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Posted to commits@spamassassin.apache.org by jm...@apache.org on 2005/08/12 02:05:56 UTC
svn commit: r231543 [3/6] - in /spamassassin/trunk: ./ rules/ t/ t/data/
Modified: spamassassin/trunk/rules/STATISTICS-set1.txt
URL: http://svn.apache.org/viewcvs/spamassassin/trunk/rules/STATISTICS-set1.txt?rev=231543&r1=231542&r2=231543&view=diff
==============================================================================
--- spamassassin/trunk/rules/STATISTICS-set1.txt (original)
+++ spamassassin/trunk/rules/STATISTICS-set1.txt Thu Aug 11 17:05:36 2005
@@ -3,160 +3,160 @@
Classification success on test corpora, at default threshold:
# SUMMARY for threshold 5.0:
-# 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%
+# Correctly non-spam: 53084 99.95%
+# Correctly spam: 118696 96.27%
+# False positives: 28 0.05%
+# False negatives: 4594 3.73%
+# TCR(l=50): 20.568902 SpamRecall: 96.274% SpamPrec: 99.976%
Results on test corpora at various alternative thresholds:
# SUMMARY for threshold -4.0:
-# Correctly non-spam: 451 1.57%
-# Correctly spam: 56329 100.00%
-# False positives: 28215 98.43%
-# False negatives: 1 0.00%
-# TCR(l=50): 0.039929 SpamRecall: 99.998% SpamPrec: 66.627%
+# Correctly non-spam: 279 0.53%
+# Correctly spam: 123290 100.00%
+# False positives: 52833 99.47%
+# False negatives: 0 0.00%
+# TCR(l=50): 0.046672 SpamRecall: 100.000% SpamPrec: 70.002%
# SUMMARY for threshold -3.0:
-# Correctly non-spam: 489 1.71%
-# Correctly spam: 56329 100.00%
-# False positives: 28177 98.29%
-# False negatives: 1 0.00%
-# TCR(l=50): 0.039983 SpamRecall: 99.998% SpamPrec: 66.657%
+# Correctly non-spam: 295 0.56%
+# Correctly spam: 123290 100.00%
+# False positives: 52817 99.44%
+# False negatives: 0 0.00%
+# TCR(l=50): 0.046686 SpamRecall: 100.000% SpamPrec: 70.009%
# SUMMARY for threshold -2.0:
-# 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%
+# Correctly non-spam: 454 0.85%
+# Correctly spam: 123290 100.00%
+# False positives: 52658 99.15%
+# False negatives: 0 0.00%
+# TCR(l=50): 0.046827 SpamRecall: 100.000% SpamPrec: 70.072%
# SUMMARY for threshold -1.0:
-# 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: 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%
+# Correctly non-spam: 689 1.30%
+# Correctly spam: 123290 100.00%
+# False positives: 52423 98.70%
+# False negatives: 0 0.00%
+# TCR(l=50): 0.047037 SpamRecall: 100.000% SpamPrec: 70.166%
+
+# SUMMARY for threshold 5.0:
+# Correctly non-spam: 53084 99.95%
+# Correctly spam: 118696 96.27%
+# False positives: 28 0.05%
+# False negatives: 4594 3.73%
+# TCR(l=50): 20.568902 SpamRecall: 96.274% SpamPrec: 99.976%
# SUMMARY for threshold 1.0:
-# 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%
+# Correctly non-spam: 50056 94.25%
+# Correctly spam: 122516 99.37%
+# False positives: 3056 5.75%
+# False negatives: 774 0.63%
+# TCR(l=50): 0.802805 SpamRecall: 99.372% SpamPrec: 97.566%
# SUMMARY for threshold 2.0:
-# 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%
+# Correctly non-spam: 52302 98.47%
+# Correctly spam: 122011 98.96%
+# False positives: 810 1.53%
+# False negatives: 1279 1.04%
+# TCR(l=50): 2.951004 SpamRecall: 98.963% SpamPrec: 99.341%
# SUMMARY for threshold 3.0:
-# 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%
+# Correctly non-spam: 52885 99.57%
+# Correctly spam: 120996 98.14%
+# False positives: 227 0.43%
+# False negatives: 2294 1.86%
+# TCR(l=50): 9.036206 SpamRecall: 98.139% SpamPrec: 99.813%
# SUMMARY for threshold 4.0:
-# 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%
+# Correctly non-spam: 53043 99.87%
+# Correctly spam: 120063 97.38%
+# False positives: 69 0.13%
+# False negatives: 3227 2.62%
+# TCR(l=50): 18.464879 SpamRecall: 97.383% SpamPrec: 99.943%
# SUMMARY for threshold 4.5:
-# 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%
+# Correctly non-spam: 53062 99.91%
+# Correctly spam: 119320 96.78%
+# False positives: 50 0.09%
+# False negatives: 3970 3.22%
+# TCR(l=50): 19.055641 SpamRecall: 96.780% SpamPrec: 99.958%
# SUMMARY for threshold 5.5:
-# 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%
+# Correctly non-spam: 53090 99.96%
+# Correctly spam: 117910 95.64%
+# False positives: 22 0.04%
+# False negatives: 5380 4.36%
+# TCR(l=50): 19.026235 SpamRecall: 95.636% SpamPrec: 99.981%
# SUMMARY for threshold 6.0:
-# Correctly non-spam: 28661 99.98%
-# Correctly spam: 55263 98.11%
-# False positives: 5 0.02%
-# False negatives: 1067 1.89%
-# TCR(l=50): 42.771450 SpamRecall: 98.106% SpamPrec: 99.991%
+# Correctly non-spam: 53097 99.97%
+# Correctly spam: 116927 94.84%
+# False positives: 15 0.03%
+# False negatives: 6363 5.16%
+# TCR(l=50): 17.333052 SpamRecall: 94.839% SpamPrec: 99.987%
# SUMMARY for threshold 6.5:
-# 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%
+# Correctly non-spam: 53100 99.98%
+# Correctly spam: 116037 94.12%
+# False positives: 12 0.02%
+# False negatives: 7253 5.88%
+# TCR(l=50): 15.699733 SpamRecall: 94.117% SpamPrec: 99.990%
# SUMMARY for threshold 7.0:
-# 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%
+# Correctly non-spam: 53102 99.98%
+# Correctly spam: 115198 93.44%
+# False positives: 10 0.02%
+# False negatives: 8092 6.56%
+# TCR(l=50): 14.349395 SpamRecall: 93.437% SpamPrec: 99.991%
# SUMMARY for threshold 8.0:
-# 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%
+# Correctly non-spam: 53108 99.99%
+# Correctly spam: 113043 91.69%
+# False positives: 4 0.01%
+# False negatives: 10247 8.31%
+# TCR(l=50): 11.801474 SpamRecall: 91.689% SpamPrec: 99.996%
# SUMMARY for threshold 9.0:
-# Correctly non-spam: 28665 100.00%
-# Correctly spam: 53009 94.10%
+# Correctly non-spam: 53111 100.00%
+# Correctly spam: 110631 89.73%
# False positives: 1 0.00%
-# False negatives: 3321 5.90%
-# TCR(l=50): 16.710175 SpamRecall: 94.104% SpamPrec: 99.998%
+# False negatives: 12659 10.27%
+# TCR(l=50): 9.700999 SpamRecall: 89.732% SpamPrec: 99.999%
# SUMMARY for threshold 10.0:
-# Correctly non-spam: 28665 100.00%
-# Correctly spam: 52088 92.47%
+# Correctly non-spam: 53111 100.00%
+# Correctly spam: 107717 87.37%
# False positives: 1 0.00%
-# False negatives: 4242 7.53%
-# TCR(l=50): 13.124418 SpamRecall: 92.469% SpamPrec: 99.998%
+# False negatives: 15573 12.63%
+# TCR(l=50): 7.891570 SpamRecall: 87.369% SpamPrec: 99.999%
# SUMMARY for threshold 12.0:
-# 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%
+# Correctly non-spam: 53112 100.00%
+# Correctly spam: 100729 81.70%
+# False positives: 0 0.00%
+# False negatives: 22561 18.30%
+# TCR(l=50): 5.464740 SpamRecall: 81.701% SpamPrec: 100.000%
# SUMMARY for threshold 15.0:
-# 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%
+# Correctly non-spam: 53112 100.00%
+# Correctly spam: 87908 71.30%
+# False positives: 0 0.00%
+# False negatives: 35382 28.70%
+# TCR(l=50): 3.484540 SpamRecall: 71.302% SpamPrec: 100.000%
# SUMMARY for threshold 17.0:
-# 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%
+# Correctly non-spam: 53112 100.00%
+# Correctly spam: 78551 63.71%
+# False positives: 0 0.00%
+# False negatives: 44739 36.29%
+# TCR(l=50): 2.755761 SpamRecall: 63.712% SpamPrec: 100.000%
# SUMMARY for threshold 20.0:
-# Correctly non-spam: 28666 100.00%
-# Correctly spam: 38781 68.85%
+# Correctly non-spam: 53112 100.00%
+# Correctly spam: 64583 52.38%
# False positives: 0 0.00%
-# False negatives: 17549 31.15%
-# TCR(l=50): 3.209870 SpamRecall: 68.846% SpamPrec: 100.000%
+# False negatives: 58707 47.62%
+# TCR(l=50): 2.100090 SpamRecall: 52.383% SpamPrec: 100.000%
Test hit frequencies, for spam and ham corpora:
@@ -165,829 +165,780 @@
and the 'score' field should be ignored.)
