012 0.965 0.43 0.80 JS_FROMCHARCODE
- 0.121 0.1702 0.0262 0.867 0.43 0.00 REPLY_TO_ULINE_NUMS
- 0.187 0.2649 0.0365 0.879 0.43 0.18 SEE_FOR_YOURSELF
- 0.022 0.0324 0.0015 0.955 0.43 1.78 BLANK_LINES_90_100
- 0.385 0.5481 0.0677 0.890 0.43 1.49 INVALID_MSGID
- 0.020 0.0296 0.0008 0.975 0.43 0.46 HTML_SHOUTING7
- 0.025 0.0357 0.0031 0.921 0.43 1.68 SELECTED_YOU
- 0.031 0.0438 0.0046 0.905 0.43 0.39 JOIN_MILLIONS
- 0.046 0.0636 0.0104 0.860 0.43 0.89 THE_BEST_RATE
- 0.018 0.0273 0.0004 0.986 0.43 1.70 BUY_DIRECT
- 0.081 0.1134 0.0177 0.865 0.43 0.00 MSGID_NO_HOST
- 0.045 0.0632 0.0104 0.859 0.43 0.00 URI_LONG_HOSTNAME
- 0.082 0.1142 0.0185 0.861 0.43 0.00 BLANK_LINES_80_90
- 0.086 0.1195 0.0196 0.859 0.43 0.00 EXCUSE_REMOVE
- 18.035 27.0444 0.4885 0.982 0.43 1.19 RCVD_IN_NJABL_PROXY
- 0.016 0.0247 0.0000 1.000 0.43 0.53 MSGID_SPAM_99X9XX99
- 0.116 0.1623 0.0262 0.861 0.43 1.11 ITS_LEGAL
- 0.034 0.0484 0.0069 0.875 0.43 0.46 DOMAIN_4U2
- 12.762 19.0760 0.4654 0.976 0.43 1.76 MSGID_FROM_MTA_ID
- 0.016 0.0241 0.0000 1.000 0.43 1.70 SENT_IN_COMPLIANCE
- 0.018 0.0267 0.0008 0.972 0.43 1.81 BE_BOSS
- 0.779 1.1084 0.1385 0.889 0.43 0.64 HOT_NASTY
- 2.987 4.3583 0.3174 0.932 0.42 0.31 HTML_10_20
- 0.022 0.0316 0.0023 0.932 0.42 1.63 UNCLAIMED_MONEY
- 0.024 0.0340 0.0035 0.908 0.42 1.68 SEDUCTION
- 0.986 1.4120 0.1577 0.900 0.42 0.00 HTML_TAG_BALANCE_HTML
- 0.015 0.0221 0.0000 1.000 0.42 1.07 PREST_NON_ACCREDITED
- 0.015 0.0231 0.0004 0.984 0.42 0.66 HARDCORE_PORN
- 1.016 1.4536 0.1623 0.900 0.42 0.00 HTML_NONELEMENT_10_20
- 0.014 0.0219 0.0000 1.000 0.42 0.72 RCVD_BONUS_SPC_DATE
- 0.029 0.0405 0.0058 0.875 0.42 1.70 NIGERIAN_SUBJECT2
- 1.155 1.6553 0.1804 0.902 0.42 0.10 MIME_BOUND_NEXTPART
- 0.016 0.0237 0.0008 0.969 0.42 0.83 FROM_NONSENDING_DOMAIN
- 1.226 1.7596 0.1866 0.904 0.42 0.12 NORMAL_HTTP_TO_IP
- 0.014 0.0211 0.0000 1.000 0.42 1.50 REMOVE_POSTAL
- 0.023 0.0330 0.0038 0.896 0.42 0.33 URI_IS_POUND
- 0.014 0.0209 0.0000 1.000 0.42 1.79 RESISTANCE_IS_FUTILE
- 0.071 0.0984 0.0173 0.850 0.42 0.00 HTML_WIN_OPEN
- 0.025 0.0350 0.0046 0.883 0.42 1.69 EXCUSE_4
- 2.859 4.1579 0.3300 0.926 0.42 1.19 PRIORITY_NO_NAME
- 0.013 0.0201 0.0000 1.000 0.42 0.16 FAKE_HELO_EUDORAMAIL
- 0.245 0.3464 0.0481 0.878 0.42 0.01 SUB_FREE_OFFER
- 0.033 0.0462 0.0077 0.857 0.41 1.55 GET_PAID
- 0.023 0.0328 0.0042 0.886 0.41 0.47 LIVE_PORN
- 0.025 0.0356 0.0054 0.868 0.41 0.25 WHILE_YOU_SLEEP
- 0.013 0.0194 0.0000 1.000 0.41 0.37 MICRO_CAP_WARNING
- 0.688 0.9719 0.1346 0.878 0.41 1.18 SUBJ_HAS_UNIQ_ID
- 0.036 0.0500 0.0096 0.839 0.41 0.01 FREE_PORN
- 0.013 0.0196 0.0004 0.981 0.41 0.43 MAIL_IN_ORDER_FORM
- 0.012 0.0186 0.0000 1.000 0.41 0.16 YAHOO_RD_REDIR
- 5.064 7.4590 0.4001 0.949 0.41 0.01 HTML_TEXT_AFTER_HTML
- 13.236 19.7675 0.5147 0.975 0.41 0.02 FORGED_RCVD_NET_HELO
- 0.035 0.0478 0.0092 0.838 0.41 0.24 HTML_SHOUTING9
- 6.475 9.5648 0.4578 0.954 0.41 0.60 HTML_20_30
- 0.016 0.0231 0.0023 0.909 0.41 1.08 HIDDEN_CHARGES
- 0.012 0.0178 0.0000 1.000 0.41 0.54 YOU_CAN_SEARCH
- 2.007 2.8848 0.2970 0.907 0.41 0.01 MIME_BASE64_NO_NAME
- 0.419 0.5876 0.0896 0.868 0.41 0.03 NO_RDNS_DOTCOM_HELO
- 0.018 0.0253 0.0035 0.880 0.41 0.00 ONE_TIME
- 1.846 2.6566 0.2662 0.909 0.41 0.50 REMOVE_PAGE
- 0.012 0.0176 0.0000 1.000 0.41 0.59 DRUG_ED_COMBO
- 0.023 0.0318 0.0050 0.864 0.41 0.20 FREE_SAMPLE
- 0.013 0.0186 0.0008 0.960 0.41 0.55 AMATEUR_PORN
- 0.011 0.0170 0.0000 1.000 0.40 0.58 HELO_DYNAMIC_NTL
- 0.038 0.0515 0.0112 0.822 0.40 1.01 EXTRA_CASH
- 0.016 0.0223 0.0027 0.892 0.40 0.16 TO_NO_USER
- 1.712 2.4605 0.2550 0.906 0.40 0.00 HTML_IMAGE_RATIO_06
- 0.016 0.0221 0.0027 0.891 0.40 0.92 BEEN_TURNED_DOWN
- 0.011 0.0166 0.0000 1.000 0.40 1.42 NO_MEDICAL
- 0.054 0.0737 0.0169 0.813 0.40 0.00 LOW_INTEREST
- 0.203 0.2824 0.0473 0.857 0.40 0.67 DEAR_SOMETHING
- 0.010 0.0158 0.0000 1.000 0.40 0.07 RATWARE_HASH_DASH
- 0.010 0.0154 0.0000 1.000 0.40 0.18 HELO_DYNAMIC_CHELLO_NO
- 0.011 0.0166 0.0008 0.956 0.40 0.69 URIBL_PH_SURBL
- 0.012 0.0180 0.0015 0.921 0.40 0.37 BANKRUPTCY
- 0.079 0.1076 0.0235 0.821 0.40 0.90 RECEIVE_OFFER
- 0.035 0.0472 0.0108 0.814 0.40 0.00 LOW_PAYMENT
- 0.034 0.0456 0.0104 0.815 0.40 1.62 SUBJ_AS_SEEN
- 0.010 0.0146 0.0000 1.000 0.39 1.61 HTTP_CTRL_CHARS_HOST
- 0.018 0.0251 0.0050 0.834 0.39 1.58 FAKE_HELO_LYCOS
- 0.044 0.0587 0.0154 0.792 0.39 0.00 BAYES_75
- 0.013 0.0190 0.0027 0.876 0.39 1.69 BILL_1618
- 0.010 0.0144 0.0000 1.000 0.39 0.00 FAKE_HELO_EMAIL_COM
- 0.012 0.0176 0.0019 0.901 0.39 0.24 FORGED_MUA_THEBAT_CS
- 0.009 0.0138 0.0000 1.000 0.39 0.00 NIGERIAN_BODY_GOVT_3
- 0.295 0.4098 0.0700 0.854 0.39 0.04 REMOVE_FROM_LIST
- 0.614 0.8566 0.1427 0.857 0.39 0.00 ORDER_NOW
- 0.329 0.4564 0.0804 0.850 0.39 0.78 HTTP_EXCESSIVE_ESCAPES
- 1.762 2.5154 0.2935 0.896 0.39 0.04 HTML_WEB_BUGS
- 0.033 0.0444 0.0108 0.805 0.39 0.00 INVALID_DATE_TZ_ABSURD
- 0.022 0.0298 0.0069 0.812 0.39 1.61 HEADER_COUNT_CTYPE
+ 766289 506205 260084 0.661 0.00 0.00 (all messages)
+100.000 66.0593 33.9407 0.661 0.00 0.00 (all messages as %)
+ 24.399 36.9344 0.0004 1.000 1.00 4.19 X_MESSAGE_INFO
+ 22.283 33.7310 0.0004 1.000 1.00 4.23 MIME_BOUND_DD_DIGITS
+ 14.409 21.8111 0.0015 1.000 0.98 2.75 HELO_DYNAMIC_IPADDR
+ 10.497 15.8904 0.0008 1.000 0.98 2.01 URIBL_AB_SURBL
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+ 8.028 12.1516 0.0008 1.000 0.97 3.22 MSGID_SPAM_CAPS
+ 18.019 27.2741 0.0046 1.000 0.97 3.90 URIBL_SC_SURBL
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+ 5.319 8.0499 0.0027 1.000 0.93 0.00 BAYES_99
+ 7.307 11.0572 0.0065 0.999 0.93 0.57 HTML_BACKHAIR_8
+ 4.399 6.6584 0.0008 1.000 0.93 0.01 DRUGS_DIET_PAIN
+ 4.319 6.5377 0.0008 1.000 0.92 0.00 DRUGS_DEPR_EREC
+ 44.479 67.3249 0.0135 1.000 0.92 2.77 RCVD_IN_DSBL
+ 4.220 6.3879 0.0015 1.000 0.92 0.81 HELO_DYNAMIC_IPADDR2
+ 13.079 19.7932 0.0123 0.999 0.91 0.62 RCVD_HELO_IP_MISMATCH
+ 6.725 10.1755 0.0096 0.999 0.90 0.83 DRUGS_ERECTILE_OBFU
+ 2.857 4.3241 0.0008 1.000 0.90 2.89 DATE_SPAMWARE_Y2K
+ 2.404 3.6398 0.0000 1.000 0.90 2.28 SUBJECT_DRUG_GAP_X
+ 4.778 7.2305 0.0062 0.999 0.90 0.11 DRUGS_SLEEP
+ 3.703 5.6041 0.0035 0.999 0.90 2.43 DRUGS_PAIN_OBFU
+ 29.959 45.3433 0.0165 1.000 0.90 0.00 MIME_HTML_ONLY_MULTI
+ 2.237 3.3868 0.0000 1.000 0.90 1.01 RATWARE_RCVD_AT
+ 2.218 3.3577 0.0000 1.000 0.89 1.58 HTML_NONELEMENT_90_100
+ 2.218 3.3573 0.0000 1.000 0.89 1.92 SUBJECT_DRUG_GAP_VA
+ 2.206 3.3401 0.0000 1.000 0.89 2.37 RATWARE_ZERO_TZ
+ 1.909 2.8895 0.0000 1.000 0.88 0.28 SUBJECT_DRUG_GAP_S
+ 5.014 7.5849 0.0092 0.999 0.88 0.00 DRUGS_PAIN_EREC
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+ 3.061 0.0024 9.0148 0.000 0.88 0.00 BAYES_00
+ 6.111 9.2449 0.0123 0.999 0.88 2.55 UNIQUE_WORDS
+ 1.759 2.6632 0.0000 1.000 0.88 3.66 HELO_DYNAMIC_ATTBI
+ 1.729 2.6169 0.0000 1.000 0.87 1.19 HTML_BADTAG_90_100
+ 7.763 11.7435 0.0150 0.999 0.87 1.97 HTML_IMAGE_ONLY_08
+ 2.979 4.5059 0.0058 0.999 0.87 3.04 FORGED_MUA_OUTLOOK
+ 4.614 6.9796 0.0108 0.998 0.86 0.17 DRUGS_MUSCLE
+ 1.841 2.7848 0.0031 0.999 0.86 3.09 HTML_IMAGE_ONLY_04
+ 3.161 4.7801 0.0088 0.998 0.86 1.74 MSGID_RANDY
+ 1.449 2.1930 0.0000 1.000 0.86 2.51 HELO_DYNAMIC_OOL
+ 4.925 7.4482 0.0135 0.998 0.85 1.36 DOMAIN_RATIO
+ 2.992 4.5243 0.0092 0.998 0.85 3.08 MSGID_DOLLARS
+ 2.581 3.9020 0.0088 0.998 0.84 0.68 RCVD_IN_RSL
+ 1.509 2.2837 0.0027 0.999 0.84 1.28 FORGED_MUA_AOL_FROM
+ 1.145 1.7327 0.0000 1.000 0.84 0.70 MSGID_YAHOO_CAPS
+ 1.110 1.6796 0.0000 1.000 0.84 3.53 HELO_DYNAMIC_COMCAST
+ 1.231 1.8631 0.0015 0.999 0.83 0.49 HTML_NONELEMENT_80_90
+ 2.814 4.2546 0.0112 0.997 0.83 0.73 HTML_OBFUSCATE_10_20
+ 2.314 3.4980 0.0096 0.997 0.83 0.62 UNRESOLVED_TEMPLATE
+ 1.018 1.5407 0.0000 1.000 0.83 1.93 HTML_OBFUSCATE_30_40
+ 1.294 1.9571 0.0035 0.998 0.82 3.15 MSGID_SPAM_LETTERS
+ 4.559 6.8935 0.0165 0.998 0.82 0.00 DRUGS_DEPRESSION
+ 2.154 3.2556 0.0104 0.997 0.82 0.60 HTML_OBFUSCATE_20_30
+ 0.928 1.4046 0.0004 1.000 0.82 1.34 HTML_OBFUSCATE_50_60
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0.009 0.0132 0.0000 1.000 0.39 0.00 RATWARE_JPFREE
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0.008 0.0124 0.0000 1.000 0.39 0.00 HELO_DYNAMIC_TELIA
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- 0.008 0.0122 0.0008 0.941 0.38 0.00 NO_CATCH
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- 0.098 0.1321 0.0312 0.809 0.38 0.01 MIME_BASE64_LATIN
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0.007 0.0099 0.0000 1.000 0.38 0.00 JAPANESE_UCE_SUBJECT
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- 7.447 10.9738 0.5778 0.950 0.38 0.41 HTML_90_100
- 0.012 0.0164 0.0035 0.826 0.38 1.54 PORN_CELEBRITY
- 0.306 0.4191 0.0866 0.829 0.38 0.00 ENTITY_DEC_OTHER
- 5.832 8.5575 0.5228 0.942 0.38 0.00 MISSING_MIMEOLE
- 0.720 1.0057 0.1650 0.859 0.38 0.01 CLICK_BELOW_CAPS
- 0.006 0.0095 0.0000 1.000 0.38 0.00 INVALUABLE_MARKETING
- 0.006 0.0095 0.0000 1.000 0.38 0.00 JODY
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+ 0.007 0.0101 0.0004 0.963 0.38 0.00 FREE_GRANT
+ 0.007 0.0109 0.0008 0.934 0.38 0.00 NO_CATCH
0.006 0.0095 0.0000 1.000 0.38 0.00 FORGED_AOL_RCVD
- 0.008 0.0119 0.0012 0.911 0.38 0.00 EARNINGS
- 0.009 0.0132 0.0019 0.873 0.38 0.24 FAKE_HELO_YAHOO_CA
- 0.006 0.0093 0.0000 1.000 0.38 0.00 FORGED_GW05_RCVD
- 0.006 0.0093 0.0000 1.000 0.38 0.00 COPY_ACCURATELY
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- 0.030 0.0387 0.0123 0.759 0.37 0.00 ALL_CAPS_GUAR
- 0.010 0.0138 0.0027 0.837 0.37 0.00 MULTI_REMOVAL_1WORD
- 0.006 0.0089 0.0000 1.000 0.37 0.00 TO_RECIP_MARKER
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- 0.013 0.0178 0.0050 0.780 0.37 1.16 FREE_MEMBERSHIP
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+ 0.006 0.0085 0.0000 1.000 0.37 0.00 PORN_URL_PANT
0.006 0.0085 0.0000 1.000 0.37 0.00 FORGED_MUA_APPLEMAIL
- 0.007 0.0097 0.0008 0.926 0.37 0.00 NONSECURED_CREDIT
- 0.340 0.4681 0.0900 0.839 0.37 0.06 EXTRA_MPART_TYPE
- 1.784 2.5217 0.3470 0.879 0.37 0.04 HTML_TITLE_EMPTY
- 0.005 0.0083 0.0000 1.000 0.37 0.00 USERNAME_IN_SUBJECT
- 4.917 7.1997 0.4712 0.939 0.37 0.04 HTML_TEXT_AFTER_BODY
- 0.006 0.0089 0.0004 0.959 0.37 0.00 FREE_GRANT
- 0.005 0.0079 0.0000 1.000 0.37 0.00 PORN_URL_PANT
- 0.005 0.0079 0.0000 1.000 0.37 0.00 HELO_DYNAMIC_VIRTUA
- 0.005 0.0077 0.0000 1.000 0.37 0.00 MDAEMON_2_7_4
- 0.114 0.1517 0.0404 0.790 0.37 1.53 FROM_STARTS_WITH_NUMS
- 14.439 21.3742 0.9317 0.958 0.37 0.04 RCVD_BY_IP
- 0.012 0.0160 0.0046 0.776 0.37 0.01 BARELY_LEGAL
- 5.507 8.0521 0.5493 0.936 0.37 0.03 DNS_FROM_AHBL_RHSBL
- 0.004 0.0067 0.0000 1.000 0.37 0.00 FORGED_JUNO_FROM
- 0.012 0.0162 0.0050 0.764 0.37 1.53 EARN_PER_WEEK
- 0.006 0.0089 0.0012 0.885 0.37 0.00 SERIOUS_ONLY
- 0.301 0.4092 0.0889 0.822 0.37 0.00 SAVE_UP_TO
- 56.112 83.9790 1.8368 0.979 0.37 1.59 RAZOR2_CF_RANGE_51_100
- 0.004 0.0063 0.0000 1.000 0.36 0.00 NO_GIMMICK
- 0.014 0.0182 0.0065 0.735 0.36 0.83 ACCEPT_CREDIT_CARDS
- 0.007 0.0101 0.0023 0.814 0.36 0.00 BILL_SECTION
- 0.005 0.0067 0.0004 0.946 0.36 0.00 CANNOT_BE_SPAM
- 0.006 0.0083 0.0012 0.878 0.36 0.00 NIGERIAN_SUBJECT1
- 0.068 0.0895 0.0265 0.771 0.36 0.49 DO_IT_TODAY
- 0.004 0.0061 0.0000 1.000 0.36 0.00 MSGID_3_DOLLARS
- 0.004 0.0061 0.0000 1.000 0.36 0.00 RATWARE_VC_IPA
- 41.958 62.6164 1.7222 0.973 0.36 1.25 MIME_HTML_ONLY
- 0.009 0.0122 0.0035 0.780 0.36 0.00 APPLY_ONLINE
- 0.005 0.0071 0.0008 0.902 0.36 0.00 LESBIAN
- 18.488 27.4179 1.0967 0.962 0.36 0.01 MIME_HTML_NO_CHARSET
- 0.004 0.0061 0.0004 0.941 0.36 0.00 GET_STARTED_NOW
- 0.411 0.5601 0.1216 0.822 0.36 0.26 US_DOLLARS_3
- 0.199 0.2692 0.0631 0.810 0.36 0.00 HTML_EVENT_UNSAFE
- 12.378 18.2376 0.9655 0.950 0.36 0.16 HTML_FONT_BIG
- 0.272 0.3662 0.0873 0.807 0.36 1.24 DATE_IN_PAST_96_XX
- 0.003 0.0051 0.0000 1.000 0.36 0.00 TO_TXT
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+ 0.001 0.0012 0.0015 0.435 0.33 0.00 DRUG_ED_HERBAL
0.000 0.0002 0.0008 0.204 0.33 0.00 SUBJ_NOW_ONLY
- 0.001 0.0010 0.0015 0.391 0.33 0.00 ONCE_IN_LIFETIME
- 0.002 0.0020 0.0023 0.461 0.33 0.00 IDENT_NOBODY
- 0.332 0.4400 0.1219 0.783 0.33 0.47 NO_OBLIGATION
- 0.088 0.1124 0.0419 0.728 0.33 0.00 COMPLETELY_FREE
- 6.867 9.7174 1.3148 0.881 0.32 0.00 HTML_70_80
- 0.003 0.0026 0.0035 0.426 0.32 0.00 FROM_HAS_MIXED_NUMS2
- 8.141 11.4142 1.7649 0.866 0.32 0.00 HTML_80_90
- 0.256 0.3379 0.0958 0.779 0.32 0.13 FROM_WEBMAIL_END_NUMS6
- 3.588 5.1087 0.6274 0.891 0.32 0.00 MISSING_OUTLOOK_NAME
- 0.004 0.0041 0.0046 0.473 0.32 0.00 MIME_BOUND_MA
- 0.008 0.0089 0.0077 0.536 0.32 0.00 MIME_BOUND_DIGITS_7
- 0.033 0.0391 0.0219 0.641 0.32 0.00 FREE_ACCESS
- 0.613 0.8179 0.2131 0.793 0.32 0.20 SUBJ_ALL_CAPS
- 21.888 26.9502 12.0290 0.691 0.32 0.14 DNS_FROM_RFC_ABUSE
- 0.039 0.0464 0.0242 0.657 0.32 1.31 SUBJ_YOUR_OWN
- 2.749 3.8703 0.5651 0.873 0.32 0.15 HTML_TAG_EXIST_TBODY
- 0.014 0.0144 0.0119 0.547 0.31 0.89 NO_QS_ASKED
- 0.194 0.2477 0.0892 0.735 0.31 0.82 HTML_FONT_FACE_CAPS
- 0.005 0.0043 0.0062 0.414 0.31 0.00 BANG_BOSS
- 0.620 0.8191 0.2331 0.778 0.31 1.15 PLING_QUERY
- 0.001 0.0002 0.0038 0.049 0.31 0.00 MIME_BOUND_HEX_24
- 5.171 7.2988 1.0259 0.877 0.31 0.07 HTML_60_70
- 0.023 0.0251 0.0192 0.566 0.31 0.01 CONGRATULATIONS
- 0.112 0.1406 0.0573 0.710 0.31 0.00 ALL_CAP_FOR_ADULTS
- 4.318 6.0591 0.9263 0.867 0.30 0.04 MIME_QP_LONG_LINE
- 5.521 7.5694 1.5314 0.832 0.30 0.00 HTML_LINK_CLICK_HERE
- 0.135 0.1679 0.0704 0.705 0.30 0.00 EXCUSE_15
- 0.833 1.0841 0.3447 0.759 0.30 1.19 DATE_IN_FUTURE_06_12
- 18.745 13.3541 29.2448 0.313 0.30 0.05 FORGED_RCVD_HELO
+ 0.250 0.3315 0.0900 0.787 0.33 0.25 RISK_FREE
+ 0.334 0.4474 0.1142 0.797 0.33 0.00 LIMITED_TIME_ONLY
+ 0.105 0.1361 0.0438 0.756 0.33 0.75 ADDR_NUMS_AT_BIGSITE
+ 0.002 0.0018 0.0023 0.435 0.33 0.00 IDENT_NOBODY
+ 4.380 6.3210 0.6017 0.913 0.33 0.00 HTML_BADTAG_00_10
+ 0.086 0.1098 0.0392 0.737 0.33 0.00 COMPLETELY_FREE
+ 0.046 0.0563 0.0254 0.689 0.33 0.00 ML_MARKETING
+ 4.077 5.8755 0.5771 0.911 0.33 0.06 HTML_30_40
+ 0.032 0.0383 0.0200 0.657 0.33 0.00 FREE_ACCESS
+ 0.195 0.2570 0.0757 0.772 0.33 0.93 UPPERCASE_50_75
+ 0.002 0.0022 0.0031 0.414 0.33 0.00 FROM_HAS_MIXED_NUMS2
+ 0.008 0.0089 0.0073 0.549 0.33 0.00 MIME_BOUND_DIGITS_7
+ 6.848 9.6957 1.3053 0.881 0.33 0.00 HTML_70_80
+ 8.139 11.4171 1.7598 0.866 0.33 0.00 HTML_80_90
+ 0.101 0.1306 0.0442 0.747 0.32 0.82 RCVD_IN_SORBS_ZOMBIE
+ 0.030 0.0348 0.0200 0.635 0.32 0.00 EXCUSE_12
+ 0.004 0.0040 0.0050 0.441 0.32 0.00 MIME_BOUND_MA
+ 0.333 0.4403 0.1238 0.781 0.32 0.56 NO_OBLIGATION
+ 21.889 26.9543 12.0292 0.691 0.32 0.37 DNS_FROM_RFC_ABUSE
+ 3.587 5.1104 0.6213 0.892 0.32 0.00 MISSING_OUTLOOK_NAME
+ 0.021 0.0237 0.0161 0.595 0.32 0.00 CONGRATULATIONS
+ 0.611 0.8175 0.2080 0.797 0.32 0.36 SUBJ_ALL_CAPS
+ 0.013 0.0142 0.0119 0.544 0.32 1.20 NO_QS_ASKED
+ 0.251 0.3305 0.0961 0.775 0.32 0.05 FROM_WEBMAIL_END_NUMS6
+ 0.041 0.0490 0.0254 0.659 0.32 1.29 SUBJ_YOUR_OWN
+ 0.006 0.0049 0.0069 0.416 0.31 0.00 BANG_BOSS
+ 2.750 3.8678 0.5740 0.871 0.31 0.23 HTML_TAG_EXIST_TBODY
+ 5.170 7.2968 1.0308 0.876 0.31 0.03 HTML_60_70
+ 0.002 0.0002 0.0046 0.041 0.31 0.00 MIME_BOUND_HEX_24
+ 0.611 0.8054 0.2315 0.777 0.31 0.86 PLING_QUERY
+ 4.307 6.0495 0.9143 0.869 0.30 0.00 MIME_QP_LONG_LINE
+ 0.136 0.1697 0.0696 0.709 0.30 0.00 EXCUSE_15
+ 5.522 7.5691 1.5387 0.831 0.30 0.00 HTML_LINK_CLICK_HERE
+ 0.111 0.1377 0.0577 0.705 0.30 0.00 ALL_CAP_FOR_ADULTS
0.003 0.0008 0.0062 0.114 0.30 0.00 WE_HATE_SPAM2
- 5.802 7.5885 2.3219 0.766 0.29 0.00 LINES_OF_YELLING
- 6.618 8.1149 3.7013 0.687 0.29 0.01 CLICK_BELOW
- 0.093 0.1110 0.0565 0.662 0.29 0.05 OPTING_OUT_CAPS
- 0.868 1.1285 0.3616 0.757 0.28 0.00 HTTP_WITH_EMAIL_IN_URL
- 0.061 0.0689 0.0446 0.607 0.28 0.00 EXCUSE_11
- 1.511 2.0319 0.4951 0.804 0.28 0.00 DATE_IN_PAST_03_06
- 1.932 2.5873 0.6570 0.797 0.28 0.41 SPF_HELO_FAIL
- 0.044 0.0480 0.0362 0.570 0.28 0.00 HTML_TITLE_EXTRA
- 0.203 0.2449 0.1208 0.670 0.27 0.01 EARN_MONEY
- 0.221 0.2676 0.1316 0.670 0.27 0.04 EXCUSE_7
- 0.451 0.5639 0.2304 0.710 0.27 0.00 HTML_IMAGE_RATIO_10
- 0.009 0.0065 0.0150 0.303 0.27 0.36 FROM_AND_TO_SAME
- 0.013 0.0107 0.0177 0.376 0.27 0.17 DIRECT_EMAIL
- 0.052 0.0567 0.0435 0.566 0.26 1.07 FULL_REFUND
- 0.054 0.0581 0.0454 0.561 0.26 0.45 YOU_WON
- 0.075 0.0845 0.0565 0.599 0.26 0.13 EXCUSE_19
- 0.140 0.1647 0.0923 0.641 0.26 0.00 WHILE_SUPPLIES
- 0.453 0.5603 0.2435 0.697 0.26 0.72 SB_NEW_BULK
- 2.377 3.0633 1.0409 0.746 0.25 0.00 URI_REDIRECTOR
- 0.017 0.0138 0.0223 0.383 0.25 0.00 X_ESMTP
- 0.431 0.5315 0.2358 0.693 0.25 0.00 FREE_TRIAL
- 1.627 2.0886 0.7293 0.741 0.25 0.06 UPPERCASE_25_50
- 0.633 0.7774 0.3520 0.688 0.25 0.00 HTML_JAVASCRIPT
- 0.334 0.4086 0.1873 0.686 0.25 0.01 NO_COST
- 7.060 5.8031 9.5067 0.379 0.25 0.03 NO_REAL_NAME
- 0.538 0.6480 0.3239 0.667 0.25 0.00 HTML_EVENT
- 3.741 3.7775 3.6697 0.507 0.24 0.57 FROM_ENDS_IN_NUMS
- 0.097 0.1027 0.0858 0.545 0.24 0.00 CASHCASHCASH
- 1.456 1.8088 0.7697 0.701 0.23 0.00 LINES_OF_YELLING_2
- 0.083 0.0863 0.0754 0.534 0.23 0.00 WORK_AT_HOME
- 0.609 0.7274 0.3774 0.658 0.23 0.66 SB_NSP_VOLUME_SPIKE
- 0.336 0.3934 0.2254 0.636 0.22 0.02 WEIRD_PORT
- 0.503 0.5791 0.3558 0.619 0.21 0.36 PLING_PLING
- 0.201 0.2155 0.1723 0.556 0.20 0.00 HTML_IMAGE_RATIO_14
- 0.445 0.4951 0.3481 0.587 0.20 0.00 LINES_OF_YELLING_3
- 0.594 0.6877 0.4127 0.625 0.20 0.02 US_DOLLARS_2
- 0.224 0.2421 0.1893 0.561 0.19 0.04 RAZOR2_CF_RANGE_11_50
- 0.050 0.0440 0.0623 0.414 0.19 0.00 NO_PURCHASE
- 1.238 1.3762 0.9686 0.587 0.19 0.00 SPF_FAIL
- 1.215 1.3407 0.9705 0.580 0.19 0.00 MAILTO_WITH_SUBJ
- 0.608 0.6873 0.4547 0.602 0.18 0.84 SPF_SOFTFAIL
- 0.012 0.0032 0.0285 0.100 0.18 0.00 MIME_BOUND_DASH_DIGIT
- 0.445 0.4813 0.3731 0.563 0.18 0.00 DATE_IN_PAST_12_24
- 0.566 0.6283 0.4458 0.585 0.17 0.24 FROM_HAS_MIXED_NUMS
- 0.468 0.5005 0.4039 0.553 0.17 0.00 MISSING_HEADERS
- 0.027 0.0138 0.0515 0.211 0.15 0.00 NO_EXPERIENCE
- 0.027 0.0134 0.0531 0.202 0.14 0.00 JAVASCRIPT_URI
- 0.166 0.1473 0.2035 0.420 0.14 0.55 OPTING_OUT
- 0.338 0.3176 0.3781 0.456 0.13 0.00 FOR_FREE
- 0.189 0.1527 0.2597 0.370 0.11 0.24 DATE_IN_PAST_24_48
- 0.642 0.5627 0.7970 0.414 0.11 0.34 TO_ADDRESS_EQ_REAL
- 0.048 0.0243 0.0939 0.206 0.10 0.00 MIME_QP_DEFICIENT
- 0.608 0.4981 0.8232 0.377 0.09 0.01 EXCUSE_1
- 0.243 0.1835 0.3597 0.338 0.09 0.01 BANG_MONEY
- 1.117 0.6930 1.9441 0.263 0.09 0.00 MAILTO_TO_SPAM_ADDR
- 0.170 0.1213 0.2639 0.315 0.08 0.37 FROM_HAS_ULINE_NUMS
- 0.078 0.0395 0.1535 0.205 0.06 0.28 DATE_IN_PAST_48_96
- 0.306 0.2234 0.4662 0.324 0.05 0.00 NO_FEE
- 0.187 0.0976 0.3600 0.213 0.01 0.00 BAYES_50
- 0.075 0.0207 0.1796 0.103 0.00 0.00 MIME_QP_NO_CHARSET
- 0.219 0.1159 0.4189 0.217 0.00 0.00 TO_EMPTY
- 0.038 0.0014 0.1100 0.012 0.00 0.00 MIME_BOUND_DIGITS_4
+ 18.744 13.3440 29.2532 0.313 0.30 0.05 FORGED_RCVD_HELO
+ 0.835 1.0865 0.3449 0.759 0.29 1.20 DATE_IN_FUTURE_06_12
+ 0.193 0.2446 0.0927 0.725 0.29 0.80 HTML_FONT_FACE_CAPS
+ 5.798 7.5827 2.3231 0.765 0.29 0.00 LINES_OF_YELLING
+ 0.863 1.1219 0.3583 0.758 0.29 0.00 HTTP_WITH_EMAIL_IN_URL
+ 6.616 8.1143 3.7000 0.687 0.29 0.00 CLICK_BELOW
+ 0.095 0.1128 0.0611 0.649 0.28 0.03 OPTING_OUT_CAPS
+ 1.513 2.0367 0.4941 0.805 0.28 0.00 DATE_IN_PAST_03_06
+ 0.136 0.1616 0.0854 0.654 0.27 0.00 WHILE_SUPPLIES
+ 1.932 2.5820 0.6682 0.794 0.27 0.41 SPF_HELO_FAIL
+ 0.052 0.0569 0.0419 0.576 0.27 1.11 FULL_REFUND
+ 0.013 0.0109 0.0173 0.386 0.27 0.02 DIRECT_EMAIL
+ 0.060 0.0672 0.0458 0.595 0.27 0.00 EXCUSE_11
+ 0.205 0.2489 0.1184 0.678 0.27 0.00 EARN_MONEY
+ 0.450 0.5632 0.2307 0.709 0.26 0.00 HTML_IMAGE_RATIO_10
+ 0.042 0.0454 0.0365 0.554 0.26 0.00 HTML_TITLE_EXTRA
+ 0.053 0.0579 0.0446 0.565 0.26 0.27 YOU_WON
+ 0.074 0.0846 0.0542 0.609 0.26 0.36 EXCUSE_19
+ 0.219 0.2621 0.1338 0.662 0.26 0.15 EXCUSE_7
+ 0.010 0.0063 0.0165 0.277 0.26 0.20 FROM_AND_TO_SAME
+ 2.368 3.0567 1.0277 0.748 0.26 0.00 URI_REDIRECTOR
+ 0.435 0.5379 0.2342 0.697 0.25 0.00 FREE_TRIAL
+ 0.017 0.0140 0.0227 0.382 0.25 0.00 X_ESMTP
+ 0.453 0.5604 0.2434 0.697 0.25 0.00 SB_NEW_BULK
+ 0.630 0.7732 0.3510 0.688 0.25 0.00 HTML_JAVASCRIPT
+ 1.633 2.0946 0.7340 0.741 0.25 0.21 UPPERCASE_25_50
+ 7.047 5.7903 9.4935 0.379 0.25 0.18 NO_REAL_NAME
+ 0.538 0.6493 0.3199 0.670 0.25 0.00 HTML_EVENT
+ 0.335 0.4077 0.1926 0.679 0.25 0.00 NO_COST
+ 3.729 3.7605 3.6665 0.506 0.24 0.52 FROM_ENDS_IN_NUMS
+ 1.453 1.8014 0.7740 0.699 0.23 0.00 LINES_OF_YELLING_2
+ 0.613 0.7343 0.3760 0.661 0.22 0.00 SB_NSP_VOLUME_SPIKE
+ 0.085 0.0887 0.0784 0.531 0.22 0.00 WORK_AT_HOME
