STATISTICS-set3.txt [plain text]
STATISTICS REPORT FOR SPAMASSASSIN RULESET
Classification success on test corpora, at default threshold:
# SUMMARY for threshold 5.0:
# 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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 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
511425 248869 262556 0.487 0.00 0.00 (all messages)
100.000 48.6619 51.3381 0.487 0.00 0.00 (all messages as %)
13.426 27.5900 0.0004 1.000 1.00 4.14 MIME_BOUND_DD_DIGITS
7.195 14.7853 0.0004 1.000 0.98 4.10 RCVD_DOUBLE_IP_SPAM
6.932 14.2448 0.0004 1.000 0.98 4.24 X_MESSAGE_INFO
6.666 13.6972 0.0015 1.000 0.97 4.40 HELO_DYNAMIC_IPADDR
5.879 12.0811 0.0008 1.000 0.97 3.79 MSGID_SPAM_CAPS
7.212 14.8162 0.0050 1.000 0.96 0.10 DIGEST_MULTIPLE
7.022 14.4233 0.0061 1.000 0.95 4.26 URIBL_SC_SURBL
3.892 7.9974 0.0008 1.000 0.94 3.91 DATE_SPAMWARE_Y2K
3.784 7.7752 0.0015 1.000 0.94 0.04 DRUGS_ANXIETY_EREC
3.382 6.9470 0.0023 1.000 0.93 0.00 DRUGS_DIET
2.844 5.8448 0.0004 1.000 0.93 0.00 DRUGS_MANYKINDS
3.045 6.2551 0.0019 1.000 0.92 0.00 DRUGS_DIET_EREC
2.579 5.2992 0.0000 1.000 0.92 4.10 RATWARE_ZERO_TZ
4.236 8.6986 0.0053 0.999 0.92 3.92 FORGED_MUA_OUTLOOK
2.514 5.1670 0.0000 1.000 0.92 3.49 DRUGS_ANXIETY_OBFU
5.230 10.7398 0.0084 0.999 0.92 0.73 HTML_BACKHAIR_8
6.549 13.4480 0.0103 0.999 0.92 2.18 RCVD_HELO_IP_MISMATCH
23.591 48.4632 0.0160 1.000 0.92 3.81 RCVD_IN_DSBL
3.101 6.3696 0.0034 0.999 0.91 1.25 HELO_DYNAMIC_DHCP
2.506 5.1481 0.0008 1.000 0.91 3.74 HELO_DYNAMIC_HCC
7.971 16.3664 0.0141 0.999 0.91 3.08 RCVD_IN_XBL
13.325 27.3650 0.0168 0.999 0.90 2.44 MIME_HTML_ONLY_MULTI
2.232 4.5863 0.0011 1.000 0.90 3.50 HELO_DYNAMIC_IPADDR2
1.877 3.8570 0.0000 1.000 0.90 3.34 DRUGS_SLEEP_EREC
4.097 8.4109 0.0084 0.999 0.90 1.94 MSGID_RANDY
2.170 4.4590 0.0011 1.000 0.90 0.00 DRUGS_DIET_PAIN
4.317 8.8609 0.0103 0.999 0.89 0.88 DRUGS_ERECTILE_OBFU
1.850 3.8012 0.0011 1.000 0.89 0.00 DRUGS_DEPR_EREC
5.264 10.8033 0.0137 0.999 0.89 2.27 UNIQUE_WORDS
4.579 9.3953 0.0137 0.999 0.88 0.10 DRUGS_ANXIETY
1.343 2.7601 0.0000 1.000 0.87 3.68 SUBJECT_DRUG_GAP_VA
2.660 5.4583 0.0084 0.998 0.87 2.66 MSGID_DOLLARS
1.522 3.1245 0.0030 0.999 0.87 3.30 HTML_IMAGE_ONLY_04
1.253 2.5753 0.0000 1.000 0.87 2.96 HTML_NONELEMENT_90_100
1.243 2.5536 0.0000 1.000 0.87 2.51 SUBJECT_DRUG_GAP_X
2.025 4.1540 0.0061 0.999 0.87 0.00 DRUGS_SLEEP
2.702 5.5431 0.0099 0.998 0.86 0.00 DRUGS_PAIN_EREC
1.507 3.0932 0.0034 0.999 0.86 3.18 DRUGS_PAIN_OBFU
1.165 2.3940 0.0004 1.000 0.86 3.87 RATWARE_RCVD_PF
2.692 5.5202 0.0110 0.998 0.86 2.85 SUBJ_ILLEGAL_CHARS
1.114 2.2896 0.0000 1.000 0.85 3.80 MSGID_YAHOO_CAPS
1.391 2.8537 0.0053 0.998 0.84 1.72 RCVD_IN_RSL
1.159 2.3784 0.0030 0.999 0.84 0.25 SUBJECT_DRUG_GAP_VIA
2.120 4.3457 0.0103 0.998 0.84 0.86 HTML_OBFUSCATE_10_20
4.132 8.4707 0.0194 0.998 0.84 0.63 FORGED_OUTLOOK_HTML
2.227 4.5651 0.0114 0.998 0.84 0.00 DRUGS_MUSCLE
0.941 1.9344 0.0000 1.000 0.84 3.44 HTML_OBFUSCATE_30_40
0.941 1.9331 0.0000 1.000 0.83 2.04 SUBJECT_DRUG_GAP_S
43.515 89.3888 0.0335 1.000 0.83 1.89 BAYES_99
2.754 5.6435 0.0160 0.997 0.83 0.07 FORGED_OUTLOOK_TAGS
1.004 2.0621 0.0015 0.999 0.83 0.00 HTML_NONELEMENT_80_90
2.393 4.9042 0.0133 0.997 0.83 3.18 DOMAIN_RATIO
1.043 2.1409 0.0027 0.999 0.83 1.52 FORGED_MUA_AOL_FROM
0.904 1.8584 0.0000 1.000 0.83 3.42 RATWARE_RCVD_AT
2.610 5.3462 0.0164 0.997 0.83 3.04 HTML_IMAGE_ONLY_08
0.908 1.8648 0.0011 0.999 0.83 3.40 MIME_BOUND_DIGITS_15
0.871 1.7885 0.0004 1.000 0.82 3.33 HTML_OBFUSCATE_50_60
0.959 1.9681 0.0030 0.998 0.82 3.58 INVALID_TZ_EST
1.021 2.0927 0.0046 0.998 0.82 1.69 OBFUSCATING_COMMENT
0.796 1.6354 0.0000 1.000 0.82 3.70 HELO_DYNAMIC_COMCAST
2.053 4.2022 0.0152 0.996 0.82 0.00 DRUGS_DEPRESSION
0.752 1.5446 0.0000 1.000 0.81 2.80 HTML_BADTAG_90_100
3.657 7.4903 0.0240 0.997 0.81 0.13 DRUGS_PAIN
0.914 1.8729 0.0046 0.998 0.81 0.00 FORGED_AOL_HTML
0.731 1.5016 0.0000 1.000 0.80 2.75 DRUGS_DIET_OBFU
0.764 1.5683 0.0011 0.999 0.80 0.00 ONLINE_PHARMACY
4.936 10.1125 0.0301 0.997 0.79 2.17 DCC_CHECK
1.167 2.3868 0.0114 0.995 0.79 0.00 HTML_OBFUSCATE_20_30
0.679 1.3947 0.0000 1.000 0.79 3.15 HELO_DYNAMIC_ATTBI
17.090 35.0759 0.0419 0.999 0.79 0.07 MPART_ALT_DIFF
0.664 1.3642 0.0000 1.000 0.79 3.09 HTML_OBFUSCATE_40_50
1.021 2.0895 0.0091 0.996 0.79 2.87 UNRESOLVED_TEMPLATE
0.857 1.7539 0.0061 0.997 0.79 0.15 HTML_FONT_SIZE_LARGE
2.238 4.5779 0.0209 0.995 0.79 2.05 URI_AFFILIATE
0.639 1.3127 0.0000 1.000 0.78 1.36 HTML_BADTAG_60_70
1.138 2.3261 0.0122 0.995 0.78 2.54 FORGED_HOTMAIL_RCVD