OVERALL% SPAM% HAM% S/O RANK SCORE NAME
- 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
- 9.499 14.3797 0.0004 1.000 0.98 4.11 RCVD_DOUBLE_IP_SPAM
- 35.591 53.8744 0.0054 1.000 0.97 2.51 RCVD_IN_XBL
- 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
- 6.968 10.5477 0.0015 1.000 0.96 0.00 DRUGS_ANXIETY_EREC
- 5.567 8.4274 0.0000 1.000 0.96 2.73 DRUGS_MANYKINDS
- 6.584 9.9659 0.0023 1.000 0.95 0.41 DRUGS_DIET
- 6.076 9.1967 0.0015 1.000 0.95 0.00 DRUGS_DIET_EREC
- 5.079 7.6886 0.0000 1.000 0.95 3.96 DRUGS_ANXIETY_OBFU
- 6.105 9.2407 0.0031 1.000 0.94 0.09 HELO_DYNAMIC_DHCP
- 9.837 14.8876 0.0058 1.000 0.94 0.23 DIGEST_MULTIPLE
- 4.646 7.0327 0.0000 1.000 0.94 2.72 DRUGS_SLEEP_EREC
- 4.783 7.2407 0.0008 1.000 0.94 1.54 HELO_DYNAMIC_HCC
- 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
- 8.267 12.5076 0.0138 0.999 0.88 0.00 DRUGS_ANXIETY
- 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
- 1.336 2.0207 0.0046 0.998 0.82 0.00 FORGED_AOL_HTML
- 0.916 1.3868 0.0000 1.000 0.82 0.76 DRUGS_DIET_OBFU
- 1.085 1.6408 0.0023 0.999 0.82 1.77 SUBJECT_DRUG_GAP_VIA
- 3.143 4.7501 0.0150 0.997 0.81 2.04 PYZOR_CHECK
- 0.849 1.2856 0.0004 1.000 0.81 0.89 HELO_DYNAMIC_SPLIT_IP
- 0.983 1.4862 0.0027 0.998 0.81 1.85 RCVD_IN_SORBS_SOCKS
- 0.863 1.3056 0.0008 0.999 0.81 3.38 STRONG_BUY
- 1.102 1.6653 0.0042 0.997 0.81 2.33 INVALID_TZ_EST
- 0.824 1.2473 0.0004 1.000 0.81 3.38 RATWARE_RCVD_PF
- 6.061 9.1627 0.0246 0.997 0.80 0.04 DRUGS_PAIN
- 0.846 1.2795 0.0015 0.999 0.80 3.29 MIME_BOUND_DIGITS_15
- 0.800 1.2106 0.0012 0.999 0.80 0.01 ONLINE_PHARMACY
- 1.640 2.4769 0.0112 0.996 0.79 2.85 SUBJ_ILLEGAL_CHARS
- 0.709 1.0735 0.0000 1.000 0.79 1.75 HTML_OBFUSCATE_40_50
- 1.025 1.5484 0.0062 0.996 0.79 0.00 HTML_NONELEMENT_50_60
- 2.174 3.2833 0.0161 0.995 0.78 0.00 FORGED_OUTLOOK_TAGS
- 9.062 13.6996 0.0350 0.997 0.78 1.37 DCC_CHECK
- 3.073 4.6410 0.0211 0.995 0.78 0.02 FORGED_OUTLOOK_HTML
- 0.655 0.9923 0.0000 1.000 0.78 0.52 UNIVERSITY_DIPLOMAS
- 0.618 0.9362 0.0000 1.000 0.77 2.78 HELO_DYNAMIC_YAHOOBB
- 35.592 53.8558 0.0461 0.999 0.77 1.50 MPART_ALT_DIFF
- 0.800 1.2092 0.0050 0.996 0.77 1.20 OBFUSCATING_COMMENT
- 0.796 1.2027 0.0050 0.996 0.77 1.17 HTML_ATTR_UNIQUE
- 0.575 0.8706 0.0000 1.000 0.77 3.17 VIA_GAP_GRA
- 11.971 18.0998 0.0419 0.998 0.77 2.26 LONGWORDS
- 0.677 1.0241 0.0027 0.997 0.77 0.80 HTML_NONELEMENT_70_80
- 0.645 0.9761 0.0019 0.998 0.76 1.92 SUBJECT_DRUG_GAP_C
- 1.285 1.9383 0.0123 0.994 0.76 0.00 RCVD_IN_SORBS_WEB
- 3.712 5.6066 0.0254 0.995 0.76 1.47 HTML_IMAGE_ONLY_12
- 0.554 0.8390 0.0004 1.000 0.76 0.42 HTML_SHORT_CENTER
- 0.586 0.8864 0.0015 0.998 0.76 1.25 HG_HORMONE
- 0.802 1.2112 0.0069 0.994 0.76 0.71 HTML_FONT_SIZE_LARGE
- 0.550 0.8323 0.0004 1.000 0.76 0.43 HTML_BADTAG_50_60
- 0.532 0.8050 0.0000 1.000 0.76 1.13 HTML_BADTAG_60_70
- 2.070 3.1230 0.0211 0.993 0.76 0.00 URI_AFFILIATE
- 0.519 0.7851 0.0000 1.000 0.75 1.47 EMAIL_ROT13
- 0.540 0.8169 0.0008 0.999 0.75 0.00 HTML_BADTAG_40_50
- 0.524 0.7930 0.0004 1.000 0.75 3.10 PERCENT_RANDOM
- 0.713 1.0766 0.0058 0.995 0.75 0.17 HTML_BADTAG_20_30
- 0.508 0.7696 0.0000 1.000 0.75 0.07 INVALID_TZ_CST
- 0.554 0.8378 0.0019 0.998 0.75 1.78 STOCK_ALERT
- 5.391 8.1416 0.0369 0.995 0.75 1.60 RCVD_IN_SORBS_SMTP
- 0.551 0.8325 0.0023 0.997 0.75 3.19 OBSCURED_EMAIL
- 1.673 2.5227 0.0196 0.992 0.74 1.46 SUSPICIOUS_RECIPS
- 0.571 0.8625 0.0035 0.996 0.74 0.61 DRUG_DOSAGE
- 49.029 74.1861 0.0654 0.999 0.74 2.00 URIBL_OB_SURBL
- 0.728 1.0982 0.0088 0.992 0.74 0.15 STOCK_PICK
- 0.466 0.7051 0.0015 0.998 0.73 3.00 MSGID_SPAM_ALPHA_NUM
- 2.454 3.7003 0.0281 0.992 0.73 0.95 HTML_FONT_LOW_CONTRAST
- 0.457 0.6912 0.0012 0.998 0.73 2.60 X_AUTH_WARN_FAKED
- 0.891 1.3421 0.0127 0.991 0.73 2.13 FORGED_HOTMAIL_RCVD
- 0.514 0.7768 0.0038 0.995 0.73 1.14 HTML_NONELEMENT_60_70
- 0.422 0.6391 0.0000 1.000 0.73 0.97 HTML_OBFUSCATE_60_70
- 0.695 1.0464 0.0096 0.991 0.72 1.83 ALL_NATURAL
- 0.378 0.5727 0.0000 1.000 0.72 2.96 SUBJECT_DRUG_GAP_VIC
- 1.434 2.1598 0.0219 0.990 0.72 0.48 HTML_OBFUSCATE_05_10
- 0.565 0.8514 0.0077 0.991 0.71 0.25 URI_OFFERS
- 0.464 0.6993 0.0050 0.993 0.70 0.72 SUBJECT_DIET
- 0.388 0.5861 0.0027 0.995 0.70 0.10 HTML_BADTAG_30_40
- 0.418 0.6314 0.0038 0.994 0.70 0.05 FROM_ILLEGAL_CHARS
- 0.322 0.4881 0.0000 1.000 0.70 1.21 DEEP_DISC_MEDS
- 0.429 0.6472 0.0054 0.992 0.69 1.82 HTML_SHORT_COMMENT
- 0.336 0.5073 0.0015 0.997 0.69 2.91 NIGERIAN_BODY1
- 0.489 0.7355 0.0081 0.989 0.69 0.86 HTML_TAG_BALANCE_HEAD
- 0.691 1.0383 0.0138 0.987 0.69 0.04 MONEY_BACK
- 0.367 0.5547 0.0031 0.994 0.69 0.77 SUBJECT_DRUG_GAP_P
- 0.312 0.4715 0.0000 1.000 0.69 1.33 FORGED_MUA_OIMO
- 0.321 0.4854 0.0008 0.998 0.69 1.99 BANG_EXERCISE
- 0.796 1.1966 0.0173 0.986 0.69 0.97 SUBJ_DOLLARS
- 0.305 0.4613 0.0000 1.000 0.69 2.70 RATWARE_EGROUPS
- 0.309 0.4682 0.0004 0.999 0.68 0.79 FORGED_AOL_TAGS
- 0.296 0.4484 0.0000 1.000 0.68 1.39 FORGED_MUA_THEBAT_BOUN
- 1.902 2.8597 0.0365 0.987 0.68 0.11 MIME_BASE64_TEXT
- 0.417 0.6272 0.0073 0.988 0.67 0.75 IMPOTENCE
- 0.274 0.4147 0.0000 1.000 0.67 1.40 REVERSE_AGING
- 4.590 6.9168 0.0623 0.991 0.67 0.26 HTML_TITLE_UNTITLED
- 0.310 0.4688 0.0023 0.995 0.67 0.05 FORGED_MUA_EUDORA
- 1.527 2.2939 0.0338 0.985 0.67 0.00 HTML_BACKHAIR_4
- 0.263 0.3975 0.0000 1.000 0.67 0.07 HTML_BADTAG_70_80
- 0.619 0.9285 0.0161 0.983 0.67 0.46 HTML_FONT_SIZE_NONE
- 0.270 0.4081 0.0008 0.998 0.67 0.49 NIGERIAN_BODY2
- 0.244 0.3688 0.0000 1.000 0.66 1.06 FORGED_THEBAT_HTML
- 1.473 2.2123 0.0346 0.985 0.66 1.46 DNS_FROM_RFC_BOGUSMX
- 0.243 0.3684 0.0000 1.000 0.66 1.33 HTML_OBFUSCATE_70_80
- 1.046 0.0140 3.0548 0.005 0.66 -2.82 ALL_TRUSTED
- 0.237 0.3582 0.0000 1.000 0.66 2.73 FAKE_OUTBLAZE_RCVD
- 0.401 0.6027 0.0092 0.985 0.66 0.62 HTML_COMMENT_SHORT
- 0.239 0.3613 0.0008 0.998 0.65 1.66 FORGED_IMS_HTML
- 0.222 0.3362 0.0000 1.000 0.65 2.70 KOREAN_UCE_SUBJECT
- 10.343 15.6087 0.0942 0.994 0.65 0.03 DRUGS_ERECTILE
- 0.934 1.3994 0.0273 0.981 0.65 0.84 BODY_ENHANCEMENT2
- 0.214 0.3234 0.0000 1.000 0.65 0.44 HELO_DYNAMIC_DIALIN
- 0.242 0.3655 0.0019 0.995 0.65 0.00 ENTITY_DEC_ALPHANUM
- 0.262 0.3955 0.0031 0.992 0.65 0.26 FROM_NUM_AT_WEBMAIL
- 0.208 0.3147 0.0000 1.000 0.65 1.83 HELO_DYNAMIC_ADELPHIA
- 0.469 0.7035 0.0138 0.981 0.65 0.00 HTML_NONELEMENT_40_50
- 0.339 0.5081 0.0085 0.984 0.65 1.53 DRUG_ED_CAPS
- 0.208 0.3145 0.0000 1.000 0.65 2.73 SUBJECT_DRUG_GAP_L
- 4.174 6.2816 0.0707 0.989 0.64 1.37 RCVD_ILLEGAL_IP
- 0.199 0.3015 0.0000 1.000 0.64 2.67 HDR_ORDER_TRIMRS
- 0.205 0.3102 0.0008 0.998 0.64 0.21 BANG_OPRAH
- 1.623 2.4340 0.0438 0.982 0.64 2.33 DATE_IN_FUTURE_12_24
- 0.320 0.4806 0.0081 0.983 0.64 1.16 SORTED_RECIPS
- 0.757 1.1320 0.0258 0.978 0.64 0.00 BANG_GUAR
- 0.197 0.2983 0.0004 0.999 0.64 1.03 RATWARE_NETIP
- 0.313 0.4692 0.0077 0.984 0.64 1.58 FORGED_MUA_IMS
- 0.410 0.6144 0.0127 0.980 0.63 0.00 SATIS_GUAR
- 0.509 0.7621 0.0173 0.978 0.63 0.71 HTML_SHORT_LENGTH
- 1.209 1.8103 0.0400 0.978 0.63 0.42 HTML_FONT_SIZE_TINY
- 0.183 0.2776 0.0004 0.999 0.63 0.42 DRUG_ED_SILD
- 0.291 0.4372 0.0069 0.984 0.63 1.89 SAVE_THOUSANDS
- 0.183 0.2770 0.0004 0.999 0.63 1.93 NIGERIAN_BODY3
- 27.177 41.0685 0.1411 0.997 0.63 0.53 BIZ_TLD