+ 0.333 0.3870 0.2272 0.630 0.22 0.51 WEIRD_PORT
+ 0.098 0.1023 0.0888 0.535 0.22 0.00 CASHCASHCASH
+ 0.048 0.0437 0.0577 0.431 0.21 0.00 NO_PURCHASE
+ 0.203 0.2197 0.1711 0.562 0.21 0.00 HTML_IMAGE_RATIO_14
+ 0.504 0.5772 0.3603 0.616 0.20 0.43 PLING_PLING
+ 0.221 0.2367 0.1907 0.554 0.19 0.10 RAZOR2_CF_RANGE_11_50
+ 0.447 0.4935 0.3560 0.581 0.19 0.00 LINES_OF_YELLING_3
+ 1.215 1.3473 0.9582 0.584 0.19 0.00 MAILTO_WITH_SUBJ
+ 0.596 0.6867 0.4183 0.621 0.19 0.00 US_DOLLARS_2
+ 1.231 1.3666 0.9670 0.586 0.19 0.00 SPF_FAIL
+ 0.012 0.0036 0.0273 0.115 0.19 0.00 MIME_BOUND_DASH_DIGIT
+ 0.444 0.4842 0.3660 0.569 0.18 0.00 DATE_IN_PAST_12_24
+ 0.613 0.6902 0.4641 0.598 0.17 0.84 SPF_SOFTFAIL
+ 0.559 0.6171 0.4456 0.581 0.17 0.30 FROM_HAS_MIXED_NUMS
+ 0.464 0.4955 0.4033 0.551 0.17 0.00 MISSING_HEADERS
+ 0.026 0.0136 0.0496 0.216 0.15 0.00 JAVASCRIPT_URI
+ 0.027 0.0132 0.0527 0.201 0.14 0.00 NO_EXPERIENCE
+ 0.166 0.1458 0.2065 0.414 0.13 0.49 OPTING_OUT
+ 0.330 0.3086 0.3710 0.454 0.12 0.00 FOR_FREE
+ 0.189 0.1547 0.2549 0.378 0.11 0.30 DATE_IN_PAST_24_48
+ 0.047 0.0253 0.0904 0.219 0.10 0.00 MIME_QP_DEFICIENT
+ 0.636 0.5529 0.7963 0.410 0.10 0.47 TO_ADDRESS_EQ_REAL
+ 0.243 0.1847 0.3560 0.342 0.09 0.00 BANG_MONEY
+ 0.613 0.5036 0.8251 0.379 0.09 0.00 EXCUSE_1
+ 1.120 0.6950 1.9467 0.263 0.08 0.00 MAILTO_TO_SPAM_ADDR
+ 0.171 0.1233 0.2626 0.319 0.08 0.36 FROM_HAS_ULINE_NUMS
+ 0.077 0.0399 0.1503 0.210 0.07 0.26 DATE_IN_PAST_48_96
+ 0.302 0.2211 0.4587 0.325 0.05 0.00 NO_FEE
+ 0.186 0.0974 0.3595 0.213 0.02 0.00 BAYES_50
+ 0.073 0.0203 0.1753 0.104 0.01 0.00 MIME_QP_NO_CHARSET
+ 0.219 0.1187 0.4149 0.223 0.00 0.00 TO_EMPTY
+ 0.038 0.0012 0.1107 0.011 0.00 0.00 MIME_BOUND_DIGITS_4
Rule file versions for which these results apply:
-(SpamAssassin Version string: 3.000000-pre2-cvs)
+(SpamAssassin Version string: 3.000000-pre4-cvs)
--rw-r--r-- 3 jm jm 6002 May 6 20:24 10_misc.cf
--rw-r--r-- 3 jm jm 1602 Mar 23 20:07 20_anti_ratware.cf
--rw-r--r-- 3 jm jm 9654 May 19 03:19 20_body_tests.cf
--rw-r--r-- 3 jm jm 1613 Apr 5 12:15 20_compensate.cf
--rw-r--r-- 3 jm jm 11611 Jul 21 19:46 20_dnsbl_tests.cf
--rw-rw-r-- 1 jm jm 17307 Jul 19 23:47 20_drugs.cf
--rw-r--r-- 3 jm jm 11617 May 28 20:59 20_fake_helo_tests.cf
--rw-r--r-- 2 jm jm 36396 Jul 8 18:57 20_head_tests.cf
--rw-r--r-- 3 jm jm 17714 Jun 18 18:34 20_html_tests.cf
--rw-r--r-- 3 jm jm 11816 May 5 14:35 20_meta_tests.cf
--rw-r--r-- 3 jm jm 30422 May 24 12:12 20_phrases.cf
--rw-r--r-- 3 jm jm 5864 May 28 21:03 20_porn.cf
--rw-r--r-- 3 jm jm 15704 Jul 8 19:04 20_ratware.cf
--rw-r--r-- 3 jm jm 5962 Apr 30 19:09 20_uri_tests.cf
--rw-r--r-- 3 jm jm 2334 May 6 20:24 23_bayes.cf
--rw-r--r-- 3 jm jm 9114 Mar 23 20:07 25_body_tests_es.cf
--rw-r--r-- 3 jm jm 2735 Mar 23 20:07 25_hashcash.cf
--rw-r--r-- 3 jm jm 2301 Jun 14 19:44 25_spf.cf
--rw-r--r-- 2 jm jm 2615 Jun 27 21:01 25_uribl.cf
--rw-r--r-- 3 jm jm 50549 Jun 2 00:17 30_text_de.cf
--rw-r--r-- 3 jm jm 54882 Jun 2 00:17 30_text_fr.cf
--rw-r--r-- 3 jm jm 73303 Jun 2 00:17 30_text_nl.cf
--rw-r--r-- 3 jm jm 47133 Jun 2 00:17 30_text_pl.cf
--rw-rw-r-- 1 jm jm 37875 Jul 21 20:03 50_scores.cf
--rw-r--r-- 3 jm jm 6884 Jun 7 22:32 60_whitelist.cf
--rw-rw-r-- 1 jm jm 47157 Mar 23 20:07 70_broken_rules.cf
--rw-rw-r-- 1 jm jm 12656 Jul 8 18:57 70_testing.cf
--rw-r--r-- 3 jm jm 342 Apr 28 16:50 local.cf
--rw-r--r-- 3 jm jm 3696 Mar 23 20:07 regression_tests.cf
+-rw-r--r-- 1 stern stern 6002 Jun 29 10:02 10_misc.cf
+-rw-r--r-- 1 stern stern 1602 Jun 29 10:02 20_anti_ratware.cf
+-rw-r--r-- 1 stern stern 9654 Jun 29 10:02 20_body_tests.cf
+-rw-r--r-- 1 stern stern 1613 Jun 29 10:02 20_compensate.cf
+-rw-r--r-- 1 stern stern 11769 Aug 5 00:48 20_dnsbl_tests.cf
+-rw-r--r-- 1 stern stern 17307 Jul 26 09:52 20_drugs.cf
+-rw-r--r-- 1 stern stern 11617 Jun 29 10:02 20_fake_helo_tests.cf
+-rw-r--r-- 1 stern stern 36642 Aug 3 14:04 20_head_tests.cf
+-rw-r--r-- 1 stern stern 17714 Jun 29 10:02 20_html_tests.cf
+-rw-r--r-- 1 stern stern 11818 Aug 3 14:04 20_meta_tests.cf
+-rw-r--r-- 1 stern stern 30422 Jun 29 10:02 20_phrases.cf
+-rw-r--r-- 1 stern stern 5864 Jun 29 10:02 20_porn.cf
+-rw-r--r-- 1 stern stern 15704 Jul 12 11:53 20_ratware.cf
+-rw-r--r-- 1 stern stern 5962 Jun 29 10:02 20_uri_tests.cf
+-rw-r--r-- 1 stern stern 2334 Jun 29 10:02 23_bayes.cf
+-rw-r--r-- 1 stern stern 9114 Jun 29 10:02 25_body_tests_es.cf
+-rw-r--r-- 1 stern stern 2735 Jun 29 10:02 25_hashcash.cf
+-rw-r--r-- 1 stern stern 2301 Jun 29 10:02 25_spf.cf
+-rw-r--r-- 1 stern stern 2615 Jun 29 10:02 25_uribl.cf
+-rw-r--r-- 1 stern stern 66596 Jul 26 09:52 30_text_de.cf
+-rw-r--r-- 1 stern stern 54889 Aug 5 00:48 30_text_fr.cf
+-rw-r--r-- 1 stern stern 73303 Jun 29 10:02 30_text_nl.cf
+-rw-r--r-- 1 stern stern 47133 Jun 29 10:02 30_text_pl.cf
+-rw-r--r-- 1 stern stern 33487 Aug 6 16:25 50_scores.cf
+-rw-r--r-- 1 stern stern 6884 Jun 29 10:02 60_whitelist.cf
+-rw-r--r-- 1 stern stern 47157 Jun 29 10:02 70_broken_rules.cf
+-rw-r--r-- 1 stern stern 12926 Jul 26 09:52 70_testing.cf
+-rw-r--r-- 1 stern stern 342 Jun 29 10:02 local.cf
+-rw-r--r-- 1 stern stern 3696 Jun 29 10:02 regression_tests.cf
Modified: spamassassin/trunk/rules/STATISTICS-set2.txt
==============================================================================
--- spamassassin/trunk/rules/STATISTICS-set2.txt (original)
+++ spamassassin/trunk/rules/STATISTICS-set2.txt Mon Aug 9 15:27:18 2004
@@ -3,1011 +3,937 @@
Classification success on test corpora, at default threshold:
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 20916 53.50% (99.88% of non-spam corpus)
-# Correctly spam: 17562 44.92% (96.75% of spam corpus)
-# False positives: 25 0.06% (0.12% of nonspam, 1392 weighted)
-# False negatives: 589 1.51% (3.25% of spam, 1679 weighted)
-# TCR: 25.421569 SpamRecall: 96.755% SpamPrec: 99.858% FP: 0.06% FN: 1.51%
+# Correctly non-spam: 29498 99.96%
+# Correctly spam: 26604 95.46%
+# False positives: 13 0.04%
+# False negatives: 1266 4.54%
+# TCR(l=50): 14.545929 SpamRecall: 95.457% SpamPrec: 99.951%
Results on test corpora at various alternative thresholds:
# SUMMARY for threshold -4.0:
-# Correctly non-spam: 17782 45.49% (84.91% of non-spam corpus)
-# Correctly spam: 18136 46.39% (99.92% of spam corpus)
-# False positives: 3159 8.08% (15.09% of nonspam, -22617 weighted)
-# False negatives: 15 0.04% (0.08% of spam, -72 weighted)
-# TCR: 1.148071 SpamRecall: 99.917% SpamPrec: 85.166% FP: 8.08% FN: 0.04%
+# Correctly non-spam: 896 3.04%
+# Correctly spam: 27870 100.00%
+# False positives: 28615 96.96%
+# False negatives: 0 0.00%
+# TCR(l=50): 0.019479 SpamRecall: 100.000% SpamPrec: 49.341%
# SUMMARY for threshold -3.0:
-# Correctly non-spam: 18793 48.07% (89.74% of non-spam corpus)
-# Correctly spam: 18126 46.37% (99.86% of spam corpus)
-# False positives: 2148 5.49% (10.26% of nonspam, 8430 weighted)
-# False negatives: 25 0.06% (0.14% of spam, -108 weighted)
-# TCR: 1.686112 SpamRecall: 99.862% SpamPrec: 89.405% FP: 5.49% FN: 0.06%
+# Correctly non-spam: 984 3.33%
+# Correctly spam: 27869 100.00%
+# False positives: 28527 96.67%
+# False negatives: 1 0.00%
+# TCR(l=50): 0.019539 SpamRecall: 99.996% SpamPrec: 49.417%
# SUMMARY for threshold -2.0:
-# Correctly non-spam: 19133 48.94% (91.37% of non-spam corpus)
-# Correctly spam: 18122 46.36% (99.84% of spam corpus)
-# False positives: 1808 4.62% (8.63% of nonspam, 15959 weighted)
-# False negatives: 29 0.07% (0.16% of spam, -118 weighted)
-# TCR: 2.001433 SpamRecall: 99.840% SpamPrec: 90.928% FP: 4.62% FN: 0.07%
+# Correctly non-spam: 1061 3.60%
+# Correctly spam: 27869 100.00%
+# False positives: 28450 96.40%
+# False negatives: 1 0.00%
+# TCR(l=50): 0.019592 SpamRecall: 99.996% SpamPrec: 49.484%
# SUMMARY for threshold -1.0:
-# Correctly non-spam: 19196 49.10% (91.67% of non-spam corpus)
-# Correctly spam: 18118 46.35% (99.82% of spam corpus)
-# False positives: 1745 4.46% (8.33% of nonspam, 16796 weighted)
-# False negatives: 33 0.08% (0.18% of spam, -124 weighted)
-# TCR: 2.072505 SpamRecall: 99.818% SpamPrec: 91.215% FP: 4.46% FN: 0.08%
+# Correctly non-spam: 25828 87.52%
+# Correctly spam: 27815 99.80%
+# False positives: 3683 12.48%
+# False negatives: 55 0.20%
+# TCR(l=50): 0.151299 SpamRecall: 99.803% SpamPrec: 88.307%
# SUMMARY for threshold 0.0:
-# Correctly non-spam: 19479 49.83% (93.02% of non-spam corpus)
-# Correctly spam: 18113 46.33% (99.79% of spam corpus)
-# False positives: 1462 3.74% (6.98% of nonspam, 17674 weighted)
-# False negatives: 38 0.10% (0.21% of spam, -126 weighted)
-# TCR: 2.470196 SpamRecall: 99.791% SpamPrec: 92.531% FP: 3.74% FN: 0.10%
+# Correctly non-spam: 27613 93.57%
+# Correctly spam: 27764 99.62%
+# False positives: 1898 6.43%
+# False negatives: 106 0.38%
+# TCR(l=50): 0.293350 SpamRecall: 99.620% SpamPrec: 93.601%
# SUMMARY for threshold 1.0:
-# Correctly non-spam: 20167 51.59% (96.30% of non-spam corpus)
-# Correctly spam: 18071 46.23% (99.56% of spam corpus)
-# False positives: 774 1.98% (3.70% of nonspam, 15938 weighted)
-# False negatives: 80 0.20% (0.44% of spam, -108 weighted)
-# TCR: 4.595190 SpamRecall: 99.559% SpamPrec: 95.893% FP: 1.98% FN: 0.20%
+# Correctly non-spam: 28864 97.81%
+# Correctly spam: 27687 99.34%
+# False positives: 647 2.19%
+# False negatives: 183 0.66%
+# TCR(l=50): 0.856669 SpamRecall: 99.343% SpamPrec: 97.717%
# SUMMARY for threshold 2.0:
-# Correctly non-spam: 20541 52.55% (98.09% of non-spam corpus)
-# Correctly spam: 18011 46.07% (99.23% of spam corpus)
-# False positives: 400 1.02% (1.91% of nonspam, 11175 weighted)
-# False negatives: 140 0.36% (0.77% of spam, -17 weighted)
-# TCR: 8.481776 SpamRecall: 99.229% SpamPrec: 97.827% FP: 1.02% FN: 0.36%
+# Correctly non-spam: 29241 99.09%
+# Correctly spam: 27566 98.91%
+# False positives: 270 0.91%
+# False negatives: 304 1.09%
+# TCR(l=50): 2.018980 SpamRecall: 98.909% SpamPrec: 99.030%
# SUMMARY for threshold 3.0:
-# Correctly non-spam: 20767 53.12% (99.17% of non-spam corpus)
-# Correctly spam: 17922 45.85% (98.74% of spam corpus)
-# False positives: 174 0.45% (0.83% of nonspam, 6418 weighted)
-# False negatives: 229 0.59% (1.26% of spam, 209 weighted)
-# TCR: 16.515924 SpamRecall: 98.738% SpamPrec: 99.038% FP: 0.45% FN: 0.59%
+# Correctly non-spam: 29397 99.61%
+# Correctly spam: 27389 98.27%
+# False positives: 114 0.39%
+# False negatives: 481 1.73%
+# TCR(l=50): 4.508979 SpamRecall: 98.274% SpamPrec: 99.585%
# SUMMARY for threshold 4.0:
-# Correctly non-spam: 20857 53.35% (99.60% of non-spam corpus)
-# Correctly spam: 17755 45.42% (97.82% of spam corpus)
-# False positives: 84 0.21% (0.40% of nonspam, 3678 weighted)
-# False negatives: 396 1.01% (2.18% of spam, 797 weighted)
-# TCR: 22.243873 SpamRecall: 97.818% SpamPrec: 99.529% FP: 0.21% FN: 1.01%
+# Correctly non-spam: 29472 99.87%
+# Correctly spam: 27019 96.95%
+# False positives: 39 0.13%
+# False negatives: 851 3.05%
+# TCR(l=50): 9.950018 SpamRecall: 96.947% SpamPrec: 99.856%
# SUMMARY for threshold 4.5:
-# Correctly non-spam: 20893 53.45% (99.77% of non-spam corpus)
-# Correctly spam: 17677 45.22% (97.39% of spam corpus)
-# False positives: 48 0.12% (0.23% of nonspam, 2354 weighted)
-# False negatives: 474 1.21% (2.61% of spam, 1130 weighted)
-# TCR: 25.421569 SpamRecall: 97.389% SpamPrec: 99.729% FP: 0.12% FN: 1.21%
+# Correctly non-spam: 29486 99.92%
+# Correctly spam: 26798 96.15%
+# False positives: 25 0.08%
+# False negatives: 1072 3.85%
+# TCR(l=50): 12.002584 SpamRecall: 96.154% SpamPrec: 99.907%
# SUMMARY for threshold 5.5:
-# Correctly non-spam: 20930 53.54% (99.95% of non-spam corpus)
-# Correctly spam: 17455 44.65% (96.17% of spam corpus)
-# False positives: 11 0.03% (0.05% of nonspam, 757 weighted)
-# False negatives: 696 1.78% (3.83% of spam, 2242 weighted)
-# TCR: 24.169108 SpamRecall: 96.166% SpamPrec: 99.937% FP: 0.03% FN: 1.78%
+# Correctly non-spam: 29508 99.99%
+# Correctly spam: 26337 94.50%
+# False positives: 3 0.01%
+# False negatives: 1533 5.50%
+# TCR(l=50): 16.559715 SpamRecall: 94.499% SpamPrec: 99.989%
# SUMMARY for threshold 6.0:
-# Correctly non-spam: 20931 53.54% (99.95% of non-spam corpus)
-# Correctly spam: 17335 44.34% (95.50% of spam corpus)
-# False positives: 10 0.03% (0.05% of nonspam, 708 weighted)
-# False negatives: 816 2.09% (4.50% of spam, 2933 weighted)
-# TCR: 20.959584 SpamRecall: 95.504% SpamPrec: 99.942% FP: 0.03% FN: 2.09%
+# Correctly non-spam: 29510 100.00%
+# Correctly spam: 25984 93.23%
+# False positives: 1 0.00%
+# False negatives: 1886 6.77%
+# TCR(l=50): 14.395661 SpamRecall: 93.233% SpamPrec: 99.996%
# SUMMARY for threshold 6.5:
-# Correctly non-spam: 20932 53.55% (99.96% of non-spam corpus)
-# Correctly spam: 17203 44.01% (94.78% of spam corpus)
-# False positives: 9 0.02% (0.04% of nonspam, 652 weighted)
-# False negatives: 948 2.43% (5.22% of spam, 3761 weighted)
-# TCR: 18.278953 SpamRecall: 94.777% SpamPrec: 99.948% FP: 0.02% FN: 2.43%
+# Correctly non-spam: 29510 100.00%
+# Correctly spam: 25632 91.97%
+# False positives: 1 0.00%
+# False negatives: 2238 8.03%
+# TCR(l=50): 12.180944 SpamRecall: 91.970% SpamPrec: 99.996%
# SUMMARY for threshold 7.0:
-# Correctly non-spam: 20936 53.56% (99.98% of non-spam corpus)
-# Correctly spam: 17067 43.66% (94.03% of spam corpus)
-# False positives: 5 0.01% (0.02% of nonspam, 421 weighted)
-# False negatives: 1084 2.77% (5.97% of spam, 4682 weighted)
-# TCR: 16.366997 SpamRecall: 94.028% SpamPrec: 99.971% FP: 0.01% FN: 2.77%
+# Correctly non-spam: 29510 100.00%
+# Correctly spam: 25344 90.94%
+# False positives: 1 0.00%
+# False negatives: 2526 9.06%
+# TCR(l=50): 10.819099 SpamRecall: 90.936% SpamPrec: 99.996%
# SUMMARY for threshold 8.0:
-# Correctly non-spam: 20937 53.56% (99.98% of non-spam corpus)
-# Correctly spam: 16735 42.81% (92.20% of spam corpus)
-# False positives: 4 0.01% (0.02% of nonspam, 356 weighted)
-# False negatives: 1416 3.62% (7.80% of spam, 7173 weighted)
-# TCR: 12.639972 SpamRecall: 92.199% SpamPrec: 99.976% FP: 0.01% FN: 3.62%
+# Correctly non-spam: 29510 100.00%
+# Correctly spam: 24500 87.91%
+# False positives: 1 0.00%
+# False negatives: 3370 12.09%
+# TCR(l=50): 8.149123 SpamRecall: 87.908% SpamPrec: 99.996%
# SUMMARY for threshold 9.0:
-# Correctly non-spam: 20938 53.56% (99.99% of non-spam corpus)
-# Correctly spam: 16187 41.41% (89.18% of spam corpus)
-# False positives: 3 0.01% (0.01% of nonspam, 285 weighted)
-# False negatives: 1964 5.02% (10.82% of spam, 11855 weighted)
-# TCR: 9.171804 SpamRecall: 89.180% SpamPrec: 99.981% FP: 0.01% FN: 5.02%
+# Correctly non-spam: 29510 100.00%
+# Correctly spam: 23565 84.55%
+# False positives: 1 0.00%
+# False negatives: 4305 15.45%
+# TCR(l=50): 6.399541 SpamRecall: 84.553% SpamPrec: 99.996%
# SUMMARY for threshold 10.0:
-# Correctly non-spam: 20938 53.56% (99.99% of non-spam corpus)
-# Correctly spam: 15589 39.88% (85.89% of spam corpus)
-# False positives: 3 0.01% (0.01% of nonspam, 285 weighted)
-# False negatives: 2562 6.55% (14.11% of spam, 17555 weighted)
-# TCR: 7.043461 SpamRecall: 85.885% SpamPrec: 99.981% FP: 0.01% FN: 6.55%
+# Correctly non-spam: 29511 100.00%
+# Correctly spam: 22545 80.89%
+# False positives: 0 0.00%
+# False negatives: 5325 19.11%
+# TCR(l=50): 5.233803 SpamRecall: 80.893% SpamPrec: 100.000%
# SUMMARY for threshold 12.0:
-# Correctly non-spam: 20940 53.57% (100.00% of non-spam corpus)
-# Correctly spam: 14119 36.12% (77.79% of spam corpus)
-# False positives: 1 0.00% (0.00% of nonspam, 105 weighted)
-# False negatives: 4032 10.31% (22.21% of spam, 33828 weighted)
-# TCR: 4.496161 SpamRecall: 77.786% SpamPrec: 99.993% FP: 0.00% FN: 10.31%
+# Correctly non-spam: 29511 100.00%
+# Correctly spam: 20494 73.53%
+# False positives: 0 0.00%
+# False negatives: 7376 26.47%
+# TCR(l=50): 3.778471 SpamRecall: 73.534% SpamPrec: 100.000%
# SUMMARY for threshold 15.0:
-# Correctly non-spam: 20941 53.57% (100.00% of non-spam corpus)
-# Correctly spam: 12061 30.85% (66.45% of spam corpus)
-# False positives: 0 0.00% (0.00% of nonspam, 0 weighted)
-# False negatives: 6090 15.58% (33.55% of spam, 61572 weighted)
-# TCR: 2.980460 SpamRecall: 66.448% SpamPrec: 100.000% FP: 0.00% FN: 15.58%
+# Correctly non-spam: 29511 100.00%
+# Correctly spam: 17034 61.12%
+# False positives: 0 0.00%
+# False negatives: 10836 38.88%
+# TCR(l=50): 2.571982 SpamRecall: 61.119% SpamPrec: 100.000%
# SUMMARY for threshold 17.0:
-# Correctly non-spam: 20941 53.57% (100.00% of non-spam corpus)
-# Correctly spam: 10559 27.01% (58.17% of spam corpus)
-# False positives: 0 0.00% (0.00% of nonspam, 0 weighted)
-# False negatives: 7592 19.42% (41.83% of spam, 85553 weighted)
-# TCR: 2.390806 SpamRecall: 58.173% SpamPrec: 100.000% FP: 0.00% FN: 19.42%
+# Correctly non-spam: 29511 100.00%
+# Correctly spam: 14587 52.34%
+# False positives: 0 0.00%
+# False negatives: 13283 47.66%
+# TCR(l=50): 2.098171 SpamRecall: 52.339% SpamPrec: 100.000%
# SUMMARY for threshold 20.0:
-# Correctly non-spam: 20941 53.57% (100.00% of non-spam corpus)
-# Correctly spam: 8509 21.77% (46.88% of spam corpus)
-# False positives: 0 0.00% (0.00% of nonspam, 0 weighted)
-# False negatives: 9642 24.66% (53.12% of spam, 123489 weighted)
-# TCR: 1.882493 SpamRecall: 46.879% SpamPrec: 100.000% FP: 0.00% FN: 24.66%
+# Correctly non-spam: 29511 100.00%
+# Correctly spam: 11160 40.04%
+# False positives: 0 0.00%
+# False negatives: 16710 59.96%
+# TCR(l=50): 1.667864 SpamRecall: 40.043% SpamPrec: 100.000%
-Test hit frequencies, for spam and nonspam corpora:
+Test hit frequencies, for spam and ham 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% HAM% S/O RANK SCORE NAME
- 351831 163361 188470 0.464 0.00 0.00 (all messages)
-100.000 46.4317 53.5683 0.464 0.00 0.00 (all messages as %)
- 49.449 0.2632 92.0826 0.003 1.00 -5.30 BAYES_00
- 38.604 83.1141 0.0244 1.000 0.99 5.20 BAYES_99
- 13.797 29.7133 0.0005 1.000 0.92 4.50 DATE_SPAMWARE_Y2K
- 14.012 30.1535 0.0212 0.999 0.92 1.10 MIME_HTML_ONLY_MULTI
- 34.242 71.6009 1.8597 0.975 0.91 0.67 MIME_HTML_ONLY
- 10.232 22.0169 0.0170 0.999 0.91 2.95 FORGED_MUA_OUTLOOK
- 9.507 20.4486 0.0239 0.999 0.91 1.10 FORGED_OUTLOOK_HTML
- 15.879 33.8808 0.2759 0.992 0.91 0.61 MISSING_MIMEOLE
- 8.787 18.8888 0.0308 0.998 0.90 1.10 FORGED_OUTLOOK_TAGS
- 5.936 12.7772 0.0064 1.000 0.90 4.40 OBFUSCATING_COMMENT
- 5.037 10.8306 0.0143 0.999 0.89 2.75 HTML_IMAGE_ONLY_02
- 3.947 8.4977 0.0021 1.000 0.89 4.40 MSGID_OUTLOOK_INVALID
- 6.854 14.6920 0.0610 0.996 0.89 3.67 MSGID_FROM_MTA_SHORT
- 4.923 10.5698 0.0287 0.997 0.89 2.87 USERPASS
- 20.579 43.3151 0.8712 0.980 0.89 1.06 MIME_HTML_NO_CHARSET
- 2.002 4.3125 0.0000 1.000 0.89 4.30 RATWARE_OE_PI
- 1.762 3.7947 0.0000 1.000 0.89 1.11 FROM_NUM_AT_WEBMAIL
- 1.558 3.3564 0.0000 1.000 0.89 4.40 MSGID_SPAM_ZEROES
- 1.899 4.0860 0.0032 0.999 0.89 3.42 IMPOTENCE
- 1.096 2.3598 0.0000 1.000 0.88 4.30 MSGID_SPAM_99X9XX99
- 8.243 17.5960 0.1364 0.992 0.88 0.94 HTML_FONT_INVISIBLE
- 1.079 2.3231 0.0000 1.000 0.88 4.30 FORGED_THEBAT_HTML
- 1.426 0.0006 2.6614 0.000 0.88 -4.30 HABEAS_SWE
- 0.954 2.0543 0.0000 1.000 0.88 4.30 HEAD_ILLEGAL_CHARS
- 0.866 1.8652 0.0000 1.000 0.88 4.30 YAHOO_REDIR
- 1.043 2.2447 0.0005 1.000 0.88 4.30 FORGED_IMS_HTML
- 2.144 4.6100 0.0069 0.999 0.88 1.10 MONEY_BACK
- 0.965 2.0782 0.0005 1.000 0.88 4.30 FORGED_MUA_THEBAT_BOUN
- 1.845 3.9685 0.0048 0.999 0.88 4.11 FAKE_HELO_MAIL_COM
- 0.711 1.5310 0.0000 1.000 0.88 4.30 RCVD_AM_PM
- 1.216 2.6169 0.0016 0.999 0.88 2.09 FORGED_MUA_OIMO
- 1.629 3.5033 0.0037 0.999 0.88 4.40 EMAIL_ROT13
- 1.210 2.6047 0.0016 0.999 0.88 4.30 FORGED_MUA_AOL_FROM
- 1.056 2.2723 0.0011 1.000 0.88 4.10 RATWARE_EGROUPS
- 0.596 1.2837 0.0000 1.000 0.88 4.30 WRINKLES
- 0.593 1.2782 0.0000 1.000 0.88 4.30 FORGED_AOL_RCVD
- 3.758 8.0619 0.0281 0.997 0.88 1.90 HTML_IMAGE_ONLY_04
- 1.425 3.0650 0.0032 0.999 0.88 1.10 ONLINE_PHARMACY
- 0.761 1.6387 0.0005 1.000 0.88 4.30 FORGED_IMS_TAGS
- 4.562 9.7741 0.0435 0.996 0.88 1.10 MIME_BASE64_TEXT
- 1.313 2.8244 0.0027 0.999 0.88 1.75 INVALID_DATE_TZ_ABSURD
- 0.923 1.9870 0.0011 0.999 0.88 1.10 RATWARE_HASH_DASH
- 0.730 1.5720 0.0005 1.000 0.88 4.30 FROM_ILLEGAL_CHARS
- 0.396 0.8533 0.0000 1.000 0.88 4.30 WITH_LC_SMTP
- 0.381 0.8209 0.0000 1.000 0.88 0.70 SENT_IN_COMPLIANCE
- 0.329 0.7095 0.0000 1.000 0.88 2.90 NEVER_ANOTHER
- 4.143 8.8809 0.0366 0.996 0.88 1.11 HTML_MIME_NO_HTML_TAG