0.635 1.3047 0.0000 1.000 0.78 3.10 EMAIL_ROT13
0.718 1.4719 0.0027 0.998 0.78 3.13 OBSCURED_EMAIL
0.684 1.4027 0.0019 0.999 0.78 3.23 MSGID_SPAM_ALPHA_NUM
2.501 5.1151 0.0236 0.995 0.78 2.94 HTML_IMAGE_ONLY_12
6.387 13.0840 0.0385 0.997 0.78 3.45 PYZOR_CHECK
0.692 1.4176 0.0034 0.998 0.78 0.01 FROM_ILLEGAL_CHARS
0.673 1.3802 0.0030 0.998 0.77 0.00 HTML_NONELEMENT_70_80
9.078 18.6078 0.0442 0.998 0.77 2.26 LONGWORDS
0.594 1.2207 0.0004 1.000 0.77 0.00 HTML_SHORT_CENTER
0.569 1.1681 0.0004 1.000 0.76 3.12 PERCENT_RANDOM
0.602 1.2352 0.0023 0.998 0.76 2.05 RCVD_IN_SORBS_SOCKS
0.511 1.0504 0.0000 1.000 0.76 3.00 VIA_GAP_GRA
0.525 1.0781 0.0004 1.000 0.76 0.15 HTML_BADTAG_50_60
0.530 1.0865 0.0015 0.999 0.75 3.40 NIGERIAN_BODY1
0.601 1.2316 0.0034 0.997 0.75 0.86 DRUG_DOSAGE
0.501 1.0295 0.0004 1.000 0.75 0.01 HTML_BADTAG_40_50
0.492 1.0110 0.0000 1.000 0.75 3.18 HELO_DYNAMIC_OOL
0.572 1.1713 0.0038 0.997 0.74 0.00 HTML_NONELEMENT_60_70
1.256 2.5588 0.0213 0.992 0.74 0.26 HTML_OBFUSCATE_05_10
30.471 62.5514 0.0632 0.999 0.74 3.21 URIBL_OB_SURBL
0.478 0.9808 0.0008 0.999 0.74 3.10 X_AUTH_WARN_FAKED
1.453 0.0261 2.8051 0.009 0.74 -3.30 ALL_TRUSTED
3.189 6.5119 0.0385 0.994 0.74 2.49 RCVD_IN_SORBS_SMTP
0.454 0.9326 0.0004 1.000 0.73 0.78 HELO_DYNAMIC_SPLIT_IP
2.490 5.0822 0.0339 0.993 0.73 0.30 MIME_BASE64_TEXT
2.950 6.0208 0.0385 0.994 0.73 0.42 URIBL_AB_SURBL
0.457 0.9370 0.0019 0.998 0.73 0.00 HTML_BADTAG_30_40
0.420 0.8623 0.0008 0.999 0.72 0.60 NIGERIAN_BODY2
0.496 1.0134 0.0050 0.995 0.72 0.12 HTML_SHORT_COMMENT
1.551 3.1555 0.0297 0.991 0.72 0.79 HTML_FONT_LOW_CONTRAST
0.425 0.8719 0.0015 0.998 0.72 1.32 SUBJECT_DRUG_GAP_C
0.647 1.3188 0.0107 0.992 0.72 0.10 MONEY_BACK
0.376 0.7727 0.0000 1.000 0.72 2.81 RATWARE_EGROUPS
0.391 0.8036 0.0008 0.999 0.72 3.12 STRONG_BUY
0.402 0.8241 0.0011 0.999 0.72 0.51 HG_HORMONE
0.374 0.7687 0.0000 1.000 0.72 2.72 FORGED_MUA_THEBAT_BOUN
0.562 1.1468 0.0080 0.993 0.72 0.09 IMPOTENCE
0.372 0.7631 0.0004 1.000 0.71 3.20 FORGED_MUA_OIMO
0.487 0.9941 0.0061 0.994 0.71 0.00 HTML_BADTAG_20_30
0.492 1.0033 0.0065 0.994 0.71 0.00 HTML_NONELEMENT_50_60
0.508 1.0359 0.0080 0.992 0.71 0.00 HTML_TAG_BALANCE_HEAD
1.448 2.9425 0.0316 0.989 0.70 0.06 HTML_BACKHAIR_4
1.057 2.1457 0.0259 0.988 0.70 0.00 BODY_ENHANCEMENT2
0.345 0.7084 0.0000 1.000 0.70 3.08 KOREAN_UCE_SUBJECT
0.497 1.0130 0.0088 0.991 0.70 1.06 ALL_NATURAL
0.805 1.6326 0.0202 0.988 0.70 2.06 BAYES_95
0.340 0.6980 0.0000 1.000 0.70 2.81 HTML_OBFUSCATE_60_70
0.337 0.6927 0.0000 1.000 0.70 2.72 ENTITY_DEC_ALPHANUM
0.336 0.6911 0.0000 1.000 0.69 2.87 SUBJECT_DRUG_GAP_VIC
1.802 3.6622 0.0396 0.989 0.69 3.03 DATE_IN_FUTURE_12_24
0.432 0.8808 0.0069 0.992 0.69 0.77 URI_OFFERS
0.377 0.7703 0.0050 0.994 0.69 0.00 HTML_ATTR_UNIQUE
0.470 0.9567 0.0088 0.991 0.69 0.00 HTML_COMMENT_SHORT
0.327 0.6710 0.0000 1.000 0.69 2.87 INVALID_TZ_CST
0.359 0.7349 0.0034 0.995 0.69 2.71 MSGID_SPAM_LETTERS
0.325 0.6678 0.0000 1.000 0.69 3.10 FAKE_OUTBLAZE_RCVD
0.741 1.5016 0.0206 0.986 0.68 2.08 FRONTPAGE
0.350 0.7168 0.0030 0.996 0.68 0.00 FORGED_MUA_EUDORA
0.316 0.6489 0.0000 1.000 0.68 2.53 FORGED_THEBAT_HTML
0.608 1.2332 0.0160 0.987 0.68 0.01 RCVD_IN_SORBS_WEB
0.337 0.6887 0.0027 0.996 0.68 1.62 FROM_NUM_AT_WEBMAIL
0.382 0.7767 0.0072 0.991 0.67 0.18 DRUG_ED_CAPS
0.305 0.6252 0.0008 0.999 0.67 2.03 FORGED_IMS_HTML
0.376 0.7647 0.0069 0.991 0.67 2.37 FORGED_MUA_IMS
0.296 0.6071 0.0008 0.999 0.67 2.29 RATWARE_NETIP
0.287 0.5899 0.0000 1.000 0.67 3.00 HELO_DYNAMIC_YAHOOBB
0.284 0.5842 0.0004 0.999 0.67 0.06 NIGERIAN_BODY3
0.972 1.9653 0.0297 0.985 0.67 0.54 MAILTO_SUBJ_REMOVE
7.378 15.0662 0.0910 0.994 0.67 0.22 DRUGS_ERECTILE
0.282 0.5794 0.0004 0.999 0.67 1.70 FORGED_AOL_TAGS
0.433 0.8772 0.0114 0.987 0.66 3.00 FROM_ALL_NUMS
0.601 1.2159 0.0190 0.985 0.66 0.39 HTML_SHORT_LENGTH
0.564 1.1392 0.0183 0.984 0.66 0.00 BODY_ENHANCEMENT
0.757 1.5269 0.0267 0.983 0.65 0.05 HTML_LINK_CLICK_CAPS
0.249 0.5099 0.0008 0.999 0.65 1.44 BANG_EXERCISE
0.359 0.7273 0.0091 0.988 0.65 1.47 STOCK_PICK
0.581 1.1725 0.0209 0.982 0.65 0.00 BANG_GUAR
0.231 0.4737 0.0000 1.000 0.65 2.90 SUBJECT_SEXUAL
0.224 0.4613 0.0000 1.000 0.64 2.59 RATWARE_OE_MALFORMED
0.222 0.4569 0.0000 1.000 0.64 2.69 HTML_OBFUSCATE_70_80
0.402 0.8121 0.0137 0.983 0.64 0.00 HTML_NONELEMENT_40_50
0.262 0.5352 0.0030 0.994 0.64 1.43 SUBJECT_DRUG_GAP_P
1.144 2.3060 0.0423 0.982 0.64 1.18 SUBJ_HAS_SPACES
0.913 1.8399 0.0343 0.982 0.64 2.09 BAYES_90
0.218 0.4476 0.0000 1.000 0.64 2.28 HTML_BADTAG_70_80
0.373 0.7530 0.0122 0.984 0.64 0.00 SUBJ_BUY