- 0.181 0.2732 0.0004 0.999 0.63 1.46 FAKE_HELO_MSN
- 0.283 0.4243 0.0073 0.983 0.63 0.24 GUARANTEED_STUFF
- 0.343 0.5126 0.0115 0.978 0.63 0.32 AS_SEEN_ON
- 1.175 1.7572 0.0408 0.977 0.63 0.64 SUBJ_HAS_SPACES
- 0.742 1.1086 0.0281 0.975 0.62 2.06 WHY_WAIT
- 0.471 0.7039 0.0177 0.975 0.62 0.48 BODY_ENHANCEMENT
- 0.244 0.3665 0.0058 0.985 0.62 2.37 HAIR_LOSS
- 0.191 0.2884 0.0023 0.992 0.62 0.38 HTML_MISSING_CTYPE
- 0.164 0.2479 0.0000 1.000 0.62 1.85 FORGED_IMS_TAGS
- 0.277 0.4150 0.0081 0.981 0.62 0.41 HTML_LINK_PUSH_HERE
- 4.270 6.4187 0.0884 0.986 0.61 0.10 HTML_MIME_NO_HTML_TAG
- 0.161 0.2426 0.0008 0.997 0.61 1.76 MORE_SEX
- 0.315 0.4714 0.0115 0.976 0.61 1.68 FROM_ALL_NUMS
- 1.634 2.4453 0.0542 0.978 0.61 0.47 HTML_FONT_TINY
- 0.174 0.2619 0.0023 0.991 0.61 0.00 HELO_DYNAMIC_CHELLO_NL
- 0.357 0.5334 0.0146 0.973 0.61 0.49 SUBJ_BUY
- 0.214 0.3206 0.0065 0.980 0.60 0.46 ROUND_THE_WORLD_LOCAL
- 0.724 1.0794 0.0323 0.971 0.60 0.00 HTML_LINK_CLICK_CAPS
- 16.644 25.1171 0.1534 0.994 0.60 1.83 RCVD_IN_BL_SPAMCOP_NET
- 0.719 1.0715 0.0319 0.971 0.60 0.00 MAILTO_SUBJ_REMOVE
- 0.152 0.2296 0.0015 0.993 0.60 1.01 X_ORIG_IP_NOT_IPV4
- 0.138 0.2094 0.0000 1.000 0.60 2.54 SUBJECT_SEXUAL
- 0.132 0.2001 0.0000 1.000 0.60 2.41 RATWARE_OE_MALFORMED
- 0.215 0.3210 0.0073 0.978 0.60 0.00 MIME_BASE64_ILLEGAL
- 0.129 0.1946 0.0000 1.000 0.60 1.31 HTML_BADTAG_80_90
- 5.636 8.4657 0.1288 0.985 0.60 1.05 RCVD_IN_SBL
- 0.128 0.1932 0.0000 1.000 0.60 0.79 HELO_DYNAMIC_ROGERS
- 0.145 0.2183 0.0019 0.991 0.59 0.82 TERRA_ES
- 0.127 0.1926 0.0008 0.996 0.59 1.18 DRUG_ED_GENERIC
- 2.369 3.5416 0.0869 0.976 0.59 0.64 INVALID_TZ_GMT
- 0.119 0.1796 0.0000 1.000 0.59 1.38 NIGERIAN_BODY4
- 3.113 4.6663 0.0911 0.981 0.59 2.17 FORGED_YAHOO_RCVD
- 1.271 1.8951 0.0565 0.971 0.59 0.01 HTML_TABLE_THICK_BORD
- 1.161 1.7309 0.0515 0.971 0.59 0.25 BAD_CREDIT
- 0.164 0.2456 0.0046 0.982 0.59 1.76 HTML_TAG_EXIST_MARQUEE
- 10.564 15.9113 0.1553 0.990 0.59 1.14 RCVD_IN_RFC_IPWHOIS
- 0.768 1.1412 0.0408 0.966 0.59 0.03 RCVD_FAKE_HELO_DOTCOM
- 0.346 0.5140 0.0188 0.965 0.58 0.00 CLICK_TO_REMOVE_1
- 0.141 0.2122 0.0031 0.986 0.58 1.37 X_LIBRARY
- 0.142 0.2128 0.0035 0.984 0.58 1.29 MILLION_USD
- 0.114 0.1727 0.0004 0.998 0.58 1.52 DRUGS_SMEAR1
- 0.183 0.2728 0.0073 0.974 0.58 2.05 DATE_IN_FUTURE_24_48
- 0.111 0.1681 0.0000 1.000 0.58 2.44 NOT_ADVISOR
- 0.431 0.6406 0.0235 0.965 0.58 0.00 HTML_COMMENT_SHOUTING
- 0.765 1.1365 0.0427 0.964 0.58 0.28 MIME_HTML_MOSTLY
- 0.118 0.1784 0.0015 0.991 0.58 1.28 HTML_FONT_SIZE_HUGE
- 0.213 0.3165 0.0104 0.968 0.58 0.72 MARKETING_PARTNERS
- 0.126 0.1885 0.0031 0.984 0.57 0.34 ENGLISH_UCE_SUBJECT
- 0.103 0.1553 0.0000 1.000 0.57 1.01 HELO_DYNAMIC_RR2
- 0.435 0.6454 0.0246 0.963 0.57 0.53 FRONTPAGE
- 0.160 0.2386 0.0065 0.973 0.57 0.00 DIET_2
- 0.941 1.3984 0.0515 0.964 0.57 1.05 RCVD_IN_NJABL_SPAM
- 0.105 0.1590 0.0008 0.995 0.57 2.37 WE_HONOR_ALL
- 1.373 2.0425 0.0704 0.967 0.57 0.48 MIME_HEADER_CTYPE_ONLY
- 0.132 0.1977 0.0046 0.977 0.57 1.32 RATWARE_HASH_2_V2
- 0.126 0.1887 0.0038 0.980 0.57 2.30 DATE_IN_FUTURE_48_96
- 0.845 1.2536 0.0492 0.962 0.57 0.00 HTML_BADTAG_10_20
- 0.122 0.1823 0.0038 0.979 0.57 2.36 FORGED_MUA_MOZILLA
- 0.096 0.1454 0.0000 1.000 0.57 0.99 RATWARE_MOZ_MALFORMED
- 0.096 0.1446 0.0000 1.000 0.56 2.35 MIME_BOUND_RKFINDY
- 0.095 0.1432 0.0000 1.000 0.56 0.81 HELO_DYNAMIC_VTR
- 0.119 0.1782 0.0038 0.979 0.56 2.19 NA_DOLLARS
- 1.466 2.1792 0.0773 0.966 0.56 0.49 DNS_FROM_RFC_WHOIS
- 0.096 0.1454 0.0012 0.992 0.56 0.83 RATWARE_GECKO_BUILD
- 0.437 0.6472 0.0292 0.957 0.56 2.02 HEAD_ILLEGAL_CHARS
- 0.132 0.1972 0.0065 0.968 0.56 0.65 CONSOLIDATE_DEBT
- 0.154 0.2286 0.0085 0.964 0.56 0.43 GUARANTEED_100_PERCENT
- 0.102 0.1527 0.0023 0.985 0.55 0.97 NO_FORMS
- 0.099 0.1488 0.0019 0.987 0.55 0.00 NO_CREDIT_CHECK
- 0.117 0.1754 0.0046 0.974 0.55 0.00 RATWARE_HASH_2
- 0.095 0.1426 0.0012 0.992 0.55 2.29 MSGID_OUTLOOK_INVALID
- 0.086 0.1308 0.0000 1.000 0.55 2.35 CONFIRMED_FORGED
- 0.103 0.1541 0.0035 0.978 0.55 0.86 FROM_OFFERS
- 0.088 0.1326 0.0008 0.994 0.55 1.20 HTML_CONVERTED
- 0.090 0.1357 0.0012 0.992 0.55 0.10 HTML_ATTR_BAD
- 0.423 0.6246 0.0296 0.955 0.55 1.32 GAPPY_SUBJECT
- 7.466 11.2032 0.1930 0.983 0.55 0.00 HTML_IMAGE_RATIO_02
- 0.703 1.0387 0.0492 0.955 0.54 0.07 HTML_NONELEMENT_20_30
- 2.944 4.3879 0.1342 0.970 0.54 1.57 MISSING_SUBJECT
- 0.083 0.1254 0.0008 0.994 0.54 1.82 DRUG_ED_ONLINE
- 0.345 0.5089 0.0258 0.952 0.54 0.00 HTML_SHOUTING4
- 0.077 0.1171 0.0000 1.000 0.54 1.32 HELO_DYNAMIC_HEXIP
- 0.079 0.1185 0.0008 0.994 0.54 2.25 MIME_BOUND_MANY_HEX
- 0.081 0.1215 0.0012 0.991 0.54 0.91 YAHOO_DRS_REDIR
- 0.200 0.2943 0.0150 0.952 0.54 1.92 SOME_BREAKTHROUGH
- 0.451 0.6644 0.0358 0.949 0.54 0.00 LOW_PRICE
- 0.191 0.2821 0.0146 0.951 0.54 2.25 TO_MALFORMED
- 0.078 0.1177 0.0012 0.990 0.54 1.52 RATWARE_STORM_URI
- 0.108 0.1596 0.0062 0.963 0.54 0.00 ONE_TIME_MAILING
- 0.070 0.1059 0.0000 1.000 0.53 0.28 SUBJ_2_NUM_PARENS
- 0.068 0.1025 0.0000 1.000 0.53 0.13 MULTI_FORGED
- 0.739 1.0869 0.0611 0.947 0.53 0.82 MIME_BASE64_BLANKS
- 1.729 2.5634 0.1054 0.961 0.53 0.39 HTML_TAG_BALANCE_BODY
- 0.065 0.0988 0.0000 1.000 0.53 2.17 FAKE_HELO_MAIL_COM_DOM
- 0.442 0.6507 0.0365 0.947 0.53 0.14 HTML_00_10
- 0.343 0.5055 0.0281 0.947 0.53 0.13 HTML_COMMENT_SAVED_URL
- 0.665 0.9794 0.0527 0.949 0.53 0.25 MIME_MISSING_BOUNDARY
- 0.666 0.9804 0.0542 0.948 0.53 0.27 X_MSMAIL_PRIORITY_HIGH
- 0.063 0.0950 0.0000 1.000 0.53 1.20 CONFIDENTIAL_ORDER
- 1.659 2.4581 0.1034 0.960 0.53 1.28 HTML_IMAGE_ONLY_16
- 0.061 0.0928 0.0000 1.000 0.53 1.06 DIET_3
- 1.529 2.2653 0.0954 0.960 0.52 1.08 FORGED_HOTMAIL_RCVD2
- 0.059 0.0893 0.0000 1.000 0.52 2.10 WRINKLES
- 0.112 0.1659 0.0085 0.951 0.52 0.92 MORTGAGE_BEST
- 0.232 0.3408 0.0211 0.942 0.52 1.06 TRACKER_ID
- 0.058 0.0881 0.0000 1.000 0.52 2.09 EXCUSE_23
- 0.279 0.4099 0.0238 0.945 0.52 1.43 PORN_URL_SEX
- 2.400 3.5578 0.1469 0.960 0.52 0.00 RCVD_DOUBLE_IP_LOOSE
- 0.056 0.0847 0.0000 1.000 0.52 2.16 HTML_FORMACTION_MAILTO
- 0.514 0.7554 0.0450 0.944 0.52 0.56 USERPASS
- 0.101 0.1488 0.0077 0.951 0.52 0.73 EXCUSE_6
- 0.161 0.2355 0.0150 0.940 0.51 0.02 IP_LINK_PLUS
- 0.053 0.0802 0.0000 1.000 0.51 1.91 CHINA_HEADER
- 1.955 2.8872 0.1403 0.954 0.51 0.36 DIET_1
- 0.050 0.0763 0.0000 1.000 0.51 2.13 FAKE_HELO_EXCITE
- 0.091 0.1337 0.0065 0.953 0.51 0.57 PORN_URL_MISC
- 0.048 0.0731 0.0000 1.000 0.51 0.64 HELO_DYNAMIC_HOME_NL
- 0.050 0.0755 0.0004 0.995 0.51 2.16 FORWARD_LOOKING
- 0.077 0.1140 0.0050 0.958 0.51 0.00 HTML_SHOUTING5
- 0.696 1.0178 0.0684 0.937 0.51 0.38 EXCUSE_10
- 0.045 0.0684 0.0000 1.000 0.51 0.39 HDR_ORDER_MTSRIX
- 1.936 2.8556 0.1450 0.952 0.50 0.00 HTML_SHOUTING3
- 0.122 0.1788 0.0127 0.934 0.50 0.08 HTML_EMBEDS
- 0.156 0.2278 0.0165 0.932 0.50 1.36 SUB_HELLO
- 0.044 0.0000 0.1296 0.000 0.50 -8.00 HABEAS_USER
- 0.054 0.0804 0.0019 0.977 0.50 2.07 SUBJ_LIFE_INSURANCE
- 4.463 6.6522 0.2007 0.971 0.50 0.07 HTML_FONT_INVISIBLE
- 0.150 0.2185 0.0169 0.928 0.50 0.54 UPPERCASE_75_100
- 0.046 0.0008 0.1330 0.006 0.49 -4.30 RCVD_IN_BSP_TRUSTED
- 0.058 0.0867 0.0035 0.962 0.49 0.00 BAYES_95
- 1.790 2.6333 0.1473 0.947 0.49 0.00 HTML_BACKHAIR_2