- 0.652 1.4043 0.0005 1.000 0.88 3.60 LOSEBODYFAT
- 0.290 0.6250 0.0000 1.000 0.88 2.90 FORGED_RCVD_FROM_NUM
- 0.278 0.5987 0.0000 1.000 0.88 2.90 RATWARE_JPFREE
- 0.277 0.5974 0.0000 1.000 0.88 2.90 MIME_BOUND_MANY_HEX
- 0.275 0.5932 0.0000 1.000 0.88 2.80 RATWARE_STORM_URI
- 0.270 0.5821 0.0000 1.000 0.88 2.90 FORGED_YAHOO_RCVD_SMTP
- 0.260 0.5601 0.0000 1.000 0.88 2.90 OBSCURED_EMAIL
- 0.242 0.5203 0.0000 1.000 0.88 2.90 MULTI_FORGED
- 0.242 0.5203 0.0000 1.000 0.88 3.66 KOREAN_UCE_SUBJECT
- 0.241 0.5185 0.0000 1.000 0.88 2.90 ORDER_REPORT
- 0.238 0.5136 0.0000 1.000 0.88 2.90 COPY_ACCURATELY
- 0.232 0.4995 0.0000 1.000 0.88 2.90 FREE_QUOTE_INSTANT
- 0.231 0.4977 0.0000 1.000 0.88 2.90 MSGID_SPAM_6LETTER
- 0.208 0.4487 0.0000 1.000 0.88 2.90 X_LIST_UNSUBSCRIBE
- 0.175 0.3759 0.0000 1.000 0.88 2.90 USERNAME_IN_SUBJECT
- 1.161 2.4963 0.0027 0.999 0.88 2.54 SUBJ_VIAGRA
- 0.171 0.3679 0.0000 1.000 0.88 2.90 URI_BANNEDCD
- 0.170 0.3667 0.0000 1.000 0.88 2.80 FAKE_HELO_EXCITE
- 0.170 0.3661 0.0000 1.000 0.88 2.90 FAKE_HELO_LYCOS
- 0.568 1.2237 0.0005 1.000 0.88 1.10 WE_HONOR_ALL
- 0.760 1.6363 0.0011 0.999 0.88 4.30 RATWARE_RCVD_LC_ESMTP
- 0.142 0.3055 0.0000 1.000 0.88 2.90 RATWARE_OE_MALFORMED
- 0.139 0.2993 0.0000 1.000 0.88 2.90 FAKED_UNDISC_RECIPS
- 0.138 0.2969 0.0000 1.000 0.88 2.90 RATWARE_EXISCAN_FORGED
- 0.128 0.2749 0.0000 1.000 0.88 2.90 X_ORIG_HOST
- 0.122 0.2632 0.0000 1.000 0.88 2.90 USE_IDENTITY
- 0.122 0.2626 0.0000 1.000 0.88 2.90 RATWARE_BAD_REFS
- 0.119 0.2571 0.0000 1.000 0.88 2.90 HTML_COMMENT_SKY
- 0.115 0.2467 0.0000 1.000 0.88 2.90 YOU_CAN_SEARCH
- 0.103 0.2216 0.0000 1.000 0.88 2.90 DIG_UP_INFO
- 0.101 0.2167 0.0000 1.000 0.88 2.90 MIME_BOUND_OPTIN
- 0.093 0.2008 0.0000 1.000 0.88 2.90 EXCUSE_23
- 0.084 0.1800 0.0000 1.000 0.88 2.90 CREDITORS_CALLING
- 0.078 0.1677 0.0000 1.000 0.88 2.90 HIDDEN_ASSETS
- 0.077 0.1653 0.0000 1.000 0.88 2.90 URI_PXLG
- 0.074 0.1598 0.0000 1.000 0.88 2.90 CHINA_HEADER
- 0.074 0.1585 0.0000 1.000 0.88 2.90 RATWARE_X_SCANNER
- 0.068 0.1457 0.0000 1.000 0.88 2.90 VIAGRA_COMBO
- 0.063 0.1353 0.0000 1.000 0.88 2.90 FORGED_MX_HOTMAIL
- 0.062 0.1334 0.0000 1.000 0.88 2.90 MIME_ODD_CASE
- 0.061 0.1322 0.0000 1.000 0.88 2.90 RCVD_6_CAPS_ESMTP_ID
- 0.059 0.1267 0.0000 1.000 0.88 2.90 EXCUSE_22
- 0.058 0.1255 0.0000 1.000 0.88 2.90 FORGED_JUNO_FROM
- 0.058 0.1243 0.0000 1.000 0.88 2.90 RATWARE_JIXING
- 0.055 0.1175 0.0000 1.000 0.88 2.90 HARDCORE_PORN
- 0.053 0.1139 0.0000 1.000 0.88 2.90 NONEXISTENT_CHARSET
- 0.051 0.1090 0.0000 1.000 0.88 2.90 NOT_ADVISOR
- 0.051 0.1090 0.0000 1.000 0.88 2.90 UCE_MAIL_ACT
- 0.051 0.1090 0.0000 1.000 0.88 2.90 X_PRECEDENCE_REF
- 0.050 0.1077 0.0000 1.000 0.88 2.90 MEGA_SITE
- 0.049 0.1047 0.0000 1.000 0.88 1.75 MSGID_FROM_MTA_HOTMAIL
- 0.048 0.1035 0.0000 1.000 0.88 2.90 X_PRI_MISMATCH_HI
- 0.046 0.0998 0.0000 1.000 0.88 2.55 FAKE_HELO_JUNO
- 0.045 0.0967 0.0000 1.000 0.88 2.90 VERY_SUSP_RECIPS
- 0.043 0.0930 0.0000 1.000 0.88 2.90 RATWARE_MMAILER
- 0.039 0.0845 0.0000 1.000 0.88 2.90 TO_TXT
- 0.037 0.0802 0.0000 1.000 0.88 2.90 X_X_PRESENT
- 0.032 0.0692 0.0000 1.000 0.88 2.90 MDAEMON_2_7_4
- 0.032 0.0686 0.0000 1.000 0.88 2.90 RECEIVE_EMAIL
- 0.030 0.0643 0.0000 1.000 0.88 2.90 OUR_STRICT_ANTI
- 0.029 0.0631 0.0000 1.000 0.88 2.90 MORTGAGE_LINKS
- 0.029 0.0624 0.0000 1.000 0.88 2.90 URI_DOLLARMACHINE
- 0.029 0.0624 0.0000 1.000 0.88 2.90 RATWARE_XMAILER
- 0.028 0.0600 0.0000 1.000 0.88 2.90 X_PMFLAGS_PRESENT
- 0.027 0.0582 0.0000 1.000 0.88 2.90 NIGERIAN_BODY_GOVT_3
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- 0.027 0.0575 0.0000 1.000 0.88 2.90 FORGED_GW05_RCVD
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- 0.025 0.0545 0.0000 1.000 0.88 2.90 RATWARE_EMPTY_HELO
- 0.024 0.0514 0.0000 1.000 0.88 2.90 MSGID_4NUMS_DOLLAR
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- 0.020 0.0428 0.0000 1.000 0.88 2.90 FORGED_MUA_APPLEMAIL
- 0.020 0.0428 0.0000 1.000 0.88 2.90 URI_FREEHT
- 0.019 0.0404 0.0000 1.000 0.88 2.90 MIME_BOUND_MAIL_BOUND
- 0.018 0.0380 0.0000 1.000 0.88 0.00 ANTISPAM_BILL
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- 0.014 0.0312 0.0000 1.000 0.88 1.42 FAKE_HELO_YAHOO_CA
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- 0.014 0.0300 0.0000 1.000 0.88 2.90 RECEIVED_IDENT_SQUID
- 0.013 0.0282 0.0000 1.000 0.88 2.90 FORGED_TELESP_RCVD
- 0.012 0.0263 0.0000 1.000 0.88 2.90 FAKE_HELO_EUDORAMAIL
- 0.012 0.0257 0.0000 1.000 0.88 2.90 SUBJ_FREE_INSTANT
- 0.011 0.0239 0.0000 1.000 0.88 2.80 STRONG_BUY
- 0.011 0.0233 0.0000 1.000 0.88 2.90 FAKED_IP_IN_RCVD
- 0.010 0.0220 0.0000 1.000 0.88 2.90 X_STORMPOST_TO
- 0.010 0.0220 0.0000 1.000 0.88 2.90 RATWARE_STORM
- 0.010 0.0220 0.0000 1.000 0.88 2.90 X_VMP_TEXT
- 0.010 0.0214 0.0000 1.000 0.88 2.90 MSGID_3_DOLLARS
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- 0.009 0.0196 0.0000 1.000 0.88 2.90 MSGID_SPAM_1
- 0.008 0.0178 0.0000 1.000 0.88 2.90 FRIEND_AT_PUBLIC
- 0.008 0.0171 0.0000 1.000 0.88 2.90 LOTS_OF_CC_LINES
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- 0.007 0.0159 0.0000 1.000 0.88 2.90 RATWARE_SCREWUP_1
- 0.006 0.0135 0.0000 1.000 0.88 2.90 HR_4176
- 0.006 0.0135 0.0000 1.000 0.88 2.90 MARKUP_RAND
- 0.006 0.0122 0.0000 1.000 0.88 2.90 RATWARE_EVAMAIL
- 0.005 0.0104 0.0000 1.000 0.88 2.90 RCVD_BY_QVES_COM
- 0.003 0.0073 0.0000 1.000 0.88 2.90 THIS_IS_AN_AD
- 0.003 0.0061 0.0000 1.000 0.88 2.90 OVERWHELMING_GROWTH
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- 0.002 0.0049 0.0000 1.000 0.88 2.90 BTAMAIL_HEADER
- 0.002 0.0037 0.0000 1.000 0.88 2.90 RATWARE_POWERC
- 0.001 0.0031 0.0000 1.000 0.88 2.90 EXCUSE_20
- 0.001 0.0012 0.0000 1.000 0.88 2.90 CHINA_URL
- 0.457 0.9831 0.0005 0.999 0.88 4.30 CONFIRMED_FORGED
- 0.621 1.3357 0.0011 0.999 0.88 4.30 FROM_OFFERS
- 1.062 2.2827 0.0032 0.999 0.88 4.30 CONSOLIDATE_DEBT
- 0.322 0.6923 0.0005 0.999 0.88 2.90 COMPETE
- 0.884 1.9013 0.0027 0.999 0.88 4.30 GENERIC_VIAGRA
- 0.306 0.6581 0.0005 0.999 0.88 0.70 RAVAGESOFAGING
- 0.625 1.3436 0.0016 0.999 0.88 1.10 VIAGRA_ONLINE
- 3.581 7.6726 0.0350 0.995 0.88 1.81 FROM_HAS_MIXED_NUMS3
- 0.890 1.9129 0.0032 0.998 0.88 2.73 FORGED_RCVD_NET_HELO
- 0.781 1.6785 0.0027 0.998 0.88 2.19 NO_RDNS_DOTCOM_HELO
- 0.551 1.1851 0.0016 0.999 0.88 3.32 BANG_OPRAH
- 2.456 5.2681 0.0180 0.997 0.88 1.10 HTTP_ESCAPED_HOST
- 0.234 0.5026 0.0005 0.999 0.88 2.90 INVALUABLE_MARKETING
- 0.359 0.7713 0.0011 0.999 0.88 2.90 FINANCIAL
- 1.173 2.5190 0.0058 0.998 0.88 1.10 FORGED_MUA_IMS
- 1.091 2.3427 0.0053 0.998 0.88 1.25 FORGED_AOL_HTML
- 0.328 0.7052 0.0011 0.998 0.88 2.90 LOSE_POUNDS
- 1.767 3.7922 0.0117 0.997 0.88 1.59 MIME_HTML_MOSTLY
- 1.108 2.3806 0.0058 0.998 0.88 4.30 REVERSE_AGING
- 0.169 0.3642 0.0005 0.999 0.88 0.70 NIGERIAN_BODY4
- 3.176 6.8021 0.0324 0.995 0.88 1.59 FRONTPAGE
- 3.361 7.1976 0.0361 0.995 0.88 1.58 SUBJ_HAS_SPACES
- 1.151 2.4718 0.0069 0.997 0.88 1.15 HTML_LINK_PUSH_HERE
- 0.143 0.3067 0.0005 0.998 0.88 0.70 EXCUSE_24
- 0.254 0.5448 0.0011 0.998 0.88 0.70 NIGERIAN_BODY3
- 0.129 0.2779 0.0005 0.998 0.88 1.87 FORGED_QUALCOMM_TAGS
- 0.823 1.7679 0.0048 0.997 0.88 1.10 CLICK_TO_REMOVE_1
- 0.516 1.1074 0.0027 0.998 0.88 2.90 BZ_TLD
- 2.050 4.3939 0.0180 0.996 0.88 1.10 BANG_GUARANTEE
- 0.300 0.6440 0.0016 0.998 0.88 2.90 NO_CREDIT_CHECK
- 1.391 2.9830 0.0111 0.996 0.88 2.15 BANG_EXERCISE
- 1.527 3.2750 0.0127 0.996 0.88 2.06 RCVD_FAKE_HELO_DOTCOM
- 0.199 0.4273 0.0011 0.998 0.88 2.36 BANG_QUOTE
- 3.037 6.4967 0.0377 0.994 0.87 1.12 MIME_HEADER_CTYPE_ONLY
- 0.182 0.3905 0.0011 0.997 0.87 2.90 HTML_FORMACTION_MAILTO
- 1.578 3.3821 0.0143 0.996 0.87 2.53 TRACKER_ID
- 8.332 17.7043 0.2091 0.988 0.87 1.05 REMOVE_PAGE
- 1.403 3.0062 0.0133 0.996 0.87 1.10 GUARANTEED_100_PERCENT
- 1.587 3.4004 0.0159 0.995 0.87 1.10 RECEIVE_OFFER
- 0.301 0.6452 0.0021 0.997 0.87 2.14 SUBJ_YOUR_DEBT
- 0.227 0.4873 0.0016 0.997 0.87 2.90 JODY
- 4.115 8.7861 0.0669 0.992 0.87 0.50 HTML_LINK_CLICK_CAPS
- 0.752 1.6124 0.0064 0.996 0.87 1.10 MORTGAGE_BEST
- 0.473 1.0143 0.0037 0.996 0.87 2.75 WHILE_YOU_SLEEP
- 0.076 0.1634 0.0005 0.997 0.87 1.95 MIME_BOUND_RKFINDY
- 0.212 0.4554 0.0016 0.997 0.87 2.90 NUMERIC_HTTP_ADDR
- 0.074 0.1585 0.0005 0.997 0.87 2.90 STOP_SNORING
- 0.339 0.7272 0.0027 0.996 0.87 0.99 FROM_WEBMAIL_END_NUMS6
- 0.330 0.7082 0.0027 0.996 0.87 2.90 ADVERT_CODE
- 0.447 0.9574 0.0037 0.996 0.87 3.25 THE_BEST_RATE
- 0.550 1.1790 0.0048 0.996 0.87 1.78 INCREASE_SEX
- 0.070 0.1500 0.0005 0.996 0.87 2.90 WALAA
- 0.202 0.4322 0.0016 0.996 0.87 0.25 BILL_1618
- 0.069 0.1475 0.0005 0.996 0.87 2.90 READ_TO_END
- 0.068 0.1463 0.0005 0.996 0.87 2.84 SUBJ_YOUR_FAMILY
- 0.132 0.2822 0.0011 0.996 0.87 0.38 CANNOT_BE_SPAM
- 1.907 4.0799 0.0233 0.994 0.87 1.75 DATE_IN_FUTURE_12_24
- 2.370 5.0685 0.0318 0.994 0.87 1.10 MIME_BASE64_LATIN
- 1.172 2.5092 0.0127 0.995 0.87 0.66 ALL_NATURAL
- 1.836 3.9269 0.0228 0.994 0.87 1.10 PENIS_ENLARGE
- 0.063 0.1353 0.0005 0.996 0.87 2.29 APPLY_FREE
- 1.110 2.3769 0.0127 0.995 0.87 1.10 HG_HORMONE
- 0.274 0.5870 0.0027 0.996 0.87 1.35 FREE_PORN
- 0.112 0.2406 0.0011 0.996 0.87 0.35 BE_BOSS
- 0.368 0.7891 0.0037 0.995 0.87 0.70 NIGERIAN_BODY2
- 4.623 9.8494 0.0934 0.991 0.87 0.17 CLICK_BELOW_CAPS
- 1.765 3.7732 0.0244 0.994 0.87 3.61 SUBJ_ILLEGAL_CHARS
- 0.105 0.2253 0.0011 0.995 0.87 2.90 NOT_INTENDED
- 0.105 0.2240 0.0011 0.995 0.87 2.90 SUBJ_GUARANTEED
- 1.175 2.5141 0.0149 0.994 0.87 1.10 REMOVE_REMOVAL_1WORD
- 0.052 0.1120 0.0005 0.995 0.87 2.80 FAKE_HELO_USA_NET
- 0.153 0.3281 0.0016 0.995 0.87 2.01 REFINANCE_NOW
- 0.468 1.0015 0.0053 0.995 0.87 0.39 FROM_STARTS_WITH_NUMS
- 3.968 8.4543 0.0801 0.991 0.87 2.90 DATE_IN_FUTURE_03_06
- 0.138 0.2944 0.0016 0.995 0.87 0.16 HIDE_WIN_STATUS
- 0.265 0.5681 0.0032 0.994 0.87 1.04 ADDR_NUMS_AT_BIGSITE
- 0.262 0.5607 0.0032 0.994 0.87 2.90 REMOVE_POSTAL
- 2.239 4.7771 0.0382 0.992 0.87 1.53 HTML_IMAGE_ONLY_06
- 0.672 1.4361 0.0090 0.994 0.87 2.29 URI_OFFERS
- 0.898 1.9191 0.0127 0.993 0.87 2.15 GUARANTEE
- 18.553 38.7798 1.0214 0.974 0.87 0.27 HTML_FONT_BIG
- 2.601 5.5472 0.0478 0.991 0.87 0.50 X_MSMAIL_PRIORITY_HIGH
- 0.126 0.2700 0.0016 0.994 0.87 0.51 HTML_SHOUTING7
- 0.084 0.1800 0.0011 0.994 0.87 0.90 PREST_NON_ACCREDITED
- 1.346 2.8740 0.0212 0.993 0.87 0.83 MAILTO_SUBJ_REMOVE
- 1.223 2.6120 0.0191 0.993 0.87 3.43 FORGED_MUA_EUDORA
- 4.651 9.8904 0.1098 0.989 0.87 0.19 MIME_BASE64_NO_NAME
- 0.076 0.1622 0.0011 0.994 0.86 0.80 NOT_MLM
- 0.038 0.0814 0.0005 0.994 0.86 1.94 EXCUSE_21
- 0.460 0.9819 0.0069 0.993 0.86 1.92 FREE_QUOTE
- 0.075 0.1598 0.0011 0.993 0.86 1.78 PORN_15
- 0.285 0.6097 0.0042 0.993 0.86 1.61 LOW_PAYMENT
- 0.146 0.3116 0.0021 0.993 0.86 2.90 BARGAIN_URL
- 0.724 1.5469 0.0117 0.993 0.86 2.38 FAKED_HOTMAIL_DAV
- 0.141 0.3012 0.0021 0.993 0.86 0.70 FAKE_HELO_MSN
- 1.073 2.2888 0.0186 0.992 0.86 0.47 FORGED_HOTMAIL_RCVD
- 0.426 0.9096 0.0069 0.992 0.86 3.01 NIGERIAN_BODY1
- 0.035 0.0741 0.0005 0.993 0.86 2.90 FREE_INVESTMENT
- 1.501 3.1990 0.0287 0.991 0.86 0.73 EXCUSE_19
- 0.034 0.0716 0.0005 0.993 0.86 2.24 COMPARE_RATES
- 0.162 0.3452 0.0027 0.992 0.86 0.01 CABLE_CONVERTER
- 0.970 2.0684 0.0186 0.991 0.86 1.54 VIAGRA
- 0.990 2.1094 0.0191 0.991 0.86 0.50 REMOVE_REMOVAL_2WORD
- 0.062 0.1316 0.0011 0.992 0.86 2.90 AMATEUR_PORN
- 2.398 5.1016 0.0547 0.989 0.86 0.50 PENIS_ENLARGE2
- 0.091 0.1934 0.0016 0.992 0.86 2.90 CUM_SHOT
- 0.061 0.1292 0.0011 0.992 0.86 2.90 BTAMAIL_URL
- 0.089 0.1904 0.0016 0.992 0.86 1.71 URI_4YOU
- 0.233 0.4977 0.0042 0.992 0.86 2.73 DATE_IN_FUTURE_24_48
- 1.075 2.2906 0.0218 0.991 0.86 2.01 MARKETING_PARTNERS
- 0.287 0.6115 0.0053 0.991 0.86 1.89 FREE_GRANT
- 0.413 0.8809 0.0080 0.991 0.86 1.54 FORGED_JUNO_RCVD
- 0.057 0.1224 0.0011 0.991 0.86 2.90 NIGERIAN_SUBJECT2
- 0.567 1.2084 0.0117 0.990 0.86 1.56 HAIR_LOSS
- 0.027 0.0582 0.0005 0.991 0.86 2.23 RESISTANCE_IS_FUTILE
- 1.084 2.3072 0.0239 0.990 0.86 0.50 COMPLETELY_FREE
- 0.605 1.2886 0.0127 0.990 0.86 2.17 FROM_ALL_NUMS
- 0.721 1.5353 0.0159 0.990 0.86 0.88 EXCUSE_REMOVE
- 0.223 0.4750 0.0048 0.990 0.86 2.80 INITIAL_INVEST
- 2.699 5.7284 0.0738 0.987 0.86 0.58 HTML_TABLE_THICK_BORD
- 1.764 3.7463 0.0456 0.988 0.85 0.50 AS_SEEN_ON
- 0.723 1.5377 0.0170 0.989 0.85 2.33 GAPPY_SUBJECT
- 0.298 0.6336 0.0069 0.989 0.85 4.30 SORTED_RECIPS
- 1.070 2.2729 0.0271 0.988 0.85 0.40 HTML_COMMENT_SAVED_URL
- 0.023 0.0490 0.0005 0.989 0.85 2.90 NATURAL_VIAGRA
- 0.153 0.3250 0.0037 0.989 0.85 0.12 FORGED_AOL_TAGS
- 4.797 10.1377 0.1687 0.984 0.85 0.75 BIZ_TLD
- 0.044 0.0930 0.0011 0.989 0.85 2.60 SECRET_RECORD
- 0.520 1.1049 0.0133 0.988 0.85 0.57 MORTGAGE_RATES
- 0.338 0.7180 0.0085 0.988 0.85 3.07 ROUND_THE_WORLD_LOCAL
- 0.505 1.0712 0.0133 0.988 0.85 1.17 FAKE_HELO_HOTMAIL
- 0.709 1.5040 0.0191 0.987 0.85 1.87 FAKE_HELO_YAHOO
- 3.815 8.0650 0.1305 0.984 0.85 1.61 DATE_IN_FUTURE_06_12
- 0.124 0.2638 0.0032 0.988 0.85 2.80 FORGED_MUA_THEBAT_CS
- 0.614 1.3039 0.0164 0.988 0.85 2.59 BAYES_70
- 0.418 0.8870 0.0111 0.988 0.85 0.50 HTML_SHOUTING9
- 0.764 1.6209 0.0212 0.987 0.85 5.30 BAYES_80
- 0.080 0.1708 0.0021 0.988 0.85 1.57 FREE_CONSULTATION
- 1.517 3.2131 0.0462 0.986 0.85 0.09 LOW_PRICE
- 1.710 3.6220 0.0531 0.986 0.85 4.03 BAYES_90
- 0.858 1.8199 0.0249 0.986 0.85 1.00 MORTGAGE_PITCH
- 1.488 3.1501 0.0467 0.985 0.85 0.50 HTML_TITLE_UNTITLED
- 7.610 15.9885 0.3481 0.979 0.85 0.10 FROM_HAS_MIXED_NUMS
- 0.344 0.7297 0.0101 0.986 0.85 0.00 REPLY_TO_ULINE_NUMS
- 1.261 2.6702 0.0398 0.985 0.85 0.41 BANG_MORE
- 2.784 5.8827 0.0987 0.984 0.85 0.15 HTTP_EXCESSIVE_ESCAPES
- 0.091 0.1922 0.0027 0.986 0.85 1.98 FROM_HAS_MIXED_NUMS2
- 0.159 0.3367 0.0048 0.986 0.84 0.07 LOSEWEIGHT
- 0.070 0.1494 0.0021 0.986 0.84 0.43 MIME_BASE64_ILLEGAL
- 0.139 0.2944 0.0042 0.986 0.84 1.22 SUBJECT_APPROVED
- 0.051 0.1077 0.0016 0.985 0.84 2.80 NO_INVENTORY
- 0.212 0.4487 0.0069 0.985 0.84 0.36 MILLION_USD
- 0.195 0.4126 0.0064 0.985 0.84 1.06 HTTP_ENTITIES_HOST
- 0.415 0.8772 0.0138 0.985 0.84 2.63 SUSPICIOUS_RECIPS
- 0.049 0.1035 0.0016 0.985 0.84 2.80 FORGED_EUDORAMAIL_RCVD
- 7.171 15.0372 0.3534 0.977 0.84 0.10 MISSING_OUTLOOK_NAME
- 5.563 11.6748 0.2658 0.978 0.84 0.43 NORMAL_HTTP_TO_IP
- 0.148 0.3134 0.0053 0.983 0.84 2.80 ONE_TIME
- 0.668 1.4098 0.0255 0.982 0.84 0.31 HTML_90_100
- 0.014 0.0306 0.0005 0.983 0.84 2.90 LESBIAN
- 0.043 0.0900 0.0016 0.983 0.84 0.87 GET_STARTED_NOW
- 0.028 0.0600 0.0011 0.983 0.84 2.12 EARNINGS
- 0.375 0.7903 0.0143 0.982 0.83 1.92 FAKE_HELO_AOL
- 0.826 1.7409 0.0329 0.981 0.83 1.18 MIME_MISSING_BOUNDARY
- 1.469 3.0925 0.0615 0.980 0.83 1.23 BAD_CREDIT
- 4.113 8.6287 0.1984 0.978 0.83 0.38 FORGED_YAHOO_RCVD
- 0.108 0.2283 0.0042 0.982 0.83 0.81 BANKRUPTCY
- 0.054 0.1145 0.0021 0.982 0.83 1.57 SERIOUS_CASH
- 0.107 0.2247 0.0042 0.981 0.83 1.94 GUARANTEED_STUFF
- 2.009 4.2213 0.0913 0.979 0.83 0.07 HTML_TAG_BALANCE_A
- 0.744 1.5646 0.0318 0.980 0.83 2.80 FORGED_MUA_MOZILLA
- 1.343 2.8238 0.0594 0.979 0.83 0.17 REMOVE_FROM_LIST
- 0.163 0.3428 0.0069 0.980 0.83 2.33 SAVE_THOUSANDS
- 0.622 1.3088 0.0271 0.980 0.83 2.00 BAYES_60
- 3.961 8.2939 0.2053 0.976 0.83 0.67 HTML_TAG_BALANCE_HTML
- 0.012 0.0257 0.0005 0.980 0.83 0.03 NIGERIAN_SUBJECT1
- 1.471 3.0864 0.0700 0.978 0.83 0.82 HTML_IMAGE_RATIO_04
- 2.327 4.8775 0.1157 0.977 0.83 1.39 SUBJ_HAS_UNIQ_ID
- 0.012 0.0251 0.0005 0.979 0.83 2.03 FAKE_HELO_MAIL_RU
- 0.271 0.5687 0.0122 0.979 0.83 0.55 ACT_NOW_CAPS
- 3.551 7.4296 0.1889 0.975 0.83 1.50 X_PRIORITY_HIGH
- 0.046 0.0967 0.0021 0.979 0.82 1.69 WE_PROMISE_YOU
- 1.720 3.6037 0.0865 0.977 0.82 0.06 HTML_FONTCOLOR_GREEN
- 0.079 0.1659 0.0037 0.978 0.82 0.07 HTML_SHOUTING8
- 3.694 7.7142 0.2096 0.974 0.82 0.35 HTML_TAG_BALANCE_BODY
- 0.313 0.6562 0.0154 0.977 0.82 2.42 EXCUSE_12
- 0.032 0.0673 0.0016 0.977 0.82 2.17 STOCK_ALERT
- 0.209 0.4383 0.0106 0.976 0.82 1.62 SUPPLIES_LIMITED
- 4.799 9.9828 0.3061 0.970 0.82 0.91 OFFERS_ETC
- 0.304 0.6366 0.0164 0.975 0.82 2.27 NO_QS_ASKED
- 0.069 0.1451 0.0037 0.975 0.82 0.76 UNSECURED_CREDIT
- 0.020 0.0410 0.0011 0.975 0.81 2.40 MIME_BOUND_DIGITS_7
- 0.184 0.3844 0.0101 0.974 0.81 1.37 CELL_PHONE_BOOST
- 0.165 0.3452 0.0096 0.973 0.81 1.92 BANG_BOSS
- 0.582 1.2139 0.0345 0.972 0.81 0.06 HTML_COMMENT_RATIO
- 0.136 0.2846 0.0080 0.973 0.81 1.51 ADDR_FREE
- 0.018 0.0380 0.0011 0.973 0.81 2.90 OUR_AFFILIATE_PARTNERS
- 0.508 1.0596 0.0302 0.972 0.81 2.13 MLM
- 8.208 16.9398 0.6394 0.964 0.81 0.38 HTML_70_80
- 0.045 0.0937 0.0027 0.972 0.81 1.09 MEET_SINGLES
- 0.258 0.5375 0.0154 0.972 0.81 0.07 REPLY_TO_EMPTY
- 0.089 0.1855 0.0053 0.972 0.81 0.85 EXCUSE_13
- 0.145 0.3024 0.0090 0.971 0.81 2.39 ONE_TIME_MAILING
- 0.034 0.0710 0.0021 0.971 0.80 2.61 FREE_WEBSITE
- 0.009 0.0178 0.0005 0.971 0.80 2.90 PORN_6
- 0.621 1.2910 0.0398 0.970 0.80 1.10 DOMAIN_4U2
- 0.746 1.5506 0.0483 0.970 0.80 1.12 EXTRA_MPART_TYPE
- 0.198 0.4114 0.0127 0.970 0.80 0.06 LOW_INTEREST
- 0.083 0.1720 0.0053 0.970 0.80 1.95 NASTY_GIRLS
- 6.413 13.2259 0.5072 0.963 0.80 0.10 HTML_FONTCOLOR_UNKNOWN
- 0.008 0.0171 0.0005 0.970 0.80 0.04 SUBJ_NOW_ONLY
- 14.823 30.2067 1.4894 0.953 0.80 0.10 HTML_LINK_CLICK_HERE
- 0.016 0.0331 0.0011 0.969 0.80 2.08 MAIL_IN_ORDER_FORM
- 0.016 0.0324 0.0011 0.968 0.80 2.90 KIFF
- 0.163 0.3373 0.0111 0.968 0.80 2.23 LIVE_PORN
- 0.070 0.1445 0.0048 0.968 0.80 0.80 NO_DISAPPOINTMENT
- 0.382 0.7927 0.0265 0.968 0.80 0.77 DO_IT_TODAY
- 0.092 0.1916 0.0064 0.968 0.80 2.80 SAVE_ON_INSURANCE
- 1.583 3.2743 0.1167 0.966 0.80 0.67 HTML_TAG_BALANCE_TABLE
- 4.463 9.1974 0.3597 0.962 0.80 0.10 EXCUSE_3
- 0.038 0.0784 0.0027 0.967 0.80 1.43 FREE_PASSWORD
- 0.090 0.1867 0.0064 0.967 0.79 1.64 BLANK_LINES_80_90
- 0.090 0.1861 0.0064 0.967 0.79 0.76 SELECTED_YOU
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- 0.263 0.5454 0.0191 0.966 0.79 2.67 RATWARE_HASH_2_V2
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- 0.748 1.5475 0.0557 0.965 0.79 0.80 SUB_FREE_OFFER
- 0.007 0.0147 0.0005 0.965 0.79 1.97 SEX_FEST
- 43.215 84.3151 7.5901 0.917 0.79 0.09 HTML_MESSAGE
- 1.847 3.8045 0.1502 0.962 0.79 0.36 ORDER_NOW
- 0.904 1.8640 0.0722 0.963 0.79 0.40 SUBJ_FREE_CAP
- 11.704 23.7792 1.2368 0.951 0.79 0.10 HTML_FONTCOLOR_RED
- 0.216 0.4456 0.0170 0.963 0.79 1.68 BEST_PORN
- 0.047 0.0979 0.0037 0.963 0.79 0.22 PORN_16
- 0.135 0.2785 0.0106 0.963 0.79 2.90 EXCUSE_4
- 0.267 0.5503 0.0212 0.963 0.78 1.40 X_LIBRARY
- 0.942 1.9399 0.0764 0.962 0.78 0.48 LIMITED_TIME_ONLY
- 5.393 11.0455 0.4945 0.957 0.78 0.10 HTML_FONTCOLOR_UNSAFE
- 0.126 0.2602 0.0101 0.963 0.78 2.49 DATE_IN_FUTURE_96_XX
- 0.092 0.1885 0.0074 0.962 0.78 0.12 HTML_COMMENT_8BITS
- 0.007 0.0135 0.0005 0.962 0.78 2.90 VERB_UP_TO_OR_MORES
- 0.013 0.0257 0.0011 0.960 0.78 2.80 NO_CATCH
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- 1.410 2.8856 0.1305 0.957 0.77 0.61 HTML_IMAGE_ONLY_10
- 0.083 0.1702 0.0074 0.958 0.77 1.17 FREE_SAMPLE
- 0.445 0.9109 0.0403 0.958 0.77 0.88 HTML_RELAYING_FRAME
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- 0.006 0.0116 0.0005 0.956 0.77 1.65 IDENT_NOBODY
- 3.080 6.2696 0.3152 0.952 0.77 1.12 HTML_WEB_BUGS
- 9.149 18.4701 1.0691 0.945 0.77 0.36 HTML_60_70
- 0.022 0.0453 0.0021 0.955 0.76 0.15 LYING_EYES
- 0.159 0.3238 0.0154 0.955 0.76 0.00 UPPERCASE_75_100
- 0.092 0.1867 0.0090 0.954 0.76 2.53 FREE_ACCESS
- 0.125 0.2547 0.0127 0.952 0.76 0.43 SUBJ_BUY
- 0.959 1.9491 0.1013 0.951 0.76 0.15 EXCUSE_10
- 0.041 0.0833 0.0042 0.951 0.76 0.62 BUY_DIRECT
- 0.015 0.0306 0.0016 0.951 0.75 2.90 WE_HATE_SPAM
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- 0.030 0.0600 0.0032 0.950 0.75 1.06 UNCLAIMED_MONEY
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- 0.560 1.1331 0.0631 0.947 0.75 0.05 HOME_EMPLOYMENT
- 7.976 15.9665 1.0495 0.938 0.74 0.70 HTML_50_60
- 0.891 1.8015 0.1024 0.946 0.74 1.38 PORN_4
- 0.618 1.2482 0.0716 0.946 0.74 1.17 INVALID_MSGID
- 0.037 0.0741 0.0042 0.946 0.74 2.70 PAY_SITE
- 1.417 2.8563 0.1687 0.944 0.74 0.53 HTML_IMAGE_ONLY_08
- 10.588 21.0779 1.4952 0.934 0.74 0.10 HTML_FONTCOLOR_BLUE
- 0.041 0.0826 0.0048 0.945 0.74 2.60 JOIN_MILLIONS
- 4.666 9.3603 0.5974 0.940 0.74 0.01 HTML_80_90
- 0.719 1.4508 0.0854 0.944 0.74 0.87 REMOVAL_INSTRUCTIONS
- 0.058 0.1175 0.0069 0.945 0.74 2.70 SUBJ_AS_SEEN
- 0.204 0.4114 0.0244 0.944 0.74 1.29 THIS_AINT_SPAM
- 0.248 0.4995 0.0297 0.944 0.74 1.21 OPT_HEADER
- 0.410 0.8239 0.0504 0.942 0.73 0.81 OPT_IN_CAPS