0.230 0.4717 0.0015 0.997 0.64 2.58 X_ORIG_IP_NOT_IPV4
0.308 0.6256 0.0072 0.989 0.64 0.89 SORTED_RECIPS
1.613 3.2551 0.0571 0.983 0.64 0.11 MIME_HEADER_CTYPE_ONLY
0.412 0.8294 0.0156 0.982 0.63 0.05 SUBJ_DOLLARS
0.206 0.4227 0.0000 1.000 0.63 2.63 DEEP_DISC_MEDS
43.964 0.1507 85.4934 0.002 0.63 -2.60 BAYES_00
0.239 0.4878 0.0030 0.994 0.63 2.75 X_LIBRARY
0.196 0.4030 0.0000 1.000 0.63 2.43 FORGED_IMS_TAGS
4.081 8.2907 0.0910 0.989 0.63 0.14 HTML_MIME_NO_HTML_TAG
0.195 0.4002 0.0000 1.000 0.63 2.65 FAKE_HELO_MSN
0.205 0.4211 0.0008 0.998 0.63 2.42 MORE_SEX
0.251 0.5119 0.0046 0.991 0.63 0.27 SUBJECT_DIET
0.734 1.4763 0.0305 0.980 0.63 2.12 HEAD_ILLEGAL_CHARS
2.368 4.7897 0.0724 0.985 0.63 0.94 RCVD_ILLEGAL_IP
0.235 0.4798 0.0034 0.993 0.63 2.80 MILLION_USD
0.354 0.7132 0.0126 0.983 0.62 0.08 SATIS_GUAR
0.181 0.3721 0.0000 1.000 0.62 2.66 NIGERIAN_BODY4
0.313 0.6337 0.0095 0.985 0.62 0.87 HTML_LINK_PUSH_HERE
1.092 2.1963 0.0453 0.980 0.62 1.84 RCVD_IN_NJABL_SPAM
0.171 0.3524 0.0000 1.000 0.62 2.46 SUBJECT_DRUG_GAP_L
10.232 20.8817 0.1379 0.993 0.62 2.29 BIZ_TLD
0.815 1.6338 0.0381 0.977 0.62 1.02 MIME_HTML_MOSTLY
0.181 0.3705 0.0015 0.996 0.61 2.38 STOCK_ALERT
0.162 0.3339 0.0000 1.000 0.61 2.67 MIME_BOUND_RKFINDY
0.158 0.3251 0.0000 1.000 0.61 2.15 REVERSE_AGING
0.217 0.4416 0.0050 0.989 0.61 0.98 RATWARE_HASH_2_V2
3.090 6.2519 0.0922 0.985 0.61 2.70 FORGED_YAHOO_RCVD
0.168 0.3428 0.0015 0.996 0.61 2.61 TERRA_ES
0.796 1.5936 0.0400 0.976 0.61 0.53 HTML_FONT_SIZE_TINY
0.152 0.3122 0.0000 1.000 0.60 2.20 HELO_DYNAMIC_ADELPHIA
0.172 0.3516 0.0027 0.992 0.60 0.11 ENGLISH_UCE_SUBJECT
0.151 0.3102 0.0000 1.000 0.60 2.70 NOT_ADVISOR
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
0.141 0.2897 0.0004 0.999 0.59 1.13 DRUG_ED_GENERIC
0.147 0.3014 0.0008 0.997 0.59 2.70 MSGID_OUTLOOK_INVALID
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
7.617 15.4905 0.1531 0.990 0.59 1.66 RCVD_IN_RFC_IPWHOIS
0.734 1.4658 0.0404 0.973 0.59 0.42 RCVD_FAKE_HELO_DOTCOM
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
0.302 0.6035 0.0156 0.975 0.58 0.03 HTML_FONT_SIZE_NONE
0.136 0.2789 0.0011 0.996 0.58 2.59 HTML_FONT_SIZE_HUGE
1.035 2.0633 0.0602 0.972 0.58 0.00 HTML_TITLE_UNTITLED
0.124 0.2556 0.0000 1.000 0.58 1.75 HELO_DYNAMIC_DIALIN
0.932 1.8568 0.0552 0.971 0.58 1.47 MIME_BASE64_BLANKS
0.260 0.5208 0.0133 0.975 0.58 0.02 AS_SEEN_ON
4.316 8.7235 0.1379 0.984 0.58 0.11 RCVD_IN_SBL
0.854 1.6993 0.0522 0.970 0.58 0.00 BAD_CREDIT
0.725 1.4433 0.0438 0.971 0.58 0.27 USERPASS
0.332 0.6630 0.0187 0.973 0.57 0.79 CLICK_TO_REMOVE_1
0.115 0.2363 0.0000 1.000 0.57 0.56 RATWARE_MOZ_MALFORMED
0.143 0.2901 0.0038 0.987 0.57 2.30 FORGED_MUA_MOZILLA
0.119 0.2447 0.0004 0.998 0.57 2.35 DRUGS_SMEAR1
0.123 0.2527 0.0008 0.997 0.57 2.35 HTML_ATTR_BAD
0.255 0.5095 0.0137 0.974 0.57 0.23 IP_LINK_PLUS
0.129 0.2628 0.0019 0.993 0.57 0.56 HTML_MISSING_CTYPE
0.354 0.7044 0.0221 0.970 0.57 0.01 PORN_URL_SEX
0.157 0.3158 0.0061 0.981 0.57 0.21 ROUND_THE_WORLD_LOCAL
0.819 1.6266 0.0537 0.968 0.57 0.00 X_MSMAIL_PRIORITY_HIGH
0.116 0.2367 0.0011 0.995 0.57 1.39 RATWARE_GECKO_BUILD
1.568 3.1257 0.0918 0.971 0.57 1.18 FORGED_HOTMAIL_RCVD2
0.248 0.4942 0.0145 0.972 0.57 2.19 TO_MALFORMED
0.172 0.3452 0.0084 0.976 0.56 0.00 GUARANTEED_100_PERCENT
0.102 0.2089 0.0000 1.000 0.56 2.25 CONFIRMED_FORGED
0.152 0.3054 0.0057 0.982 0.56 1.74 HAIR_LOSS
0.154 0.3090 0.0065 0.979 0.56 0.00 MIME_BASE64_ILLEGAL
0.500 0.9925 0.0339 0.967 0.56 1.07 HTML_00_10
0.166 0.3319 0.0080 0.976 0.56 0.24 CONSOLIDATE_DEBT
0.109 0.2234 0.0011 0.995 0.56 2.29 RATWARE_STORM_URI
0.105 0.2154 0.0011 0.995 0.56 0.98 YAHOO_DRS_REDIR
0.187 0.3729 0.0107 0.972 0.56 1.40 MARKETING_PARTNERS
0.100 0.2049 0.0004 0.998 0.56 1.98 BANG_OPRAH
0.150 0.3014 0.0069 0.978 0.56 2.31 DATE_IN_FUTURE_24_48
0.092 0.1901 0.0000 1.000 0.56 2.35 HTML_FORMACTION_MAILTO
0.138 0.2773 0.0053 0.981 0.56 2.03 HTML_TAG_EXIST_MARQUEE
0.372 0.7369 0.0267 0.965 0.55 0.15 HTML_COMMENT_SAVED_URL
0.263 0.5216 0.0183 0.966 0.55 1.92 SUSPICIOUS_RECIPS
0.086 0.1772 0.0000 1.000 0.55 2.10 SUBJ_2_NUM_PARENS
0.086 0.1768 0.0000 1.000 0.55 2.09 HELO_DYNAMIC_ROGERS
0.176 0.3488 0.0114 0.968 0.55 0.21 HTML_EMBEDS
0.085 0.1756 0.0000 1.000 0.55 2.39 CHINA_HEADER
0.878 0.0739 1.6408 0.043 0.54 -1.95 BAYES_10
1.350 2.6733 0.0956 0.965 0.54 0.30 DNS_FROM_RFC_WHOIS
0.377 0.7442 0.0289 0.963 0.54 0.00 HTML_SHOUTING4
0.082 0.1692 0.0000 1.000 0.54 2.11 FAKE_HELO_MAIL_COM_DOM
1.088 2.1457 0.0857 0.962 0.54 0.20 INVALID_TZ_GMT
5.215 10.5168 0.1901 0.982 0.54 1.22 RCVD_IN_BL_SPAMCOP_NET