- 0.055 0.0820 0.0035 0.960 0.49 1.97 FAKE_HELO_MAIL_COM
- 0.040 0.0597 0.0004 0.994 0.49 0.25 FORGED_QUALCOMM_TAGS
- 0.103 0.1493 0.0115 0.928 0.49 1.97 WEIRD_QUOTING
- 0.059 0.0871 0.0042 0.954 0.49 0.00 BAYES_90
- 0.043 0.0640 0.0015 0.977 0.49 1.02 PORN_URL_SLUT
- 0.997 1.4595 0.0961 0.938 0.49 0.07 DATE_IN_FUTURE_03_06
- 0.041 0.0008 0.1207 0.007 0.49 0.00 BAYES_10
- 4.549 6.7726 0.2207 0.968 0.49 0.00 DNS_FROM_RFC_DSN
- 0.237 0.3441 0.0273 0.927 0.49 0.00 MORTGAGE_PITCH
- 0.044 0.0660 0.0023 0.966 0.49 1.27 AMAZING_STUFF
- 0.081 0.1187 0.0088 0.931 0.49 0.69 MORTGAGE_RATES
- 0.038 0.0573 0.0012 0.980 0.48 0.38 FREE_PREVIEW
- 0.073 0.1067 0.0077 0.933 0.48 2.07 SUBJ_YOUR_DEBT
- 5.829 8.6718 0.2953 0.967 0.48 0.48 INFO_TLD
- 0.310 0.4510 0.0361 0.926 0.48 0.01 HTML_NONELEMENT_30_40
- 0.037 0.0553 0.0004 0.993 0.48 0.00 WHY_PAY_MORE
- 0.034 0.0518 0.0000 1.000 0.48 0.60 HTTP_77
- 0.037 0.0561 0.0012 0.980 0.48 1.74 ROUND_THE_WORLD
- 0.038 0.0565 0.0015 0.974 0.48 1.81 URI_4YOU
- 0.038 0.0565 0.0015 0.974 0.48 1.47 RATWARE_RCVD_LC_ESMTP
- 0.178 0.2576 0.0231 0.918 0.48 1.11 FROM_HAS_MIXED_NUMS3
- 0.040 0.0597 0.0023 0.963 0.48 0.00 HIDE_WIN_STATUS
- 0.609 0.8840 0.0738 0.923 0.48 0.09 HTTP_ESCAPED_HOST
- 30.961 46.6673 0.3922 0.992 0.48 0.14 RCVD_IN_SORBS_DUL
- 0.046 0.0680 0.0042 0.941 0.48 1.83 DISGUISE_PORN
- 0.047 0.0693 0.0046 0.938 0.48 1.19 BILLION_DOLLARS
- 0.115 0.1655 0.0154 0.915 0.47 1.72 FORGED_JUNO_RCVD
- 0.034 0.0004 0.1004 0.004 0.47 0.00 BAYES_05
- 0.033 0.0498 0.0004 0.992 0.47 1.30 SUBJ_GUARANTEED
- 0.043 0.0628 0.0038 0.942 0.47 0.34 OFFSHORE_SCAM
- 0.037 0.0547 0.0015 0.973 0.47 0.65 FORGED_EUDORAMAIL_RCVD
- 0.067 0.0972 0.0081 0.923 0.47 1.43 DATE_IN_FUTURE_96_XX
- 0.032 0.0478 0.0000 1.000 0.47 16.00 HABEAS_INFRINGER
- 0.342 0.4949 0.0442 0.918 0.47 1.31 FROM_NO_LOWER
- 0.493 0.7126 0.0657 0.916 0.47 1.13 BLANK_LINES_70_80
- 31.331 47.2168 0.4133 0.991 0.47 1.66 RCVD_IN_NJABL_DUL
- 0.305 0.4409 0.0411 0.915 0.46 0.00 BANG_MORE
- 0.095 0.1373 0.0138 0.908 0.46 0.90 CREDIT_CARD
- 0.214 0.3082 0.0300 0.911 0.46 1.41 ADDRESS_IN_SUBJECT
- 0.034 0.0504 0.0023 0.956 0.46 0.44 NASTY_GIRLS
- 0.903 1.3078 0.1165 0.918 0.46 0.00 MAILTO_TO_REMOVE
- 0.030 0.0450 0.0008 0.983 0.46 0.39 REFINANCE_YOUR_HOME
- 0.032 0.0474 0.0015 0.969 0.46 0.00 SUBJ_YOUR_FAMILY
- 0.026 0.0399 0.0000 1.000 0.46 0.09 RCVD_AM_PM
- 0.030 0.0450 0.0012 0.975 0.46 1.97 PORN_15
- 12.849 19.2495 0.3926 0.980 0.46 0.00 RCVD_IN_SORBS_HTTP
- 0.037 0.0543 0.0038 0.934 0.46 0.01 REFINANCE_NOW
- 1.742 2.5399 0.1876 0.931 0.46 0.18 HTML_IMAGE_RATIO_04
- 0.024 0.0369 0.0000 1.000 0.45 1.88 BANG_QUOTE
- 1.720 2.5102 0.1830 0.932 0.45 0.84 HTML_IMAGE_ONLY_20
- 0.025 0.0369 0.0004 0.990 0.45 1.88 HELO_DYNAMIC_VELOX
- 0.029 0.0427 0.0015 0.965 0.45 0.01 FIN_FREE
- 0.023 0.0346 0.0000 1.000 0.45 0.23 WITH_LC_SMTP
- 0.023 0.0348 0.0004 0.989 0.45 1.79 COMPETE
- 0.022 0.0340 0.0000 1.000 0.45 1.86 MSGID_FROM_MTA_HOTMAIL
- 0.034 0.0500 0.0042 0.922 0.45 0.34 FROM_NO_USER
- 0.132 0.1881 0.0231 0.891 0.45 0.03 URG_BIZ
- 0.124 0.1768 0.0223 0.888 0.45 1.51 SOMETHING_FOR_ADULTS
- 51.999 78.4712 0.4756 0.994 0.45 0.54 URIBL_WS_SURBL
- 0.045 0.0640 0.0081 0.888 0.45 0.00 ACT_NOW_CAPS
- 0.022 0.0326 0.0000 1.000 0.45 0.49 HTML_OBFUSCATE_80_90
- 0.029 0.0431 0.0027 0.941 0.44 1.73 CUM_SHOT
- 0.039 0.0032 0.1084 0.028 0.44 0.00 BAYES_25
- 0.030 0.0437 0.0031 0.934 0.44 0.00 MEET_SINGLES
- 0.025 0.0363 0.0015 0.959 0.44 1.57 NUMERIC_HTTP_ADDR
- 0.021 0.0320 0.0000 1.000 0.44 0.20 HTML_OBFUSCATE_90_100
- 1.219 1.7629 0.1592 0.917 0.44 1.00 HTML_IMAGE_ONLY_24
- 13.754 20.6003 0.4291 0.980 0.44 0.00 RCVD_IN_SORBS_MISC
- 0.020 0.0308 0.0000 1.000 0.44 1.76 MSGID_SPAM_ZEROES
- 0.384 0.5478 0.0654 0.893 0.44 1.39 INVALID_MSGID
- 0.021 0.0320 0.0008 0.977 0.44 1.27 EXCUSE_24
- 15.276 22.8917 0.4537 0.981 0.44 1.38 DNS_FROM_RFC_POST
- 0.043 0.0610 0.0085 0.878 0.44 1.10 SUBJ_FOR_ONLY
- 0.020 0.0304 0.0004 0.988 0.44 1.52 BARGAIN_URL
- 0.993 1.4271 0.1484 0.906 0.44 0.00 HTML_TAG_BALANCE_HTML
- 0.026 0.0371 0.0031 0.924 0.44 1.86 SELECTED_YOU
- 0.019 0.0281 0.0000 1.000 0.43 0.56 FAKED_UNDISC_RECIPS
- 0.044 0.0618 0.0092 0.870 0.43 0.00 URI_LONG_HOSTNAME
- 0.023 0.0334 0.0019 0.946 0.43 1.70 UNCLAIMED_MONEY
- 0.020 0.0300 0.0008 0.975 0.43 1.08 JS_FROMCHARCODE
- 42.600 64.2313 0.4979 0.992 0.43 0.63 URIBL_SBL
- 0.023 0.0332 0.0019 0.945 0.43 1.75 BLANK_LINES_90_100
- 0.027 0.0391 0.0038 0.910 0.43 1.74 FREE_QUOTE_INSTANT
- 0.019 0.0286 0.0008 0.974 0.43 0.14 BE_BOSS
- 0.017 0.0265 0.0000 1.000 0.43 0.67 FORGED_TELESP_RCVD
- 0.062 0.0873 0.0131 0.870 0.43 0.00 HTML_TAG_EXIST_PARAM
- 0.044 0.0612 0.0096 0.864 0.43 0.55 THE_BEST_RATE
- 0.017 0.0259 0.0000 1.000 0.43 0.86 MSGID_SPAM_99X9XX99
- 0.033 0.0468 0.0058 0.890 0.43 1.76 GET_PAID
- 0.121 0.1703 0.0242 0.875 0.43 0.00 REPLY_TO_ULINE_NUMS
- 4.761 7.0234 0.3568 0.952 0.43 0.10 EXCUSE_3
- 0.033 0.0474 0.0062 0.885 0.43 1.78 DOMAIN_4U2
- 0.102 0.1430 0.0211 0.871 0.43 0.08 ADDR_FREE
- 0.019 0.0284 0.0012 0.961 0.43 0.47 HTML_SHOUTING7
- 0.016 0.0245 0.0000 1.000 0.43 1.79 SENT_IN_COMPLIANCE
- 18.023 27.0363 0.4818 0.982 0.43 1.03 RCVD_IN_NJABL_PROXY
- 0.024 0.0344 0.0035 0.909 0.43 1.36 SEDUCTION
- 1.014 1.4532 0.1592 0.901 0.43 0.00 HTML_NONELEMENT_10_20
- 0.770 1.0946 0.1369 0.889 0.43 0.59 HOT_NASTY
- 0.018 0.0269 0.0012 0.959 0.42 1.78 BUY_DIRECT
- 0.031 0.0435 0.0062 0.876 0.42 0.64 JOIN_MILLIONS
- 12.771 19.0917 0.4687 0.976 0.42 1.70 MSGID_FROM_MTA_ID
- 0.186 0.2627 0.0369 0.877 0.42 0.38 SEE_FOR_YOURSELF
- 0.025 0.0356 0.0046 0.885 0.42 0.60 WHILE_YOU_SLEEP
- 0.081 0.1140 0.0181 0.863 0.42 0.00 MSGID_NO_HOST
- 1.148 1.6460 0.1780 0.902 0.42 0.11 MIME_BOUND_NEXTPART
- 0.081 0.1134 0.0181 0.863 0.42 0.00 BLANK_LINES_80_90
- 2.982 4.3467 0.3249 0.930 0.42 0.29 HTML_10_20
- 1.218 1.7467 0.1880 0.903 0.42 0.08 NORMAL_HTTP_TO_IP
- 2.855 4.1562 0.3211 0.928 0.42 1.19 PRIORITY_NO_NAME
- 0.030 0.0421 0.0062 0.872 0.42 1.76 NIGERIAN_SUBJECT2
- 0.033 0.0462 0.0073 0.864 0.42 0.02 HTML_SHOUTING9
- 0.014 0.0213 0.0000 1.000 0.42 1.39 PREST_NON_ACCREDITED
- 0.014 0.0209 0.0000 1.000 0.42 1.36 REMOVE_POSTAL
- 0.025 0.0348 0.0050 0.874 0.42 1.77 EXCUSE_4
- 0.015 0.0221 0.0004 0.983 0.42 0.67 HARDCORE_PORN
- 0.014 0.0205 0.0000 1.000 0.42 1.79 RESISTANCE_IS_FUTILE
- 0.023 0.0326 0.0042 0.885 0.42 0.36 LIVE_PORN
- 0.015 0.0225 0.0008 0.967 0.42 0.31 FROM_NONSENDING_DOMAIN
- 0.013 0.0201 0.0000 1.000 0.41 0.90 RCVD_BONUS_SPC_DATE
- 0.245 0.3459 0.0492 0.875 0.41 0.03 SUB_FREE_OFFER
- 0.680 0.9617 0.1323 0.879 0.41 1.12 SUBJ_HAS_UNIQ_ID
- 0.070 0.0974 0.0173 0.849 0.41 0.00 HTML_WIN_OPEN
- 0.013 0.0196 0.0000 1.000 0.41 0.76 MICRO_CAP_WARNING
- 0.016 0.0239 0.0019 0.926 0.41 0.96 HIDDEN_CHARGES
- 0.023 0.0320 0.0046 0.874 0.41 0.33 URI_IS_POUND
- 0.013 0.0190 0.0000 1.000 0.41 0.91 FAKE_HELO_EUDORAMAIL
- 0.013 0.0198 0.0004 0.981 0.41 0.35 MAIL_IN_ORDER_FORM
- 6.468 9.5594 0.4506 0.955 0.41 0.50 HTML_20_30
- 0.112 0.1567 0.0261 0.857 0.41 1.11 ITS_LEGAL
- 0.012 0.0188 0.0000 1.000 0.41 1.08 YAHOO_RD_REDIR
- 0.036 0.0496 0.0096 0.838 0.41 0.02 FREE_PORN
- 0.035 0.0478 0.0092 0.838 0.41 1.69 SUBJ_AS_SEEN
- 0.012 0.0180 0.0000 1.000 0.41 0.18 DRUG_ED_COMBO