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- 0.091 0.1824 0.0111 0.942 0.73 2.80 MONEY_MAKING
- 0.012 0.0245 0.0016 0.939 0.72 1.46 MIME_BOUND_HEX_24
- 0.032 0.0643 0.0042 0.938 0.72 1.29 BEEN_TURNED_DOWN
- 0.095 0.1904 0.0127 0.937 0.72 2.28 SEDUCTION
- 0.872 1.7415 0.1189 0.936 0.72 0.94 HTML_IMAGE_RATIO_06
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- 0.508 1.0051 0.0769 0.929 0.70 0.79 UPPERCASE_50_75
- 4.717 9.2733 0.7678 0.924 0.70 0.87 HTML_40_50
- 0.146 0.2889 0.0223 0.928 0.70 1.57 DONT_DELETE
- 0.021 0.0410 0.0032 0.928 0.70 2.01 AMAZING_STUFF
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- 0.070 0.1371 0.0111 0.925 0.69 0.85 EXTRA_CASH
- 0.106 0.2087 0.0170 0.925 0.69 1.18 SUBJ_DOLLARS
- 0.675 1.3277 0.1098 0.924 0.69 0.60 HTML_IMAGE_RATIO_08
- 1.375 2.6995 0.2271 0.922 0.69 0.94 MIME_BOUND_NEXTPART
- 0.218 0.4291 0.0355 0.923 0.69 1.01 NO_EXPERIENCE
- 0.010 0.0190 0.0016 0.923 0.69 1.23 FREE_INSTALL
- 0.578 1.1325 0.0971 0.921 0.68 2.00 BLANK_LINES_70_80
- 1.366 2.6726 0.2329 0.920 0.68 0.06 HTML_FONT_FACE_BAD
- 2.337 4.5653 0.4064 0.918 0.68 0.92 MSGID_FROM_MTA_HEADER
- 4.085 7.9536 0.7322 0.916 0.68 0.32 DATE_IN_PAST_03_06
- 0.153 0.2987 0.0260 0.920 0.68 0.39 SUBJ_YOUR_OWN
- 1.213 2.3696 0.2101 0.919 0.68 0.79 HTML_IMAGE_ONLY_12
- 0.052 0.1010 0.0090 0.918 0.68 2.70 BUGGY_CGI
- 0.009 0.0178 0.0016 0.918 0.67 2.20 FORWARD_LOOKING
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- 0.092 0.1769 0.0175 0.910 0.66 0.45 LINK_TO_NO_SCHEME
- 0.302 0.5840 0.0584 0.909 0.66 1.18 MIME_BOUND_DASH_DIGIT
- 0.063 0.1206 0.0122 0.908 0.65 2.60 DISGUISE_PORN
- 0.030 0.0575 0.0058 0.908 0.65 0.98 START_NOW_CAPS
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- 0.786 1.5114 0.1576 0.906 0.65 0.21 HOT_NASTY
- 1.049 2.0146 0.2122 0.905 0.65 0.95 NO_OBLIGATION
- 2.104 4.0303 0.4346 0.903 0.65 0.45 HTML_TITLE_EMPTY
- 0.013 0.0251 0.0027 0.904 0.64 1.04 FREE_PREVIEW
- 0.606 1.1606 0.1252 0.903 0.64 0.62 WORK_AT_HOME
- 0.077 0.1475 0.0159 0.903 0.64 2.51 ACCEPT_CREDIT_CARDS
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- 0.502 0.9574 0.1072 0.899 0.63 0.70 US_DOLLARS_3
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- 0.860 1.6326 0.1894 0.896 0.63 0.57 HTTP_WITH_EMAIL_IN_URL
- 3.009 5.6917 0.6845 0.893 0.63 0.84 HTML_30_40
- 0.516 0.9776 0.1151 0.895 0.62 0.54 HTML_IMAGE_RATIO_10
- 0.024 0.0453 0.0053 0.895 0.62 1.64 LONG_DISTANCE
- 0.469 0.8876 0.1061 0.893 0.62 0.65 ALL_CAP_PORN
- 0.281 0.5301 0.0642 0.892 0.62 1.61 DEAR_SOMETHING
- 0.014 0.0263 0.0032 0.892 0.62 2.49 WANTS_CREDIT_CARD
- 0.074 0.1396 0.0175 0.889 0.61 0.28 HTML_IMAGE_AREA_05
- 0.316 0.5938 0.0748 0.888 0.61 0.14 WHILE_SUPPLIES
- 0.031 0.0588 0.0074 0.888 0.61 2.50 OFFSHORE_SCAM
- 0.340 0.0728 0.5714 0.113 0.61 -5.30 BAYES_10
- 0.030 0.0569 0.0074 0.885 0.60 2.40 PRIZE
- 0.082 0.1518 0.0207 0.880 0.59 2.50 MILLION_EMAIL
- 0.021 0.0386 0.0053 0.879 0.59 0.59 CASH_BONUS
- 0.236 0.4389 0.0610 0.878 0.59 1.07 EXCUSE_11
- 0.008 0.0153 0.0021 0.878 0.59 0.20 MSGID_THREESIXSIX
- 0.033 0.0606 0.0085 0.877 0.58 1.64 THE_FOLLOWING_FORM
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- 0.010 0.0178 0.0027 0.870 0.57 1.54 FREE_LEADS
- 0.057 0.1041 0.0159 0.867 0.56 2.30 ADVERT_CODE2
- 0.015 0.0269 0.0042 0.864 0.56 0.72 FROM_AND_TO_SAME
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- 0.041 0.0735 0.0122 0.858 0.54 1.54 NO_STRINGS
- 0.033 0.0600 0.0101 0.856 0.54 0.79 EXCUSE_6
- 1.658 2.9634 0.5274 0.849 0.53 0.06 EXCUSE_16
- 0.440 0.7872 0.1390 0.850 0.53 0.36 WHY_WAIT
- 0.248 0.4444 0.0785 0.850 0.53 1.48 DOMAIN_BODY
- 2.142 3.7947 0.7094 0.842 0.52 0.42 EXCUSE_1
- 0.027 0.0484 0.0090 0.843 0.52 1.61 HTML_IMAGE_AREA_07
- 0.378 0.6672 0.1273 0.840 0.51 0.00 REMOVE_IN_QUOTES
- 0.351 0.6183 0.1199 0.838 0.51 0.32 HTML_IMAGE_RATIO_12
- 0.048 0.0839 0.0164 0.836 0.50 0.41 REPLY_REMOVE_SUBJECT
- 4.557 7.9089 1.6523 0.827 0.50 0.24 MIME_QP_LONG_LINE
- 0.015 0.0263 0.0053 0.832 0.50 2.12 FIND_ANYTHING
- 0.449 0.7823 0.1592 0.831 0.49 0.27 SAVE_UP_TO
- 0.443 0.7701 0.1586 0.829 0.49 0.86 UNSUB_SCRIPT
- 0.281 0.0918 0.4446 0.171 0.49 -4.70 BAYES_20
- 0.723 1.2494 0.2658 0.825 0.48 1.05 PLING_PLING
- 0.292 0.0992 0.4590 0.178 0.48 -1.07 BAYES_30
- 2.056 3.5314 0.7773 0.820 0.48 0.69 HTML_20_30
- 0.003 0.0049 0.0011 0.822 0.48 2.90 DAILY_PL
- 1.195 2.0519 0.4531 0.819 0.47 1.27 RCVD_NUMERIC_HELO
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- 0.011 0.0184 0.0042 0.812 0.46 0.03 CBYI
- 0.008 0.0135 0.0032 0.809 0.45 0.43 EXCUSE_18
- 0.010 0.0171 0.0042 0.802 0.44 1.93 LUXURY_CAR
- 0.011 0.0190 0.0048 0.799 0.43 0.52 USER_4U2
- 0.262 0.4358 0.1114 0.796 0.43 0.49 TO_HAS_SPACES
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- 1.427 2.3549 0.6229 0.791 0.42 0.76 DATE_IN_PAST_12_24
- 0.359 0.5870 0.1618 0.784 0.41 0.93 MIME_QP_NO_CHARSET
- 0.151 0.2455 0.0690 0.781 0.40 0.06 VACATION_SCAM
- 1.070 1.7348 0.4945 0.778 0.40 0.55 SUBJ_ALL_CAPS
- 0.048 0.0765 0.0228 0.770 0.39 0.94 DRASTIC_REDUCED
- 2.050 3.2541 1.0055 0.764 0.38 0.50 MAILTO_TO_SPAM_ADDR
- 0.160 0.2540 0.0780 0.765 0.38 0.06 HTML_WIN_BLUR
- 0.261 0.4120 0.1295 0.761 0.37 1.54 DATE_MISSING
- 1.432 2.2104 0.7577 0.745 0.35 1.49 EARN_MONEY
- 0.021 0.0312 0.0122 0.719 0.31 0.68 GET_IT_NOW
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- 0.216 0.3067 0.1369 0.691 0.27 1.60 FROM_NO_LOWER
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- 0.624 0.7915 0.4797 0.623 0.19 0.14 FREE_TRIAL
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- 0.000 0.0000 0.0000 0.500 0.08 0.00 EJACULATION
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- 0.000 0.0000 0.0000 0.500 0.08 0.00 MAILTO_WITH_SUBJ
- 0.000 0.0000 0.0000 0.500 0.08 2.90 OUR_PRIVACY_POLICY
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- 0.000 0.0000 0.0000 0.500 0.08 0.00 FALLING_INTEREST
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- 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_FONTCOLOR_NAME
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- 0.000 0.0000 0.0000 0.500 0.08 0.00 RATWARE_HASH_2
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- 0.000 0.0000 0.0000 0.500 0.08 0.00 NEW_CUSTOMER
- 0.000 0.0000 0.0000 0.500 0.08 0.00 HTML_TAG_BALANCE_FONT
- 0.000 0.0000 0.0000 0.500 0.08 0.00 TO_RECIP_MARKER
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+ 1.346 2.3095 0.4307 0.843 0.32 1.29 UNDISC_RECIPS
+ 0.364 0.6208 0.1204 0.838 0.32 1.16 NO_OBLIGATION
+ 0.003 0.0004 0.0061 0.062 0.32 0.00 WE_HATE_SPAM2
+ 0.151 0.2481 0.0581 0.810 0.31 0.48 OPTING_OUT_CAPS
+ 5.458 7.3563 3.6540 0.668 0.31 0.52 FROM_ENDS_IN_NUMS
+ 8.309 7.3567 9.2148 0.444 0.31 0.34 NO_REAL_NAME
+ 0.039 0.0543 0.0235 0.698 0.31 0.00 RICH
+ 0.133 0.2121 0.0573 0.787 0.30 0.00 ALL_CAP_FOR_ADULTS
+ 0.960 1.5976 0.3543 0.818 0.30 1.15 DATE_IN_FUTURE_06_12
+ 0.090 0.1366 0.0456 0.750 0.30 0.01 EXCUSE_11
+ 0.062 0.0903 0.0361 0.714 0.30 0.00 HTML_TITLE_EXTRA
+ 1.597 2.5276 0.7113 0.780 0.29 0.04 UPPERCASE_25_50
+ 0.075 0.1099 0.0425 0.721 0.29 0.08 FULL_REFUND
+ 0.309 0.5090 0.1189 0.811 0.29 0.01 EXCUSE_7
+ 2.277 3.6242 0.9969 0.784 0.29 0.03 URI_REDIRECTOR
+ 0.387 0.6248 0.1610 0.795 0.29 0.00 LOTS_OF_STUFF
+ 0.105 0.1594 0.0539 0.747 0.29 0.02 EXCUSE_19
+ 0.677 1.0635 0.3091 0.775 0.29 0.00 HTML_EVENT
+ 0.019 0.0204 0.0182 0.528 0.29 0.01 DIRECT_EMAIL
+ 0.028 0.0336 0.0228 0.596 0.28 0.00 X_ESMTP
+ 0.688 1.0682 0.3262 0.766 0.28 0.00 HTML_JAVASCRIPT
+ 0.264 0.4207 0.1158 0.784 0.28 0.01 EARN_MONEY
+ 0.014 0.0116 0.0163 0.415 0.27 0.00 FROM_AND_TO_SAME
+ 0.518 0.8106 0.2404 0.771 0.27 0.01 HTML_IMAGE_RATIO_08
+ 0.441 0.7047 0.1907 0.787 0.27 0.34 NO_COST
+ 1.920 2.8927 0.9954 0.744 0.27 0.00 MAILTO_WITH_SUBJ
+ 0.938 1.4961 0.4083 0.786 0.27 0.06 US_DOLLARS_2
+ 0.687 1.0595 0.3331 0.761 0.27 0.03 LINES_OF_YELLING_3
+ 0.067 0.0895 0.0456 0.663 0.27 0.00 YOU_WON
+ 0.168 0.2537 0.0858 0.747 0.26 0.00 WHILE_SUPPLIES
+ 0.475 0.7395 0.2245 0.767 0.26 0.04 FREE_TRIAL
+ 1.382 2.0538 0.7432 0.734 0.26 0.03 LINES_OF_YELLING_2
+ 0.793 1.2077 0.3980 0.752 0.25 0.02 FROM_HAS_MIXED_NUMS
+ 0.065 0.0791 0.0517 0.605 0.24 0.11 NO_PURCHASE
+ 0.103 0.1390 0.0691 0.668 0.24 0.33 WORK_AT_HOME
+ 0.417 0.6120 0.2321 0.725 0.23 0.23 WEIRD_PORT
+ 0.426 0.6216 0.2404 0.721 0.23 0.91 PLING_QUERY
+ 0.681 1.0055 0.3722 0.730 0.23 0.09 MISSING_HEADERS
+ 0.383 0.2225 0.5347 0.294 0.23 -0.93 BAYES_05
+ 0.659 0.9660 0.3676 0.724 0.22 0.57 DATE_IN_PAST_12_24
+ 0.123 0.1598 0.0877 0.646 0.21 0.00 CASHCASHCASH
+ 0.041 0.0372 0.0444 0.455 0.20 0.00 JAVASCRIPT_URI
+ 0.546 0.7475 0.3540 0.679 0.20 0.21 PLING_PLING
+ 0.017 0.0056 0.0273 0.170 0.20 0.00 MIME_BOUND_DASH_DIGIT
+ 0.270 0.3404 0.2028 0.627 0.19 0.00 HTML_IMAGE_RATIO_12
+ 1.735 1.5712 1.8902 0.454 0.18 0.11 MAILTO_TO_SPAM_ADDR
+ 0.078 0.0779 0.0775 0.501 0.18 0.00 EXCUSE_15
+ 0.304 0.3783 0.2332 0.619 0.17 0.00 HTML_IMAGE_RATIO_10
+ 0.272 0.3360 0.2119 0.613 0.17 0.03 OPTING_OUT
+ 0.476 0.3703 0.5769 0.391 0.17 -0.73 BAYES_10
+ 0.909 1.0427 0.7824 0.571 0.17 0.13 TO_ADDRESS_EQ_REAL
+ 0.475 0.5968 0.3600 0.624 0.16 0.00 FOR_FREE
+ 0.033 0.0156 0.0505 0.236 0.15 0.00 NO_EXPERIENCE
+ 0.180 0.1962 0.1637 0.545 0.15 0.00 HTML_IMAGE_RATIO_14
+ 0.753 0.7219 0.7824 0.480 0.12 0.07 EXCUSE_1
+ 0.255 0.2465 0.2636 0.483 0.11 0.13 DATE_IN_PAST_24_48
+ 0.547 0.5921 0.5047 0.540 0.10 -0.28 BAYES_25
+ 0.114 0.0807 0.1462 0.356 0.10 0.22 DATE_IN_PAST_48_96
+ 0.072 0.0423 0.1006 0.296 0.10 0.00 MIME_QP_DEFICIENT
+ 0.233 0.2009 0.2636 0.433 0.09 0.08 FROM_HAS_ULINE_NUMS
+ 0.429 0.3963 0.4592 0.463 0.08 0.00 NO_FEE
+ 0.370 0.3120 0.4254 0.423 0.07 0.01 BANG_MONEY
+ 0.339 0.2645 0.4106 0.392 0.05 0.16 TO_EMPTY
+ 0.058 0.0028 0.1101 0.025 0.01 0.00 MIME_BOUND_DIGITS_4
+ 0.104 0.0276 0.1762 0.135 0.00 0.00 MIME_QP_NO_CHARSET
Rule file versions for which these results apply:
-(SpamAssassin Version string: 2.60)
+(SpamAssassin Version string: 3.000000-pre4-cvs)
--rw-r--r-- 1 tvd wheel 7140 Jun 24 22:44 10_misc.cf
--rw-r--r-- 1 tvd wheel 1365 Apr 23 10:28 20_anti_ratware.cf
--rw-r--r-- 1 tvd wheel 10517 Jun 12 18:01 20_body_tests.cf
--rw-r--r-- 1 tvd wheel 1160 Jun 2 12:19 20_compensate.cf
--rw-r--r-- 1 tvd wheel 11475 Jun 28 17:17 20_dnsbl_tests.cf
--rw-r--r-- 1 tvd wheel 4037 Jun 16 10:38 20_fake_helo_tests.cf
--rw-r--r-- 1 tvd wheel 37199 Jun 21 22:21 20_head_tests.cf
--rw-r--r-- 1 tvd wheel 13260 Jul 3 13:25 20_html_tests.cf
--rw-r--r-- 1 tvd wheel 11454 Jun 13 19:47 20_meta_tests.cf
--rw-r--r-- 1 tvd wheel 44883 Jun 13 20:48 20_phrases.cf
--rw-r--r-- 1 tvd wheel 5608 Jun 12 18:01 20_porn.cf
--rw-r--r-- 1 tvd wheel 11959 Jun 18 14:04 20_ratware.cf
--rwxr-xr-x 1 tvd wheel 6577 Jun 18 20:43 20_uri_tests.cf
--rw-r--r-- 1 tvd wheel 2983 Jun 12 18:01 23_bayes.cf
--rw-r--r-- 1 tvd wheel 8954 Mar 7 13:49 25_body_tests_es.cf
--rw-r--r-- 1 tvd wheel 10974 Mar 7 13:49 25_body_tests_pl.cf
--rw-r--r-- 1 tvd wheel 1102 Mar 7 13:49 25_head_tests_es.cf
--rw-r--r-- 1 tvd wheel 971 Mar 7 13:49 25_head_tests_pl.cf
--rw-r--r-- 1 tvd wheel 71197 Jul 5 21:31 30_text_de.cf
--rw-r--r-- 1 tvd wheel 6210 Jun 13 18:12 30_text_es.cf
--rw-r--r-- 1 tvd wheel 75383 Jun 21 22:21 30_text_fr.cf
--rw-r--r-- 1 tvd wheel 20898 Jun 13 18:12 30_text_it.cf
--rw-r--r-- 1 tvd wheel 5389 May 26 16:25 30_text_pl.cf
--rw-r--r-- 1 tvd wheel 67134 Jun 21 22:21 30_text_sk.cf
--rw-r--r-- 1 tvd wheel 40442 Aug 18 10:21 50_scores.cf
--rw-r--r-- 1 tvd wheel 4582 Jun 10 18:52 60_whitelist.cf
--rw-r--r-- 1 tvd wheel 47611 Jun 26 18:58 70_broken_rules.cf
--rw-r--r-- 1 tvd wheel 1841 Jul 1 06:44 70_cvs_rules_under_test.cf
--rw-r--r-- 1 tvd wheel 302 Jun 8 21:28 local.cf
--rw-r--r-- 1 tvd wheel 4841 Mar 30 00:08 regression_tests.cf
+-rw-r--r-- 1 stern stern 6002 Jun 29 10:02 10_misc.cf
+-rw-r--r-- 1 stern stern 1602 Jun 29 10:02 20_anti_ratware.cf
+-rw-r--r-- 1 stern stern 9654 Jun 29 10:02 20_body_tests.cf
+-rw-r--r-- 1 stern stern 1613 Jun 29 10:02 20_compensate.cf
+-rw-r--r-- 1 stern stern 11769 Aug 5 00:48 20_dnsbl_tests.cf
+-rw-r--r-- 1 stern stern 17307 Jul 26 09:52 20_drugs.cf
+-rw-r--r-- 1 stern stern 11617 Jun 29 10:02 20_fake_helo_tests.cf
+-rw-r--r-- 1 stern stern 36642 Aug 3 14:04 20_head_tests.cf
+-rw-r--r-- 1 stern stern 17714 Jun 29 10:02 20_html_tests.cf
+-rw-r--r-- 1 stern stern 11818 Aug 3 14:04 20_meta_tests.cf
+-rw-r--r-- 1 stern stern 30422 Jun 29 10:02 20_phrases.cf
+-rw-r--r-- 1 stern stern 5864 Jun 29 10:02 20_porn.cf
+-rw-r--r-- 1 stern stern 15704 Jul 12 11:53 20_ratware.cf
+-rw-r--r-- 1 stern stern 5962 Jun 29 10:02 20_uri_tests.cf
+-rw-r--r-- 1 stern stern 2334 Jun 29 10:02 23_bayes.cf
+-rw-r--r-- 1 stern stern 9114 Jun 29 10:02 25_body_tests_es.cf
+-rw-r--r-- 1 stern stern 2735 Jun 29 10:02 25_hashcash.cf
+-rw-r--r-- 1 stern stern 2301 Jun 29 10:02 25_spf.cf
+-rw-r--r-- 1 stern stern 2615 Jun 29 10:02 25_uribl.cf
+-rw-r--r-- 1 stern stern 66596 Jul 26 09:52 30_text_de.cf
+-rw-r--r-- 1 stern stern 54889 Aug 5 00:48 30_text_fr.cf
+-rw-r--r-- 1 stern stern 73303 Jun 29 10:02 30_text_nl.cf
+-rw-r--r-- 1 stern stern 47133 Jun 29 10:02 30_text_pl.cf
+-rw-r--r-- 1 stern stern 35839 Aug 5 10:26 50_scores.cf
+-rw-r--r-- 1 stern stern 6884 Jun 29 10:02 60_whitelist.cf
+-rw-r--r-- 1 stern stern 47157 Jun 29 10:02 70_broken_rules.cf
+-rw-r--r-- 1 stern stern 12926 Jul 26 09:52 70_testing.cf
+-rw-r--r-- 1 stern stern 342 Jun 29 10:02 local.cf
+-rw-r--r-- 1 stern stern 3696 Jun 29 10:02 regression_tests.cf
Modified: spamassassin/trunk/rules/STATISTICS-set3.txt
==============================================================================
--- spamassassin/trunk/rules/STATISTICS-set3.txt (original)
+++ spamassassin/trunk/rules/STATISTICS-set3.txt Mon Aug 9 15:27:18 2004
@@ -3,1054 +3,991 @@
Classification success on test corpora, at default threshold:
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 15550 46.59% (99.90% of non-spam corpus)
-# Correctly spam: 17648 52.87% (99.08% of spam corpus)
-# False positives: 15 0.04% (0.10% of nonspam, 1133 weighted)
-# False negatives: 164 0.49% (0.92% of spam, 437 weighted)
-# TCR: 74.527197 SpamRecall: 99.079% SpamPrec: 99.915% FP: 0.04% FN: 0.49%
+# Correctly non-spam: 29443 99.97%
+# Correctly spam: 27220 97.53%
+# False positives: 9 0.03%
+# False negatives: 688 2.47%
+# TCR(l=50): 24.523726 SpamRecall: 97.535% SpamPrec: 99.967%
Results on test corpora at various alternative thresholds:
# SUMMARY for threshold -4.0:
-# Correctly non-spam: 13393 40.13% (86.05% of non-spam corpus)
-# Correctly spam: 17810 53.36% (99.99% of spam corpus)
-# False positives: 2172 6.51% (13.95% of nonspam, -47156 weighted)
-# False negatives: 2 0.01% (0.01% of spam, -9 weighted)
-# TCR: 1.639845 SpamRecall: 99.989% SpamPrec: 89.130% FP: 6.51% FN: 0.01%
+# Correctly non-spam: 1261 4.28%
+# Correctly spam: 27906 99.99%
+# False positives: 28191 95.72%
+# False negatives: 2 0.01%
+# TCR(l=50): 0.019799 SpamRecall: 99.993% SpamPrec: 49.746%
# SUMMARY for threshold -3.0:
-# Correctly non-spam: 14336 42.95% (92.10% of non-spam corpus)
-# Correctly spam: 17809 53.36% (99.98% of spam corpus)
-# False positives: 1229 3.68% (7.90% of nonspam, -8163 weighted)
-# False negatives: 3 0.01% (0.02% of spam, -13 weighted)
-# TCR: 2.897202 SpamRecall: 99.983% SpamPrec: 93.544% FP: 3.68% FN: 0.01%
+# Correctly non-spam: 1302 4.42%
+# Correctly spam: 27906 99.99%
+# False positives: 28150 95.58%
+# False negatives: 2 0.01%
+# TCR(l=50): 0.019828 SpamRecall: 99.993% SpamPrec: 49.782%
# SUMMARY for threshold -2.0:
-# Correctly non-spam: 14724 44.11% (94.60% of non-spam corpus)
-# Correctly spam: 17807 53.35% (99.97% of spam corpus)
-# False positives: 841 2.52% (5.40% of nonspam, 3041 weighted)
-# False negatives: 5 0.01% (0.03% of spam, -17 weighted)
-# TCR: 4.230879 SpamRecall: 99.972% SpamPrec: 95.490% FP: 2.52% FN: 0.01%
+# Correctly non-spam: 23020 78.16%
+# Correctly spam: 27899 99.97%
+# False positives: 6432 21.84%
+# False negatives: 9 0.03%
+# TCR(l=50): 0.086776 SpamRecall: 99.968% SpamPrec: 81.265%
# SUMMARY for threshold -1.0:
-# Correctly non-spam: 14946 44.78% (96.02% of non-spam corpus)
-# Correctly spam: 17800 53.33% (99.93% of spam corpus)
-# False positives: 619 1.85% (3.98% of nonspam, 6639 weighted)
-# False negatives: 12 0.04% (0.07% of spam, -27 weighted)
-# TCR: 5.732861 SpamRecall: 99.933% SpamPrec: 96.639% FP: 1.85% FN: 0.04%
+# Correctly non-spam: 25284 85.85%
+# Correctly spam: 27892 99.94%
+# False positives: 4168 14.15%
+# False negatives: 16 0.06%
+# TCR(l=50): 0.133905 SpamRecall: 99.943% SpamPrec: 86.999%
# SUMMARY for threshold 0.0:
-# Correctly non-spam: 15105 45.26% (97.04% of non-spam corpus)
-# Correctly spam: 17796 53.32% (99.91% of spam corpus)
-# False positives: 460 1.38% (2.96% of nonspam, 7686 weighted)
-# False negatives: 16 0.05% (0.09% of spam, -28 weighted)
-# TCR: 7.690846 SpamRecall: 99.910% SpamPrec: 97.480% FP: 1.38% FN: 0.05%
+# Correctly non-spam: 26235 89.08%
+# Correctly spam: 27888 99.93%
+# False positives: 3217 10.92%
+# False negatives: 20 0.07%
+# TCR(l=50): 0.173482 SpamRecall: 99.928% SpamPrec: 89.658%
# SUMMARY for threshold 1.0:
-# Correctly non-spam: 15348 45.98% (98.61% of non-spam corpus)
-# Correctly spam: 17786 53.29% (99.85% of spam corpus)
-# False positives: 217 0.65% (1.39% of nonspam, 6787 weighted)
-# False negatives: 26 0.08% (0.15% of spam, -25 weighted)
-# TCR: 16.032403 SpamRecall: 99.854% SpamPrec: 98.795% FP: 0.65% FN: 0.08%
+# Correctly non-spam: 29042 98.61%
+# Correctly spam: 27787 99.57%
+# False positives: 410 1.39%
+# False negatives: 121 0.43%
+# TCR(l=50): 1.353378 SpamRecall: 99.566% SpamPrec: 98.546%
# SUMMARY for threshold 2.0:
-# Correctly non-spam: 15444 46.27% (99.22% of non-spam corpus)
-# Correctly spam: 17764 53.22% (99.73% of spam corpus)
-# False positives: 121 0.36% (0.78% of nonspam, 5130 weighted)
-# False negatives: 48 0.14% (0.27% of spam, 8 weighted)
-# TCR: 27.277182 SpamRecall: 99.731% SpamPrec: 99.323% FP: 0.36% FN: 0.14%
+# Correctly non-spam: 29277 99.41%
+# Correctly spam: 27696 99.24%
+# False positives: 175 0.59%
+# False negatives: 212 0.76%
+# TCR(l=50): 3.114037 SpamRecall: 99.240% SpamPrec: 99.372%
# SUMMARY for threshold 3.0:
-# Correctly non-spam: 15494 46.42% (99.54% of non-spam corpus)
-# Correctly spam: 17739 53.15% (99.59% of spam corpus)
-# False positives: 71 0.21% (0.46% of nonspam, 3654 weighted)
-# False negatives: 73 0.22% (0.41% of spam, 70 weighted)
-# TCR: 41.616822 SpamRecall: 99.590% SpamPrec: 99.601% FP: 0.21% FN: 0.22%
+# Correctly non-spam: 29372 99.73%
+# Correctly spam: 27612 98.94%
+# False positives: 80 0.27%
+# False negatives: 296 1.06%
+# TCR(l=50): 6.496276 SpamRecall: 98.939% SpamPrec: 99.711%
# SUMMARY for threshold 4.0:
-# Correctly non-spam: 15529 46.53% (99.77% of non-spam corpus)
-# Correctly spam: 17697 53.02% (99.35% of spam corpus)
-# False positives: 36 0.11% (0.23% of nonspam, 2250 weighted)
-# False negatives: 115 0.34% (0.65% of spam, 217 weighted)
-# TCR: 60.379661 SpamRecall: 99.354% SpamPrec: 99.797% FP: 0.11% FN: 0.34%
+# Correctly non-spam: 29420 99.89%
+# Correctly spam: 27432 98.29%
+# False positives: 32 0.11%
+# False negatives: 476 1.71%
+# TCR(l=50): 13.443160 SpamRecall: 98.294% SpamPrec: 99.883%
# SUMMARY for threshold 4.5:
-# Correctly non-spam: 15536 46.55% (99.81% of non-spam corpus)
-# Correctly spam: 17673 52.95% (99.22% of spam corpus)
-# False positives: 29 0.09% (0.19% of nonspam, 1909 weighted)
-# False negatives: 139 0.42% (0.78% of spam, 319 weighted)
-# TCR: 62.718310 SpamRecall: 99.220% SpamPrec: 99.836% FP: 0.09% FN: 0.42%
+# Correctly non-spam: 29437 99.95%
+# Correctly spam: 27352 98.01%
+# False positives: 15 0.05%
+# False negatives: 556 1.99%
+# TCR(l=50): 21.369066 SpamRecall: 98.008% SpamPrec: 99.945%
# SUMMARY for threshold 5.5:
-# Correctly non-spam: 15551 46.59% (99.91% of non-spam corpus)
-# Correctly spam: 17618 52.78% (98.91% of spam corpus)
-# False positives: 14 0.04% (0.09% of nonspam, 1076 weighted)
-# False negatives: 194 0.58% (1.09% of spam, 595 weighted)
-# TCR: 67.469697 SpamRecall: 98.911% SpamPrec: 99.921% FP: 0.04% FN: 0.58%
+# Correctly non-spam: 29444 99.97%
+# Correctly spam: 27092 97.08%
+# False positives: 8 0.03%
+# False negatives: 816 2.92%
+# TCR(l=50): 22.950658 SpamRecall: 97.076% SpamPrec: 99.970%
# SUMMARY for threshold 6.0:
-# Correctly non-spam: 15556 46.61% (99.94% of non-spam corpus)