0.129 0.2576 0.0065 0.975 0.54 1.62 PORN_URL_MISC
0.081 0.1660 0.0000 1.000 0.54 2.11 MULTI_FORGED
0.237 0.4677 0.0179 0.963 0.54 0.00 UPPERCASE_75_100
0.428 0.8422 0.0347 0.960 0.54 0.00 LOW_PRICE
1.752 3.4761 0.1185 0.967 0.54 0.00 HTML_TAG_BALANCE_BODY
0.077 0.1587 0.0000 1.000 0.54 2.07 DIET_3
0.098 0.1981 0.0038 0.981 0.54 1.49 FROM_OFFERS
0.083 0.0012 0.1596 0.007 0.53 -4.30 RCVD_IN_BSP_TRUSTED
0.076 0.1555 0.0000 1.000 0.53 2.09 WRINKLES
1.432 2.8368 0.1002 0.966 0.53 1.05 HTML_IMAGE_ONLY_16
1.930 3.8289 0.1299 0.967 0.53 1.23 MISSING_SUBJECT
0.073 0.1503 0.0000 1.000 0.53 2.40 EXCUSE_23
0.073 0.1503 0.0000 1.000 0.53 1.91 HTML_BADTAG_80_90
4.759 9.5721 0.1977 0.980 0.53 0.02 HTML_IMAGE_RATIO_02
0.128 0.2544 0.0080 0.970 0.53 1.70 EXCUSE_6
0.099 0.1977 0.0050 0.976 0.53 0.02 HTML_SHOUTING5
0.072 0.1475 0.0000 1.000 0.53 1.06 HDR_ORDER_MTSRIX
0.071 0.1467 0.0000 1.000 0.53 2.20 HDR_ORDER_TRIMRS
0.080 0.1627 0.0023 0.986 0.52 0.24 HELO_DYNAMIC_CHELLO_NL
0.116 0.2298 0.0080 0.966 0.52 1.96 DATE_IN_FUTURE_96_XX
0.253 0.4970 0.0225 0.957 0.52 0.56 TRACKER_ID
0.076 0.1551 0.0019 0.988 0.52 2.02 SUBJ_LIFE_INSURANCE
1.195 2.3526 0.0986 0.960 0.52 0.85 DATE_IN_FUTURE_03_06
1.222 2.4041 0.1009 0.960 0.52 0.12 MAILTO_TO_REMOVE
0.071 0.1455 0.0008 0.995 0.52 2.30 DRUG_ED_ONLINE
0.691 1.3545 0.0621 0.956 0.52 0.02 EXCUSE_10
0.063 0.0000 0.1226 0.000 0.52 -8.00 HABEAS_USER
0.353 0.6919 0.0312 0.957 0.52 1.34 GAPPY_SUBJECT
1.536 3.0229 0.1261 0.960 0.52 0.02 HTML_SHOUTING3
2.477 4.9307 0.1516 0.970 0.52 0.00 RCVD_DOUBLE_IP_LOOSE
0.057 0.1165 0.0000 1.000 0.52 2.07 FAKE_HELO_EXCITE
0.143 0.2809 0.0126 0.957 0.52 1.61 SOME_BREAKTHROUGH
0.073 0.1479 0.0023 0.985 0.51 0.01 NO_FORMS
0.056 0.1141 0.0000 1.000 0.51 1.96 HELO_DYNAMIC_VTR
0.457 0.8936 0.0438 0.953 0.51 0.00 HTML_NONELEMENT_20_30
0.074 0.1499 0.0030 0.980 0.51 0.00 FAKE_HELO_MAIL_COM
0.052 0.1077 0.0000 1.000 0.51 1.98 HTTP_77
1.688 3.3202 0.1405 0.959 0.51 0.00 HTML_BACKHAIR_2
0.064 0.1302 0.0019 0.986 0.51 0.06 HIDE_WIN_STATUS
0.087 0.1728 0.0061 0.966 0.51 0.06 ONE_TIME_MAILING
0.058 0.1185 0.0015 0.987 0.51 2.08 RATWARE_RCVD_LC_ESMTP
0.642 1.2525 0.0640 0.951 0.51 0.00 MIME_MISSING_BOUNDARY
0.109 0.2142 0.0095 0.957 0.51 0.14 MORTGAGE_BEST
0.283 0.5529 0.0270 0.953 0.51 1.61 FROM_HAS_MIXED_NUMS3
0.084 0.1664 0.0057 0.967 0.51 0.32 DIET_2
0.064 0.1294 0.0023 0.983 0.51 0.10 AMAZING_STUFF
0.049 0.1009 0.0004 0.996 0.50 0.45 SUBJ_GUARANTEED
0.759 1.4779 0.0785 0.950 0.50 0.37 BAYES_75
0.428 0.8326 0.0438 0.950 0.50 0.38 FROM_NO_LOWER
0.055 0.1105 0.0015 0.986 0.50 0.09 PORN_URL_SLUT
0.046 0.0952 0.0000 1.000 0.50 16.00 HABEAS_INFRINGER
0.133 0.2584 0.0133 0.951 0.50 0.00 HTML_WIN_OPEN
0.221 0.4303 0.0232 0.949 0.50 1.81 URG_BIZ
3.381 6.7313 0.2061 0.970 0.50 0.04 HTML_FONT_INVISIBLE
0.051 0.1025 0.0015 0.985 0.50 2.20 NASTY_GIRLS
0.047 0.0960 0.0011 0.988 0.50 1.96 ROUND_THE_WORLD
0.044 0.0896 0.0004 0.996 0.50 0.49 FORGED_QUALCOMM_TAGS
0.067 0.1338 0.0042 0.970 0.50 0.98 FROM_NO_USER
0.070 0.1398 0.0046 0.968 0.50 0.13 BILLION_DOLLARS
0.043 0.0888 0.0004 0.996 0.50 2.20 FORWARD_LOOKING
0.107 0.2081 0.0110 0.950 0.50 0.20 MORTGAGE_RATES
0.050 0.1001 0.0019 0.981 0.49 1.97 URI_4YOU
0.351 0.6819 0.0377 0.948 0.49 0.00 BANG_MORE
0.041 0.0840 0.0000 1.000 0.49 1.93 RCVD_AM_PM
0.062 0.1234 0.0042 0.967 0.49 0.14 OFFSHORE_SCAM
0.047 0.0944 0.0019 0.980 0.49 0.04 NO_CREDIT_CHECK
0.043 0.0872 0.0011 0.987 0.49 2.17 PORN_15
18.201 37.0130 0.3694 0.990 0.49 1.99 RCVD_IN_SORBS_DUL
0.039 0.0800 0.0000 1.000 0.49 2.20 WITH_LC_SMTP
3.282 6.5050 0.2262 0.966 0.49 0.00 DNS_FROM_RFC_DSN
1.058 0.1185 1.9489 0.057 0.49 -1.10 BAYES_25
0.147 0.2833 0.0183 0.939 0.49 0.01 SUB_HELLO
0.039 0.0792 0.0000 1.000 0.49 2.20 HELO_DYNAMIC_RR2
18.348 37.2935 0.3904 0.990 0.48 0.09 RCVD_IN_NJABL_DUL
0.047 0.0932 0.0027 0.972 0.48 0.00 CUM_SHOT
1.357 2.6375 0.1436 0.948 0.48 0.00 DIET_1
0.132 0.2548 0.0164 0.940 0.48 0.31 CREDIT_CARD
0.040 0.0816 0.0011 0.986 0.48 0.34 REFINANCE_YOUR_HOME
4.850 9.6472 0.3020 0.970 0.48 0.00 INFO_TLD
0.142 0.2732 0.0179 0.939 0.48 0.79 FORGED_JUNO_RCVD
0.035 0.0711 0.0000 1.000 0.48 1.94 HTML_OBFUSCATE_80_90
0.037 0.0747 0.0008 0.990 0.48 2.13 NUMERIC_HTTP_ADDR
0.036 0.0739 0.0008 0.990 0.48 0.65 HTML_SHOUTING7
0.251 0.4838 0.0305 0.941 0.48 0.00 MORTGAGE_PITCH
0.034 0.0695 0.0000 1.000 0.48 2.14 MSGID_FROM_MTA_HOTMAIL
0.283 0.5453 0.0343 0.941 0.48 0.00 HTML_NONELEMENT_30_40
0.033 0.0671 0.0000 1.000 0.47 1.86 MSGID_SPAM_ZEROES
0.032 0.0667 0.0000 1.000 0.47 1.77 HTML_OBFUSCATE_90_100