- 5.067 7.4604 0.4087 0.948 0.41 0.20 HTML_TEXT_AFTER_HTML
- 0.035 0.0482 0.0096 0.834 0.41 0.00 LOW_PAYMENT
- 0.085 0.1171 0.0215 0.845 0.41 0.00 EXCUSE_REMOVE
- 0.011 0.0174 0.0000 1.000 0.41 0.19 HELO_DYNAMIC_NTL
- 13.245 19.7835 0.5187 0.974 0.41 0.03 FORGED_RCVD_NET_HELO
- 0.022 0.0310 0.0054 0.852 0.41 0.17 FREE_SAMPLE
- 1.833 2.6400 0.2626 0.910 0.41 0.60 REMOVE_PAGE
- 2.013 2.8913 0.3030 0.905 0.40 0.00 MIME_BASE64_NO_NAME
- 0.012 0.0182 0.0008 0.959 0.40 0.77 AMATEUR_PORN
- 0.011 0.0168 0.0000 1.000 0.40 0.95 RATWARE_HASH_DASH
- 0.011 0.0166 0.0000 1.000 0.40 0.23 HELO_DYNAMIC_CHELLO_NO
- 0.011 0.0166 0.0000 1.000 0.40 0.44 YOU_CAN_SEARCH
- 0.055 0.0743 0.0161 0.821 0.40 0.00 LOW_INTEREST
- 0.018 0.0255 0.0038 0.869 0.40 0.00 ONE_TIME
- 0.011 0.0164 0.0000 1.000 0.40 1.66 NO_MEDICAL
- 1.711 2.4611 0.2518 0.907 0.40 0.00 HTML_IMAGE_RATIO_06
- 0.016 0.0231 0.0031 0.883 0.40 1.27 BEEN_TURNED_DOWN
- 0.017 0.0245 0.0038 0.864 0.40 1.65 FAKE_HELO_LYCOS
- 0.191 0.2661 0.0446 0.856 0.40 1.00 SPF_HELO_SOFTFAIL
- 0.010 0.0154 0.0000 1.000 0.40 1.67 HTTP_CTRL_CHARS_HOST
- 0.015 0.0213 0.0031 0.874 0.40 0.12 TO_NO_USER
- 0.105 0.1452 0.0265 0.846 0.40 0.93 RCVD_IN_NJABL_RELAY
- 0.009 0.0142 0.0000 1.000 0.40 0.00 NIGERIAN_BODY_GOVT_3
- 0.203 0.2825 0.0484 0.854 0.40 0.80 DEAR_SOMETHING
- 0.012 0.0174 0.0015 0.919 0.40 1.09 BANKRUPTCY
- 0.012 0.0170 0.0015 0.917 0.39 0.41 FORGED_MUA_THEBAT_CS
- 0.009 0.0000 0.0269 0.000 0.39 -0.10 RCVD_IN_BSP_OTHER
- 0.037 0.0504 0.0123 0.804 0.39 0.99 EXTRA_CASH
- 0.022 0.0292 0.0065 0.817 0.39 1.68 HEADER_COUNT_CTYPE
- 0.009 0.0132 0.0000 1.000 0.39 0.00 RATWARE_JPFREE
- 0.012 0.0176 0.0023 0.884 0.39 1.69 BILL_1618
- 0.420 0.5875 0.0927 0.864 0.39 0.02 NO_RDNS_DOTCOM_HELO
- 0.010 0.0140 0.0008 0.948 0.39 0.46 PORN_16
- 0.010 0.0146 0.0012 0.927 0.39 0.84 URIBL_PH_SURBL
- 0.008 0.0124 0.0000 1.000 0.39 0.00 HELO_DYNAMIC_TELIA
- 1.765 2.5189 0.2976 0.894 0.39 0.01 HTML_WEB_BUGS
- 15.971 23.7864 0.7590 0.969 0.39 1.53 RCVD_NUMERIC_HELO
- 0.073 0.0986 0.0223 0.816 0.39 0.45 RICH
- 0.008 0.0122 0.0000 1.000 0.39 0.00 FAKE_HELO_EMAIL_COM
- 0.041 0.0549 0.0142 0.794 0.39 0.00 BAYES_75
- 0.032 0.0427 0.0112 0.793 0.39 0.00 INVALID_DATE_TZ_ABSURD
- 0.617 0.8589 0.1469 0.854 0.39 0.00 ORDER_NOW
- 0.330 0.4593 0.0781 0.855 0.38 0.65 HTTP_EXCESSIVE_ESCAPES
- 0.007 0.0109 0.0000 1.000 0.38 0.00 NONEXISTENT_CHARSET
- 0.296 0.4101 0.0731 0.849 0.38 0.04 REMOVE_FROM_LIST
- 0.079 0.1079 0.0242 0.817 0.38 0.95 RECEIVE_OFFER
- 0.008 0.0122 0.0008 0.941 0.38 0.00 PAY_SITE
- 1.027 1.4484 0.2076 0.875 0.38 0.09 X_PRIORITY_HIGH
- 0.007 0.0103 0.0000 1.000 0.38 0.00 CABLE_CONVERTER
- 0.007 0.0103 0.0000 1.000 0.38 0.00 FORGED_GW05_RCVD
- 7.441 10.9722 0.5683 0.951 0.38 0.19 HTML_90_100
- 0.658 0.9182 0.1507 0.859 0.38 0.00 MIME_QP_EXCESSIVE
- 0.007 0.0099 0.0000 1.000 0.38 0.00 JAPANESE_UCE_SUBJECT
- 0.460 0.6377 0.1130 0.849 0.38 0.01 HTML_FONT_FACE_BAD
- 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
- 0.009 0.0128 0.0019 0.870 0.38 0.00 MULTI_REMOVAL_1WORD
- 5.828 8.5584 0.5144 0.943 0.38 0.00 MISSING_MIMEOLE
- 0.009 0.0122 0.0015 0.888 0.38 0.00 EARNINGS
- 0.006 0.0093 0.0000 1.000 0.38 0.00 INVALUABLE_MARKETING
- 1.360 1.9253 0.2599 0.881 0.38 0.00 SAVE_MONEY
- 0.020 0.0257 0.0077 0.770 0.38 0.81 CELL_PHONE_IMPROVE
- 0.055 0.0729 0.0204 0.782 0.38 0.26 BEST_PORN
- 0.006 0.0091 0.0000 1.000 0.38 0.00 JODY
- 0.006 0.0091 0.0000 1.000 0.38 0.00 COPY_ACCURATELY
- 0.031 0.0401 0.0123 0.765 0.38 0.00 ALL_CAPS_GUAR
- 0.009 0.0124 0.0019 0.866 0.38 0.00 FAKE_HELO_YAHOO_CA
- 0.018 0.0235 0.0069 0.773 0.38 0.50 SUBJ_2_CREDIT
- 0.722 1.0051 0.1723 0.854 0.38 0.00 CLICK_BELOW_CAPS
- 1.783 2.5241 0.3414 0.881 0.38 0.04 HTML_TITLE_EMPTY
- 0.006 0.0089 0.0000 1.000 0.38 0.00 ORDER_REPORT
- 0.006 0.0089 0.0000 1.000 0.38 0.00 FORGED_MX_HOTMAIL
- 0.006 0.0089 0.0000 1.000 0.38 0.00 TO_RECIP_MARKER
- 0.013 0.0168 0.0042 0.799 0.38 1.18 FREE_MEMBERSHIP
- 1.169 1.6493 0.2353 0.875 0.38 0.00 HTML_IMAGE_RATIO_08
- 0.006 0.0093 0.0004 0.960 0.38 0.00 OUR_AFFILIATE_PARTNERS
- 0.006 0.0087 0.0000 1.000 0.37 0.00 USERNAME_IN_SUBJECT
- 0.012 0.0166 0.0042 0.797 0.37 0.86 EARN_PER_WEEK
- 0.007 0.0095 0.0008 0.925 0.37 0.00 NONSECURED_CREDIT
- 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
- 0.012 0.0160 0.0042 0.791 0.37 1.57 PORN_CELEBRITY
- 2.089 2.9773 0.3603 0.892 0.37 0.00 MSGID_FROM_MTA_HEADER
- 0.041 0.0541 0.0165 0.766 0.37 0.00 LINK_TO_NO_SCHEME
- 4.914 7.1971 0.4714 0.939 0.37 0.15 HTML_TEXT_AFTER_BODY
- 0.012 0.0156 0.0042 0.787 0.37 0.00 BARELY_LEGAL
- 0.304 0.4156 0.0854 0.830 0.37 0.00 SAVE_UP_TO
- 0.008 0.0117 0.0023 0.835 0.37 0.00 LONG_DISTANCE
- 14.451 21.3959 0.9347 0.958 0.37 0.02 RCVD_BY_IP
- 0.005 0.0073 0.0000 1.000 0.37 0.00 HELO_DYNAMIC_VIRTUA
- 0.005 0.0073 0.0000 1.000 0.37 0.00 MDAEMON_2_7_4
- 0.005 0.0071 0.0000 1.000 0.37 0.00 FORGED_JUNO_FROM
- 0.075 0.0998 0.0261 0.792 0.37 0.00 ENTITY_DEC_SPACE
- 0.004 0.0065 0.0000 1.000 0.37 0.00 NO_GIMMICK
- 0.096 0.1294 0.0308 0.808 0.37 0.00 MIME_BASE64_LATIN
- 56.104 83.9836 1.8417 0.979 0.37 1.49 RAZOR2_CF_RANGE_51_100
- 0.007 0.0101 0.0023 0.814 0.37 0.00 BILL_SECTION
- 0.005 0.0077 0.0008 0.909 0.37 0.00 LESBIAN
- 0.004 0.0063 0.0000 1.000 0.37 0.00 MSGID_3_DOLLARS
- 0.004 0.0063 0.0000 1.000 0.37 0.00 RATWARE_VC_IPA
- 0.344 0.4733 0.0911 0.839 0.37 0.22 EXTRA_MPART_TYPE
- 5.505 8.0458 0.5591 0.935 0.37 0.07 DNS_FROM_AHBL_RHSBL
- 41.957 62.6268 1.7275 0.973 0.36 1.16 MIME_HTML_ONLY
- 0.009 0.0121 0.0035 0.777 0.36 0.00 APPLY_ONLINE
- 1.715 2.4190 0.3441 0.875 0.36 0.23 INVALID_DATE
- 0.004 0.0063 0.0004 0.943 0.36 0.00 CANNOT_BE_SPAM
- 0.006 0.0085 0.0015 0.847 0.36 0.00 SERIOUS_ONLY
- 18.494 27.4278 1.1070 0.961 0.36 0.01 MIME_HTML_NO_CHARSET
- 0.004 0.0053 0.0000 1.000 0.36 0.00 BTAMAIL_URL
- 0.004 0.0053 0.0000 1.000 0.36 0.00 NIGERIAN_SCAM_VIRTUE
- 0.014 0.0176 0.0065 0.729 0.36 0.00 ACCEPT_CREDIT_CARDS
- 0.006 0.0079 0.0015 0.837 0.36 0.00 FREE_PASSWORD
- 0.013 0.0160 0.0058 0.735 0.36 1.50 NO_DISAPPOINTMENT
- 0.005 0.0073 0.0012 0.864 0.36 0.00 NIGERIAN_SUBJECT1
- 12.366 18.2335 0.9466 0.951 0.36 0.23 HTML_FONT_BIG
- 0.200 0.2695 0.0650 0.806 0.36 0.00 HTML_EVENT_UNSAFE
- 0.112 0.1495 0.0392 0.792 0.36 1.49 FROM_STARTS_WITH_NUMS
- 55.815 83.4460 2.0359 0.976 0.36 0.15 RAZOR2_CHECK
- 0.004 0.0053 0.0004 0.933 0.36 0.00 MEGA_SITE
- 0.069 0.0905 0.0261 0.776 0.36 0.05 DO_IT_TODAY
- 0.003 0.0047 0.0000 1.000 0.36 0.00 TO_TXT
- 0.412 0.5630 0.1184 0.826 0.36 0.41 US_DOLLARS_3
- 0.004 0.0051 0.0004 0.930 0.36 0.00 GET_STARTED_NOW
- 0.003 0.0049 0.0004 0.928 0.36 0.00 X_PRI_MISMATCH_HI
- 0.026 0.0322 0.0127 0.717 0.36 0.00 HTML_SHOUTING6
- 0.008 0.0109 0.0038 0.739 0.36 0.00 HTML_ALL_CAPS
- 0.003 0.0041 0.0000 1.000 0.36 0.00 NIGERIAN_SUBJECT6
- 0.003 0.0041 0.0000 1.000 0.36 0.00 FAKE_HELO_MAILCITY
- 0.006 0.0075 0.0019 0.796 0.36 0.00 SEX_FEST
- 0.004 0.0061 0.0012 0.842 0.36 0.00 LYING_EYES
- 0.010 0.0122 0.0046 0.726 0.36 0.69 TARGETED
- 0.003 0.0040 0.0000 1.000 0.36 0.00 RECEIVED_IDENT_SQUID
- 0.003 0.0043 0.0004 0.919 0.36 0.00 YAHOO_SRD_REDIR
- 0.002 0.0038 0.0000 1.000 0.36 0.00 INTL_DRIVERS_LICENSE