-# Correctly spam: 17579 52.67% (98.69% of spam corpus)
-# False positives: 9 0.03% (0.06% of nonspam, 743 weighted)
-# False negatives: 233 0.70% (1.31% of spam, 819 weighted)
-# TCR: 64.071942 SpamRecall: 98.692% SpamPrec: 99.949% FP: 0.03% FN: 0.70%
+# Correctly non-spam: 29447 99.98%
+# Correctly spam: 26931 96.50%
+# False positives: 5 0.02%
+# False negatives: 977 3.50%
+# TCR(l=50): 22.744906 SpamRecall: 96.499% SpamPrec: 99.981%
# SUMMARY for threshold 6.5:
-# Correctly non-spam: 15560 46.62% (99.97% of non-spam corpus)
-# Correctly spam: 17522 52.50% (98.37% of spam corpus)
-# False positives: 5 0.01% (0.03% of nonspam, 452 weighted)
-# False negatives: 290 0.87% (1.63% of spam, 1175 weighted)
-# TCR: 56.546032 SpamRecall: 98.372% SpamPrec: 99.971% FP: 0.01% FN: 0.87%
+# Correctly non-spam: 29449 99.99%
+# Correctly spam: 26751 95.85%
+# False positives: 3 0.01%
+# False negatives: 1157 4.15%
+# TCR(l=50): 21.352716 SpamRecall: 95.854% SpamPrec: 99.989%
# SUMMARY for threshold 7.0:
-# Correctly non-spam: 15560 46.62% (99.97% of non-spam corpus)
-# Correctly spam: 17478 52.37% (98.12% of spam corpus)
-# False positives: 5 0.01% (0.03% of nonspam, 452 weighted)
-# False negatives: 334 1.00% (1.88% of spam, 1472 weighted)
-# TCR: 49.615599 SpamRecall: 98.125% SpamPrec: 99.971% FP: 0.01% FN: 1.00%
+# Correctly non-spam: 29451 100.00%
+# Correctly spam: 26514 95.01%
+# False positives: 1 0.00%
+# False negatives: 1394 4.99%
+# TCR(l=50): 19.326870 SpamRecall: 95.005% SpamPrec: 99.996%
# SUMMARY for threshold 8.0:
-# Correctly non-spam: 15563 46.63% (99.99% of non-spam corpus)
-# Correctly spam: 17363 52.02% (97.48% of spam corpus)
-# False positives: 2 0.01% (0.01% of nonspam, 194 weighted)
-# False negatives: 449 1.35% (2.52% of spam, 2338 weighted)
-# TCR: 38.806100 SpamRecall: 97.479% SpamPrec: 99.988% FP: 0.01% FN: 1.35%
+# Correctly non-spam: 29452 100.00%
+# Correctly spam: 26031 93.27%
+# False positives: 0 0.00%
+# False negatives: 1877 6.73%
+# TCR(l=50): 14.868407 SpamRecall: 93.274% SpamPrec: 100.000%
# SUMMARY for threshold 9.0:
-# Correctly non-spam: 15565 46.63% (100.00% of non-spam corpus)
-# Correctly spam: 17221 51.60% (96.68% of spam corpus)
-# False positives: 0 0.00% (0.00% of nonspam, 0 weighted)
-# False negatives: 591 1.77% (3.32% of spam, 3544 weighted)
-# TCR: 30.138748 SpamRecall: 96.682% SpamPrec: 100.000% FP: 0.00% FN: 1.77%
+# Correctly non-spam: 29452 100.00%
+# Correctly spam: 25486 91.32%
+# False positives: 0 0.00%
+# False negatives: 2422 8.68%
+# TCR(l=50): 11.522709 SpamRecall: 91.321% SpamPrec: 100.000%
# SUMMARY for threshold 10.0:
-# Correctly non-spam: 15565 46.63% (100.00% of non-spam corpus)
-# Correctly spam: 17076 51.16% (95.87% of spam corpus)
-# False positives: 0 0.00% (0.00% of nonspam, 0 weighted)
-# False negatives: 736 2.21% (4.13% of spam, 4924 weighted)
-# TCR: 24.201087 SpamRecall: 95.868% SpamPrec: 100.000% FP: 0.00% FN: 2.21%
+# Correctly non-spam: 29452 100.00%
+# Correctly spam: 24850 89.04%
+# False positives: 0 0.00%
+# False negatives: 3058 10.96%
+# TCR(l=50): 9.126226 SpamRecall: 89.043% SpamPrec: 100.000%
# SUMMARY for threshold 12.0:
-# Correctly non-spam: 15565 46.63% (100.00% of non-spam corpus)
-# Correctly spam: 16540 49.56% (92.86% of spam corpus)
-# False positives: 0 0.00% (0.00% of nonspam, 0 weighted)
-# False negatives: 1272 3.81% (7.14% of spam, 10870 weighted)
-# TCR: 14.003145 SpamRecall: 92.859% SpamPrec: 100.000% FP: 0.00% FN: 3.81%
+# Correctly non-spam: 29452 100.00%
+# Correctly spam: 23527 84.30%
+# False positives: 0 0.00%
+# False negatives: 4381 15.70%
+# TCR(l=50): 6.370235 SpamRecall: 84.302% SpamPrec: 100.000%
# SUMMARY for threshold 15.0:
-# Correctly non-spam: 15565 46.63% (100.00% of non-spam corpus)
-# Correctly spam: 15252 45.70% (85.63% of spam corpus)
-# False positives: 0 0.00% (0.00% of nonspam, 0 weighted)
-# False negatives: 2560 7.67% (14.37% of spam, 28423 weighted)
-# TCR: 6.957813 SpamRecall: 85.628% SpamPrec: 100.000% FP: 0.00% FN: 7.67%
+# Correctly non-spam: 29452 100.00%
+# Correctly spam: 21213 76.01%
+# False positives: 0 0.00%
+# False negatives: 6695 23.99%
+# TCR(l=50): 4.168484 SpamRecall: 76.010% SpamPrec: 100.000%
# SUMMARY for threshold 17.0:
-# Correctly non-spam: 15565 46.63% (100.00% of non-spam corpus)
-# Correctly spam: 14208 42.57% (79.77% of spam corpus)
-# False positives: 0 0.00% (0.00% of nonspam, 0 weighted)
-# False negatives: 3604 10.80% (20.23% of spam, 45163 weighted)
-# TCR: 4.942286 SpamRecall: 79.766% SpamPrec: 100.000% FP: 0.00% FN: 10.80%
+# Correctly non-spam: 29452 100.00%
+# Correctly spam: 19623 70.31%
+# False positives: 0 0.00%
+# False negatives: 8285 29.69%
+# TCR(l=50): 3.368497 SpamRecall: 70.313% SpamPrec: 100.000%
# SUMMARY for threshold 20.0:
-# Correctly non-spam: 15565 46.63% (100.00% of non-spam corpus)
-# Correctly spam: 12566 37.65% (70.55% of spam corpus)
-# False positives: 0 0.00% (0.00% of nonspam, 0 weighted)
-# False negatives: 5246 15.72% (29.45% of spam, 75495 weighted)
-# TCR: 3.395349 SpamRecall: 70.548% SpamPrec: 100.000% FP: 0.00% FN: 15.72%
+# Correctly non-spam: 29452 100.00%
+# Correctly spam: 17301 61.99%
+# False positives: 0 0.00%
+# False negatives: 10607 38.01%
+# TCR(l=50): 2.631093 SpamRecall: 61.993% SpamPrec: 100.000%
-Test hit frequencies, for spam and nonspam corpora:
+Test hit frequencies, for spam and ham 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% HAM% S/O RANK SCORE NAME
- 300403 160316 140087 0.534 0.00 0.00 (all messages)
-100.000 53.3670 46.6330 0.534 0.00 0.00 (all messages as %)
- 44.741 0.0861 95.8440 0.001 1.00 -5.20 BAYES_00
- 48.689 91.2161 0.0200 1.000 1.00 3.01 BAYES_99
- 37.316 69.7554 0.1913 0.997 0.96 0.89 RAZOR2_CF_RANGE_51_100
- 41.008 76.3411 0.5718 0.993 0.96 0.67 RAZOR2_CHECK
- 30.016 55.9401 0.3476 0.994 0.93 0.95 RCVD_IN_DSBL
- 23.700 44.2183 0.2199 0.995 0.92 0.95 RCVD_IN_SORBS_HTTP
- 39.130 72.0858 1.4163 0.981 0.92 0.67 MIME_HTML_ONLY
- 16.164 30.2877 0.0007 1.000 0.91 4.50 DATE_SPAMWARE_Y2K
- 16.413 30.7405 0.0164 0.999 0.91 1.10 MIME_HTML_ONLY_MULTI
- 20.627 38.4397 0.2420 0.994 0.91 0.95 RCVD_IN_NJABL_PROXY
- 18.256 34.0241 0.2120 0.994 0.90 0.43 RCVD_IN_SORBS_MISC
- 11.956 22.3852 0.0214 0.999 0.90 2.95 FORGED_MUA_OUTLOOK
- 10.999 20.5956 0.0164 0.999 0.90 1.10 FORGED_OUTLOOK_HTML
- 10.858 20.3336 0.0136 0.999 0.90 0.99 DCC_CHECK
- 18.361 34.1594 0.2805 0.992 0.90 0.61 MISSING_MIMEOLE
- 10.199 19.0973 0.0157 0.999 0.90 1.10 FORGED_OUTLOOK_TAGS
- 6.938 12.9968 0.0050 1.000 0.89 4.40 OBFUSCATING_COMMENT
- 6.941 12.9937 0.0136 0.999 0.89 3.70 RCVD_IN_OPM
- 23.722 43.7904 0.7552 0.983 0.89 1.06 MIME_HTML_NO_CHARSET
- 7.962 14.8868 0.0378 0.997 0.89 3.67 MSGID_FROM_MTA_SHORT
- 5.790 10.8398 0.0114 0.999 0.89 3.70 RCVD_IN_OPM_HTTP
- 5.856 10.9621 0.0128 0.999 0.89 2.75 HTML_IMAGE_ONLY_02
- 4.350 8.1495 0.0014 1.000 0.88 4.40 MSGID_OUTLOOK_INVALID
- 5.770 10.7893 0.0250 0.998 0.88 2.87 USERPASS
- 4.124 7.7229 0.0064 0.999 0.88 3.70 RCVD_IN_OPM_HTTP_POST
- 2.348 4.3988 0.0000 1.000 0.88 4.30 RATWARE_OE_PI
- 2.753 5.1554 0.0029 0.999 0.88 3.70 RCVD_IN_OPM_SOCKS
- 2.055 3.8505 0.0007 1.000 0.88 1.11 FROM_NUM_AT_WEBMAIL
- 1.735 3.2517 0.0000 1.000 0.88 4.40 MSGID_SPAM_ZEROES
- 3.462 6.4785 0.0107 0.998 0.88 1.12 MIME_HEADER_CTYPE_ONLY
- 1.907 3.5736 0.0007 1.000 0.88 4.40 EMAIL_ROT13
- 9.589 17.8497 0.1349 0.992 0.88 0.94 HTML_FONT_INVISIBLE
- 2.203 4.1250 0.0029 0.999 0.88 3.42 IMPOTENCE
- 2.494 4.6695 0.0050 0.999 0.88 1.10 MONEY_BACK
- 9.521 17.7206 0.1378 0.992 0.88 1.05 REMOVE_PAGE
- 1.276 2.3915 0.0000 1.000 0.88 4.30 MSGID_SPAM_99X9XX99
- 1.258 2.3578 0.0000 1.000 0.88 4.30 FORGED_THEBAT_HTML
- 1.215 2.2768 0.0000 1.000 0.88 4.30 FORGED_IMS_HTML
- 1.211 2.2699 0.0000 1.000 0.88 4.10 RATWARE_EGROUPS
- 4.809 8.9841 0.0307 0.997 0.88 1.11 HTML_MIME_NO_HTML_TAG
- 1.128 2.1133 0.0000 1.000 0.88 4.30 FORGED_MUA_THEBAT_BOUN
- 1.123 2.1040 0.0000 1.000 0.88 4.30 HEAD_ILLEGAL_CHARS
- 1.204 0.0006 2.5805 0.000 0.88 -4.30 HABEAS_SWE
- 1.000 1.8738 0.0000 1.000 0.88 4.30 YAHOO_REDIR
- 0.978 1.8320 0.0000 1.000 0.88 1.10 RATWARE_HASH_DASH
- 5.191 9.6927 0.0385 0.996 0.88 1.10 MIME_BASE64_TEXT
- 4.384 8.1926 0.0264 0.997 0.88 1.90 HTML_IMAGE_ONLY_04
- 0.874 1.6380 0.0000 1.000 0.88 4.30 FORGED_IMS_TAGS
- 1.401 2.6236 0.0014 0.999 0.88 4.30 FORGED_MUA_AOL_FROM
- 0.798 1.4958 0.0000 1.000 0.88 4.30 RCVD_AM_PM
- 0.696 1.3049 0.0000 1.000 0.88 4.30 WRINKLES
- 1.666 3.1195 0.0029 0.999 0.88 1.10 ONLINE_PHARMACY
- 0.663 1.2432 0.0000 1.000 0.88 4.30 FROM_OFFERS
- 1.037 1.9418 0.0007 1.000 0.88 4.30 GENERIC_VIAGRA
- 0.615 1.1521 0.0000 1.000 0.88 4.30 FORGED_AOL_RCVD
- 1.416 2.6510 0.0021 0.999 0.88 2.09 FORGED_MUA_OIMO
- 2.170 4.0601 0.0064 0.998 0.88 4.11 FAKE_HELO_MAIL_COM
- 0.428 0.8022 0.0000 1.000 0.87 0.70 SENT_IN_COMPLIANCE
- 0.425 0.7972 0.0000 1.000 0.87 4.30 WITH_LC_SMTP
- 0.855 1.6012 0.0007 1.000 0.87 4.30 FROM_ILLEGAL_CHARS
- 0.373 0.6986 0.0000 1.000 0.87 2.90 NEVER_ANOTHER
- 0.367 0.6880 0.0000 1.000 0.87 3.70 RCVD_IN_OPM_WINGATE
- 0.366 0.6849 0.0000 1.000 0.87 2.90 COMPETE
- 0.351 0.6575 0.0000 1.000 0.87 2.90 NO_CREDIT_CHECK
- 3.668 6.8552 0.0214 0.997 0.87 1.59 FRONTPAGE
- 0.333 0.6238 0.0000 1.000 0.87 2.90 FORGED_RCVD_FROM_NUM
- 0.328 0.6144 0.0000 1.000 0.87 2.80 RATWARE_STORM_URI
- 0.327 0.6132 0.0000 1.000 0.87 2.90 RATWARE_JPFREE
- 0.317 0.5945 0.0000 1.000 0.87 2.90 MIME_BOUND_MANY_HEX
- 0.311 0.5832 0.0000 1.000 0.87 2.90 FORGED_YAHOO_RCVD_SMTP
- 0.308 0.5764 0.0000 1.000 0.87 2.90 REMOVE_POSTAL
- 0.810 1.5164 0.0007 1.000 0.87 4.30 CONFIRMED_FORGED
- 0.299 0.5608 0.0000 1.000 0.87 2.90 OBSCURED_EMAIL
- 0.291 0.5452 0.0000 1.000 0.87 3.66 KOREAN_UCE_SUBJECT
- 2.853 5.3345 0.0128 0.998 0.87 1.10 HTTP_ESCAPED_HOST
- 0.267 0.4996 0.0000 1.000 0.87 2.90 ORDER_REPORT
- 0.265 0.4959 0.0000 1.000 0.87 2.90 COPY_ACCURATELY
- 0.259 0.4853 0.0000 1.000 0.87 2.90 MULTI_FORGED
- 0.257 0.4809 0.0000 1.000 0.87 2.90 FREE_QUOTE_INSTANT
- 0.246 0.4616 0.0000 1.000 0.87 2.90 X_LIST_UNSUBSCRIBE
- 1.233 2.3092 0.0021 0.999 0.87 4.30 CONSOLIDATE_DEBT
- 0.238 0.4466 0.0000 1.000 0.87 2.80 FAKE_HELO_EXCITE
- 0.759 1.4209 0.0007 0.999 0.87 3.60 LOSEBODYFAT
- 0.201 0.3774 0.0000 1.000 0.87 2.90 USERNAME_IN_SUBJECT
- 0.193 0.3618 0.0000 1.000 0.87 2.90 URI_BANNEDCD
- 0.166 0.3113 0.0000 1.000 0.87 2.90 FAKED_UNDISC_RECIPS
- 0.163 0.3063 0.0000 1.000 0.87 2.90 RATWARE_EXISCAN_FORGED
- 0.150 0.2819 0.0000 1.000 0.87 2.90 X_ORIG_HOST
- 0.147 0.2751 0.0000 1.000 0.87 2.90 RATWARE_OE_MALFORMED
- 0.144 0.2707 0.0000 1.000 0.87 2.90 RATWARE_BAD_REFS
- 0.144 0.2695 0.0000 1.000 0.87 2.90 USE_IDENTITY
- 0.142 0.2670 0.0000 1.000 0.87 2.90 HTML_COMMENT_SKY
- 0.134 0.2514 0.0000 1.000 0.87 2.90 YOU_CAN_SEARCH
- 0.121 0.2271 0.0000 1.000 0.87 2.90 DIG_UP_INFO
- 0.118 0.2214 0.0000 1.000 0.87 2.90 MIME_BOUND_OPTIN
- 0.117 0.2189 0.0000 1.000 0.87 2.90 MSGID_SPAM_6LETTER
- 0.102 0.1915 0.0000 1.000 0.87 2.90 EXCUSE_23
- 0.098 0.1840 0.0000 1.000 0.87 2.90 CREDITORS_CALLING
- 0.090 0.1690 0.0000 1.000 0.87 2.90 URI_PXLG
- 0.090 0.1678 0.0000 1.000 0.87 2.90 HIDDEN_ASSETS
- 0.089 0.1665 0.0000 1.000 0.87 2.90 CHINA_HEADER
- 0.087 0.1634 0.0000 1.000 0.87 2.90 STOP_SNORING
- 0.087 0.1628 0.0000 1.000 0.87 2.90 RATWARE_X_SCANNER
- 0.086 0.1616 0.0000 1.000 0.87 1.95 MIME_BOUND_RKFINDY
- 0.083 0.1559 0.0000 1.000 0.87 0.80 NOT_MLM
- 0.081 0.1510 0.0000 1.000 0.87 2.84 SUBJ_YOUR_FAMILY
- 0.076 0.1416 0.0000 1.000 0.87 2.90 VIAGRA_COMBO
- 0.072 0.1347 0.0000 1.000 0.87 2.90 READ_TO_END
- 0.071 0.1322 0.0000 1.000 0.87 2.90 AMATEUR_PORN
- 0.069 0.1285 0.0000 1.000 0.87 2.90 RCVD_6_CAPS_ESMTP_ID
- 0.068 0.1279 0.0000 1.000 0.87 2.90 FORGED_JUNO_FROM
- 0.066 0.1235 0.0000 1.000 0.87 2.90 FORGED_MX_HOTMAIL
- 0.065 0.1223 0.0000 1.000 0.87 2.90 HARDCORE_PORN
- 0.065 0.1210 0.0000 1.000 0.87 2.90 RATWARE_JIXING
- 0.064 0.1198 0.0000 1.000 0.87 2.55 FAKE_HELO_JUNO
- 0.063 0.1179 0.0000 1.000 0.87 2.90 MIME_ODD_CASE
- 0.059 0.1110 0.0000 1.000 0.87 2.90 MEGA_SITE
- 0.059 0.1098 0.0000 1.000 0.87 2.90 EXCUSE_22
- 0.059 0.1098 0.0000 1.000 0.87 2.90 X_PRI_MISMATCH_HI
- 0.058 0.1092 0.0000 1.000 0.87 2.90 NONEXISTENT_CHARSET
- 1.455 2.7227 0.0036 0.999 0.87 1.75 INVALID_DATE_TZ_ABSURD
- 0.057 0.1067 0.0000 1.000 0.87 1.75 MSGID_FROM_MTA_HOTMAIL
- 0.054 0.1011 0.0000 1.000 0.87 2.80 NO_INVENTORY
- 0.053 0.0992 0.0000 1.000 0.87 2.90 NOT_ADVISOR
- 0.052 0.0973 0.0000 1.000 0.87 2.90 UCE_MAIL_ACT
- 0.049 0.0923 0.0000 1.000 0.87 2.90 RATWARE_MMAILER
- 0.049 0.0911 0.0000 1.000 0.87 2.90 X_PRECEDENCE_REF
- 0.046 0.0867 0.0000 1.000 0.87 2.90 VERY_SUSP_RECIPS
- 0.046 0.0855 0.0000 1.000 0.87 2.90 BTAMAIL_URL
- 0.043 0.0798 0.0000 1.000 0.87 0.00 RCVD_IN_SORBS_SOCKS
- 0.043 0.0798 0.0000 1.000 0.87 2.80 FORGED_EUDORAMAIL_RCVD
- 0.042 0.0780 0.0000 1.000 0.87 2.90 X_X_PRESENT
- 0.040 0.0742 0.0000 1.000 0.87 2.90 TO_TXT
- 0.039 0.0724 0.0000 1.000 0.87 1.43 FREE_PASSWORD
- 0.038 0.0711 0.0000 1.000 0.87 2.61 FREE_WEBSITE
- 0.038 0.0705 0.0000 1.000 0.87 2.90 MDAEMON_2_7_4
- 0.037 0.0686 0.0000 1.000 0.87 2.24 COMPARE_RATES
- 0.036 0.0674 0.0000 1.000 0.87 2.90 RECEIVE_EMAIL
- 0.035 0.0661 0.0000 1.000 0.87 2.90 MORTGAGE_LINKS
- 0.034 0.0630 0.0000 1.000 0.87 2.90 OUR_STRICT_ANTI
- 0.034 0.0630 0.0000 1.000 0.87 1.94 EXCUSE_21
- 0.033 0.0624 0.0000 1.000 0.87 2.90 URI_DOLLARMACHINE
- 0.033 0.0618 0.0000 1.000 0.87 2.90 X_PMFLAGS_PRESENT
- 0.033 0.0611 0.0000 1.000 0.87 2.90 RATWARE_XMAILER
- 0.032 0.0599 0.0000 1.000 0.87 2.90 FREE_INVESTMENT
- 0.030 0.0568 0.0000 1.000 0.87 2.90 FAKE_HELO_EMAIL_COM
- 0.030 0.0555 0.0000 1.000 0.87 2.90 FORGED_GW05_RCVD
- 1.290 2.4146 0.0029 0.999 0.87 4.30 REVERSE_AGING
- 0.027 0.0511 0.0000 1.000 0.87 2.90 NIGERIAN_BODY_GOVT_3
- 0.027 0.0505 0.0000 1.000 0.87 2.90 NATURAL_VIAGRA
- 0.027 0.0499 0.0000 1.000 0.87 2.90 MSGID_4NUMS_DOLLAR
- 0.027 0.0499 0.0000 1.000 0.87 2.71 RECEIVED_CACHEFLOW
- 0.026 0.0480 0.0000 1.000 0.87 2.90 RATWARE_EMPTY_HELO
- 0.025 0.0462 0.0000 1.000 0.87 2.90 JAPANESE_UCE_SUBJECT
- 0.024 0.0455 0.0000 1.000 0.87 0.00 EXCUSE_15
- 0.024 0.0443 0.0000 1.000 0.87 2.90 FORGED_MUA_APPLEMAIL
- 0.024 0.0443 0.0000 1.000 0.87 2.90 FAKE_HELO_BIGFOOT
- 0.023 0.0437 0.0000 1.000 0.87 2.90 URI_FREEHT
- 0.021 0.0393 0.0000 1.000 0.87 2.23 RESISTANCE_IS_FUTILE
- 0.021 0.0387 0.0000 1.000 0.87 0.00 ANTISPAM_BILL
- 0.021 0.0387 0.0000 1.000 0.87 2.90 MIME_BOUND_MAIL_BOUND
- 0.020 0.0374 0.0000 1.000 0.87 2.90 PORN_MEMBERSHIP
- 0.018 0.0343 0.0000 1.000 0.87 0.98 CONFIDENTIAL_ORDER
- 0.018 0.0337 0.0000 1.000 0.87 2.90 LESBIAN
- 0.016 0.0306 0.0000 1.000 0.87 2.90 ID_UNIQUE
- 0.016 0.0299 0.0000 1.000 0.87 2.90 WE_HATE_SPAM
- 0.015 0.0287 0.0000 1.000 0.87 2.90 X_ENC_PRESENT
- 0.015 0.0274 0.0000 1.000 0.87 0.00 SOME_BREAKTHROUGH
- 0.015 0.0274 0.0000 1.000 0.87 2.90 FAKE_HELO_EUDORAMAIL
- 0.015 0.0274 0.0000 1.000 0.87 1.42 FAKE_HELO_YAHOO_CA
- 0.014 0.0256 0.0000 1.000 0.87 0.00 SECTION_301
- 0.013 0.0250 0.0000 1.000 0.87 2.90 SUBJ_FREE_INSTANT
- 0.013 0.0237 0.0000 1.000 0.87 2.08 MAIL_IN_ORDER_FORM
- 0.013 0.0237 0.0000 1.000 0.87 2.90 HR_3113
- 0.012 0.0231 0.0000 1.000 0.87 2.90 FORGED_TELESP_RCVD
- 0.011 0.0212 0.0000 1.000 0.87 2.90 FAKE_HELO_CARAMAIL
- 0.011 0.0200 0.0000 1.000 0.87 2.90 MSGID_SPAM_1
- 0.011 0.0200 0.0000 1.000 0.87 2.90 FAKED_IP_IN_RCVD
- 0.010 0.0187 0.0000 1.000 0.87 2.90 RECEIVED_IDENT_SQUID
- 0.010 0.0187 0.0000 1.000 0.87 2.80 STRONG_BUY
- 0.010 0.0187 0.0000 1.000 0.87 0.00 URGENT_BIZ
- 0.642 1.2032 0.0007 0.999 0.87 1.10 WE_HONOR_ALL
- 0.009 0.0175 0.0000 1.000 0.87 2.90 PORN_6
- 0.009 0.0168 0.0000 1.000 0.87 2.90 LOTS_OF_CC_LINES
- 0.009 0.0162 0.0000 1.000 0.87 1.45 TAKE_ACTION_NOW
- 0.009 0.0162 0.0000 1.000 0.87 2.90 RATWARE_SCREWUP_1
- 0.008 0.0150 0.0000 1.000 0.87 2.90 MARKUP_RAND
- 0.008 0.0150 0.0000 1.000 0.87 2.90 RATWARE_STORM
- 0.008 0.0150 0.0000 1.000 0.87 2.90 FRIEND_AT_PUBLIC
- 0.008 0.0150 0.0000 1.000 0.87 2.90 X_STORMPOST_TO
- 0.007 0.0137 0.0000 1.000 0.87 2.29 FAKE_HELO_MAILCITY
- 0.006 0.0119 0.0000 1.000 0.87 0.00 BETTERMEMORY
- 0.006 0.0119 0.0000 1.000 0.87 2.90 MSGID_3_DOLLARS
- 0.006 0.0112 0.0000 1.000 0.87 2.90 NO_INVESTMENT
- 0.006 0.0112 0.0000 1.000 0.87 2.90 VERB_UP_TO_OR_MORES
- 0.006 0.0112 0.0000 1.000 0.87 2.90 RATWARE_VC_IPA
- 0.006 0.0112 0.0000 1.000 0.87 2.90 RATWARE_EVAMAIL
- 0.006 0.0106 0.0000 1.000 0.87 0.00 RATWARE_HASH_2
- 0.005 0.0094 0.0000 1.000 0.87 0.00 UNDER_BILL_1618
- 0.005 0.0087 0.0000 1.000 0.87 2.90 HR_4176
- 0.005 0.0087 0.0000 1.000 0.87 2.41 RCVD_IN_OPM_ROUTER
- 0.005 0.0087 0.0000 1.000 0.87 0.00 HTML_EMBEDS
- 0.005 0.0087 0.0000 1.000 0.87 0.00 YOU_WON
- 0.004 0.0081 0.0000 1.000 0.87 0.00 SAVINGS
- 0.004 0.0081 0.0000 1.000 0.87 0.00 NA_DOLLARS
- 0.004 0.0075 0.0000 1.000 0.87 1.65 IDENT_NOBODY
- 0.004 0.0069 0.0000 1.000 0.87 2.90 DATE_YEAR_ZERO_FIRST
- 0.003 0.0062 0.0000 1.000 0.87 0.00 FORGED_MUA_MSN
- 0.003 0.0056 0.0000 1.000 0.87 0.00 URI_IS_POUND
- 0.003 0.0050 0.0000 1.000 0.87 2.90 THIS_IS_AN_AD
- 0.002 0.0044 0.0000 1.000 0.87 0.00 WE_HATE_SPAM2
- 0.002 0.0044 0.0000 1.000 0.87 2.90 X_VMP_TEXT
- 0.002 0.0044 0.0000 1.000 0.87 2.90 DAILY_PXE
- 0.002 0.0044 0.0000 1.000 0.87 2.90 OVERWHELMING_GROWTH
- 0.002 0.0031 0.0000 1.000 0.87 0.00 SEE_FOR_YOURSELF
- 0.002 0.0031 0.0000 1.000 0.87 2.90 BTAMAIL_HEADER
- 0.002 0.0031 0.0000 1.000 0.87 0.00 UP_TO_OR_MORES
- 0.001 0.0025 0.0000 1.000 0.87 0.00 PENNIES_A_DAY
- 0.001 0.0025 0.0000 1.000 0.87 0.00 URI_HITBOX
- 0.001 0.0019 0.0000 1.000 0.87 0.00 SUBJ_LIFE_INSURANCE
- 0.001 0.0019 0.0000 1.000 0.87 2.90 EXCUSE_20
- 0.001 0.0012 0.0000 1.000 0.87 0.00 STOCK_PICK
- 0.001 0.0012 0.0000 1.000 0.87 0.00 CONGRATULATIONS
- 0.000 0.0006 0.0000 1.000 0.87 0.00 NO_FORMS
- 0.000 0.0006 0.0000 1.000 0.87 2.90 DAILY_PL
- 0.000 0.0006 0.0000 1.000 0.87 1000.00 GTUBE
- 0.000 0.0006 0.0000 1.000 0.87 2.90 CHINA_URL
- 0.829 1.5519 0.0014 0.999 0.87 4.30 RATWARE_RCVD_LC_ESMTP
- 0.953 1.7840 0.0021 0.999 0.87 1.56 PYZOR_CHECK
- 0.950 1.7784 0.0021 0.999 0.87 1.10 CLICK_TO_REMOVE_1
- 1.351 2.5281 0.0043 0.998 0.87 2.54 SUBJ_VIAGRA
- 0.396 0.7423 0.0007 0.999 0.87 2.90 FINANCIAL
- 0.594 1.1116 0.0014 0.999 0.87 2.90 BZ_TLD
- 1.845 3.4501 0.0086 0.998 0.87 1.10 RECEIVE_OFFER
- 0.347 0.6487 0.0007 0.999 0.87 0.70 RAVAGESOFAGING
- 1.029 1.9256 0.0036 0.998 0.87 2.73 FORGED_RCVD_NET_HELO
- 0.723 1.3523 0.0021 0.998 0.87 1.10 VIAGRA_ONLINE
- 0.514 0.9625 0.0014 0.999 0.87 1.92 FREE_QUOTE
- 2.327 4.3477 0.0143 0.997 0.87 1.10 BANG_GUARANTEE
- 1.769 3.3072 0.0093 0.997 0.87 2.53 TRACKER_ID
- 0.646 1.2089 0.0021 0.998 0.87 3.32 BANG_OPRAH
- 0.261 0.4884 0.0007 0.999 0.87 0.70 NIGERIAN_BODY3
- 0.261 0.4878 0.0007 0.999 0.87 2.90 INVALUABLE_MARKETING
- 0.252 0.4716 0.0007 0.998 0.87 2.90 NUMERIC_HTTP_ADDR
- 1.690 3.1581 0.0093 0.997 0.87 2.06 RCVD_FAKE_HELO_DOTCOM
- 1.278 2.3890 0.0064 0.997 0.87 1.25 FORGED_AOL_HTML
- 0.223 0.4179 0.0007 0.998 0.87 2.36 BANG_QUOTE
- 3.881 7.2388 0.0378 0.995 0.87 1.58 SUBJ_HAS_SPACES
- 1.037 1.9393 0.0050 0.997 0.87 2.15 GUARANTEE
- 0.209 0.3905 0.0007 0.998 0.87 0.25 BILL_1618
- 0.206 0.3849 0.0007 0.998 0.87 2.90 FAKE_HELO_LYCOS
- 2.075 3.8748 0.0143 0.996 0.87 1.59 MIME_HTML_MOSTLY
- 1.375 2.5699 0.0079 0.997 0.87 1.10 FORGED_MUA_IMS
- 0.353 0.6593 0.0014 0.998 0.87 2.90 ADVERT_CODE
- 0.859 1.6056 0.0043 0.997 0.87 1.10 MORTGAGE_BEST
- 1.321 2.4676 0.0079 0.997 0.87 1.15 HTML_LINK_PUSH_HERE
- 1.633 3.0515 0.0107 0.997 0.87 1.10 GUARANTEED_100_PERCENT
- 0.177 0.3306 0.0007 0.998 0.87 0.70 NIGERIAN_BODY4
- 0.136 0.0006 0.2905 0.002 0.87 -0.10 RCVD_IN_BSP_OTHER
- 4.169 7.7715 0.0471 0.994 0.87 1.81 FROM_HAS_MIXED_NUMS3
- 0.162 0.3038 0.0007 0.998 0.87 0.70 EXCUSE_24
- 1.062 1.9836 0.0064 0.997 0.87 2.19 NO_RDNS_DOTCOM_HELO
- 0.767 1.4334 0.0043 0.997 0.87 2.29 URI_OFFERS
- 2.119 3.9559 0.0171 0.996 0.87 1.10 PENIS_ENLARGE
- 0.151 0.2832 0.0007 0.997 0.87 1.87 FORGED_QUALCOMM_TAGS
- 0.635 1.1864 0.0036 0.997 0.87 1.78 INCREASE_SEX
- 1.621 3.0271 0.0121 0.996 0.87 2.15 BANG_EXERCISE
- 0.388 0.7254 0.0021 0.997 0.87 0.70 NIGERIAN_BODY2
- 1.117 2.0853 0.0079 0.996 0.87 1.54 VIAGRA
- 0.372 0.6943 0.0021 0.997 0.87 2.90 LOSE_POUNDS
- 2.160 4.0302 0.0193 0.995 0.87 1.75 DATE_IN_FUTURE_12_24
- 0.133 0.2489 0.0007 0.997 0.87 0.38 CANNOT_BE_SPAM
- 0.253 0.4734 0.0014 0.997 0.87 2.90 JODY
- 0.565 1.0548 0.0036 0.997 0.87 2.75 WHILE_YOU_SLEEP