0.046 0.0896 0.0042 0.955 0.47 0.03 DISGUISE_PORN
0.032 0.0651 0.0000 1.000 0.47 1.98 WHY_PAY_MORE
0.032 0.0651 0.0000 1.000 0.47 1.27 CONFIDENTIAL_ORDER
0.236 0.4528 0.0301 0.938 0.47 1.80 ADDRESS_IN_SUBJECT
0.032 0.0655 0.0004 0.994 0.47 2.00 HELO_DYNAMIC_VELOX
0.033 0.0671 0.0008 0.989 0.47 2.02 JS_FROMCHARCODE
0.034 0.0695 0.0011 0.984 0.47 0.79 FIN_FREE
0.208 0.3978 0.0274 0.936 0.47 0.76 WHY_WAIT
0.504 0.9668 0.0651 0.937 0.47 0.48 HTTP_ESCAPED_HOST
1.606 3.1052 0.1855 0.944 0.47 0.03 NORMAL_HTTP_TO_IP
0.031 0.0635 0.0004 0.994 0.47 2.03 WE_HONOR_ALL
33.807 68.9994 0.4494 0.994 0.47 1.46 URIBL_WS_SURBL
0.030 0.0615 0.0000 1.000 0.46 1.96 BANG_QUOTE
0.072 0.1382 0.0095 0.936 0.46 0.00 FREE_PORN
0.029 0.0603 0.0000 1.000 0.46 1.44 MSGID_SPAM_99X9XX99
0.056 0.1077 0.0076 0.934 0.46 1.26 SUBJ_YOUR_DEBT
0.032 0.0647 0.0011 0.983 0.46 2.08 EXCUSE_24
0.050 0.0964 0.0069 0.934 0.46 2.09 NIGERIAN_SUBJECT2
0.040 0.0780 0.0038 0.953 0.46 0.03 REFINANCE_NOW
0.379 0.7245 0.0522 0.933 0.46 0.02 HTML_TABLE_THICK_BORD
0.470 0.8957 0.0659 0.931 0.46 1.13 INVALID_MSGID
0.028 0.0567 0.0000 1.000 0.46 2.10 RATWARE_JPFREE
0.080 0.1523 0.0118 0.928 0.46 0.03 HTML_TAG_EXIST_PARAM
1.519 2.9248 0.1870 0.940 0.46 0.45 HTML_IMAGE_ONLY_20
0.027 0.0563 0.0000 1.000 0.46 1.88 HELO_DYNAMIC_HOME_NL
0.103 0.1949 0.0168 0.921 0.46 0.14 MSGID_NO_HOST
1.404 2.6954 0.1805 0.937 0.46 0.00 MIME_BOUND_NEXTPART
0.044 0.0848 0.0061 0.933 0.46 1.59 DOMAIN_4U2
0.124 0.2343 0.0194 0.923 0.46 1.83 ADDR_FREE
0.031 0.0627 0.0015 0.976 0.46 1.85 FREE_PREVIEW
0.027 0.0559 0.0000 1.000 0.46 2.05 COMPETE
0.729 1.3951 0.0983 0.934 0.46 0.04 HTML_FONT_FACE_BAD
0.039 0.0751 0.0050 0.938 0.45 1.12 EXCUSE_4
0.030 0.0595 0.0015 0.975 0.45 2.00 BLANK_LINES_90_100
0.099 0.1860 0.0171 0.916 0.45 0.00 ENTITY_DEC_SPACE
0.051 0.0964 0.0088 0.917 0.45 0.00 HTML_SHOUTING9
0.028 0.0559 0.0011 0.980 0.45 0.01 SUBJ_YOUR_FAMILY
0.044 0.0828 0.0069 0.924 0.45 0.04 SUBJ_FOR_ONLY
0.024 0.0490 0.0008 0.985 0.45 0.00 FROM_NONSENDING_DOMAIN
0.175 0.3299 0.0278 0.922 0.45 0.00 REPLY_TO_ULINE_NUMS
0.396 0.7494 0.0613 0.924 0.45 1.51 BLANK_LINES_70_80
0.021 0.0438 0.0000 1.000 0.45 2.00 SENT_IN_COMPLIANCE
0.021 0.0438 0.0000 1.000 0.45 1.87 RCVD_BONUS_SPC_DATE
6.287 12.4985 0.3984 0.969 0.45 0.04 RCVD_IN_SORBS_HTTP
2.656 5.1481 0.2940 0.946 0.45 0.00 MIME_BASE64_NO_NAME
0.531 1.0005 0.0853 0.921 0.44 0.00 EXTRA_MPART_TYPE
0.029 0.0563 0.0023 0.961 0.44 1.58 UNCLAIMED_MONEY
0.140 0.2628 0.0240 0.916 0.44 0.01 SOMETHING_FOR_ADULTS
0.031 0.0603 0.0034 0.946 0.44 1.05 SEDUCTION
5.408 10.6960 0.3957 0.964 0.44 0.03 HTML_TEXT_AFTER_HTML
0.019 0.0390 0.0000 1.000 0.44 1.90 PREST_NON_ACCREDITED
0.116 0.2154 0.0217 0.908 0.44 0.31 EXCUSE_REMOVE
0.045 0.0828 0.0084 0.908 0.44 0.09 ACT_NOW_CAPS
0.019 0.0386 0.0000 1.000 0.44 1.63 YOU_CAN_SEARCH
0.019 0.0386 0.0000 1.000 0.44 1.83 MICRO_CAP_WARNING
0.126 0.2343 0.0229 0.911 0.44 1.40 RCVD_IN_NJABL_RELAY
0.034 0.0639 0.0050 0.928 0.44 0.94 FREE_SAMPLE
0.018 0.0378 0.0000 1.000 0.44 1.65 RATWARE_HASH_DASH
0.030 0.0583 0.0038 0.939 0.44 0.00 WHILE_YOU_SLEEP
7.153 14.2312 0.4441 0.970 0.44 0.34 RCVD_IN_SORBS_MISC
1.212 2.2948 0.1855 0.925 0.44 0.00 X_PRIORITY_HIGH
0.020 0.0406 0.0011 0.973 0.44 1.74 AMATEUR_PORN
0.058 0.1061 0.0118 0.900 0.44 2.00 WEIRD_QUOTING
0.019 0.0390 0.0008 0.981 0.44 2.00 URIBL_PH_SURBL
0.020 0.0402 0.0011 0.972 0.44 0.02 PORN_16
0.018 0.0374 0.0004 0.990 0.43 1.83 BARGAIN_URL
0.023 0.0446 0.0023 0.951 0.43 1.90 BILL_1618
2.669 5.1493 0.3173 0.942 0.43 1.10 PRIORITY_NO_NAME
0.026 0.0506 0.0034 0.937 0.43 1.90 SELECTED_YOU
0.050 0.0920 0.0107 0.896 0.43 0.45 EXTRA_CASH
0.545 1.0234 0.0910 0.918 0.43 0.02 NO_RDNS_DOTCOM_HELO
0.025 0.0482 0.0030 0.941 0.43 1.17 MEET_SINGLES
0.018 0.0362 0.0004 0.990 0.43 1.66 BUY_DIRECT
0.019 0.0374 0.0008 0.980 0.43 1.90 PAY_SITE
9.271 18.5254 0.4986 0.974 0.43 0.44 RCVD_IN_NJABL_PROXY
1.049 1.9806 0.1653 0.923 0.43 0.50 HTML_IMAGE_ONLY_24
0.030 0.0567 0.0046 0.925 0.43 0.00 FREE_QUOTE_INSTANT
0.016 0.0338 0.0000 1.000 0.43 1.90 HTTP_CTRL_CHARS_HOST
2.663 5.1288 0.3253 0.940 0.43 0.25 HTML_10_20
0.017 0.0342 0.0004 0.989 0.43 0.68 HARDCORE_PORN
0.022 0.0414 0.0027 0.939 0.43 1.89 BEEN_TURNED_DOWN
0.016 0.0329 0.0000 1.000 0.43 1.72 NIGERIAN_BODY_GOVT_3
0.019 0.0374 0.0015 0.961 0.43 1.88 FORGED_MUA_THEBAT_CS
0.144 0.2664 0.0270 0.908 0.43 0.00 MIME_BASE64_LATIN
0.040 0.0735 0.0088 0.894 0.43 0.86 GET_PAID
0.038 0.0699 0.0084 0.893 0.43 0.00 URI_LONG_HOSTNAME
0.808 1.5132 0.1398 0.915 0.43 0.00 ORDER_NOW