- 0.002 0.0038 0.0000 1.000 0.36 0.00 X_PMFLAGS_PRESENT
- 0.002 0.0036 0.0000 1.000 0.35 0.00 MSGID_THREESIXSIX
- 0.014 0.0174 0.0077 0.693 0.35 1.48 CELL_PHONE_FREE
- 0.010 0.0126 0.0054 0.701 0.35 0.45 INITIAL_INVEST
- 0.301 0.4099 0.0888 0.822 0.35 0.00 ENTITY_DEC_OTHER
- 0.002 0.0034 0.0000 1.000 0.35 0.00 SAFEGUARD_NOTICE
- 0.011 0.0132 0.0058 0.697 0.35 1.50 START_NOW_CAPS
- 1.905 2.6841 0.3880 0.874 0.35 0.00 HTML_NONELEMENT_00_10
- 0.277 0.3746 0.0880 0.810 0.35 0.02 MISSING_DATE
- 0.221 0.2975 0.0727 0.804 0.35 0.00 SUBJ_FREE_CAP
- 0.002 0.0036 0.0004 0.902 0.35 0.00 NOT_ML_MARKETING
- 0.002 0.0028 0.0000 1.000 0.35 0.00 LOTS_OF_CC_LINES
- 0.002 0.0028 0.0000 1.000 0.35 0.00 USE_IDENTITY
- 0.009 0.0113 0.0050 0.693 0.35 0.00 FIND_ANYTHING
- 0.002 0.0026 0.0000 1.000 0.35 0.00 BZ_TLD
- 0.017 0.0209 0.0100 0.677 0.35 0.42 MILLION_EMAIL
- 0.269 0.3615 0.0877 0.805 0.35 1.08 DATE_IN_PAST_96_XX
- 0.003 0.0036 0.0008 0.822 0.35 0.00 INCOME
- 0.002 0.0024 0.0000 1.000 0.35 0.00 OUR_STRICT_ANTI
- 0.002 0.0024 0.0000 1.000 0.35 0.00 STOP_SNORING
- 0.002 0.0034 0.0008 0.814 0.35 0.00 THIS_IS_AN_AD
- 0.002 0.0026 0.0004 0.870 0.35 0.00 FORGED_MUA_MSN
- 0.001 0.0020 0.0000 1.000 0.35 0.00 WALAA
- 0.710 0.9723 0.1999 0.829 0.35 0.02 HTML_IMAGE_RATIO_12
- 0.001 0.0018 0.0000 1.000 0.35 0.00 TO_INVESTORS
- 0.001 0.0018 0.0000 1.000 0.35 0.00 READ_TO_END
- 0.001 0.0018 0.0000 1.000 0.35 0.00 RATWARE_SCREWUP_1
- 0.001 0.0018 0.0000 1.000 0.35 0.00 FAKE_HELO_CARAMAIL
- 0.006 0.0073 0.0035 0.679 0.35 0.00 HTML_SHOUTING8
- 0.002 0.0022 0.0004 0.850 0.35 0.00 FORGED_YAHOO_RCVD_SMTP
- 0.001 0.0016 0.0000 1.000 0.35 0.00 BTAMAIL_HEADER
- 0.002 0.0030 0.0012 0.720 0.34 0.00 SUBJ_DOUBLE_YOUR
- 5.323 7.6807 0.7340 0.913 0.34 0.09 HTML_40_50
- 0.001 0.0014 0.0000 1.000 0.34 0.00 NOT_INTENDED
- 0.001 0.0014 0.0000 1.000 0.34 0.00 MORTGAGE_LINKS
- 0.001 0.0014 0.0000 1.000 0.34 0.00 X_ENC_PRESENT
- 0.001 0.0014 0.0000 1.000 0.34 0.00 RATWARE_EVAMAIL
- 0.008 0.0097 0.0054 0.643 0.34 0.00 UP_TO_OR_MORES
- 0.005 0.0059 0.0031 0.658 0.34 0.00 NO_INVENTORY
- 0.528 0.7151 0.1649 0.813 0.34 0.03 LOTS_OF_STUFF
- 0.001 0.0012 0.0000 1.000 0.34 0.00 APPLY_FREE
- 0.001 0.0012 0.0000 1.000 0.34 0.00 FRIEND_PUBLIC
- 0.001 0.0012 0.0000 1.000 0.34 0.00 HIDDEN_ASSETS
- 0.001 0.0012 0.0000 1.000 0.34 0.00 HELO_DYNAMIC_TDS
- 0.001 0.0012 0.0000 1.000 0.34 0.00 RECEIVED_CACHEFLOW
- 52.616 75.7199 7.6495 0.908 0.34 0.00 HTML_MESSAGE
- 0.001 0.0016 0.0004 0.804 0.34 0.00 RATWARE_IMKTG
- 2.021 2.8473 0.4118 0.874 0.34 1.39 UNDISC_RECIPS
- 0.001 0.0010 0.0000 1.000 0.34 0.00 CHANGE_TERMS
- 0.001 0.0010 0.0000 1.000 0.34 0.00 BUY_JUDGEMENTS
- 0.001 0.0010 0.0000 1.000 0.34 0.00 WEALTH
- 0.001 0.0010 0.0000 1.000 0.34 0.00 FURTHER_TRANSMISSIONS
- 0.002 0.0028 0.0015 0.643 0.34 0.00 NO_INVESTMENT
- 0.001 0.0018 0.0008 0.698 0.34 0.00 FREE_INVESTMENT
- 0.001 0.0008 0.0000 1.000 0.34 0.00 MORTGAGE_WAITING
- 0.001 0.0008 0.0000 1.000 0.34 0.00 MSGID_4NUMS_DOLLAR
- 0.001 0.0008 0.0000 1.000 0.34 0.00 RATWARE_OE_PI
- 0.001 0.0008 0.0000 1.000 0.34 0.00 MSGID_SPAM_1
- 0.001 0.0008 0.0000 1.000 0.34 0.00 CREDITORS_CALLING
- 0.165 0.2165 0.0642 0.771 0.34 0.00 SAVINGS
- 0.106 0.1397 0.0419 0.769 0.34 0.77 DEAR_FRIEND
- 0.000 0.0006 0.0000 1.000 0.34 0.00 NO_SELLING
- 0.000 0.0006 0.0000 1.000 0.34 0.00 FORGED_RCVD_FROM_NUM
- 0.002 0.0024 0.0015 0.607 0.34 0.00 FREE_INSTALL
- 0.000 0.0004 0.0000 1.000 0.34 0.00 FRIEND_AT_PUBLIC
- 0.000 0.0004 0.0000 1.000 0.34 0.00 RATWARE_MMAILER
- 0.000 0.0004 0.0000 1.000 0.34 0.00 RUSSIAN_UCE_SUBJECT
- 0.000 0.0004 0.0000 1.000 0.34 0.00 RCVD_IN_NJABL_CGI
- 0.686 0.9324 0.2057 0.819 0.34 0.00 MANY_EXCLAMATIONS
- 5.726 8.2245 0.8620 0.905 0.34 0.10 HTML_50_60
- 0.001 0.0008 0.0004 0.673 0.34 0.00 DIG_UP_INFO
- 0.014 0.0166 0.0096 0.633 0.34 1.41 REPLY_TO_EMPTY
- 0.000 0.0002 0.0000 1.000 0.34 0.00 MSGID_SPAM_6LETTER
- 0.000 0.0002 0.0000 1.000 0.34 0.00 HTTP_ENTITIES_HOST
- 0.000 0.0002 0.0000 1.000 0.34 0.00 SUBJ_FREE_INSTANT
- 0.000 0.0002 0.0000 1.000 0.34 0.00 RATWARE_EMPTY_HELO
- 0.000 0.0002 0.0000 1.000 0.34 0.00 MORTGAGE_NETWORK
- 0.000 0.0002 0.0000 1.000 0.34 0.00 NEVER_ANOTHER
- 0.000 0.0000 0.0000 0.500 0.34 0.00
- 0.000 0.0000 0.0000 0.500 0.34 0.00 DATE_YEAR_ZERO_FIRST
- 0.000 0.0000 0.0000 0.500 0.34 2.50 HEAD_LONG
- 0.000 0.0000 0.0000 0.500 0.34 0.00 SUBJ_HAS_TIME_ID
- 0.000 0.0000 0.0000 0.500 0.34 0.00 ID_UNIQUE
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_DIFFOND
- 0.000 0.0000 0.0000 0.500 0.34 0.00 NO_DNS_FOR_FROM
- 0.000 0.0000 0.0000 0.500 0.34 0.00 X_LIST_UNSUBSCRIBE
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_XMAILER
- 0.000 0.0000 0.0000 0.500 0.34 0.00 TO_FILENAME
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RATWARE_BAD_REFS
- 0.000 0.0000 0.0000 0.500 0.34 0.00 PRIORITY_MAIL
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_MAPS_RSS
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_SORBS_BLOCK
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_MAPS_DUL
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_MAPS_RBL
- 0.000 0.0000 0.0000 0.500 0.34 0.00 X_PRECEDENCE_REF
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_NJABL_MULTI
- 0.000 0.0000 0.0000 0.500 0.34 0.00 X_MAILER_GIBBERISH
- 0.000 0.0000 0.0000 0.500 0.34 0.00 NO_MIDDLEMAN
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_BY_QVES_COM
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_6_CAPS_ESMTP_ID
- 0.000 0.0000 0.0000 0.500 0.34 0.00 VAR_REF_IN_RECEIVED
- 0.000 0.0000 0.0000 0.500 0.34 0.00 X_SERV_HOST_PRESENT
- 0.000 0.0000 0.0000 0.500 0.34 0.00 X_STORMPOST_TO
- 0.000 0.0000 0.0000 0.500 0.34 0.00 SUBJ_RIPPED
- 0.000 0.0000 0.0000 0.500 0.34 0.00 RCVD_IN_MAPS_NML
- 0.000 0.0000 0.0000 0.500 0.34 0.00 X_MAIL_ID_PRESENT
- 0.000 0.0004 0.0004 0.507 0.34 0.00 EXCUSE_22
- 0.003 0.0028 0.0023 0.545 0.34 0.00 BUGGY_CGI
- 0.009 0.0097 0.0065 0.597 0.34 0.00 AOL_USERS_LINK
- 0.001 0.0012 0.0012 0.507 0.34 0.00 ONCE_IN_LIFETIME
- 1.132 1.5403 0.3372 0.820 0.34 0.21 DATE_IN_PAST_06_12
- 0.000 0.0002 0.0004 0.339 0.34 0.00 EXCUSE_21
- 0.023 0.0273 0.0146 0.651 0.33 0.89 YOUR_INCOME
- 0.002 0.0024 0.0023 0.507 0.33 0.00 NEW_CUSTOMER
- 0.909 1.2264 0.2907 0.808 0.33 0.00 HTML_BACKHAIR_1
- 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
- 0.250 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
- 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
+ 176402 123290 53112 0.699 0.00 0.00 (all messages)
+100.000 69.8915 30.1085 0.699 0.00 0.00 (all messages as %)
+ 17.858 25.5495 0.0019 1.000 1.00 3.60 URIBL_SC_SURBL
+ 10.679 15.2794 0.0000 1.000 0.99 3.60 MIME_BOUND_DD_DIGITS
+ 13.709 19.6131 0.0038 1.000 0.99 3.20 RCVD_HELO_IP_MISMATCH
+ 34.349 49.1410 0.0113 1.000 0.99 3.36 URIBL_JP_SURBL
+ 17.579 25.1480 0.0075 1.000 0.98 3.11 RCVD_IN_XBL
+ 7.739 11.0723 0.0000 1.000 0.98 3.36 SUBJ_ILLEGAL_CHARS
+ 9.889 14.1471 0.0038 1.000 0.98 3.31 URIBL_AB_SURBL
+ 5.563 7.9593 0.0000 1.000 0.96 2.51 FORGED_OUTLOOK_HTML
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+ 7.006 10.0219 0.0056 0.999 0.96 3.36 HELO_DYNAMIC_IPADDR
+ 4.837 6.9203 0.0000 1.000 0.95 3.52 X_MESSAGE_INFO