- 0.126 0.2364 0.0007 0.997 0.87 0.35 BE_BOSS
- 1.294 2.4152 0.0100 0.996 0.87 1.10 HG_HORMONE
- 0.126 0.2352 0.0007 0.997 0.87 0.81 BANKRUPTCY
- 0.337 0.6300 0.0021 0.997 0.87 2.14 SUBJ_YOUR_DEBT
- 0.118 0.2202 0.0007 0.997 0.87 2.90 SUBJ_GUARANTEED
- 0.519 0.9687 0.0036 0.996 0.87 3.25 THE_BEST_RATE
- 0.115 0.2146 0.0007 0.997 0.87 2.90 NOT_INTENDED
- 0.320 0.5976 0.0021 0.996 0.87 1.61 LOW_PAYMENT
- 0.302 0.5639 0.0021 0.996 0.86 1.35 FREE_PORN
- 1.340 2.4994 0.0121 0.995 0.86 1.10 REMOVE_REMOVAL_1WORD
- 2.065 3.8499 0.0214 0.994 0.86 3.61 SUBJ_ILLEGAL_CHARS
- 2.683 5.0007 0.0314 0.994 0.86 1.10 MIME_BASE64_LATIN
- 4.737 8.8101 0.0750 0.992 0.86 0.50 HTML_LINK_CLICK_CAPS
- 0.327 0.0031 0.6974 0.004 0.86 -4.30 RCVD_IN_BSP_TRUSTED
- 0.344 0.6412 0.0029 0.996 0.86 4.30 SORTED_RECIPS
- 0.830 1.5476 0.0079 0.995 0.86 0.88 EXCUSE_REMOVE
- 21.270 39.0048 0.9737 0.976 0.86 0.27 HTML_FONT_BIG
- 0.087 0.1622 0.0007 0.996 0.86 1.78 PORN_15
- 0.170 0.3169 0.0014 0.996 0.86 2.01 REFINANCE_NOW
- 5.297 9.8449 0.0928 0.991 0.86 0.17 CLICK_BELOW_CAPS
- 2.559 4.7662 0.0336 0.993 0.86 1.53 HTML_IMAGE_ONLY_06
- 0.380 0.7098 0.0036 0.995 0.86 0.99 FROM_WEBMAIL_END_NUMS6
- 0.448 0.8352 0.0043 0.995 0.86 3.01 NIGERIAN_BODY1
- 0.076 0.1422 0.0007 0.995 0.86 2.29 APPLY_FREE
- 1.541 2.8706 0.0186 0.994 0.86 0.83 MAILTO_SUBJ_REMOVE
- 0.075 0.1391 0.0007 0.995 0.86 0.76 UNSECURED_CREDIT
- 0.146 0.2726 0.0014 0.995 0.86 0.16 HIDE_WIN_STATUS
- 1.357 2.5275 0.0164 0.994 0.86 0.66 ALL_NATURAL
- 1.146 2.1352 0.0136 0.994 0.86 0.50 REMOVE_REMOVAL_2WORD
- 0.071 0.1316 0.0007 0.995 0.86 2.90 WALAA
- 1.174 2.1882 0.0143 0.994 0.86 2.01 MARKETING_PARTNERS
- 1.708 3.1806 0.0228 0.993 0.86 0.73 EXCUSE_19
- 0.198 0.3693 0.0021 0.994 0.86 2.90 HTML_FORMACTION_MAILTO
- 2.861 5.3220 0.0457 0.991 0.86 0.95 RCVD_IN_SORBS_SMTP
- 3.016 5.6083 0.0493 0.991 0.86 0.50 X_MSMAIL_PRIORITY_HIGH
- 0.478 0.8907 0.0057 0.994 0.86 1.54 FORGED_JUNO_RCVD
- 0.064 0.1185 0.0007 0.994 0.86 2.80 FAKE_HELO_USA_NET
- 0.186 0.3468 0.0021 0.994 0.86 0.01 CABLE_CONVERTER
- 9.065 16.7706 0.2477 0.985 0.86 1.20 DNS_FROM_RFCI_DSN
- 0.061 0.1135 0.0007 0.994 0.86 2.90 NIGERIAN_SUBJECT2
- 1.584 2.9467 0.0236 0.992 0.86 3.70 RCVD_IN_NJABL_DIALUP
- 0.171 0.3194 0.0021 0.993 0.86 2.90 BARGAIN_URL
- 5.124 9.5056 0.1099 0.989 0.86 0.19 MIME_BASE64_NO_NAME
- 4.627 8.5874 0.0957 0.989 0.86 2.90 DATE_IN_FUTURE_03_06
- 9.774 18.0587 0.2920 0.984 0.86 0.44 RCVD_IN_SBL
- 0.669 1.2463 0.0093 0.993 0.86 0.06 HTML_COMMENT_RATIO
- 0.652 1.2145 0.0093 0.992 0.86 1.56 HAIR_LOSS
- 0.594 1.1059 0.0086 0.992 0.85 0.57 MORTGAGE_RATES
- 1.431 2.6622 0.0228 0.991 0.85 3.43 FORGED_MUA_EUDORA
- 2.763 5.1330 0.0514 0.990 0.85 0.50 PENIS_ENLARGE2
- 0.102 0.1890 0.0014 0.993 0.85 2.90 CUM_SHOT
- 0.344 0.6400 0.0050 0.992 0.85 1.89 FREE_GRANT
- 0.051 0.0948 0.0007 0.993 0.85 1.09 MEET_SINGLES
- 1.235 2.2967 0.0200 0.991 0.85 0.50 COMPLETELY_FREE
- 0.148 0.2763 0.0021 0.992 0.85 0.70 FAKE_HELO_MSN
- 0.050 0.0929 0.0007 0.992 0.85 2.60 SECRET_RECORD
- 0.244 0.4535 0.0036 0.992 0.85 2.80 INITIAL_INVEST
- 0.383 0.7130 0.0057 0.992 0.85 0.00 REPLY_TO_ULINE_NUMS
- 0.289 0.5377 0.0043 0.992 0.85 1.04 ADDR_NUMS_AT_BIGSITE
- 0.096 0.1784 0.0014 0.992 0.85 1.71 URI_4YOU
- 0.096 0.1784 0.0014 0.992 0.85 0.85 EXCUSE_13
- 0.142 0.2651 0.0021 0.992 0.85 0.51 HTML_SHOUTING7
- 0.095 0.1772 0.0014 0.992 0.85 0.90 PREST_NON_ACCREDITED
- 0.978 1.8177 0.0164 0.991 0.85 1.00 MORTGAGE_PITCH
- 0.533 0.9918 0.0086 0.991 0.85 0.39 FROM_STARTS_WITH_NUMS
- 0.362 0.6737 0.0057 0.992 0.85 3.07 ROUND_THE_WORLD_LOCAL
- 0.857 1.5925 0.0143 0.991 0.85 2.38 FAKED_HOTMAIL_DAV
- 1.449 2.6922 0.0257 0.991 0.85 0.41 BANG_MORE
- 1.075 1.9973 0.0193 0.990 0.85 3.00 BAYES_90
- 0.171 0.3175 0.0029 0.991 0.85 0.07 LOSEWEIGHT
- 1.228 2.2805 0.0228 0.990 0.85 0.47 FORGED_HOTMAIL_RCVD
- 6.757 12.4916 0.1949 0.985 0.85 0.24 RCVD_IN_NJABL_SPAM
- 1.230 2.2824 0.0250 0.989 0.85 0.40 HTML_COMMENT_SAVED_URL
- 1.744 3.2361 0.0371 0.989 0.85 0.09 LOW_PRICE
- 0.266 0.4946 0.0050 0.990 0.85 2.73 DATE_IN_FUTURE_24_48
- 8.731 16.0976 0.3005 0.982 0.85 0.10 FROM_HAS_MIXED_NUMS
- 0.037 0.0686 0.0007 0.990 0.85 2.17 STOCK_ALERT
- 0.840 1.5569 0.0186 0.988 0.84 2.33 GAPPY_SUBJECT
- 0.776 1.4390 0.0171 0.988 0.84 0.31 HTML_90_100
- 0.302 0.5595 0.0064 0.989 0.84 0.55 ACT_NOW_CAPS
- 0.135 0.2514 0.0029 0.989 0.84 0.82 MSGID_FROM_MTA_BACKUP
- 1.699 3.1488 0.0407 0.987 0.84 0.50 HTML_TITLE_UNTITLED
- 3.096 5.7281 0.0828 0.986 0.84 0.58 HTML_TABLE_THICK_BORD
- 2.046 3.7875 0.0528 0.986 0.84 0.50 AS_SEEN_ON
- 5.586 10.3103 0.1799 0.983 0.84 0.75 BIZ_TLD
- 0.031 0.0574 0.0007 0.988 0.84 0.17 HEADER_COUNT_CTYPE
- 0.182 0.3381 0.0043 0.987 0.84 0.12 FORGED_AOL_TAGS
- 0.694 1.2862 0.0171 0.987 0.84 2.17 FROM_ALL_NUMS
- 0.149 0.2763 0.0036 0.987 0.84 1.22 SUBJECT_APPROVED
- 0.178 0.3306 0.0043 0.987 0.84 2.33 SAVE_THOUSANDS
- 0.029 0.0543 0.0007 0.987 0.84 2.12 EARNINGS
- 1.679 3.1057 0.0464 0.985 0.84 1.23 BAD_CREDIT
- 0.086 0.1591 0.0021 0.987 0.84 1.57 FREE_CONSULTATION
- 0.226 0.4179 0.0057 0.987 0.84 0.36 MILLION_USD
- 4.356 8.0366 0.1449 0.982 0.84 1.61 DATE_IN_FUTURE_06_12
- 0.220 0.4079 0.0057 0.986 0.84 1.06 HTTP_ENTITIES_HOST
- 0.080 0.1485 0.0021 0.986 0.84 0.43 MIME_BASE64_ILLEGAL
- 1.679 3.1020 0.0500 0.984 0.84 0.82 HTML_IMAGE_RATIO_04
- 0.183 0.3381 0.0050 0.985 0.84 1.92 BANG_BOSS
- 2.599 4.7968 0.0828 0.983 0.84 1.39 SUBJ_HAS_UNIQ_ID
- 1.479 2.7334 0.0443 0.984 0.84 0.17 REMOVE_FROM_LIST
- 4.053 7.4665 0.1463 0.981 0.83 1.50 X_PRIORITY_HIGH
- 0.074 0.1366 0.0021 0.985 0.83 0.80 NO_DISAPPOINTMENT
- 8.233 15.1114 0.3619 0.977 0.83 0.10 MISSING_OUTLOOK_NAME
- 0.481 0.8882 0.0150 0.983 0.83 0.50 HTML_SHOUTING9
- 0.047 0.0867 0.0014 0.984 0.83 0.87 GET_STARTED_NOW
- 0.875 1.6156 0.0286 0.983 0.83 1.18 MIME_MISSING_BOUNDARY
- 2.267 4.1780 0.0800 0.981 0.83 0.07 HTML_TAG_BALANCE_A
- 0.022 0.0412 0.0007 0.983 0.83 2.90 OUR_AFFILIATE_PARTNERS
- 6.344 11.6445 0.2784 0.977 0.83 0.43 NORMAL_HTTP_TO_IP
- 0.512 0.9438 0.0171 0.982 0.83 1.92 FAKE_HELO_AOL
- 0.170 0.3131 0.0057 0.982 0.83 2.80 ONE_TIME
- 4.659 8.5587 0.1956 0.978 0.83 0.38 FORGED_YAHOO_RCVD
- 2.347 4.3196 0.0892 0.980 0.83 0.85 MAILTO_TO_REMOVE
- 3.236 5.9489 0.1313 0.978 0.83 0.15 HTTP_EXCESSIVE_ESCAPES
- 0.101 0.1853 0.0036 0.981 0.82 2.53 FREE_ACCESS
- 0.200 0.3680 0.0071 0.981 0.82 1.37 CELL_PHONE_BOOST
- 0.139 0.2570 0.0050 0.981 0.82 1.51 ADDR_FREE
- 0.118 0.2171 0.0043 0.981 0.82 1.94 GUARANTEED_STUFF
- 1.943 3.5729 0.0771 0.979 0.82 0.06 HTML_FONTCOLOR_GREEN
- 0.098 0.1796 0.0036 0.981 0.82 1.64 BLANK_LINES_80_90
- 4.536 8.3173 0.2077 0.976 0.82 0.67 HTML_TAG_BALANCE_HTML
- 0.057 0.1042 0.0021 0.980 0.82 2.44 SUBJ_2_CREDIT
- 0.891 1.6380 0.0357 0.979 0.82 1.87 FAKE_HELO_YAHOO
- 0.055 0.1017 0.0021 0.979 0.82 1.69 WE_PROMISE_YOU
- 0.055 0.1011 0.0021 0.979 0.82 1.98 FROM_HAS_MIXED_NUMS2
- 0.553 1.0161 0.0221 0.979 0.82 2.13 MLM
- 0.163 0.2994 0.0064 0.979 0.82 2.39 ONE_TIME_MAILING
- 0.476 0.8745 0.0193 0.978 0.82 2.63 SUSPICIOUS_RECIPS
- 0.018 0.0331 0.0007 0.979 0.82 0.00 OPT_OUT_CAPS
- 0.712 1.3080 0.0300 0.978 0.82 1.10 DOMAIN_4U2
- 5.488 10.0402 0.2791 0.973 0.82 0.91 OFFERS_ETC
- 4.156 7.6112 0.2027 0.974 0.82 3.54 RCVD_IN_DYNABLOCK
- 0.103 0.1896 0.0043 0.978 0.82 2.80 SAVE_ON_INSURANCE
- 0.137 0.2514 0.0057 0.978 0.82 2.80 FORGED_MUA_THEBAT_CS
- 0.852 1.5632 0.0371 0.977 0.82 1.12 EXTRA_MPART_TYPE
- 0.397 0.7286 0.0171 0.977 0.81 2.86 BAYES_80
- 0.828 1.5195 0.0364 0.977 0.81 0.80 SUB_FREE_OFFER
- 0.246 0.4516 0.0107 0.977 0.81 1.62 SUPPLIES_LIMITED
- 0.048 0.0886 0.0021 0.976 0.81 0.22 PORN_16
- 0.991 1.8177 0.0457 0.975 0.81 0.40 SUBJ_FREE_CAP
- 0.317 0.5814 0.0143 0.976 0.81 2.42 EXCUSE_12
- 16.715 30.2178 1.2621 0.960 0.81 0.10 HTML_LINK_CLICK_HERE
- 4.191 7.6599 0.2213 0.972 0.81 0.35 HTML_TAG_BALANCE_BODY
- 0.424 0.7772 0.0200 0.975 0.81 0.77 DO_IT_TODAY
- 9.386 17.0675 0.5961 0.966 0.81 0.38 HTML_70_80
- 0.870 1.5937 0.0421 0.974 0.81 2.80 FORGED_MUA_MOZILLA
- 0.740 1.3561 0.0357 0.974 0.81 0.58 BANG_MONEY
- 0.300 0.5502 0.0143 0.975 0.81 2.31 BAYES_70
- 0.298 0.5464 0.0143 0.975 0.81 1.40 X_LIBRARY
- 0.342 0.6263 0.0164 0.974 0.81 2.27 NO_QS_ASKED
- 0.088 0.1616 0.0043 0.974 0.81 1.95 NASTY_GIRLS
- 5.034 9.1787 0.2905 0.969 0.81 0.10 EXCUSE_3
- 0.059 0.1073 0.0029 0.974 0.81 1.57 SERIOUS_CASH
- 0.222 0.4054 0.0114 0.973 0.80 0.06 LOW_INTEREST
- 3.359 6.1248 0.1935 0.969 0.80 1.12 HTML_WEB_BUGS
- 0.419 0.7654 0.0221 0.972 0.80 0.75 RCVD_IN_SORBS_ZOMBIE
- 13.212 23.8747 1.0087 0.959 0.80 0.10 HTML_FONTCOLOR_RED
- 48.418 84.7189 6.8757 0.925 0.80 0.00 HTML_MESSAGE
- 4.743 8.6323 0.2927 0.967 0.80 0.13 HTML_TAG_EXISTS_TBODY
- 0.304 0.5558 0.0164 0.971 0.80 0.07 REPLY_TO_EMPTY
- 0.013 0.0243 0.0007 0.971 0.80 2.80 NO_CATCH
- 0.013 0.0243 0.0007 0.971 0.80 0.03 NIGERIAN_SUBJECT1
- 7.361 13.3611 0.4940 0.964 0.80 0.10 HTML_FONTCOLOR_UNKNOWN
- 0.091 0.1665 0.0050 0.971 0.80 0.07 HTML_SHOUTING8
- 0.295 0.5389 0.0164 0.970 0.80 2.67 RATWARE_HASH_2_V2
- 0.497 0.9063 0.0278 0.970 0.80 0.88 HTML_RELAYING_FRAME
- 0.099 0.1796 0.0057 0.969 0.79 0.76 SELECTED_YOU
- 34.053 60.2005 4.1303 0.936 0.79 0.09 RCVD_IN_SORBS
- 0.180 0.3287 0.0107 0.968 0.79 2.23 LIVE_PORN
- 0.024 0.0437 0.0014 0.968 0.79 0.15 LYING_EYES
- 2.102 3.8187 0.1363 0.966 0.79 0.36 ORDER_NOW
- 0.193 0.3506 0.0121 0.967 0.79 0.22 REMOVE_REMOVAL_NEAR
- 0.090 0.1628 0.0057 0.966 0.79 1.17 FREE_SAMPLE
- 0.144 0.2620 0.0093 0.966 0.79 2.49 DATE_IN_FUTURE_96_XX
- 32.326 57.0324 4.0511 0.934 0.78 0.09 RCVD_IN_NJABL
- 0.951 1.7266 0.0642 0.964 0.78 0.94 HTML_IMAGE_RATIO_06
- 1.058 1.9193 0.0721 0.964 0.78 0.48 LIMITED_TIME_ONLY
- 0.107 0.1946 0.0071 0.965 0.78 2.16 FREE_MEMBERSHIP
- 0.011 0.0193 0.0007 0.964 0.78 2.49 WANTS_CREDIT_CARD
- 1.815 3.2873 0.1299 0.962 0.78 0.67 HTML_TAG_BALANCE_TABLE
- 0.021 0.0374 0.0014 0.963 0.78 2.01 AMAZING_STUFF
- 0.779 1.4110 0.0550 0.963 0.78 0.87 REMOVAL_INSTRUCTIONS
- 0.234 0.4248 0.0164 0.963 0.78 1.68 BEST_PORN
- 0.544 0.9849 0.0385 0.962 0.78 0.45 LOTS_OF_STUFF
- 6.177 11.1349 0.5040 0.957 0.78 0.10 HTML_FONTCOLOR_UNSAFE
- 0.454 0.8215 0.0328 0.962 0.78 0.81 OPT_IN_CAPS
- 1.048 1.8963 0.0778 0.961 0.77 0.15 EXCUSE_10
- 0.675 1.2201 0.0507 0.960 0.77 1.17 INVALID_MSGID
- 0.096 0.1734 0.0071 0.960 0.77 2.23 FROM_NO_USER
- 5.174 9.3147 0.4362 0.955 0.77 0.01 HTML_80_90
- 10.376 18.5858 0.9815 0.950 0.77 0.36 HTML_60_70
- 0.019 0.0337 0.0014 0.959 0.77 0.59 CASH_BONUS
- 0.009 0.0168 0.0007 0.959 0.77 1.23 FREE_INSTALL
- 0.130 0.2345 0.0100 0.959 0.77 0.90 OPPORTUNITY
- 0.074 0.1335 0.0057 0.959 0.77 1.92 MUST_BE_18
- 3.785 6.8128 0.3198 0.955 0.77 0.37 RAZOR2_CF_RANGE_11_50
- 0.037 0.0661 0.0029 0.959 0.77 0.62 BUY_DIRECT
- 1.580 2.8481 0.1278 0.957 0.77 0.53 HTML_IMAGE_ONLY_08
- 0.045 0.0817 0.0036 0.958 0.77 2.60 JOIN_MILLIONS
- 0.171 0.3081 0.0136 0.958 0.77 0.00 UPPERCASE_75_100
- 0.606 1.0928 0.0493 0.957 0.76 0.05 HOME_EMPLOYMENT
- 0.106 0.1902 0.0086 0.957 0.76 0.12 HTML_COMMENT_8BITS
- 11.817 21.0721 1.2250 0.945 0.76 0.10 HTML_FONTCOLOR_BLUE
- 1.600 2.8799 0.1356 0.955 0.76 0.61 HTML_IMAGE_ONLY_10
- 0.009 0.0156 0.0007 0.956 0.76 0.04 SUBJ_NOW_ONLY
- 2.611 4.6882 0.2349 0.952 0.76 0.32 EXCUSE_14
- 0.140 0.2526 0.0121 0.954 0.76 0.43 SUBJ_BUY
- 8.995 16.0340 0.9394 0.945 0.76 0.70 HTML_50_60
- 0.994 1.7840 0.0899 0.952 0.75 1.38 PORN_4
- 0.144 0.2589 0.0128 0.953 0.75 0.87 SUB_HELLO
- 0.984 1.7653 0.0899 0.952 0.75 0.59 RISK_FREE
- 0.546 0.0574 1.1057 0.049 0.75 -5.40 BAYES_01
- 1.885 3.3733 0.1820 0.949 0.75 0.05 FORGED_HOTMAIL_RCVD2
- 0.015 0.0274 0.0014 0.951 0.75 2.90 KIFF
- 0.229 0.4098 0.0214 0.950 0.75 1.29 THIS_AINT_SPAM
- 0.008 0.0137 0.0007 0.951 0.75 0.00 HTML_SHOUTING5
- 0.008 0.0137 0.0007 0.951 0.75 1.97 SEX_FEST
- 0.067 0.1204 0.0064 0.949 0.74 2.70 SUBJ_AS_SEEN
- 0.149 0.2663 0.0143 0.949 0.74 2.90 EXCUSE_4
- 0.080 0.1435 0.0079 0.948 0.74 1.69 TARGETED
- 0.036 0.0636 0.0036 0.947 0.74 1.29 BEEN_TURNED_DOWN
- 0.057 0.1011 0.0057 0.947 0.74 0.77 SUBJ_FOR_ONLY
- 0.225 0.4011 0.0228 0.946 0.74 1.89 DEAR_FRIEND
- 0.007 0.0125 0.0007 0.946 0.74 1.80 CENTS_ON_DOLLAR
- 0.062 0.1104 0.0064 0.945 0.73 1.14 CELEBRITY_PORN
- 0.041 0.0736 0.0043 0.945 0.73 2.70 PAY_SITE
- 4.383 7.7728 0.5040 0.939 0.73 0.18 HTML_FONT_FACE_ODD
- 2.454 4.3595 0.2734 0.941 0.73 0.92 MSGID_FROM_MTA_HEADER
- 3.211 5.6975 0.3648 0.940 0.73 0.95 NO_DNS_FOR_FROM
- 0.836 1.4871 0.0914 0.942 0.73 0.95 FROM_HAS_ULINE_NUMS
- 0.053 0.0942 0.0057 0.943 0.73 0.38 MSGID_NO_HOST
- 0.637 1.1315 0.0714 0.941 0.73 2.00 BLANK_LINES_70_80
- 5.250 9.2792 0.6382 0.936 0.72 0.87 HTML_40_50
- 0.101 0.1796 0.0114 0.940 0.72 2.80 MONEY_MAKING
- 1.313 2.3260 0.1528 0.938 0.72 0.69 NO_COST
- 0.274 0.4865 0.0314 0.939 0.72 1.21 OPT_HEADER
- 0.031 0.0555 0.0036 0.940 0.72 1.06 UNCLAIMED_MONEY
- 2.546 4.5030 0.3062 0.936 0.72 0.90 RCVD_IN_NJABL_RELAY
- 0.239 0.4235 0.0278 0.938 0.72 1.54 DATE_MISSING
- 0.159 0.2826 0.0186 0.938 0.72 1.57 DONT_DELETE
- 0.074 0.1304 0.0086 0.938 0.72 0.85 EXTRA_CASH
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- 2.340 4.0264 0.4097 0.908 0.65 0.45 HTML_TITLE_EMPTY
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- 0.286 0.4922 0.0507 0.907 0.65 1.61 DEAR_SOMETHING
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- 0.068 0.1160 0.0121 0.905 0.64 0.00 LINES_OF_YELLING_2
- 3.308 5.6601 0.6160 0.902 0.64 0.84 HTML_30_40
- 0.561 0.9625 0.1014 0.905 0.64 0.54 HTML_IMAGE_RATIO_10
- 0.492 0.8433 0.0907 0.903 0.64 0.70 US_DOLLARS_3
- 0.070 0.1191 0.0128 0.903 0.64 2.60 DISGUISE_PORN
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- 0.084 0.1397 0.0193 0.879 0.59 0.28 HTML_IMAGE_AREA_05
- 0.037 0.0618 0.0086 0.878 0.59 0.79 EXCUSE_6
- 0.042 0.0699 0.0100 0.875 0.58 2.20 NEW_DOMAIN_EXTENSIONS
- 0.170 0.2819 0.0421 0.870 0.57 0.00 LINES_OF_YELLING
- 0.033 0.0549 0.0086 0.865 0.56 2.50 OFFSHORE_SCAM
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- 0.366 0.5913 0.1078 0.846 0.52 0.32 HTML_IMAGE_RATIO_12
- 0.073 0.1173 0.0214 0.846 0.52 2.50 MILLION_EMAIL
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- 0.481 0.7716 0.1485 0.839 0.51 0.27 SAVE_UP_TO
- 2.230 3.5611 0.7074 0.834 0.50 0.69 HTML_20_30
- 0.446 0.7130 0.1399 0.836 0.50 0.86 UNSUB_SCRIPT
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- 0.004 0.0069 0.0014 0.828 0.49 0.00 HTML_IMAGE_RATIO_14
- 0.196 0.3106 0.0650 0.827 0.49 1.60 FROM_NO_LOWER
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- 0.368 0.5776 0.1285 0.818 0.47 0.00 REMOVE_IN_QUOTES
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- 2.132 3.2193 0.8887 0.784 0.41 0.50 MAILTO_TO_SPAM_ADDR
- 0.009 0.0131 0.0036 0.786 0.41 0.20 MSGID_THREESIXSIX
- 0.010 0.0156 0.0043 0.785 0.41 0.00 HTML_SHOUTING4
- 0.010 0.0156 0.0043 0.785 0.41 1.93 LUXURY_CAR
- 0.922 1.3910 0.3848 0.783 0.41 0.02 OPT_IN
- 1.390 2.0915 0.5882 0.780 0.41 1.27 RCVD_NUMERIC_HELO
- 2.244 3.3528 0.9744 0.775 0.40 0.93 FOR_FREE
- 0.406 0.6069 0.1763 0.775 0.40 0.93 MIME_QP_NO_CHARSET
- 0.178 0.2651 0.0778 0.773 0.39 0.06 HTML_WIN_BLUR
- 0.167 0.2483 0.0750 0.768 0.39 0.06 VACATION_SCAM
- 0.049 0.0730 0.0221 0.767 0.38 0.94 DRASTIC_REDUCED
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- 0.018 0.0218 0.0136 0.617 0.19 0.00 RCVD_IN_NJABL_CGI
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- 0.001 0.0006 0.0007 0.466 0.07 0.00 PROMOTION
- 0.113 0.0755 0.1556 0.327 0.01 1.80 RATWARE_EMWAC
- 0.321 0.2127 0.4454 0.323 0.01 0.00 UNDISC_RECIPS
- 0.929 0.5321 1.3834 0.278 0.00 0.56 TONER
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+ 0.168 0.3428 0.0015 0.996 0.61 2.61 TERRA_ES
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+ 0.152 0.3122 0.0000 1.000 0.60 2.20 HELO_DYNAMIC_ADELPHIA
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+ 0.480 0.9599 0.0244 0.975 0.60 0.01 HTML_COMMENT_SHOUTING
+ 0.647 1.2935 0.0339 0.974 0.60 2.63 DNS_FROM_RFC_BOGUSMX
+ 1.089 2.1791 0.0556 0.975 0.60 0.96 HTML_FONT_TINY
+ 0.192 0.3902 0.0050 0.987 0.60 0.04 RATWARE_HASH_2
+ 0.150 0.3070 0.0008 0.998 0.60 2.70 MIME_BOUND_MANY_HEX
+ 0.171 0.3480 0.0038 0.989 0.59 2.61 NA_DOLLARS
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+ 0.616 0.0342 1.1670 0.028 0.59 -0.41 BAYES_05
+ 0.204 0.4131 0.0065 0.985 0.59 0.03 SAVE_THOUSANDS
+ 0.137 0.2813 0.0004 0.999 0.59 1.67 DRUG_ED_SILD
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+ 0.856 1.7085 0.0476 0.973 0.59 0.00 HTML_BADTAG_10_20
+ 0.137 0.2801 0.0008 0.997 0.59 1.60 HTML_CONVERTED
+ 0.213 0.4299 0.0080 0.982 0.59 0.00 GUARANTEED_STUFF
+ 0.154 0.3126 0.0030 0.990 0.59 2.69 DATE_IN_FUTURE_48_96
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+ 0.629 0.9354 0.3394 0.734 0.24 0.00 LINES_OF_YELLING_3
+ 6.112 3.6979 8.4009 0.306 0.24 0.00 BAYES_50
+ 0.772 1.1596 0.4049 0.741 0.23 0.00 FROM_HAS_MIXED_NUMS
+ 1.291 1.8411 0.7694 0.705 0.23 0.00 LINES_OF_YELLING_2
+ 0.409 0.6039 0.2247 0.729 0.23 0.11 WEIRD_PORT
+ 0.094 0.1153 0.0747 0.607 0.22 0.03 WORK_AT_HOME
+ 0.618 0.8820 0.3683 0.705 0.22 0.70 DATE_IN_PAST_12_24
+ 0.404 0.5802 0.2373 0.710 0.22 0.37 PLING_QUERY
+ 0.122 0.1543 0.0906 0.630 0.21 0.00 CASHCASHCASH
+ 1.282 1.6900 0.8962 0.653 0.21 0.88 SPF_FAIL
+ 0.018 0.0064 0.0282 0.186 0.21 0.00 MIME_BOUND_DASH_DIGIT
+ 0.078 0.0836 0.0731 0.533 0.20 0.00 EXCUSE_15
+ 0.585 0.7912 0.3900 0.670 0.20 0.12 MISSING_HEADERS
+ 0.040 0.0334 0.0461 0.420 0.20 0.00 JAVASCRIPT_URI
+ 0.440 0.5915 0.2963 0.666 0.20 0.00 SB_NEW_BULK
+ 0.267 0.3496 0.1882 0.650 0.20 0.00 RAZOR2_CF_RANGE_11_50
+ 0.523 0.7044 0.3519 0.667 0.19 0.03 PLING_PLING
+ 0.049 0.0410 0.0571 0.418 0.19 0.00 NO_PURCHASE
+ 0.666 0.8732 0.4700 0.650 0.18 0.50 SPF_SOFTFAIL
+ 0.259 0.3166 0.2041 0.608 0.17 0.00 HTML_IMAGE_RATIO_12
+ 1.716 1.5000 1.9204 0.439 0.16 0.00 MAILTO_TO_SPAM_ADDR
+ 0.285 0.3403 0.2323 0.594 0.16 0.00 HTML_IMAGE_RATIO_10
+ 0.457 0.5674 0.3519 0.617 0.16 0.00 FOR_FREE
+ 0.174 0.1868 0.1619 0.536 0.15 0.00 HTML_IMAGE_RATIO_14
+ 0.031 0.0113 0.0488 0.188 0.15 0.00 NO_EXPERIENCE
+ 0.248 0.2801 0.2171 0.563 0.15 0.48 OPTING_OUT
+ 0.885 0.9824 0.7930 0.553 0.15 0.03 TO_ADDRESS_EQ_REAL
+ 0.247 0.2343 0.2590 0.475 0.11 0.09 DATE_IN_PAST_24_48
+ 0.068 0.0370 0.0971 0.276 0.10 0.00 MIME_QP_DEFICIENT
+ 0.113 0.0788 0.1455 0.351 0.10 0.00 DATE_IN_PAST_48_96
+ 0.221 0.1816 0.2575 0.414 0.09 0.06 FROM_HAS_ULINE_NUMS
+ 0.747 0.6722 0.8185 0.451 0.09 0.13 EXCUSE_1
+ 0.394 0.3299 0.4555 0.420 0.06 0.00 NO_FEE
+ 0.354 0.2781 0.4262 0.395 0.05 0.00 BANG_MONEY
+ 0.321 0.2198 0.4167 0.345 0.03 0.10 TO_EMPTY
+ 0.058 0.0028 0.1097 0.025 0.01 0.00 MIME_BOUND_DIGITS_4
+ 0.102 0.0241 0.1760 0.121 0.00 0.00 MIME_QP_NO_CHARSET
Rule file versions for which these results apply:
-(SpamAssassin Version string: 2.60)
+(SpamAssassin Version string: 3.000000-pre4-cvs)
--rw-r--r-- 1 tvd wheel 7140 Jun 24 22:44 10_misc.cf
--rw-r--r-- 1 tvd wheel 1365 Apr 23 10:28 20_anti_ratware.cf
--rw-r--r-- 1 tvd wheel 10517 Jun 12 18:01 20_body_tests.cf
--rw-r--r-- 1 tvd wheel 1160 Jun 2 12:19 20_compensate.cf
--rw-r--r-- 1 tvd wheel 11475 Jun 28 17:17 20_dnsbl_tests.cf
--rw-r--r-- 1 tvd wheel 4037 Jun 16 10:38 20_fake_helo_tests.cf
--rw-r--r-- 1 tvd wheel 37199 Jun 21 22:21 20_head_tests.cf
--rw-r--r-- 1 tvd wheel 13260 Jul 3 13:25 20_html_tests.cf
--rw-r--r-- 1 tvd wheel 11454 Jun 13 19:47 20_meta_tests.cf
--rw-r--r-- 1 tvd wheel 44883 Jun 13 20:48 20_phrases.cf
--rw-r--r-- 1 tvd wheel 5608 Jun 12 18:01 20_porn.cf
--rw-r--r-- 1 tvd wheel 11959 Jun 18 14:04 20_ratware.cf
--rwxr-xr-x 1 tvd wheel 6577 Jun 18 20:43 20_uri_tests.cf
--rw-r--r-- 1 tvd wheel 2983 Jun 12 18:01 23_bayes.cf
--rw-r--r-- 1 tvd wheel 8954 Mar 7 13:49 25_body_tests_es.cf
--rw-r--r-- 1 tvd wheel 10974 Mar 7 13:49 25_body_tests_pl.cf
--rw-r--r-- 1 tvd wheel 1102 Mar 7 13:49 25_head_tests_es.cf
--rw-r--r-- 1 tvd wheel 971 Mar 7 13:49 25_head_tests_pl.cf
--rw-r--r-- 1 tvd wheel 71197 Jul 5 21:31 30_text_de.cf
--rw-r--r-- 1 tvd wheel 6210 Jun 13 18:12 30_text_es.cf
--rw-r--r-- 1 tvd wheel 75383 Jun 21 22:21 30_text_fr.cf
--rw-r--r-- 1 tvd wheel 20898 Jun 13 18:12 30_text_it.cf
--rw-r--r-- 1 tvd wheel 5389 May 26 16:25 30_text_pl.cf
--rw-r--r-- 1 tvd wheel 67134 Jun 21 22:21 30_text_sk.cf
--rw-r--r-- 1 tvd wheel 40338 Aug 18 10:22 50_scores.cf
--rw-r--r-- 1 tvd wheel 4582 Jun 10 18:52 60_whitelist.cf
--rw-r--r-- 1 tvd wheel 47611 Jun 26 18:58 70_broken_rules.cf
--rw-r--r-- 1 tvd wheel 1841 Jul 1 06:44 70_cvs_rules_under_test.cf