0.305 0.5734 0.0503 0.919 0.43 1.58 DEAR_SOMETHING
0.017 0.0342 0.0011 0.968 0.42 0.00 HIDDEN_CHARGES
0.015 0.0305 0.0000 1.000 0.42 1.90 REMOVE_POSTAL
0.083 0.1523 0.0183 0.893 0.42 0.00 BLANK_LINES_80_90
0.015 0.0301 0.0000 1.000 0.42 1.52 HELO_DYNAMIC_HEXIP
0.044 0.0800 0.0107 0.882 0.42 0.00 ALL_CAPS_GUAR
0.018 0.0350 0.0019 0.948 0.42 0.13 TO_NO_USER
0.016 0.0317 0.0008 0.977 0.42 1.65 BE_BOSS
0.014 0.0293 0.0000 1.000 0.42 1.53 FORGED_TELESP_RCVD
0.946 1.7716 0.1630 0.916 0.42 0.00 HTML_TAG_BALANCE_HTML
0.089 0.1619 0.0202 0.889 0.42 0.00 BEST_PORN
0.032 0.0595 0.0069 0.897 0.42 1.77 HEADER_COUNT_CTYPE
0.013 0.0277 0.0000 1.000 0.42 1.77 CANNOT_BE_SPAM
20.829 42.0571 0.7080 0.983 0.42 1.00 URIBL_SBL
0.022 0.0414 0.0042 0.908 0.42 0.62 ONE_TIME
0.022 0.0414 0.0042 0.908 0.42 1.90 EARN_PER_WEEK
0.013 0.0269 0.0000 1.000 0.42 1.64 DRUG_ED_COMBO
0.027 0.0498 0.0057 0.897 0.42 0.29 FORGED_EUDORAMAIL_RCVD
1.126 2.1120 0.1923 0.917 0.42 0.10 HTML_IMAGE_RATIO_04
0.183 0.3371 0.0373 0.900 0.42 0.30 FROM_STARTS_WITH_NUMS
0.040 0.0719 0.0103 0.875 0.42 0.00 THE_BEST_RATE
0.333 0.6204 0.0609 0.911 0.42 0.52 HTML_EVENT_UNSAFE
0.040 0.0711 0.0103 0.874 0.42 0.00 SUBJ_AS_SEEN
6.738 13.3074 0.5107 0.963 0.42 0.00 FORGED_RCVD_NET_HELO
0.012 0.0253 0.0000 1.000 0.42 1.64 YAHOO_RD_REDIR
5.637 11.0829 0.4753 0.959 0.41 1.72 MSGID_FROM_MTA_ID
12.286 24.5450 0.6658 0.974 0.41 1.61 DNS_FROM_RFC_POST
0.012 0.0249 0.0000 1.000 0.41 1.60 FAKED_UNDISC_RECIPS
0.016 0.0313 0.0019 0.943 0.41 0.49 BANKRUPTCY
0.020 0.0374 0.0042 0.899 0.41 0.01 BARELY_LEGAL
0.012 0.0000 0.0225 0.000 0.41 -0.10 RCVD_IN_BSP_OTHER
0.012 0.0237 0.0000 1.000 0.41 1.57 HELO_DYNAMIC_CHELLO_NO
1.549 2.9076 0.2613 0.918 0.41 0.19 REMOVE_PAGE
5.135 10.0611 0.4654 0.956 0.41 0.06 HTML_TEXT_AFTER_BODY
0.114 0.2069 0.0263 0.887 0.41 0.26 ITS_LEGAL
0.011 0.0225 0.0000 1.000 0.41 1.42 NONEXISTENT_CHARSET
0.019 0.0342 0.0038 0.900 0.41 0.40 ACCEPT_CREDIT_CARDS
0.047 0.0820 0.0137 0.857 0.41 0.00 LOW_INTEREST
1.608 2.9923 0.2956 0.910 0.41 0.04 HTML_WEB_BUGS
0.383 0.7096 0.0743 0.905 0.41 0.15 HTTP_EXCESSIVE_ESCAPES
0.011 0.0221 0.0000 1.000 0.41 1.51 HELO_DYNAMIC_TELIA
6.274 12.3511 0.5142 0.960 0.41 0.01 MISSING_MIMEOLE
0.012 0.0241 0.0008 0.969 0.41 0.00 NO_CATCH
0.695 1.2858 0.1348 0.905 0.41 0.09 HOT_NASTY
0.011 0.0217 0.0000 1.000 0.41 1.58 TO_TXT
0.010 0.0213 0.0000 1.000 0.41 1.54 FAKE_HELO_EMAIL_COM
0.673 1.2440 0.1322 0.904 0.41 1.34 SUBJ_HAS_UNIQ_ID
0.871 1.6149 0.1653 0.907 0.41 0.11 CLICK_BELOW_CAPS
0.010 0.0209 0.0000 1.000 0.40 1.73 HELO_DYNAMIC_NTL
0.022 0.0394 0.0061 0.866 0.40 0.08 SUBJ_2_CREDIT
0.399 0.7317 0.0842 0.897 0.40 1.36 DATE_IN_PAST_96_XX
0.013 0.0245 0.0015 0.941 0.40 1.68 EARNINGS
0.010 0.0205 0.0000 1.000 0.40 1.54 TO_RECIP_MARKER
0.013 0.0241 0.0015 0.941 0.40 1.75 SERIOUS_ONLY
0.016 0.0301 0.0034 0.898 0.40 0.04 PORN_CELEBRITY
0.010 0.0201 0.0000 1.000 0.40 1.80 JAPANESE_UCE_SUBJECT
0.761 1.4060 0.1504 0.903 0.40 0.00 HTML_NONELEMENT_10_20
0.010 0.0197 0.0000 1.000 0.40 1.70 FORGED_GW05_RCVD
0.010 0.0205 0.0004 0.982 0.40 1.44 OUR_AFFILIATE_PARTNERS
0.009 0.0193 0.0000 1.000 0.40 0.00 COPY_ACCURATELY
0.036 0.0619 0.0107 0.853 0.40 0.96 INVALID_DATE_TZ_ABSURD
0.030 0.0510 0.0091 0.848 0.40 0.00 LOW_PAYMENT
0.009 0.0189 0.0000 1.000 0.40 0.00 INVALUABLE_MARKETING
0.026 0.0442 0.0080 0.847 0.40 1.03 CELL_PHONE_IMPROVE
9.123 17.9564 0.7503 0.960 0.40 1.25 RCVD_NUMERIC_HELO
0.009 0.0185 0.0000 1.000 0.40 0.00 USERNAME_IN_SUBJECT
0.009 0.0185 0.0000 1.000 0.40 0.00 UNIVERSITY_DIPLOMAS
0.012 0.0233 0.0019 0.924 0.40 1.12 FAKE_HELO_YAHOO_CA
6.751 13.2017 0.6361 0.954 0.40 0.29 DNS_FROM_AHBL_RHSBL
0.018 0.0313 0.0046 0.873 0.40 0.00 LIVE_PORN
0.009 0.0181 0.0000 1.000 0.40 0.00 JODY
0.009 0.0181 0.0000 1.000 0.40 0.00 ORDER_REPORT
0.009 0.0177 0.0000 1.000 0.40 0.00 RESISTANCE_IS_FUTILE
0.009 0.0177 0.0000 1.000 0.40 0.00 FORGED_AOL_RCVD
0.089 0.1567 0.0240 0.867 0.40 0.79 RECEIVE_OFFER
0.018 0.0321 0.0053 0.858 0.39 0.87 FREE_MEMBERSHIP
0.097 0.1712 0.0263 0.867 0.39 0.00 DO_IT_TODAY
0.015 0.0265 0.0042 0.864 0.39 0.99 FAKE_HELO_LYCOS
0.028 0.0466 0.0095 0.830 0.39 0.00 MILLION_EMAIL
5.192 10.0728 0.5652 0.947 0.39 0.02 HTML_90_100
0.008 0.0157 0.0000 1.000 0.39 0.00 MDAEMON_2_7_4
0.011 0.0205 0.0019 0.915 0.39 0.00 BILL_SECTION
0.439 0.7996 0.0964 0.892 0.39 0.00 MISSING_DATE
0.007 0.0153 0.0000 1.000 0.39 0.00 NO_MEDICAL
0.034 0.0579 0.0114 0.835 0.39 0.00 LINK_TO_NO_SCHEME
0.009 0.0181 0.0011 0.941 0.39 0.00 NIGERIAN_SUBJECT1
0.007 0.0149 0.0000 1.000 0.39 0.00 FORGED_JUNO_FROM