+ 4.460 6.3801 0.0038 0.999 0.94 1.86 RATWARE_OUTLOOK_NONAME
+ 4.165 5.9599 0.0000 1.000 0.93 3.36 FORGED_MUA_OUTLOOK
+ 4.218 6.0337 0.0019 1.000 0.93 2.17 MSGID_RANDY
+ 6.395 9.1443 0.0132 0.999 0.93 0.28 HTML_SHORT_LINK_IMG_1
+ 4.491 6.4223 0.0075 0.999 0.93 2.18 REPTO_QUOTE_YAHOO
+ 4.391 6.2795 0.0075 0.999 0.92 2.83 PYZOR_CHECK
+ 60.590 86.6761 0.0358 1.000 0.92 0.00 BAYES_99
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+ 3.977 5.6866 0.0094 0.998 0.90 1.82 RCVD_IN_SORBS_SOCKS
+ 2.644 3.7830 0.0000 1.000 0.90 3.28 HELO_DYNAMIC_HCC
+ 2.737 3.9160 0.0019 1.000 0.90 1.82 DATE_SPAMWARE_Y2K
+ 2.611 3.7359 0.0000 1.000 0.90 3.09 RATWARE_ZERO_TZ
+ 4.529 6.4725 0.0188 0.997 0.90 1.38 RATWARE_MS_HASH
+ 2.895 4.1390 0.0056 0.999 0.89 3.21 HELO_DYNAMIC_IPADDR2
+ 2.488 3.5599 0.0000 1.000 0.89 3.24 URI_NO_WWW_INFO_CGI
+ 2.553 3.6524 0.0019 0.999 0.89 3.28 RATWARE_NAME_ID
+ 2.658 3.8008 0.0056 0.999 0.89 2.16 MSGID_DOLLARS
+ 2.327 3.3295 0.0000 1.000 0.88 3.28 FROM_ILLEGAL_CHARS
+ 2.235 3.1982 0.0000 1.000 0.88 1.27 MSGID_YAHOO_CAPS
+ 2.488 3.5583 0.0038 0.999 0.88 2.15 REMOVE_BEFORE_LINK
+ 3.016 4.3110 0.0113 0.997 0.88 2.87 DNS_FROM_RFC_DSN
+ 2.442 3.4926 0.0038 0.999 0.88 2.89 NO_PRESCRIPTION
+ 5.580 7.9698 0.0320 0.996 0.88 2.33 FROM_LOCAL_NOVOWEL
+ 3.167 4.5251 0.0151 0.997 0.87 0.95 HTML_SHORT_LINK_IMG_2
+ 2.094 2.9954 0.0000 1.000 0.87 3.20 MSGID_DOLLARS_RANDOM
+ 2.655 3.7943 0.0113 0.997 0.87 0.05 DRUGS_ANXIETY
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+ 2.067 2.9573 0.0019 0.999 0.86 0.10 DRUGS_ANXIETY_EREC
+ 2.025 2.8980 0.0000 1.000 0.86 3.12 HEADER_SPAM
+ 2.689 3.8405 0.0151 0.996 0.86 1.15 HTTP_EXCESSIVE_ESCAPES
+ 2.070 2.9605 0.0038 0.999 0.86 2.96 INVESTMENT_ADVICE
+ 2.042 2.9208 0.0019 0.999 0.86 1.43 HTML_TINY_FONT
+ 3.115 4.4480 0.0207 0.995 0.85 0.23 DIGEST_MULTIPLE
+ 1.913 2.7358 0.0019 0.999 0.85 0.73 FUZZY_VPILL
+ 1.998 2.8559 0.0056 0.998 0.85 0.61 FUZZY_VLIUM
+ 1.711 2.4479 0.0000 1.000 0.84 3.16 FORGED_MSGID_YAHOO
+ 3.521 5.0255 0.0282 0.994 0.84 1.64 HTML_IMAGE_ONLY_12
+ 1.881 2.6896 0.0038 0.999 0.84 0.53 INTERRUPTUS
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+ 2.175 3.1049 0.0151 0.995 0.83 1.34 UNIQUE_WORDS
+ 1.899 2.7139 0.0075 0.997 0.83 0.88 FUZZY_CPILL
+ 1.442 2.0626 0.0000 1.000 0.82 0.00 DRUGS_ANXIETY_OBFU
+ 1.431 2.0472 0.0000 1.000 0.82 1.59 FUZZY_VICODIN
+ 3.480 4.9631 0.0358 0.993 0.82 1.47 SPF_SOFTFAIL
+ 1.844 2.6328 0.0132 0.995 0.81 0.13 HTML_BACKHAIR_8
+ 4.355 6.2114 0.0471 0.992 0.81 0.50 RAZOR2_CF_RANGE_51_100
+ 1.825 2.6052 0.0132 0.995 0.81 2.60 NO_DNS_FOR_FROM
+ 4.210 6.0029 0.0471 0.992 0.81 0.50 RAZOR2_CHECK
+ 1.673 2.3887 0.0113 0.995 0.81 0.99 DRUGS_DIET
+ 7.940 11.3294 0.0734 0.994 0.80 0.10 DRUGS_ERECTILE
+ 1.758 2.5095 0.0151 0.994 0.80 0.00 BAYES_95
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+ 21.953 31.3724 0.0885 0.997 0.80 1.99 RCVD_IN_SORBS_DUL
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+ 1.039 1.4867 0.0000 1.000 0.79 1.44 PERCENT_RANDOM
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+ 3.369 4.7968 0.0546 0.989 0.77 1.00 URI_NOVOWEL
+ 0.934 1.3359 0.0000 1.000 0.77 2.88 FUZZY_PRESCRIPT
+ 0.961 1.3740 0.0019 0.999 0.77 2.88 HTML_IMAGE_ONLY_04
+ 0.928 1.3278 0.0000 1.000 0.77 2.88 RATWARE_EFROM
+ 2.550 3.6288 0.0471 0.987 0.76 0.03 HTTP_ESCAPED_HOST
+ 1.237 1.7633 0.0151 0.992 0.76 0.77 HTML_FONT_LOW_CONTRAST
+ 28.012 40.0276 0.1186 0.997 0.76 1.80 RCVD_IN_DSBL
+ 1.128 1.6076 0.0132 0.992 0.76 0.03 DRUGS_MUSCLE
+ 7.545 10.7519 0.0998 0.991 0.76 1.81 RCVD_IN_WHOIS_BOGONS
+ 2.414 3.4334 0.0471 0.986 0.76 0.63 HTML_IMAGE_ONLY_16
+ 0.897 1.2840 0.0000 1.000 0.76 2.59 RATWARE_RCVD_AT
+ 0.922 1.3180 0.0038 0.997 0.75 2.10 ONLINE_PHARMACY
+ 1.162 1.6563 0.0151 0.991 0.75 2.03 DNS_FROM_RFC_BOGUSMX
+ 1.627 2.3149 0.0301 0.987 0.75 2.01 DATE_IN_FUTURE_03_06
+ 0.916 1.3091 0.0038 0.997 0.75 0.01 REPTO_QUOTE_AOL
+ 0.846 1.2102 0.0000 1.000 0.75 2.88 FUZZY_MILLION
+ 28.724 0.0576 95.2685 0.001 0.75 0.00 BAYES_00
+ 0.830 1.1883 0.0000 1.000 0.75 2.66 DRUGS_SLEEP_EREC
+ 0.913 1.3042 0.0056 0.996 0.74 2.88 HELO_DYNAMIC_SPLIT_IP
+ 2.416 3.4342 0.0527 0.985 0.74 0.00 RCVD_DOUBLE_IP_LOOSE
+ 2.613 3.7124 0.0603 0.984 0.74 0.02 HTML_FONT_TINY
+ 1.404 1.9977 0.0264 0.987 0.74 2.00 DNS_FROM_SECURITYSAGE
+ 0.793 1.1339 0.0000 1.000 0.74 2.88 RATWARE_RCVD_PF
+ 0.798 1.1404 0.0019 0.998 0.74 2.78 FUZZY_PLEASE
+ 0.909 1.2969 0.0075 0.994 0.74 0.03 DRUGS_SLEEP
+ 0.948 1.3513 0.0113 0.992 0.74 1.40 HTML_OBFUSCATE_10_20
+ 1.724 2.4503 0.0377 0.985 0.74 0.06 SUBJECT_EXCESS_BASE64
+ 0.776 1.1104 0.0000 1.000 0.74 2.80 REPTO_QUOTE_MSN
+ 0.918 1.3099 0.0094 0.993 0.74 1.91 RCVD_IN_NJABL_SPAM
+ 2.247 3.1917 0.0527 0.984 0.73 0.52 HTML_SHORT_LINK_IMG_3
+ 18.614 26.5723 0.1412 0.995 0.73 1.71 RCVD_IN_NJABL_DUL
+ 0.769 1.0998 0.0000 1.000 0.73 2.66 HTTP_77
+ 1.564 2.2224 0.0358 0.984 0.73 2.15 PRIORITY_NO_NAME
+ 0.804 1.1485 0.0056 0.995 0.73 1.51 FUZZY_REFINANCE
+ 0.768 1.0974 0.0019 0.998 0.72 0.55 HTML_TITLE_SUBJ_DIFF
+ 5.054 7.1863 0.1054 0.986 0.72 0.00 RCVD_IN_SORBS_HTTP
+ 1.007 1.4324 0.0188 0.987 0.72 0.81 FRONTPAGE
+ 0.771 1.1015 0.0038 0.997 0.72 2.35 MSGID_SPAM_LETTERS
+ 0.697 0.9968 0.0000 1.000 0.72 2.80 HELO_DYNAMIC_COMCAST
+ 0.761 1.0877 0.0038 0.997 0.72 1.03 DAV_NON_HOTMAIL
+ 1.527 2.1672 0.0414 0.981 0.72 0.00 BAYES_60
+ 1.032 1.4665 0.0245 0.984 0.71 2.08 SPF_HELO_SOFTFAIL
+ 4.880 6.9365 0.1073 0.985 0.71 0.51 HTML_MIME_NO_HTML_TAG
+ 0.679 0.9709 0.0000 1.000 0.71 2.72 HTML_OBFUSCATE_20_30
+ 0.649 0.9279 0.0000 1.000 0.70 0.74 INVALID_TZ_EST
+ 1.288 1.8266 0.0377 0.980 0.70 0.06 HTML_TITLE_UNTITLED
+ 0.750 1.0698 0.0075 0.993 0.70 0.85 SUSPICIOUS_RECIPS
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+ 0.669 0.9555 0.0038 0.996 0.70 2.64 FUZZY_ERECT
+ 0.798 1.1347 0.0151 0.987 0.70 1.65 RCVD_FAKE_HELO_DOTCOM
+ 0.859 1.2215 0.0188 0.985 0.70 0.65 SUBJ_HAS_SPACES
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+ 2.074 2.9378 0.0678 0.977 0.69 0.64 HTML_IMAGE_ONLY_20
+ 0.694 0.9903 0.0075 0.992 0.69 1.36 RUDE_HTML
+ 0.675 0.9620 0.0075 0.992 0.69 2.25 BAD_ENC_HEADER
+ 0.581 0.8314 0.0000 1.000 0.69 2.56 FUZZY_OBLIGATION
+ 0.581 0.8314 0.0000 1.000 0.69 2.64 INVESTMENT_EXPERT
+ 1.614 2.2865 0.0546 0.977 0.69 0.70 MIME_HTML_MOSTLY
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+ 0.574 0.8208 0.0000 1.000 0.69 2.72 SUBJECT_DRUG_GAP_VIC
+ 1.886 2.6701 0.0659 0.976 0.69 1.34 MISSING_SUBJECT
+ 30.884 44.1179 0.1638 0.996 0.69 1.53 URIBL_WS_SURBL
+ 1.200 1.6984 0.0433 0.975 0.68 1.71 INVALID_MSGID
+ 0.681 0.9709 0.0094 0.990 0.68 0.35 DRUG_ED_CAPS
+ 0.563 0.8054 0.0000 1.000 0.68 2.53 FUZZY_PRICES
+ 0.586 0.8362 0.0038 0.996 0.68 2.07 URI_UNSUBSCRIBE
+ 0.597 0.8525 0.0056 0.993 0.68 1.61 MILLION_USD
+ 0.552 0.7892 0.0000 1.000 0.68 2.49 RATWARE_EGROUPS
+ 0.564 0.8062 0.0019 0.998 0.68 2.11 HTML_EHTML2
+ 0.659 0.9384 0.0113 0.988 0.67 0.45 FUZZY_AMBIEN
+ 0.555 0.7933 0.0019 0.998 0.67 1.64 SUBJECT_FUZZY_VPILL
+ 0.535 0.7657 0.0000 1.000 0.67 2.33 SUBJECT_DRUG_GAP_X
+ 0.566 0.8079 0.0038 0.995 0.67 0.01 REPTO_QUOTE_QUALCOMM
+ 1.570 2.2183 0.0640 0.972 0.67 0.65 ADVANCE_FEE_2
+ 0.632 0.8987 0.0113 0.988 0.67 0.59 IMPOTENCE