--rw-r--r-- 1 tvd wheel 302 Jun 8 21:28 local.cf
--rw-r--r-- 1 tvd wheel 4841 Mar 30 00:08 regression_tests.cf
+-rw-r--r-- 1 stern stern 6002 Jun 29 10:02 10_misc.cf
+-rw-r--r-- 1 stern stern 1602 Jun 29 10:02 20_anti_ratware.cf
+-rw-r--r-- 1 stern stern 9654 Jun 29 10:02 20_body_tests.cf
+-rw-r--r-- 1 stern stern 1613 Jun 29 10:02 20_compensate.cf
+-rw-r--r-- 1 stern stern 11769 Aug 5 00:48 20_dnsbl_tests.cf
+-rw-r--r-- 1 stern stern 17307 Jul 26 09:52 20_drugs.cf
+-rw-r--r-- 1 stern stern 11617 Jun 29 10:02 20_fake_helo_tests.cf
+-rw-r--r-- 1 stern stern 36642 Aug 3 14:04 20_head_tests.cf
+-rw-r--r-- 1 stern stern 17714 Jun 29 10:02 20_html_tests.cf
+-rw-r--r-- 1 stern stern 11818 Aug 3 14:04 20_meta_tests.cf
+-rw-r--r-- 1 stern stern 30422 Jun 29 10:02 20_phrases.cf
+-rw-r--r-- 1 stern stern 5864 Jun 29 10:02 20_porn.cf
+-rw-r--r-- 1 stern stern 15704 Jul 12 11:53 20_ratware.cf
+-rw-r--r-- 1 stern stern 5962 Jun 29 10:02 20_uri_tests.cf
+-rw-r--r-- 1 stern stern 2334 Jun 29 10:02 23_bayes.cf
+-rw-r--r-- 1 stern stern 9114 Jun 29 10:02 25_body_tests_es.cf
+-rw-r--r-- 1 stern stern 2735 Jun 29 10:02 25_hashcash.cf
+-rw-r--r-- 1 stern stern 2301 Jun 29 10:02 25_spf.cf
+-rw-r--r-- 1 stern stern 2615 Jun 29 10:02 25_uribl.cf
+-rw-r--r-- 1 stern stern 66596 Jul 26 09:52 30_text_de.cf
+-rw-r--r-- 1 stern stern 54889 Aug 5 00:48 30_text_fr.cf
+-rw-r--r-- 1 stern stern 73303 Jun 29 10:02 30_text_nl.cf
+-rw-r--r-- 1 stern stern 47133 Jun 29 10:02 30_text_pl.cf
+-rw-r--r-- 1 stern stern 36166 Aug 5 10:43 50_scores.cf
+-rw-r--r-- 1 stern stern 6884 Jun 29 10:02 60_whitelist.cf
+-rw-r--r-- 1 stern stern 47157 Jun 29 10:02 70_broken_rules.cf
+-rw-r--r-- 1 stern stern 12926 Jul 26 09:52 70_testing.cf
+-rw-r--r-- 1 stern stern 342 Jun 29 10:02 local.cf
+-rw-r--r-- 1 stern stern 3696 Jun 29 10:02 regression_tests.cf
Modified: spamassassin/trunk/rules/STATISTICS.txt
==============================================================================
--- spamassassin/trunk/rules/STATISTICS.txt (original)
+++ spamassassin/trunk/rules/STATISTICS.txt Mon Aug 9 15:27:18 2004
@@ -3,160 +3,160 @@
Classification success on test corpora, at default threshold:
# SUMMARY for threshold 5.0:
-# Correctly non-spam: 28772 99.95%
-# Correctly spam: 52737 93.81%
+# Correctly non-spam: 28690 99.95%
+# Correctly spam: 52582 94.01%
# False positives: 14 0.05%
-# False negatives: 3482 6.19%
-# TCR(l=50): 13.443089 SpamRecall: 93.806% SpamPrec: 99.973%
+# False negatives: 3351 5.99%
+# TCR(l=50): 13.807208 SpamRecall: 94.009% SpamPrec: 99.973%
Results on test corpora at various alternative thresholds:
# SUMMARY for threshold -4.0:
-# Correctly non-spam: 437 1.52%
-# Correctly spam: 56218 100.00%
-# False positives: 28349 98.48%
-# False negatives: 1 0.00%
-# TCR(l=50): 0.039662 SpamRecall: 99.998% SpamPrec: 66.477%
+# Correctly non-spam: 419 1.46%
+# Correctly spam: 55933 100.00%
+# False positives: 28285 98.54%
+# False negatives: 0 0.00%
+# TCR(l=50): 0.039550 SpamRecall: 100.000% SpamPrec: 66.415%
# SUMMARY for threshold -3.0:
-# Correctly non-spam: 437 1.52%
-# Correctly spam: 56218 100.00%
-# False positives: 28349 98.48%
-# False negatives: 1 0.00%
-# TCR(l=50): 0.039662 SpamRecall: 99.998% SpamPrec: 66.477%
+# Correctly non-spam: 419 1.46%
+# Correctly spam: 55933 100.00%
+# False positives: 28285 98.54%
+# False negatives: 0 0.00%
+# TCR(l=50): 0.039550 SpamRecall: 100.000% SpamPrec: 66.415%
# SUMMARY for threshold -2.0:
-# Correctly non-spam: 1033 3.59%
-# Correctly spam: 56216 99.99%
-# False positives: 27753 96.41%
-# False negatives: 3 0.01%
-# TCR(l=50): 0.040514 SpamRecall: 99.995% SpamPrec: 66.949%
+# Correctly non-spam: 976 3.40%
+# Correctly spam: 55931 100.00%
+# False positives: 27728 96.60%
+# False negatives: 2 0.00%
+# TCR(l=50): 0.040344 SpamRecall: 99.996% SpamPrec: 66.856%
# SUMMARY for threshold -1.0:
-# Correctly non-spam: 1312 4.56%
-# Correctly spam: 56216 99.99%
-# False positives: 27474 95.44%
-# False negatives: 3 0.01%
-# TCR(l=50): 0.040925 SpamRecall: 99.995% SpamPrec: 67.172%
+# Correctly non-spam: 1214 4.23%
+# Correctly spam: 55931 100.00%
+# False positives: 27490 95.77%
+# False negatives: 2 0.00%
+# TCR(l=50): 0.040693 SpamRecall: 99.996% SpamPrec: 67.047%
# SUMMARY for threshold 0.0:
-# Correctly non-spam: 3081 10.70%
-# Correctly spam: 56214 99.99%
-# False positives: 25705 89.30%
-# False negatives: 5 0.01%
-# TCR(l=50): 0.043742 SpamRecall: 99.991% SpamPrec: 68.621%
+# Correctly non-spam: 1291 4.50%
+# Correctly spam: 55931 100.00%
+# False positives: 27413 95.50%
+# False negatives: 2 0.00%
+# TCR(l=50): 0.040808 SpamRecall: 99.996% SpamPrec: 67.109%
# SUMMARY for threshold 1.0:
-# Correctly non-spam: 25416 88.29%
-# Correctly spam: 56017 99.64%
-# False positives: 3370 11.71%
-# False negatives: 202 0.36%
-# TCR(l=50): 0.333244 SpamRecall: 99.641% SpamPrec: 94.325%
+# Correctly non-spam: 25124 87.53%
+# Correctly spam: 55650 99.49%
+# False positives: 3580 12.47%
+# False negatives: 283 0.51%
+# TCR(l=50): 0.311982 SpamRecall: 99.494% SpamPrec: 93.956%
# SUMMARY for threshold 2.0:
-# Correctly non-spam: 28332 98.42%
-# Correctly spam: 55599 98.90%
-# False positives: 454 1.58%
-# False negatives: 620 1.10%
-# TCR(l=50): 2.410763 SpamRecall: 98.897% SpamPrec: 99.190%
+# Correctly non-spam: 28062 97.76%
+# Correctly spam: 55223 98.73%
+# False positives: 642 2.24%
+# False negatives: 710 1.27%
+# TCR(l=50): 1.704755 SpamRecall: 98.731% SpamPrec: 98.851%
# SUMMARY for threshold 3.0:
-# Correctly non-spam: 28678 99.62%
-# Correctly spam: 54886 97.63%
-# False positives: 108 0.38%
-# False negatives: 1333 2.37%
-# TCR(l=50): 8.349770 SpamRecall: 97.629% SpamPrec: 99.804%
+# Correctly non-spam: 28520 99.36%
+# Correctly spam: 54506 97.45%
+# False positives: 184 0.64%
+# False negatives: 1427 2.55%
+# TCR(l=50): 5.263292 SpamRecall: 97.449% SpamPrec: 99.664%
# SUMMARY for threshold 4.0:
-# Correctly non-spam: 28759 99.91%
-# Correctly spam: 53985 96.03%
-# False positives: 27 0.09%
-# False negatives: 2234 3.97%
-# TCR(l=50): 15.686105 SpamRecall: 96.026% SpamPrec: 99.950%
+# Correctly non-spam: 28648 99.80%
+# Correctly spam: 53613 95.85%
+# False positives: 56 0.20%
+# False negatives: 2320 4.15%
+# TCR(l=50): 10.924414 SpamRecall: 95.852% SpamPrec: 99.896%
# SUMMARY for threshold 4.5:
-# Correctly non-spam: 28769 99.94%
-# Correctly spam: 53438 95.05%
-# False positives: 17 0.06%
-# False negatives: 2781 4.95%
-# TCR(l=50): 15.483063 SpamRecall: 95.053% SpamPrec: 99.968%
+# Correctly non-spam: 28676 99.90%
+# Correctly spam: 53244 95.19%
+# False positives: 28 0.10%
+# False negatives: 2689 4.81%
+# TCR(l=50): 13.678895 SpamRecall: 95.192% SpamPrec: 99.947%
# SUMMARY for threshold 5.5:
-# Correctly non-spam: 28778 99.97%
-# Correctly spam: 52070 92.62%
-# False positives: 8 0.03%
-# False negatives: 4149 7.38%
-# TCR(l=50): 12.358540 SpamRecall: 92.620% SpamPrec: 99.985%
+# Correctly non-spam: 28694 99.97%
+# Correctly spam: 51938 92.86%
+# False positives: 10 0.03%
+# False negatives: 3995 7.14%
+# TCR(l=50): 12.443382 SpamRecall: 92.858% SpamPrec: 99.981%
# SUMMARY for threshold 6.0:
-# Correctly non-spam: 28780 99.98%
-# Correctly spam: 51391 91.41%
-# False positives: 6 0.02%
-# False negatives: 4828 8.59%
-# TCR(l=50): 10.963144 SpamRecall: 91.412% SpamPrec: 99.988%
+# Correctly non-spam: 28699 99.98%
+# Correctly spam: 51289 91.70%
+# False positives: 5 0.02%
+# False negatives: 4644 8.30%
+# TCR(l=50): 11.428893 SpamRecall: 91.697% SpamPrec: 99.990%
# SUMMARY for threshold 6.5:
-# Correctly non-spam: 28782 99.99%
-# Correctly spam: 50579 89.97%
-# False positives: 4 0.01%
-# False negatives: 5640 10.03%
-# TCR(l=50): 9.626541 SpamRecall: 89.968% SpamPrec: 99.992%
+# Correctly non-spam: 28701 99.99%
+# Correctly spam: 50521 90.32%
+# False positives: 3 0.01%
+# False negatives: 5412 9.68%
+# TCR(l=50): 10.056275 SpamRecall: 90.324% SpamPrec: 99.994%
# SUMMARY for threshold 7.0:
-# Correctly non-spam: 28782 99.99%
-# Correctly spam: 49656 88.33%
-# False positives: 4 0.01%
-# False negatives: 6563 11.67%
-# TCR(l=50): 8.312731 SpamRecall: 88.326% SpamPrec: 99.992%
+# Correctly non-spam: 28702 99.99%
+# Correctly spam: 49503 88.50%
+# False positives: 2 0.01%
+# False negatives: 6430 11.50%
+# TCR(l=50): 8.565544 SpamRecall: 88.504% SpamPrec: 99.996%
# SUMMARY for threshold 8.0:
-# Correctly non-spam: 28783 99.99%
-# Correctly spam: 47656 84.77%
-# False positives: 3 0.01%
-# False negatives: 8563 15.23%
-# TCR(l=50): 6.452313 SpamRecall: 84.768% SpamPrec: 99.994%
+# Correctly non-spam: 28703 100.00%
+# Correctly spam: 47607 85.11%
+# False positives: 1 0.00%
+# False negatives: 8326 14.89%
+# TCR(l=50): 6.677770 SpamRecall: 85.114% SpamPrec: 99.998%
# SUMMARY for threshold 9.0:
-# Correctly non-spam: 28783 99.99%
-# Correctly spam: 45622 81.15%
-# False positives: 3 0.01%
-# False negatives: 10597 18.85%
-# TCR(l=50): 5.231134 SpamRecall: 81.151% SpamPrec: 99.993%
+# Correctly non-spam: 28703 100.00%
+# Correctly spam: 45692 81.69%
+# False positives: 1 0.00%
+# False negatives: 10241 18.31%
+# TCR(l=50): 5.435137 SpamRecall: 81.691% SpamPrec: 99.998%
# SUMMARY for threshold 10.0:
-# Correctly non-spam: 28783 99.99%
-# Correctly spam: 43668 77.67%
-# False positives: 3 0.01%
-# False negatives: 12551 22.33%
-# TCR(l=50): 4.426344 SpamRecall: 77.675% SpamPrec: 99.993%
+# Correctly non-spam: 28703 100.00%
+# Correctly spam: 43762 78.24%
+# False positives: 1 0.00%
+# False negatives: 12171 21.76%
+# TCR(l=50): 4.576794 SpamRecall: 78.240% SpamPrec: 99.998%
# SUMMARY for threshold 12.0:
-# Correctly non-spam: 28783 99.99%
-# Correctly spam: 38485 68.46%
-# False positives: 3 0.01%
-# False negatives: 17734 31.54%
-# TCR(l=50): 3.143536 SpamRecall: 68.456% SpamPrec: 99.992%
+# Correctly non-spam: 28703 100.00%
+# Correctly spam: 39018 69.76%
+# False positives: 1 0.00%
+# False negatives: 16915 30.24%
+# TCR(l=50): 3.296964 SpamRecall: 69.758% SpamPrec: 99.997%
# SUMMARY for threshold 15.0:
-# Correctly non-spam: 28783 99.99%
-# Correctly spam: 28755 51.15%
-# False positives: 3 0.01%
-# False negatives: 27464 48.85%
-# TCR(l=50): 2.035888 SpamRecall: 51.148% SpamPrec: 99.990%
+# Correctly non-spam: 28703 100.00%
+# Correctly spam: 29720 53.14%
+# False positives: 1 0.00%
+# False negatives: 26213 46.86%
+# TCR(l=50): 2.129726 SpamRecall: 53.135% SpamPrec: 99.997%
# SUMMARY for threshold 17.0:
-# Correctly non-spam: 28784 99.99%
-# Correctly spam: 22585 40.17%
-# False positives: 2 0.01%
-# False negatives: 33634 59.83%
-# TCR(l=50): 1.666538 SpamRecall: 40.173% SpamPrec: 99.991%
+# Correctly non-spam: 28704 100.00%
+# Correctly spam: 23992 42.89%
+# False positives: 0 0.00%
+# False negatives: 31941 57.11%
+# TCR(l=50): 1.751135 SpamRecall: 42.894% SpamPrec: 100.000%
# SUMMARY for threshold 20.0:
-# Correctly non-spam: 28784 99.99%
-# Correctly spam: 14460 25.72%
-# False positives: 2 0.01%
-# False negatives: 41759 74.28%
-# TCR(l=50): 1.343056 SpamRecall: 25.721% SpamPrec: 99.986%
+# Correctly non-spam: 28704 100.00%
+# Correctly spam: 16261 29.07%
+# False positives: 0 0.00%
+# False negatives: 39672 70.93%
+# TCR(l=50): 1.409886 SpamRecall: 29.072% SpamPrec: 100.000%
Test hit frequencies, for spam and ham corpora:
@@ -165,773 +165,775 @@
and the 'score' field should be ignored.)
OVERALL% SPAM% HAM% S/O RANK SCORE NAME
- 766280 506316 259964 0.661 0.00 0.00 (all messages)
-100.000 66.0745 33.9255 0.661 0.00 0.00 (all messages as %)
- 24.399 36.9269 0.0004 1.000 1.00 3.60 X_MESSAGE_INFO
- 22.283 33.7244 0.0004 1.000 1.00 3.60 MIME_BOUND_DD_DIGITS
- 14.416 21.8176 0.0012 1.000 0.99 3.52 HELO_DYNAMIC_IPADDR
- 9.492 14.3647 0.0004 1.000 0.98 3.52 RCVD_DOUBLE_IP_SPAM
- 8.014 12.1286 0.0008 1.000 0.97 3.52 MSGID_SPAM_CAPS
- 6.955 10.5254 0.0015 1.000 0.96 0.00 DRUGS_ANXIETY_EREC
- 5.557 8.4108 0.0004 1.000 0.95 0.01 DRUGS_MANYKINDS
- 6.069 9.1842 0.0015 1.000 0.95 0.00 DRUGS_DIET_EREC
- 6.574 9.9489 0.0023 1.000 0.95 0.03 DRUGS_DIET
- 5.071 7.6745 0.0000 1.000 0.95 3.44 DRUGS_ANXIETY_OBFU
- 6.116 9.2547 0.0035 1.000 0.94 1.71 HELO_DYNAMIC_DHCP
- 4.634 7.0136 0.0000 1.000 0.94 3.10 DRUGS_SLEEP_EREC
- 4.791 7.2510 0.0008 1.000 0.94 2.63 HELO_DYNAMIC_HCC
- 5.331 8.0665 0.0035 1.000 0.93 0.00 BAYES_99
- 4.397 6.6543 0.0008 1.000 0.93 0.00 DRUGS_DIET_PAIN
- 4.311 6.5236 0.0012 1.000 0.92 0.00 DRUGS_DEPR_EREC
- 4.229 6.3996 0.0015 1.000 0.92 3.28 HELO_DYNAMIC_IPADDR2
- 13.071 19.7774 0.0108 0.999 0.92 1.81 RCVD_HELO_IP_MISMATCH
- 7.309 11.0573 0.0085 0.999 0.91 0.62 HTML_BACKHAIR_8
- 6.715 10.1579 0.0088 0.999 0.91 2.13 DRUGS_ERECTILE_OBFU
- 2.859 4.3269 0.0008 1.000 0.90 2.89 DATE_SPAMWARE_Y2K
- 2.392 3.6209 0.0000 1.000 0.90 2.55 SUBJECT_DRUG_GAP_X
- 3.692 5.5854 0.0031 0.999 0.90 3.13 DRUGS_PAIN_OBFU
- 29.956 45.3286 0.0162 1.000 0.90 0.00 MIME_HTML_ONLY_MULTI
- 2.244 3.3969 0.0000 1.000 0.90 2.56 RATWARE_RCVD_AT
- 2.218 3.3570 0.0000 1.000 0.89 1.47 SUBJECT_DRUG_GAP_VA
- 2.203 3.3343 0.0000 1.000 0.89 3.02 RATWARE_ZERO_TZ
- 2.220 3.3590 0.0004 1.000 0.89 1.36 HTML_NONELEMENT_90_100
- 4.768 7.2131 0.0069 0.999 0.89 0.50 DRUGS_SLEEP
- 8.253 12.4843 0.0131 0.999 0.89 2.25 DRUGS_ANXIETY
- 1.901 2.8769 0.0000 1.000 0.89 1.86 SUBJECT_DRUG_GAP_S
- 5.003 7.5676 0.0088 0.999 0.89 0.00 DRUGS_PAIN_EREC
- 3.072 0.0026 9.0505 0.000 0.88 0.00 BAYES_00
- 6.129 9.2687 0.0127 0.999 0.88 2.79 UNIQUE_WORDS
- 1.752 2.6511 0.0000 1.000 0.88 3.17 HELO_DYNAMIC_ATTBI
- 1.728 2.6146 0.0000 1.000 0.88 0.17 HTML_BADTAG_90_100
- 2.987 4.5167 0.0062 0.999 0.87 3.10 FORGED_MUA_OUTLOOK
- 3.166 4.7881 0.0081 0.998 0.86 1.92 MSGID_RANDY
- 4.924 7.4454 0.0123 0.998 0.86 2.25 DOMAIN_RATIO
- 7.763 11.7399 0.0173 0.999 0.86 2.18 HTML_IMAGE_ONLY_08
- 1.835 2.7751 0.0031 0.999 0.86 3.08 HTML_IMAGE_ONLY_04
- 4.603 6.9611 0.0112 0.998 0.86 0.09 DRUGS_MUSCLE
- 1.452 2.1982 0.0000 1.000 0.86 3.12 HELO_DYNAMIC_OOL
- 2.991 4.5221 0.0092 0.998 0.85 3.04 MSGID_DOLLARS
- 1.510 2.2834 0.0027 0.999 0.84 0.99 FORGED_MUA_AOL_FROM
- 1.138 1.7224 0.0000 1.000 0.84 2.11 MSGID_YAHOO_CAPS
- 1.109 1.6790 0.0000 1.000 0.84 3.04 HELO_DYNAMIC_COMCAST
- 2.311 3.4923 0.0088 0.997 0.84 1.41 UNRESOLVED_TEMPLATE
- 2.816 4.2564 0.0104 0.998 0.84 0.90 HTML_OBFUSCATE_10_20
- 1.228 1.8571 0.0015 0.999 0.84 0.04 HTML_NONELEMENT_80_90
- 1.011 1.5299 0.0000 1.000 0.83 2.54 HTML_OBFUSCATE_30_40
- 1.286 1.9452 0.0035 0.998 0.83 2.96 MSGID_SPAM_LETTERS
- 4.555 6.8852 0.0169 0.998 0.82 0.00 DRUGS_DEPRESSION
- 2.146 3.2422 0.0100 0.997 0.82 1.08 HTML_OBFUSCATE_20_30
- 1.339 2.0242 0.0046 0.998 0.82 0.00 FORGED_AOL_HTML
- 0.909 1.3750 0.0000 1.000 0.82 2.41 DRUGS_DIET_OBFU
- 0.922 1.3948 0.0004 1.000 0.82 2.52 HTML_OBFUSCATE_50_60
- 1.099 1.6618 0.0035 0.998 0.81 1.47 INVALID_TZ_EST
- 0.850 1.2867 0.0004 1.000 0.81 2.62 HELO_DYNAMIC_SPLIT_IP
- 6.043 9.1332 0.0242 0.997 0.81 2.88 DRUGS_PAIN
- 1.082 1.6361 0.0035 0.998 0.81 2.35 SUBJECT_DRUG_GAP_VIA
- 0.859 1.2992 0.0008 0.999 0.81 2.88 STRONG_BUY
- 0.821 1.2425 0.0004 1.000 0.81 2.88 RATWARE_RCVD_PF
- 0.849 1.2834 0.0015 0.999 0.80 2.33 MIME_BOUND_DIGITS_15
- 0.803 1.2149 0.0012 0.999 0.80 2.40 ONLINE_PHARMACY
- 0.718 1.0869 0.0000 1.000 0.80 2.49 HTML_OBFUSCATE_40_50
- 1.024 1.5467 0.0058 0.996 0.79 0.00 HTML_NONELEMENT_50_60
- 1.644 2.4820 0.0112 0.996 0.79 2.81 SUBJ_ILLEGAL_CHARS
- 0.661 1.0008 0.0000 1.000 0.78 2.05 UNIVERSITY_DIPLOMAS
- 3.071 4.6368 0.0212 0.995 0.78 0.01 FORGED_OUTLOOK_HTML
- 35.602 53.8581 0.0454 0.999 0.78 1.32 MPART_ALT_DIFF
- 11.968 18.0927 0.0396 0.998 0.78 2.51 LONGWORDS
- 3.722 5.6210 0.0227 0.996 0.78 2.13 HTML_IMAGE_ONLY_12
- 2.174 3.2812 0.0173 0.995 0.78 0.00 FORGED_OUTLOOK_TAGS
- 0.616 0.9326 0.0000 1.000 0.78 2.80 HELO_DYNAMIC_YAHOOBB
- 0.791 1.1947 0.0042 0.996 0.78 0.42 HTML_ATTR_UNIQUE
- 0.804 1.2139 0.0050 0.996 0.77 1.30 OBFUSCATING_COMMENT
- 0.579 0.8763 0.0000 1.000 0.77 2.80 VIA_GAP_GRA
- 0.804 1.2137 0.0058 0.995 0.77 1.07 HTML_FONT_SIZE_LARGE
- 0.643 0.9719 0.0019 0.998 0.77 1.52 SUBJECT_DRUG_GAP_C
- 0.553 0.8368 0.0004 1.000 0.77 2.54 HTML_SHORT_CENTER
- 0.676 1.0211 0.0035 0.997 0.76 0.30 HTML_NONELEMENT_70_80
- 0.547 0.8272 0.0004 1.000 0.76 1.55 HTML_BADTAG_50_60
- 0.585 0.8842 0.0019 0.998 0.76 1.92 HG_HORMONE
- 0.532 0.8052 0.0000 1.000 0.76 1.47 HTML_BADTAG_60_70
- 0.548 0.8285 0.0008 0.999 0.76 0.10 HTML_BADTAG_40_50
- 0.515 0.7794 0.0000 1.000 0.76 2.48 EMAIL_ROT13
- 0.529 0.8009 0.0004 1.000 0.76 1.88 PERCENT_RANDOM
- 0.552 0.8352 0.0015 0.998 0.76 2.11 STOCK_ALERT
- 0.512 0.7742 0.0000 1.000 0.76 0.73 INVALID_TZ_CST
- 2.080 3.1362 0.0219 0.993 0.75 1.89 URI_AFFILIATE
- 0.572 0.8641 0.0031 0.996 0.75 0.52 DRUG_DOSAGE
- 0.712 1.0742 0.0062 0.994 0.75 0.00 HTML_BADTAG_20_30
- 0.548 0.8287 0.0027 0.997 0.75 2.51 OBSCURED_EMAIL
- 1.667 2.5123 0.0200 0.992 0.74 1.16 SUSPICIOUS_RECIPS
- 0.726 1.0944 0.0081 0.993 0.74 0.05 STOCK_PICK
- 0.470 0.7098 0.0015 0.998 0.74 2.64 MSGID_SPAM_ALPHA_NUM
- 0.459 0.6946 0.0012 0.998 0.74 1.55 X_AUTH_WARN_FAKED
- 0.892 1.3440 0.0127 0.991 0.73 2.13 FORGED_HOTMAIL_RCVD
- 2.446 3.6866 0.0285 0.992 0.73 0.59 HTML_FONT_LOW_CONTRAST
- 0.513 0.7748 0.0038 0.995 0.73 0.28 HTML_NONELEMENT_60_70
- 0.695 1.0474 0.0088 0.992 0.73 2.59 ALL_NATURAL
- 0.422 0.6385 0.0000 1.000 0.73 2.22 HTML_OBFUSCATE_60_70
- 1.439 2.1668 0.0215 0.990 0.72 0.32 HTML_OBFUSCATE_05_10
- 0.559 0.8428 0.0077 0.991 0.72 0.81 URI_OFFERS
- 0.460 0.6936 0.0042 0.994 0.71 0.29 SUBJECT_DIET
- 0.367 0.5554 0.0000 1.000 0.71 2.49 SUBJECT_DRUG_GAP_VIC
- 0.799 1.2010 0.0150 0.988 0.71 1.99 SUBJ_DOLLARS
- 0.417 0.6289 0.0035 0.995 0.70 0.22 FROM_ILLEGAL_CHARS
- 0.389 0.5870 0.0027 0.995 0.70 0.00 HTML_BADTAG_30_40
- 0.327 0.4949 0.0000 1.000 0.70 2.48 DEEP_DISC_MEDS
- 0.335 0.5064 0.0012 0.998 0.70 2.43 NIGERIAN_BODY1
- 0.683 1.0264 0.0138 0.987 0.70 0.85 MONEY_BACK
- 0.426 0.6425 0.0050 0.992 0.70 0.17 HTML_SHORT_COMMENT
- 0.370 0.5587 0.0031 0.995 0.69 1.02 SUBJECT_DRUG_GAP_P
- 0.489 0.7361 0.0085 0.989 0.69 0.00 HTML_TAG_BALANCE_HEAD
- 0.320 0.4837 0.0008 0.998 0.69 1.24 BANG_EXERCISE
- 0.312 0.4720 0.0004 0.999 0.69 2.19 FORGED_MUA_OIMO
- 0.308 0.4665 0.0000 1.000 0.69 2.21 RATWARE_EGROUPS
- 0.310 0.4693 0.0004 0.999 0.69 2.04 FORGED_AOL_TAGS
- 1.897 2.8530 0.0354 0.988 0.69 1.53 MIME_BASE64_TEXT
- 0.296 0.4477 0.0000 1.000 0.69 2.42 FORGED_MUA_THEBAT_BOUN
- 0.277 0.4185 0.0000 1.000 0.68 1.49 REVERSE_AGING
- 0.626 0.9387 0.0158 0.983 0.68 0.00 HTML_FONT_SIZE_NONE
- 0.409 0.6148 0.0073 0.988 0.68 0.06 IMPOTENCE
- 1.519 2.2820 0.0339 0.985 0.67 0.00 HTML_BACKHAIR_4
- 0.262 0.3968 0.0000 1.000 0.67 1.67 HTML_BADTAG_70_80
- 0.270 0.4090 0.0004 0.999 0.67 2.04 NIGERIAN_BODY2
- 0.315 0.4742 0.0035 0.993 0.67 0.09 FORGED_MUA_EUDORA
- 4.597 6.9263 0.0612 0.991 0.67 0.12 HTML_TITLE_UNTITLED
- 0.248 0.3747 0.0000 1.000 0.67 2.09 HTML_OBFUSCATE_70_80
- 0.246 0.3723 0.0000 1.000 0.67 2.27 FORGED_THEBAT_HTML
- 0.401 0.6022 0.0085 0.986 0.67 0.06 HTML_COMMENT_SHORT
- 1.038 0.0146 3.0316 0.005 0.66 -2.40 ALL_TRUSTED
- 0.233 0.3529 0.0000 1.000 0.66 2.40 FAKE_OUTBLAZE_RCVD
- 0.933 1.3981 0.0269 0.981 0.66 0.81 BODY_ENHANCEMENT2
- 10.328 15.5835 0.0916 0.994 0.66 0.78 DRUGS_ERECTILE
- 0.239 0.3612 0.0008 0.998 0.66 0.15 FORGED_IMS_HTML
- 0.223 0.3373 0.0000 1.000 0.66 2.32 KOREAN_UCE_SUBJECT
- 0.213 0.3217 0.0000 1.000 0.65 2.32 HELO_DYNAMIC_DIALIN
- 0.473 0.7083 0.0138 0.981 0.65 0.00 HTML_NONELEMENT_40_50
- 0.240 0.3628 0.0015 0.996 0.65 0.04 ENTITY_DEC_ALPHANUM
- 0.339 0.5086 0.0077 0.985 0.65 0.02 DRUG_ED_CAPS
- 0.261 0.3942 0.0027 0.993 0.65 0.93 FROM_NUM_AT_WEBMAIL
- 0.207 0.3136 0.0000 1.000 0.65 2.00 SUBJECT_DRUG_GAP_L
- 0.756 1.1309 0.0250 0.978 0.65 0.17 BANG_GUAR
- 0.205 0.3099 0.0000 1.000 0.65 2.18 HELO_DYNAMIC_ADELPHIA
- 4.175 6.2844 0.0673 0.989 0.65 1.44 RCVD_ILLEGAL_IP
- 0.323 0.4853 0.0077 0.984 0.65 0.69 SORTED_RECIPS
- 0.201 0.3044 0.0000 1.000 0.65 2.32 HDR_ORDER_TRIMRS
- 0.404 0.6052 0.0119 0.981 0.65 0.78 SATIS_GUAR
- 0.207 0.3132 0.0008 0.998 0.64 1.68 BANG_OPRAH
- 0.198 0.2990 0.0004 0.999 0.64 1.74 RATWARE_NETIP
- 1.632 2.4483 0.0435 0.983 0.64 2.16 DATE_IN_FUTURE_12_24
- 0.510 0.7630 0.0177 0.977 0.64 0.32 HTML_SHORT_LENGTH
- 0.183 0.2773 0.0000 1.000 0.64 0.34 NIGERIAN_BODY3
- 0.311 0.4665 0.0077 0.984 0.64 0.85 FORGED_MUA_IMS
- 0.467 0.6976 0.0169 0.976 0.63 0.05 BODY_ENHANCEMENT
- 0.290 0.4361 0.0069 0.984 0.63 1.05 SAVE_THOUSANDS