0.008 0.0157 0.0004 0.976 0.39 0.00 FREE_GRANT
0.011 0.0205 0.0023 0.900 0.39 0.02 LONG_DISTANCE
0.041 0.0691 0.0145 0.827 0.39 0.00 HTML_SHOUTING6
0.217 0.3930 0.0495 0.888 0.39 0.00 SUB_FREE_OFFER
0.692 1.2641 0.1497 0.894 0.39 0.06 MIME_QP_EXCESSIVE
0.007 0.0145 0.0000 1.000 0.39 0.00 PORN_URL_PANT
0.008 0.0161 0.0008 0.955 0.39 0.00 LESBIAN
0.007 0.0137 0.0000 1.000 0.39 0.00 CABLE_CONVERTER
34.091 68.8880 1.1076 0.984 0.39 0.06 RAZOR2_CF_RANGE_51_100
0.015 0.0253 0.0046 0.847 0.39 1.23 INITIAL_INVEST
0.009 0.0165 0.0011 0.935 0.39 0.00 FREE_PASSWORD
0.928 1.6925 0.2034 0.893 0.39 0.00 MANY_EXCLAMATIONS
0.010 0.0185 0.0019 0.907 0.39 0.80 MULTI_REMOVAL_1WORD
0.008 0.0161 0.0011 0.934 0.39 0.00 APPLY_ONLINE
0.006 0.0125 0.0000 1.000 0.39 0.00 NO_GIMMICK
35.260 71.0900 1.2980 0.982 0.38 1.51 RAZOR2_CHECK
2.988 5.6749 0.4407 0.928 0.38 0.23 HTML_20_30
0.006 0.0129 0.0004 0.971 0.38 0.00 MEGA_SITE
0.007 0.0145 0.0008 0.950 0.38 0.00 NONSECURED_CREDIT
0.005 0.0113 0.0000 1.000 0.38 0.00 FORGED_MUA_APPLEMAIL
0.538 0.9784 0.1207 0.890 0.38 0.35 US_DOLLARS_3
1.551 2.8320 0.3359 0.894 0.38 0.24 INVALID_DATE
0.013 0.0225 0.0042 0.843 0.38 0.48 TARGETED
11.437 22.4688 0.9800 0.958 0.38 0.07 RCVD_BY_IP
0.005 0.0108 0.0000 1.000 0.38 0.00 BTAMAIL_URL
16.509 32.7682 1.0969 0.968 0.38 0.01 MIME_HTML_NO_CHARSET
0.005 0.0096 0.0000 1.000 0.38 0.00 X_PMFLAGS_PRESENT
0.005 0.0108 0.0004 0.966 0.38 0.00 X_PRI_MISMATCH_HI
0.015 0.0253 0.0057 0.816 0.38 0.45 JOIN_MILLIONS
8.549 16.5762 0.9404 0.946 0.38 0.14 HTML_FONT_BIG
0.917 1.6679 0.2053 0.890 0.38 0.67 SUBJ_ALL_CAPS
0.016 0.0261 0.0061 0.811 0.38 0.03 UP_TO_OR_MORES
1.564 2.8561 0.3401 0.894 0.38 0.05 MSGID_FROM_MTA_HEADER
0.004 0.0092 0.0000 1.000 0.38 0.00 FAKE_HELO_MAILCITY
0.004 0.0092 0.0000 1.000 0.38 0.00 NIGERIAN_SUBJECT6
0.005 0.0104 0.0004 0.965 0.38 0.00 NOT_ML_MARKETING
1.120 2.0344 0.2529 0.889 0.38 0.00 SAVE_MONEY
0.004 0.0088 0.0000 1.000 0.38 0.00 FORGED_MX_HOTMAIL
0.004 0.0088 0.0000 1.000 0.38 0.00 NIGERIAN_SCAM_VIRTUE
0.012 0.0197 0.0038 0.838 0.38 0.01 HTML_ALL_CAPS
0.006 0.0121 0.0011 0.913 0.38 0.00 LYING_EYES
0.011 0.0185 0.0034 0.844 0.38 0.00 URI_IS_POUND
0.004 0.0084 0.0000 1.000 0.38 0.00 INTL_DRIVERS_LICENSE
0.022 0.0346 0.0091 0.791 0.38 1.64 REPLY_TO_EMPTY
0.009 0.0153 0.0023 0.870 0.38 0.00 SEX_FEST
0.015 0.0249 0.0061 0.803 0.38 0.41 NO_DISAPPOINTMENT
0.290 0.5200 0.0720 0.878 0.38 0.00 UPPERCASE_50_75
0.004 0.0080 0.0000 1.000 0.38 0.00 FAKE_HELO_EUDORAMAIL
26.242 52.1286 1.7048 0.968 0.38 0.18 MIME_HTML_ONLY
0.004 0.0076 0.0000 1.000 0.37 0.00 HELO_DYNAMIC_VIRTUA
0.372 0.6718 0.0880 0.884 0.37 0.23 RISK_FREE
0.043 0.0695 0.0175 0.799 0.37 0.20 EXCUSE_12
0.003 0.0060 0.0000 1.000 0.37 0.00 SAFEGUARD_NOTICE
0.003 0.0060 0.0000 1.000 0.37 0.00 OUR_STRICT_ANTI
0.003 0.0060 0.0000 1.000 0.37 0.00 MSGID_THREESIXSIX
0.004 0.0072 0.0004 0.950 0.37 0.00 MAIL_IN_ORDER_FORM
0.004 0.0072 0.0004 0.950 0.37 0.00 YAHOO_SRD_REDIR
0.707 1.2786 0.1661 0.885 0.37 0.00 SB_NSP_VOLUME_SPIKE
0.019 0.0297 0.0084 0.780 0.37 0.92 CELL_PHONE_FREE
0.003 0.0056 0.0000 1.000 0.37 0.00 USE_IDENTITY
0.003 0.0052 0.0000 1.000 0.37 0.00 LOTS_OF_CC_LINES
0.003 0.0052 0.0000 1.000 0.37 0.00 BZ_TLD
0.003 0.0060 0.0004 0.941 0.37 0.00 FORGED_MUA_MSN
0.002 0.0048 0.0000 1.000 0.37 0.00 MSGID_SPAM_1
0.003 0.0056 0.0004 0.937 0.37 0.00 SUBJ_DOUBLE_YOUR
0.105 0.1796 0.0335 0.843 0.37 0.04 SEE_FOR_YOURSELF
0.002 0.0044 0.0000 1.000 0.37 0.00 WALAA
0.002 0.0044 0.0000 1.000 0.37 0.00 FAKE_HELO_CARAMAIL
0.153 0.2688 0.0427 0.863 0.37 0.08 ADDR_NUMS_AT_BIGSITE
0.010 0.0161 0.0042 0.793 0.37 0.11 AOL_USERS_LINK
0.008 0.0125 0.0030 0.803 0.37 0.00 HTML_SHOUTING8
0.002 0.0040 0.0000 1.000 0.37 0.00 RATWARE_VC_IPA
0.002 0.0040 0.0000 1.000 0.37 0.00 MSGID_3_DOLLARS
0.065 0.1081 0.0248 0.814 0.37 0.00 ML_MARKETING
0.003 0.0056 0.0008 0.881 0.37 0.00 FREE_INVESTMENT
0.029 0.0450 0.0141 0.762 0.37 1.09 YOUR_INCOME
0.002 0.0036 0.0000 1.000 0.37 0.00 RECEIVED_IDENT_SQUID
0.002 0.0036 0.0000 1.000 0.37 0.00 READ_TO_END
0.002 0.0044 0.0004 0.921 0.37 0.00 GET_STARTED_NOW
38.568 71.2126 7.6254 0.903 0.36 0.00 HTML_MESSAGE
0.002 0.0032 0.0000 1.000 0.36 0.00 TO_INVESTORS
0.003 0.0048 0.0008 0.864 0.36 0.00 INCOME
0.001 0.0028 0.0000 1.000 0.36 0.00 FURTHER_TRANSMISSIONS
0.001 0.0028 0.0000 1.000 0.36 0.00 RATWARE_EVAMAIL
0.001 0.0028 0.0000 1.000 0.36 0.00 NOT_INTENDED
0.002 0.0036 0.0004 0.905 0.36 0.00 FORGED_YAHOO_RCVD_SMTP
3.615 6.7722 0.6223 0.916 0.36 0.01 MISSING_OUTLOOK_NAME
0.272 0.4830 0.0727 0.869 0.36 0.00 REMOVE_FROM_LIST