+ 0.520 0.7446 0.0000 1.000 0.67 2.56 FUZZY_PHARMACY
+ 0.732 1.0390 0.0188 0.982 0.67 1.57 DATE_IN_PAST_96_XX
+ 2.139 3.0221 0.0885 0.972 0.67 1.76 INVALID_DATE
+ 0.778 1.1031 0.0245 0.978 0.67 0.72 X_MAILER_SPAM
+ 4.826 6.8432 0.1450 0.979 0.66 1.17 BIZ_TLD
+ 0.501 0.7170 0.0000 1.000 0.66 2.39 FORGED_THEBAT_HTML
+ 0.498 0.7130 0.0000 1.000 0.66 1.16 FUZZY_PHENT
+ 0.532 0.7592 0.0038 0.995 0.66 0.62 ALL_NATURAL
+ 0.498 0.7121 0.0000 1.000 0.66 2.28 FORGED_MUA_THEBAT_BOUN
+ 0.575 0.8184 0.0094 0.989 0.66 0.01 MONEY_BACK
+ 0.889 1.2580 0.0339 0.974 0.66 0.00 X_MSMAIL_PRIORITY_HIGH
+ 0.494 0.7073 0.0000 1.000 0.66 2.46 FORGED_MSGID_HOTMAIL
+ 2.777 3.9225 0.1186 0.971 0.65 0.23 RCVD_ILLEGAL_IP
+ 0.482 0.6894 0.0000 1.000 0.65 1.33 HTML_TITLE_LONG
+ 0.478 0.6838 0.0000 1.000 0.65 2.27 FORGED_IMS_HTML
+ 1.308 1.8444 0.0640 0.966 0.65 0.69 UNRESOLVED_TEMPLATE
+ 0.603 0.8549 0.0169 0.981 0.65 1.17 HTML_OBFUSCATE_05_10
+ 0.440 0.6302 0.0000 1.000 0.65 2.48 URI_NO_WWW_BIZ_CGI
+ 0.601 0.8533 0.0169 0.981 0.65 0.00 SPOOF_OURI
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+ 10.714 15.2543 0.1751 0.989 0.64 0.33 RCVD_IN_NJABL_PROXY
+ 0.440 0.6286 0.0038 0.994 0.63 1.94 SPOOF_COM2COM
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+ 0.408 0.5832 0.0000 1.000 0.63 2.48 HTML_OBFUSCATE_30_40
+ 0.425 0.6067 0.0019 0.997 0.63 1.59 DRUG_DOSAGE
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+ 0.577 0.8168 0.0207 0.975 0.62 0.00 URI_AFFILIATE
+ 0.807 1.1363 0.0433 0.963 0.62 0.08 MPART_ALT_DIFF_COUNT
+ 0.396 0.5653 0.0019 0.997 0.62 1.94 FORGED_MUA_EUDORA
+ 0.375 0.5361 0.0000 1.000 0.62 2.42 VIA_GAP_GRA
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+ 0.344 0.4915 0.0019 0.996 0.60 0.97 FUZZY_ROLEX
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+ 0.518 0.7316 0.0226 0.970 0.60 0.14 BANG_GUAR
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+ 1.329 1.8623 0.0923 0.953 0.60 0.12 X_PRIORITY_HIGH
+ 0.317 0.4534 0.0000 1.000 0.60 2.40 FORGED_MSGID_EXCITE
+ 0.779 1.0942 0.0490 0.957 0.60 0.01 US_DOLLARS_3
+ 4.525 6.3987 0.1751 0.973 0.59 0.93 FORGED_YAHOO_RCVD
+ 0.371 0.5280 0.0075 0.986 0.59 1.47 FROM_BLANK_NAME
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+ 0.470 0.6627 0.0226 0.967 0.59 0.40 HTML_LINK_PUSH_HERE
+ 1.029 1.4389 0.0791 0.948 0.59 1.54 SUBJECT_ENCODED_TWICE
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+ 0.354 0.5021 0.0094 0.982 0.58 2.16 FROM_ENDS_IN_NUMS
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+ 0.305 0.4339 0.0056 0.987 0.57 1.42 QUALIFY_FOR_THIS
+ 0.528 0.7422 0.0320 0.959 0.57 0.62 BODY_ENHANCEMENT2
+ 0.333 0.4729 0.0094 0.980 0.57 1.29 TRACKER_ID
+ 0.299 0.4258 0.0056 0.987 0.57 1.12 OBFUSCATING_COMMENT
+ 0.272 0.3893 0.0000 1.000 0.57 2.12 FORGED_IMS_TAGS
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+ 0.312 0.4429 0.0075 0.983 0.57 0.04 RCVD_IN_SORBS_SMTP
+ 0.402 0.5670 0.0207 0.965 0.57 0.00 HTML_FONT_SIZE_TINY
+ 0.617 0.8630 0.0471 0.948 0.57 1.24 BLANK_LINES_70_80
+ 0.282 0.4023 0.0038 0.991 0.57 2.04 MORE_SEX
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+ 0.255 0.3642 0.0000 1.000 0.56 2.32 REPLICA_WATCH
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+ 0.272 0.3845 0.0094 0.976 0.55 0.61 NA_DOLLARS
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+ 0.449 0.6270 0.0358 0.946 0.54 0.06 HTML_SHOUTING4
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+ 16.386 23.2995 0.3389 0.986 0.54 1.33 RCVD_IN_BL_SPAMCOP_NET
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+ 0.201 0.2871 0.0000 1.000 0.53 1.81 DRUG_ED_GENERIC
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+ 0.206 0.2936 0.0019 0.994 0.53 1.82 SUBJECT_FUZZY_CHEAP
+ 0.252 0.3561 0.0113 0.969 0.53 0.27 HTML_EMBEDS
+ 0.194 0.2782 0.0000 1.000 0.53 2.13 FUZZY_REMOVE
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+ 0.215 0.3058 0.0056 0.982 0.52 0.00 SPOOF_COM2OTH
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+ 0.187 0.2677 0.0000 1.000 0.52 0.23 HTML_BADTAG_30_40
+ 0.244 0.3431 0.0132 0.963 0.52 0.00 HTML_BADTAG_20_30
+ 18.003 25.5893 0.3916 0.985 0.52 0.14 MPART_ALT_DIFF
+ 0.186 0.2660 0.0000 1.000 0.52 2.08 X_MIME_AUTOCONVERTED
+ 0.306 0.4258 0.0264 0.942 0.51 0.86 DEAR_FRIEND
+ 0.194 0.2766 0.0038 0.987 0.51 1.76 SUB_HELLO
+ 0.185 0.2652 0.0000 1.000 0.51 2.16 DRUG_ED_ONLINE
+ 0.185 0.2652 0.0000 1.000 0.51 0.26 HTML_BADTAG_50_60
+ 0.200 0.2831 0.0056 0.980 0.51 1.11 SPOOF_NET2COM
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+ 0.213 0.3001 0.0094 0.970 0.51 1.57 HTML_FONT_SIZE_LARGE
+ 0.183 0.2612 0.0000 1.000 0.51 2.08 HELO_DYNAMIC_DIALIN
+ 0.183 0.2612 0.0000 1.000 0.51 2.16 FAKE_HELO_MAIL_COM_DOM
+ 0.181 0.2596 0.0000 1.000 0.51 2.06 FAKE_HELO_MSN
+ 0.179 0.2563 0.0000 1.000 0.51 1.44 FUZZY_OFFERS
+ 0.464 0.6416 0.0527 0.924 0.50 0.30 NO_OBLIGATION
+ 0.179 0.2555 0.0000 1.000 0.50 0.82 HTML_BADTAG_60_70
+ 0.194 0.2750 0.0075 0.973 0.50 0.52 PRICES_ARE_AFFORDABLE
+ 0.187 0.2652 0.0056 0.979 0.50 1.80 DISGUISE_PORN_MUNDANE
+ 0.168 0.2409 0.0000 1.000 0.50 2.01 HTML_MISSING_CTYPE
+ 0.176 0.2514 0.0019 0.993 0.50 2.16 FUZZY_SOFTWARE
+ 0.185 0.2628 0.0056 0.979 0.50 1.35 HTML_TAG_EXIST_MARQUEE
+ 0.374 0.5159 0.0433 0.923 0.49 0.13 SUBJECT_NOVOWEL
+ 0.165 0.0000 0.5479 0.000 0.49 -4.30 RCVD_IN_BSP_TRUSTED
+ 0.163 0.2336 0.0000 1.000 0.49 2.08 URI_UPPER_LOWER
+ 0.181 0.2571 0.0056 0.979 0.49 1.34 FROM_LOCAL_HEX
+ 0.789 1.0828 0.1054 0.911 0.49 0.00 NO_RDNS_DOTCOM_HELO
+ 0.159 0.2271 0.0000 1.000 0.49 2.08 X_MESSAGE_FLAG_ODD
+ 0.156 0.2231 0.0000 1.000 0.49 1.92 MSGID_SPAM_ALPHA_NUM
+ 0.161 0.2295 0.0019 0.992 0.49 0.03 HTML_NONELEMENT_30_40
+ 0.155 0.2222 0.0000 1.000 0.49 0.79 FUZZY_FOLLOW
+ 18.159 25.7961 0.4312 0.984 0.48 1.25 RCVD_NUMERIC_HELO
+ 0.154 0.2206 0.0000 1.000 0.48 1.96 FORGED_MSGID_MSN
+ 0.149 0.2125 0.0000 1.000 0.48 0.01 FUZZY_VIOXX
+ 7.977 11.2426 0.3973 0.966 0.48 0.81 INFO_TLD
+ 0.170 0.2409 0.0056 0.977 0.48 0.82 USERPASS
+ 0.148 0.2117 0.0000 1.000 0.48 0.00 HTML_BADTAG_40_50
+ 0.168 0.0024 0.5535 0.004 0.48 -1.82 RCVD_IN_IADB_VOUCHED
+ 0.146 0.2093 0.0000 1.000 0.48 2.00 RATWARE_HASH_2_V2
+ 0.143 0.2052 0.0000 1.000 0.48 1.92 X_LIBRARY
+ 4.852 6.7840 0.3671 0.949 0.48 0.00 HTML_TEXT_AFTER_BODY
+ 0.149 0.2117 0.0019 0.991 0.48 0.56 SUBJECT_DRUG_GAP_P
+ 0.142 0.2036 0.0000 1.000 0.47 1.92 UNCLAIMED_MONEY
+ 0.239 0.3301 0.0264 0.926 0.47 0.41 WHY_WAIT
+ 0.146 0.2076 0.0019 0.991 0.47 1.47 HG_HORMONE
+ 4.117 5.7458 0.3370 0.945 0.47 0.00 MIME_BASE64_NO_NAME
+ 0.402 0.5491 0.0603 0.901 0.47 0.00 HTML_BADTAG_10_20
+ 0.169 0.2385 0.0094 0.962 0.47 0.13 URI_OFFERS
+ 0.161 0.2271 0.0075 0.968 0.47 1.43 ROUND_THE_WORLD_LOCAL
+ 0.135 0.1939 0.0000 1.000 0.47 0.85 HTML_BADTAG_90_100
+ 0.134 0.1914 0.0000 1.000 0.47 1.92 HTML_TAG_EXIST_BGSOUND
+ 1.574 2.1721 0.1845 0.922 0.47 1.17 SUBJ_ALL_CAPS
+ 0.194 0.2693 0.0188 0.935 0.47 0.87 SOMETHING_FOR_ADULTS
+ 0.133 0.1898 0.0000 1.000 0.46 1.95 RATWARE_HASH_2
+ 0.336 0.4591 0.0490 0.904 0.46 0.03 SEE_FOR_YOURSELF
+ 0.157 0.2214 0.0075 0.967 0.46 0.13 MSGID_NO_HOST
+ 0.141 0.2003 0.0038 0.982 0.46 0.12 RATWARE_MPOP_WEBMAIL
+ 1.433 1.9742 0.1751 0.919 0.46 0.81 EXTRA_MPART_TYPE
[... 439 lines stripped ...]