- 0.179 0.2706 0.0004 0.999 0.63 1.19 DRUG_ED_SILD
- 27.180 41.0649 0.1369 0.997 0.63 2.18 BIZ_TLD
- 0.179 0.2700 0.0004 0.999 0.63 1.17 FAKE_HELO_MSN
- 0.745 1.1137 0.0281 0.975 0.63 2.32 WHY_WAIT
- 0.278 0.4167 0.0069 0.984 0.63 0.36 GUARANTEED_STUFF
- 1.215 1.8172 0.0415 0.978 0.63 0.00 HTML_FONT_SIZE_TINY
- 0.190 0.2870 0.0019 0.993 0.63 1.17 HTML_MISSING_CTYPE
- 0.246 0.3697 0.0058 0.985 0.63 1.38 HAIR_LOSS
- 0.273 0.4098 0.0073 0.982 0.63 1.05 HTML_LINK_PUSH_HERE
- 0.162 0.2459 0.0000 1.000 0.63 1.96 FORGED_IMS_TAGS
- 1.176 1.7592 0.0415 0.977 0.63 1.76 SUBJ_HAS_SPACES
- 0.346 0.5169 0.0127 0.976 0.63 0.48 AS_SEEN_ON
- 4.276 6.4270 0.0877 0.987 0.62 0.00 HTML_MIME_NO_HTML_TAG
- 0.317 0.4740 0.0108 0.978 0.62 2.24 FROM_ALL_NUMS
- 0.358 0.5348 0.0138 0.975 0.62 0.34 SUBJ_BUY
- 0.160 0.2421 0.0008 0.997 0.62 2.24 MORE_SEX
- 0.715 1.0657 0.0308 0.972 0.62 0.91 MAILTO_SUBJ_REMOVE
- 0.174 0.2615 0.0023 0.991 0.61 1.28 HELO_DYNAMIC_CHELLO_NL
- 0.724 1.0788 0.0319 0.971 0.61 0.01 HTML_LINK_CLICK_CAPS
- 0.141 0.2133 0.0000 1.000 0.61 2.16 SUBJECT_SEXUAL
- 0.154 0.2317 0.0015 0.993 0.61 0.10 X_ORIG_IP_NOT_IPV4
- 0.135 0.2048 0.0000 1.000 0.61 2.01 RATWARE_OE_MALFORMED
- 1.642 2.4566 0.0565 0.977 0.61 1.56 HTML_FONT_TINY
- 0.129 0.1959 0.0000 1.000 0.60 1.77 HTML_BADTAG_80_90
- 0.215 0.3209 0.0073 0.978 0.60 0.00 MIME_BASE64_ILLEGAL
- 0.126 0.1910 0.0000 1.000 0.60 1.14 HELO_DYNAMIC_ROGERS
- 0.342 0.5098 0.0162 0.969 0.60 0.02 CLICK_TO_REMOVE_1
- 0.145 0.2188 0.0019 0.991 0.60 0.00 TERRA_ES
- 0.130 0.1967 0.0008 0.996 0.60 1.38 DRUG_ED_GENERIC
- 0.212 0.3168 0.0073 0.977 0.60 1.51 ROUND_THE_WORLD_LOCAL
- 3.107 4.6564 0.0904 0.981 0.60 1.89 FORGED_YAHOO_RCVD
- 0.145 0.2182 0.0027 0.988 0.59 1.61 X_LIBRARY
- 0.118 0.1785 0.0000 1.000 0.59 1.83 NIGERIAN_BODY4
- 0.770 1.1451 0.0408 0.966 0.59 1.59 MIME_HTML_MOSTLY
- 0.437 0.6498 0.0235 0.965 0.59 0.28 FRONTPAGE
- 0.117 0.1770 0.0004 0.998 0.59 0.71 DRUGS_SMEAR1
- 0.770 1.1439 0.0412 0.965 0.59 0.69 RCVD_FAKE_HELO_DOTCOM
- 0.163 0.2435 0.0050 0.980 0.59 2.11 HTML_TAG_EXIST_MARQUEE
- 0.120 0.1813 0.0012 0.994 0.59 1.81 HTML_FONT_SIZE_HUGE
- 1.168 1.7400 0.0531 0.970 0.59 0.74 BAD_CREDIT
- 0.144 0.2165 0.0035 0.984 0.59 1.16 MILLION_USD
- 0.111 0.1673 0.0000 1.000 0.59 2.16 NOT_ADVISOR
- 0.184 0.2743 0.0073 0.974 0.59 1.81 DATE_IN_FUTURE_24_48
- 1.270 1.8929 0.0573 0.971 0.59 0.00 HTML_TABLE_THICK_BORD
- 2.366 3.5346 0.0892 0.975 0.59 1.46 INVALID_TZ_GMT
- 0.433 0.6437 0.0238 0.964 0.59 0.00 HTML_COMMENT_SHOUTING
- 0.162 0.2417 0.0058 0.977 0.58 0.27 DIET_2
- 0.214 0.3186 0.0104 0.968 0.58 1.89 MARKETING_PARTNERS
- 0.123 0.1847 0.0027 0.986 0.58 1.68 ENGLISH_UCE_SUBJECT
- 0.104 0.1580 0.0000 1.000 0.58 2.06 HELO_DYNAMIC_RR2
- 0.845 1.2553 0.0458 0.965 0.58 0.09 HTML_BADTAG_10_20
- 1.384 2.0598 0.0669 0.969 0.58 0.28 MIME_HEADER_CTYPE_ONLY
- 0.105 0.1582 0.0008 0.995 0.58 1.66 WE_HONOR_ALL
- 0.122 0.1829 0.0035 0.981 0.57 1.76 FORGED_MUA_MOZILLA
- 0.131 0.1961 0.0046 0.977 0.57 1.55 RATWARE_HASH_2_V2
- 0.097 0.1471 0.0000 1.000 0.57 0.93 RATWARE_MOZ_MALFORMED
- 0.118 0.1774 0.0031 0.983 0.57 2.08 NA_DOLLARS
- 0.124 0.1859 0.0046 0.976 0.57 2.06 DATE_IN_FUTURE_48_96
- 0.095 0.1440 0.0000 1.000 0.57 2.08 MIME_BOUND_RKFINDY
- 0.095 0.1434 0.0000 1.000 0.57 1.93 HELO_DYNAMIC_VTR
- 0.098 0.1471 0.0012 0.992 0.56 0.47 RATWARE_GECKO_BUILD
- 0.154 0.2285 0.0077 0.967 0.56 0.81 GUARANTEED_100_PERCENT
- 0.102 0.1539 0.0023 0.985 0.56 1.61 NO_FORMS
- 0.133 0.1977 0.0065 0.968 0.56 0.98 CONSOLIDATE_DEBT
- 0.439 0.6492 0.0300 0.956 0.56 1.05 HEAD_ILLEGAL_CHARS
- 0.116 0.1726 0.0046 0.974 0.56 0.01 RATWARE_HASH_2
- 0.095 0.1436 0.0012 0.992 0.56 2.00 MSGID_OUTLOOK_INVALID
- 0.098 0.1469 0.0019 0.987 0.56 0.00 NO_CREDIT_CHECK
- 0.087 0.1321 0.0000 1.000 0.56 1.75 CONFIRMED_FORGED
- 0.104 0.1554 0.0035 0.978 0.56 1.84 FROM_OFFERS
- 0.704 1.0416 0.0462 0.958 0.56 0.20 HTML_NONELEMENT_20_30
- 0.089 0.1349 0.0008 0.994 0.56 0.23 HTML_CONVERTED
- 0.091 0.1379 0.0012 0.992 0.55 0.02 HTML_ATTR_BAD
- 0.084 0.1262 0.0004 0.997 0.55 0.32 DRUG_ED_ONLINE
- 0.347 0.5119 0.0262 0.951 0.55 0.00 HTML_SHOUTING4
- 0.077 0.1163 0.0000 1.000 0.55 1.69 HELO_DYNAMIC_HEXIP
- 0.453 0.6684 0.0342 0.951 0.55 0.51 LOW_PRICE
- 0.198 0.2925 0.0142 0.954 0.55 0.71 SOME_BREAKTHROUGH
- 2.945 4.3884 0.1335 0.970 0.55 1.80 MISSING_SUBJECT
- 0.077 0.1167 0.0008 0.993 0.55 2.00 RATWARE_STORM_URI
- 0.080 0.1201 0.0012 0.990 0.55 1.74 YAHOO_DRS_REDIR
- 0.076 0.1153 0.0008 0.993 0.54 2.00 MIME_BOUND_MANY_HEX
- 0.423 0.6239 0.0319 0.951 0.54 1.46 GAPPY_SUBJECT
- 0.347 0.5111 0.0273 0.949 0.54 0.32 HTML_COMMENT_SAVED_URL
- 7.474 11.2134 0.1916 0.983 0.54 1.44 HTML_IMAGE_RATIO_02
- 0.438 0.6456 0.0350 0.949 0.54 1.05 HTML_00_10
- 0.280 0.4118 0.0219 0.949 0.54 1.46 PORN_URL_SEX
- 0.193 0.2842 0.0154 0.949 0.54 1.02 TO_MALFORMED
- 0.071 0.1069 0.0000 1.000 0.54 0.54 SUBJ_2_NUM_PARENS
- 0.109 0.1612 0.0065 0.961 0.54 0.00 ONE_TIME_MAILING
- 0.068 0.1023 0.0000 1.000 0.54 1.51 MULTI_FORGED
- 0.739 1.0877 0.0589 0.949 0.53 0.58 MIME_BASE64_BLANKS
- 0.666 0.9810 0.0519 0.950 0.53 0.00 MIME_MISSING_BOUNDARY
- 0.115 0.1691 0.0085 0.952 0.53 0.86 MORTGAGE_BEST
- 0.066 0.0991 0.0000 1.000 0.53 1.92 FAKE_HELO_MAIL_COM_DOM
- 0.162 0.2390 0.0135 0.947 0.53 0.07 IP_LINK_PLUS
- 1.669 2.4716 0.1054 0.959 0.53 1.42 HTML_IMAGE_ONLY_16
- 1.532 2.2705 0.0942 0.960 0.53 1.13 FORGED_HOTMAIL_RCVD2
- 0.667 0.9812 0.0539 0.948 0.53 0.19 X_MSMAIL_PRIORITY_HIGH
- 0.061 0.0926 0.0000 1.000 0.53 1.70 DIET_3
- 0.061 0.0926 0.0000 1.000 0.53 1.92 CONFIDENTIAL_ORDER
- 1.732 2.5636 0.1123 0.958 0.53 0.01 HTML_TAG_BALANCE_BODY
- 0.059 0.0897 0.0000 1.000 0.53 1.92 EXCUSE_23
- 0.102 0.1509 0.0077 0.951 0.52 1.01 EXCUSE_6
- 0.059 0.0893 0.0000 1.000 0.52 1.69 WRINKLES
- 0.233 0.3421 0.0219 0.940 0.52 1.37 TRACKER_ID
- 0.057 0.0859 0.0000 1.000 0.52 1.82 HTML_FORMACTION_MAILTO
- 0.053 0.0802 0.0000 1.000 0.52 1.84 CHINA_HEADER
- 0.513 0.7527 0.0469 0.941 0.52 0.19 USERPASS
- 0.050 0.0754 0.0000 1.000 0.51 1.84 FAKE_HELO_EXCITE
- 2.398 3.5537 0.1458 0.961 0.51 0.09 RCVD_DOUBLE_IP_LOOSE
- 0.049 0.0745 0.0000 1.000 0.51 1.68 HELO_DYNAMIC_HOME_NL
- 0.699 1.0243 0.0669 0.939 0.51 0.01 EXCUSE_10
- 0.076 0.1126 0.0050 0.957 0.51 0.07 HTML_SHOUTING5
- 1.953 2.8842 0.1389 0.954 0.51 0.49 DIET_1
- 0.057 0.0849 0.0015 0.982 0.51 1.79 SUBJ_LIFE_INSURANCE
- 0.046 0.0693 0.0000 1.000 0.51 0.94 HDR_ORDER_MTSRIX
- 0.124 0.1813 0.0135 0.931 0.51 0.00 HTML_EMBEDS
- 0.048 0.0727 0.0004 0.995 0.51 1.84 FORWARD_LOOKING
- 0.091 0.1343 0.0077 0.946 0.51 1.32 PORN_URL_MISC
- 0.149 0.2175 0.0165 0.929 0.50 0.01 UPPERCASE_75_100
- 0.060 0.0897 0.0031 0.967 0.50 0.00 BAYES_95
- 1.938 2.8591 0.1443 0.952 0.50 0.03 HTML_SHOUTING3
- 0.073 0.1067 0.0062 0.945 0.50 1.76 SUBJ_YOUR_DEBT
- 1.796 2.6448 0.1439 0.948 0.50 0.01 HTML_BACKHAIR_2
- 0.055 0.0824 0.0031 0.964 0.50 1.10 FAKE_HELO_MAIL_COM
- 0.239 0.3484 0.0273 0.927 0.50 0.21 MORTGAGE_PITCH
- 0.084 0.1232 0.0088 0.933 0.49 0.00 MORTGAGE_RATES
- 4.462 6.6488 0.2035 0.970 0.49 0.00 HTML_FONT_INVISIBLE
- 0.999 1.4621 0.0958 0.939 0.49 1.42 DATE_IN_FUTURE_03_06
- 0.040 0.0596 0.0004 0.994 0.49 0.00 FORGED_QUALCOMM_TAGS
- 0.099 0.1442 0.0112 0.928 0.49 1.14 WEIRD_QUOTING
- 0.309 0.4491 0.0354 0.927 0.49 0.00 HTML_NONELEMENT_30_40
- 0.159 0.2299 0.0200 0.920 0.49 1.41 SUB_HELLO
- 0.043 0.0636 0.0015 0.976 0.49 1.08 PORN_URL_SLUT
- 0.044 0.0656 0.0023 0.966 0.49 0.68 AMAZING_STUFF
- 0.059 0.0861 0.0050 0.945 0.49 0.00 BAYES_90
- 0.040 0.0008 0.1166 0.007 0.49 0.00 BAYES_10
- 0.039 0.0581 0.0012 0.981 0.49 1.71 FREE_PREVIEW
- 0.036 0.0547 0.0000 1.000 0.48 0.66 WHY_PAY_MORE
- 0.605 0.8785 0.0715 0.925 0.48 0.02 HTTP_ESCAPED_HOST
- 0.035 0.0000 0.1031 0.000 0.48 0.00 BAYES_05
- 0.339 0.4922 0.0415 0.922 0.48 0.67 FROM_NO_LOWER
- 0.069 0.1001 0.0073 0.932 0.48 1.60 DATE_IN_FUTURE_96_XX
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- 0.034 0.0521 0.0000 1.000 0.48 1.48 HTTP_77
- 0.043 0.0642 0.0031 0.954 0.48 0.00 OFFSHORE_SCAM
- 0.492 0.7132 0.0615 0.921 0.48 1.12 BLANK_LINES_70_80
- 0.038 0.0571 0.0015 0.974 0.48 1.05 URI_4YOU
- 0.034 0.0506 0.0004 0.992 0.48 1.70 SUBJ_GUARANTEED
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- 0.111 0.1596 0.0173 0.902 0.47 1.69 FORGED_JUNO_RCVD
- 0.033 0.0498 0.0012 0.977 0.47 1.64 SUBJ_YOUR_FAMILY
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- 0.901 1.3027 0.1181 0.917 0.47 0.82 MAILTO_TO_REMOVE
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- 0.038 0.0559 0.0038 0.936 0.46 0.94 REFINANCE_NOW
- 0.030 0.0452 0.0012 0.975 0.46 1.66 PORN_15
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- 0.026 0.0391 0.0004 0.990 0.46 1.67 HELO_DYNAMIC_VELOX
- 1.743 2.5441 0.1819 0.933 0.46 0.66 HTML_IMAGE_RATIO_04
- 0.025 0.0371 0.0000 1.000 0.45 1.68 BANG_QUOTE
- 0.043 0.0616 0.0065 0.904 0.45 0.16 ACT_NOW_CAPS
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- 0.024 0.0365 0.0004 0.990 0.45 1.60 COMPETE
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- 0.028 0.0417 0.0019 0.956 0.45 0.83 FIN_FREE
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- 0.022 0.0328 0.0000 1.000 0.44 1.60 MSGID_FROM_MTA_HOTMAIL
- 0.021 0.0322 0.0000 1.000 0.44 1.52 HTML_OBFUSCATE_80_90
- 0.025 0.0367 0.0019 0.950 0.44 1.54 NUMERIC_HTTP_ADDR
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0.014 0.0209 0.0000 1.000 0.42 1.52 RESISTANCE_IS_FUTILE
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- 0.025 0.0350 0.0046 0.883 0.42 1.33 EXCUSE_4
- 2.859 4.1579 0.3300 0.926 0.42 1.52 PRIORITY_NO_NAME
- 0.013 0.0201 0.0000 1.000 0.42 1.49 FAKE_HELO_EUDORAMAIL
- 0.245 0.3464 0.0481 0.878 0.42 0.12 SUB_FREE_OFFER
- 0.033 0.0462 0.0077 0.857 0.41 1.47 GET_PAID
- 0.023 0.0328 0.0042 0.886 0.41 0.15 LIVE_PORN
- 0.025 0.0356 0.0054 0.868 0.41 0.70 WHILE_YOU_SLEEP
- 0.013 0.0194 0.0000 1.000 0.41 1.52 MICRO_CAP_WARNING
- 0.688 0.9719 0.1346 0.878 0.41 0.52 SUBJ_HAS_UNIQ_ID
- 0.036 0.0500 0.0096 0.839 0.41 0.71 FREE_PORN
- 0.013 0.0196 0.0004 0.981 0.41 1.40 MAIL_IN_ORDER_FORM
- 0.012 0.0186 0.0000 1.000 0.41 1.18 YAHOO_RD_REDIR
- 5.064 7.4590 0.4001 0.949 0.41 0.02 HTML_TEXT_AFTER_HTML
- 13.236 19.7675 0.5147 0.975 0.41 0.04 FORGED_RCVD_NET_HELO
- 0.035 0.0478 0.0092 0.838 0.41 0.00 HTML_SHOUTING9
- 6.475 9.5648 0.4578 0.954 0.41 1.04 HTML_20_30
- 0.016 0.0231 0.0023 0.909 0.41 0.03 HIDDEN_CHARGES
- 0.012 0.0178 0.0000 1.000 0.41 1.11 YOU_CAN_SEARCH
- 2.007 2.8848 0.2970 0.907 0.41 0.03 MIME_BASE64_NO_NAME
- 0.419 0.5876 0.0896 0.868 0.41 0.03 NO_RDNS_DOTCOM_HELO
- 0.018 0.0253 0.0035 0.880 0.41 0.00 ONE_TIME
- 1.846 2.6566 0.2662 0.909 0.41 0.16 REMOVE_PAGE
- 0.012 0.0176 0.0000 1.000 0.41 1.20 DRUG_ED_COMBO
- 0.023 0.0318 0.0050 0.864 0.41 0.07 FREE_SAMPLE
- 0.013 0.0186 0.0008 0.960 0.41 1.34 AMATEUR_PORN
- 0.011 0.0170 0.0000 1.000 0.40 1.27 HELO_DYNAMIC_NTL
- 0.038 0.0515 0.0112 0.822 0.40 0.24 EXTRA_CASH
- 0.016 0.0223 0.0027 0.892 0.40 0.38 TO_NO_USER
- 1.712 2.4605 0.2550 0.906 0.40 0.17 HTML_IMAGE_RATIO_06
- 0.016 0.0221 0.0027 0.891 0.40 1.43 BEEN_TURNED_DOWN
- 0.011 0.0166 0.0000 1.000 0.40 1.44 NO_MEDICAL
- 0.054 0.0737 0.0169 0.813 0.40 0.00 LOW_INTEREST
- 0.203 0.2824 0.0473 0.857 0.40 1.23 DEAR_SOMETHING
- 0.010 0.0158 0.0000 1.000 0.40 0.28 RATWARE_HASH_DASH
- 0.010 0.0154 0.0000 1.000 0.40 1.27 HELO_DYNAMIC_CHELLO_NO
- 0.012 0.0180 0.0015 0.921 0.40 0.45 BANKRUPTCY
- 0.079 0.1076 0.0235 0.821 0.40 0.90 RECEIVE_OFFER
- 0.035 0.0472 0.0108 0.814 0.40 0.00 LOW_PAYMENT
- 0.034 0.0456 0.0104 0.815 0.40 1.19 SUBJ_AS_SEEN
- 0.010 0.0146 0.0000 1.000 0.39 1.44 HTTP_CTRL_CHARS_HOST
- 0.018 0.0251 0.0050 0.834 0.39 1.41 FAKE_HELO_LYCOS
- 0.044 0.0587 0.0154 0.792 0.39 0.00 BAYES_75
- 0.013 0.0190 0.0027 0.876 0.39 0.82 BILL_1618
- 0.010 0.0144 0.0000 1.000 0.39 0.00 FAKE_HELO_EMAIL_COM
- 0.012 0.0176 0.0019 0.901 0.39 1.31 FORGED_MUA_THEBAT_CS
- 0.009 0.0138 0.0000 1.000 0.39 0.00 NIGERIAN_BODY_GOVT_3
- 0.295 0.4098 0.0700 0.854 0.39 0.00 REMOVE_FROM_LIST
- 0.614 0.8566 0.1427 0.857 0.39 0.02 ORDER_NOW
- 0.329 0.4564 0.0804 0.850 0.39 0.05 HTTP_EXCESSIVE_ESCAPES
- 1.762 2.5154 0.2935 0.896 0.39 0.37 HTML_WEB_BUGS
- 0.033 0.0444 0.0108 0.805 0.39 0.26 INVALID_DATE_TZ_ABSURD
- 0.022 0.0298 0.0069 0.812 0.39 1.23 HEADER_COUNT_CTYPE
- 0.009 0.0132 0.0000 1.000 0.39 0.00 RATWARE_JPFREE
- 15.966 23.7792 0.7501 0.969 0.39 1.01 RCVD_NUMERIC_HELO
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- 0.008 0.0122 0.0008 0.941 0.38 0.00 NO_CATCH
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0.005 0.0071 0.0008 0.902 0.36 0.00 LESBIAN
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0.003 0.0051 0.0000 1.000 0.36 0.00 TO_TXT
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- 0.003 0.0045 0.0000 1.000 0.36 0.00 BTAMAIL_URL
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0.002 0.0028 0.0000 1.000 0.35 0.00 STOP_SNORING
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0.002 0.0026 0.0000 1.000 0.35 0.00 LOTS_OF_CC_LINES
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- 0.711 0.9721 0.2031 0.827 0.35 0.03 HTML_IMAGE_RATIO_12
- 0.002 0.0034 0.0008 0.814 0.35 0.00 INCOME
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0.001 0.0002 0.0038 0.049 0.31 0.00 MIME_BOUND_HEX_24
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- 0.023 0.0251 0.0192 0.566 0.31 0.38 CONGRATULATIONS
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- 0.044 0.0480 0.0362 0.570 0.28 0.00 HTML_TITLE_EXTRA
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- 0.221 0.2676 0.1316 0.670 0.27 0.00 EXCUSE_7
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- 0.027 0.0134 0.0531 0.202 0.14 0.00 JAVASCRIPT_URI
- 0.166 0.1473 0.2035 0.420 0.14 0.19 OPTING_OUT
- 0.338 0.3176 0.3781 0.456 0.13 0.05 FOR_FREE
- 0.189 0.1527 0.2597 0.370 0.11 0.15 DATE_IN_PAST_24_48
- 0.642 0.5627 0.7970 0.414 0.11 0.00 TO_ADDRESS_EQ_REAL
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+ 0.112 0.1384 0.0608 0.695 0.29 0.00 ALL_CAP_FOR_ADULTS
+ 0.136 0.1698 0.0711 0.705 0.29 0.00 EXCUSE_15
+ 5.812 7.5973 2.3338 0.765 0.29 0.00 LINES_OF_YELLING
+ 0.060 0.0681 0.0431 0.613 0.29 0.04 EXCUSE_11
+ 6.631 8.1287 3.7140 0.686 0.29 0.03 CLICK_BELOW
+ 0.864 1.1226 0.3592 0.758 0.28 0.00 HTTP_WITH_EMAIL_IN_URL
+ 0.095 0.1139 0.0596 0.656 0.28 0.07 OPTING_OUT_CAPS
+ 0.014 0.0116 0.0181 0.392 0.27 0.00 DIRECT_EMAIL
+ 0.009 0.0061 0.0146 0.295 0.27 0.00 FROM_AND_TO_SAME
+ 1.507 2.0274 0.4945 0.804 0.27 0.03 DATE_IN_PAST_03_06
+ 0.051 0.0553 0.0419 0.569 0.27 0.85 FULL_REFUND
+ 0.208 0.2515 0.1223 0.673 0.27 0.00 EARN_MONEY
+ 0.055 0.0596 0.0458 0.566 0.27 0.14 YOU_WON
+ 0.221 0.2657 0.1338 0.665 0.27 0.00 EXCUSE_7
+ 0.044 0.0466 0.0385 0.548 0.26 0.00 HTML_TITLE_EXTRA
+ 0.453 0.5679 0.2288 0.713 0.26 0.00 HTML_IMAGE_RATIO_10
+ 0.017 0.0138 0.0235 0.371 0.26 0.00 X_ESMTP
+ 0.075 0.0839 0.0573 0.594 0.26 0.06 EXCUSE_19
+ 2.371 3.0531 1.0410 0.746 0.25 0.00 URI_REDIRECTOR
+ 0.433 0.5336 0.2384 0.691 0.25 0.05 FREE_TRIAL
+ 0.140 0.1648 0.0931 0.639 0.25 0.00 WHILE_SUPPLIES
+ 7.080 5.8361 9.5033 0.380 0.25 0.12 NO_REAL_NAME
+ 1.629 2.0934 0.7233 0.743 0.25 0.03 UPPERCASE_25_50
+ 0.637 0.7803 0.3565 0.686 0.25 0.00 HTML_JAVASCRIPT
+ 0.334 0.4074 0.1904 0.682 0.24 0.08 NO_COST
+ 0.541 0.6502 0.3276 0.665 0.24 0.00 HTML_EVENT
+ 3.729 3.7686 3.6517 0.508 0.24 0.18 FROM_ENDS_IN_NUMS
+ 1.464 1.8233 0.7637 0.705 0.23 0.00 LINES_OF_YELLING_2
+ 0.086 0.0892 0.0796 0.528 0.22 0.00 WORK_AT_HOME
+ 0.333 0.3891 0.2242 0.634 0.22 0.00 WEIRD_PORT
+ 0.100 0.1046 0.0908 0.535 0.21 0.00 CASHCASHCASH
+ 0.503 0.5809 0.3511 0.623 0.21 0.05 PLING_PLING
+ 0.204 0.2189 0.1757 0.555 0.20 0.00 HTML_IMAGE_RATIO_14
+ 0.448 0.4986 0.3480 0.589 0.20 0.00 LINES_OF_YELLING_3
+ 0.593 0.6832 0.4172 0.621 0.19 0.00 US_DOLLARS_2
+ 0.051 0.0452 0.0623 0.420 0.19 0.00 NO_PURCHASE
+ 0.011 0.0030 0.0277 0.097 0.19 0.00 MIME_BOUND_DASH_DIGIT
+ 1.214 1.3415 0.9644 0.582 0.19 0.00 MAILTO_WITH_SUBJ
+ 0.444 0.4860 0.3611 0.574 0.18 0.37 DATE_IN_PAST_12_24
+ 0.563 0.6259 0.4403 0.587 0.17 0.11 FROM_HAS_MIXED_NUMS
+ 0.462 0.4951 0.3972 0.555 0.17 0.00 MISSING_HEADERS
+ 0.026 0.0132 0.0519 0.203 0.14 0.00 NO_EXPERIENCE
+ 0.026 0.0122 0.0531 0.187 0.13 0.00 JAVASCRIPT_URI
+ 0.338 0.3196 0.3726 0.462 0.13 0.00 FOR_FREE
+ 0.167 0.1453 0.2088 0.410 0.13 0.16 OPTING_OUT
+ 0.188 0.1504 0.2600 0.367 0.11 0.00 DATE_IN_PAST_24_48
+ 0.048 0.0253 0.0911 0.217 0.10 0.03 MIME_QP_DEFICIENT
+ 0.635 0.5545 0.7929 0.412 0.10 0.00 TO_ADDRESS_EQ_REAL
+ 1.121 0.6964 1.9473 0.263 0.09 0.00 MAILTO_TO_SPAM_ADDR
+ 0.617 0.5047 0.8360 0.376 0.09 0.00 EXCUSE_1
+ 0.239 0.1786 0.3576 0.333 0.08 0.00 BANG_MONEY
+ 0.171 0.1242 0.2623 0.321 0.08 0.00 FROM_HAS_ULINE_NUMS
+ 0.077 0.0385 0.1527 0.201 0.06 0.03 DATE_IN_PAST_48_96
+ 0.305 0.2219 0.4680 0.322 0.05 0.00 NO_FEE
+ 0.186 0.0981 0.3576 0.215 0.02 0.00 BAYES_50
+ 0.072 0.0197 0.1742 0.102 0.00 0.00 MIME_QP_NO_CHARSET
+ 0.220 0.1174 0.4211 0.218 0.00 0.00 TO_EMPTY
+ 0.038 0.0014 0.1084 0.013 0.00 0.00 MIME_BOUND_DIGITS_4
Rule file versions for which these results apply:
-(SpamAssassin Version string: 3.000000-pre2-cvs)
+(SpamAssassin Version string: 3.000000-pre4-cvs)
--rw-r--r-- 3 jm jm 6002 May 6 20:24 10_misc.cf
--rw-r--r-- 3 jm jm 1602 Mar 23 20:07 20_anti_ratware.cf
--rw-r--r-- 3 jm jm 9654 May 19 03:19 20_body_tests.cf
--rw-r--r-- 3 jm jm 1613 Apr 5 12:15 20_compensate.cf
--rw-r--r-- 3 jm jm 11602 Jun 15 18:51 20_dnsbl_tests.cf
--rw-rw-r-- 1 jm jm 17307 Jul 19 23:47 20_drugs.cf
--rw-r--r-- 3 jm jm 11617 May 28 20:59 20_fake_helo_tests.cf
--rw-r--r-- 2 jm jm 36396 Jul 8 18:57 20_head_tests.cf
--rw-r--r-- 3 jm jm 17714 Jun 18 18:34 20_html_tests.cf
--rw-r--r-- 3 jm jm 11816 May 5 14:35 20_meta_tests.cf
--rw-r--r-- 3 jm jm 30422 May 24 12:12 20_phrases.cf
--rw-r--r-- 3 jm jm 5864 May 28 21:03 20_porn.cf
--rw-r--r-- 3 jm jm 15704 Jul 8 19:04 20_ratware.cf
--rw-r--r-- 3 jm jm 5962 Apr 30 19:09 20_uri_tests.cf
--rw-r--r-- 3 jm jm 2334 May 6 20:24 23_bayes.cf
--rw-r--r-- 3 jm jm 9114 Mar 23 20:07 25_body_tests_es.cf
--rw-r--r-- 3 jm jm 2735 Mar 23 20:07 25_hashcash.cf
--rw-r--r-- 3 jm jm 2301 Jun 14 19:44 25_spf.cf
--rw-r--r-- 2 jm jm 2615 Jun 27 21:01 25_uribl.cf
--rw-r--r-- 3 jm jm 50549 Jun 2 00:17 30_text_de.cf
--rw-r--r-- 3 jm jm 54882 Jun 2 00:17 30_text_fr.cf
--rw-r--r-- 3 jm jm 73303 Jun 2 00:17 30_text_nl.cf
--rw-r--r-- 3 jm jm 47133 Jun 2 00:17 30_text_pl.cf
--rw-rw-r-- 1 jm jm 37082 Jul 21 19:24 50_scores.cf
--rw-r--r-- 3 jm jm 6884 Jun 7 22:32 60_whitelist.cf
--rw-rw-r-- 1 jm jm 47157 Mar 23 20:07 70_broken_rules.cf
--rw-rw-r-- 1 jm jm 12656 Jul 8 18:57 70_testing.cf
--rw-r--r-- 3 jm jm 342 Apr 28 16:50 local.cf
--rw-r--r-- 3 jm jm 3696 Mar 23 20:07 regression_tests.cf
+-rw-r--r-- 1 stern stern 6002 Jun 29 10:02 10_misc.cf
+-rw-r--r-- 1 stern stern 1602 Jun 29 10:02 20_anti_ratware.cf
+-rw-r--r-- 1 stern stern 9654 Jun 29 10:02 20_body_tests.cf
+-rw-r--r-- 1 stern stern 1613 Jun 29 10:02 20_compensate.cf
+-rw-r--r-- 1 stern stern 11769 Aug 5 00:48 20_dnsbl_tests.cf
+-rw-r--r-- 1 stern stern 17307 Jul 26 09:52 20_drugs.cf
+-rw-r--r-- 1 stern stern 11617 Jun 29 10:02 20_fake_helo_tests.cf
+-rw-r--r-- 1 stern stern 36642 Aug 3 14:04 20_head_tests.cf
+-rw-r--r-- 1 stern stern 17714 Jun 29 10:02 20_html_tests.cf
+-rw-r--r-- 1 stern stern 11818 Aug 3 14:04 20_meta_tests.cf
+-rw-r--r-- 1 stern stern 30422 Jun 29 10:02 20_phrases.cf
+-rw-r--r-- 1 stern stern 5864 Jun 29 10:02 20_porn.cf
+-rw-r--r-- 1 stern stern 15704 Jul 12 11:53 20_ratware.cf
+-rw-r--r-- 1 stern stern 5962 Jun 29 10:02 20_uri_tests.cf
+-rw-r--r-- 1 stern stern 2334 Jun 29 10:02 23_bayes.cf
+-rw-r--r-- 1 stern stern 9114 Jun 29 10:02 25_body_tests_es.cf
+-rw-r--r-- 1 stern stern 2735 Jun 29 10:02 25_hashcash.cf
+-rw-r--r-- 1 stern stern 2301 Jun 29 10:02 25_spf.cf
+-rw-r--r-- 1 stern stern 2615 Jun 29 10:02 25_uribl.cf
+-rw-r--r-- 1 stern stern 66596 Jul 26 09:52 30_text_de.cf
+-rw-r--r-- 1 stern stern 54889 Aug 5 00:48 30_text_fr.cf
+-rw-r--r-- 1 stern stern 73303 Jun 29 10:02 30_text_nl.cf
+-rw-r--r-- 1 stern stern 47133 Jun 29 10:02 30_text_pl.cf
+-rw-r--r-- 1 stern stern 33297 Aug 6 15:51 50_scores.cf
+-rw-r--r-- 1 stern stern 6884 Jun 29 10:02 60_whitelist.cf
+-rw-r--r-- 1 stern stern 47157 Jun 29 10:02 70_broken_rules.cf
+-rw-r--r-- 1 stern stern 12926 Jul 26 09:52 70_testing.cf
+-rw-r--r-- 1 stern stern 342 Jun 29 10:02 local.cf
+-rw-r--r-- 1 stern stern 3696 Jun 29 10:02 regression_tests.cf