0.003 0.0052 0.0011 0.821 0.36 0.00 THIS_IS_AN_AD
0.001 0.0024 0.0000 1.000 0.36 0.00 MORTGAGE_LINKS
0.001 0.0024 0.0000 1.000 0.36 0.00 CHANGE_TERMS
0.001 0.0024 0.0000 1.000 0.36 0.00 HELO_DYNAMIC_TDS
0.419 0.7470 0.1089 0.873 0.36 3.14 SPF_HELO_SOFTFAIL
0.001 0.0020 0.0000 1.000 0.36 0.00 BTAMAIL_HEADER
0.001 0.0020 0.0000 1.000 0.36 0.00 RATWARE_SCREWUP_1
0.001 0.0020 0.0000 1.000 0.36 0.00 FRIEND_PUBLIC
0.001 0.0020 0.0000 1.000 0.36 0.00 CREDITORS_CALLING
0.001 0.0020 0.0000 1.000 0.36 0.00 HIDDEN_ASSETS
0.001 0.0020 0.0000 1.000 0.36 0.00 APPLY_FREE
0.157 0.2748 0.0446 0.860 0.36 0.07 DEAR_FRIEND
0.001 0.0016 0.0000 1.000 0.36 0.00 FORGED_RCVD_FROM_NUM
0.001 0.0016 0.0000 1.000 0.36 0.00 RECEIVED_CACHEFLOW
0.001 0.0016 0.0000 1.000 0.36 0.00 RATWARE_OE_PI
0.001 0.0016 0.0000 1.000 0.36 0.00 WEALTH
0.003 0.0048 0.0015 0.760 0.36 0.00 FROM_HAS_MIXED_NUMS2
0.001 0.0012 0.0000 1.000 0.36 0.00 STOP_SNORING
0.001 0.0012 0.0000 1.000 0.36 0.00 FRIEND_AT_PUBLIC
0.001 0.0012 0.0000 1.000 0.36 0.00 NO_SELLING
0.001 0.0012 0.0000 1.000 0.36 0.00 MORTGAGE_WAITING
0.003 0.0044 0.0015 0.744 0.36 0.00 BUGGY_CGI
0.000 0.0008 0.0000 1.000 0.36 0.00 MSGID_4NUMS_DOLLAR
0.000 0.0008 0.0000 1.000 0.36 0.00 RCVD_IN_NJABL_CGI
0.000 0.0008 0.0000 1.000 0.36 0.00 RATWARE_EMPTY_HELO
0.000 0.0008 0.0000 1.000 0.36 0.00 RATWARE_MMAILER
0.000 0.0008 0.0000 1.000 0.36 0.00 RUSSIAN_UCE_SUBJECT
0.000 0.0008 0.0000 1.000 0.36 0.00 VAR_REF_IN_RECEIVED
0.000 0.0008 0.0000 1.000 0.36 0.00 X_ENC_PRESENT
0.000 0.0004 0.0000 1.000 0.36 0.00 NEVER_ANOTHER
0.000 0.0004 0.0000 1.000 0.36 0.00 MSGID_SPAM_6LETTER
0.000 0.0004 0.0000 1.000 0.36 0.00 MORTGAGE_NETWORK
0.000 0.0004 0.0000 1.000 0.36 0.00 SUBJ_FREE_INSTANT
1.196 2.1083 0.3310 0.864 0.36 0.00 DATE_IN_PAST_06_12
0.320 0.5678 0.0861 0.868 0.36 0.00 SAVE_UP_TO
0.003 0.0036 0.0015 0.704 0.36 0.00 FREE_INSTALL
0.000 0.0000 0.0000 0.500 0.36 0.00
0.000 0.0000 0.0000 0.500 0.36 0.00 X_LIST_UNSUBSCRIBE
0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_BY_QVES_COM
0.000 0.0000 0.0000 0.500 0.36 0.00 NO_DNS_FOR_FROM
0.000 0.0000 0.0000 0.500 0.36 2.50 HEAD_LONG
0.000 0.0000 0.0000 0.500 0.36 0.00 HTTP_ENTITIES_HOST
0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_MAPS_RBL
0.000 0.0000 0.0000 0.500 0.36 0.00 NO_MIDDLEMAN
0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_XMAILER
0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_SORBS_BLOCK
0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_DIFFOND
0.000 0.0000 0.0000 0.500 0.36 0.00 RATWARE_BAD_REFS
0.000 0.0000 0.0000 0.500 0.36 0.00 X_MAIL_ID_PRESENT
0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_MAPS_RSS
0.000 0.0000 0.0000 0.500 0.36 0.00 X_STORMPOST_TO
0.000 0.0000 0.0000 0.500 0.36 0.00 PRIORITY_MAIL
0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_6_CAPS_ESMTP_ID
0.000 0.0000 0.0000 0.500 0.36 0.00 X_SERV_HOST_PRESENT
0.000 0.0000 0.0000 0.500 0.36 0.00 SUBJ_RIPPED
0.000 0.0000 0.0000 0.500 0.36 0.00 X_PRECEDENCE_REF
0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_MAPS_DUL
0.000 0.0000 0.0000 0.500 0.36 0.00 ID_UNIQUE
0.000 0.0000 0.0000 0.500 0.36 0.00 TO_FILENAME
0.000 0.0000 0.0000 0.500 0.36 0.00 X_MAILER_GIBBERISH
0.000 0.0000 0.0000 0.500 0.36 0.00 DATE_YEAR_ZERO_FIRST
0.000 0.0000 0.0000 0.500 0.36 0.00 BUY_JUDGEMENTS
0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_MAPS_NML
0.000 0.0000 0.0000 0.500 0.36 0.00 SUBJ_HAS_TIME_ID
0.000 0.0000 0.0000 0.500 0.36 0.00 RCVD_IN_NJABL_MULTI
3.291 6.1583 0.5740 0.915 0.36 0.02 HTML_30_40
0.001 0.0008 0.0004 0.678 0.36 0.00 RATWARE_IMKTG
0.001 0.0008 0.0004 0.678 0.36 0.00 EXCUSE_21
0.001 0.0008 0.0004 0.678 0.36 0.00 EXCUSE_22
0.012 0.0181 0.0069 0.725 0.35 0.89 MIME_BOUND_DIGITS_7
0.000 0.0004 0.0004 0.513 0.35 0.00 SUBJ_NOW_ONLY
0.000 0.0004 0.0004 0.513 0.35 0.00 DIG_UP_INFO
0.002 0.0024 0.0015 0.613 0.35 0.00 ONCE_IN_LIFETIME
0.012 0.0169 0.0069 0.711 0.35 0.86 START_NOW_CAPS
0.010 0.0149 0.0061 0.709 0.35 0.00 FIND_ANYTHING
1.310 2.3237 0.3485 0.870 0.35 0.00 HTML_TITLE_EMPTY
0.041 0.0639 0.0202 0.760 0.35 0.00 FREE_ACCESS
0.002 0.0016 0.0015 0.513 0.35 0.00 DRUG_ED_HERBAL
0.002 0.0024 0.0019 0.559 0.35 0.00 NEW_CUSTOMER
0.005 0.0072 0.0038 0.655 0.35 0.00 NO_INVENTORY
3.698 6.8164 0.7416 0.902 0.35 0.04 HTML_40_50
0.359 0.6357 0.0967 0.868 0.35 0.00 FROM_WEBMAIL_END_NUMS6
0.004 0.0052 0.0034 0.604 0.35 0.00 NO_INVESTMENT
0.002 0.0016 0.0019 0.458 0.35 0.00 IDENT_NOBODY
0.276 0.4798 0.0819 0.854 0.35 0.00 ENTITY_DEC_OTHER
1.331 2.3506 0.3653 0.866 0.35 0.00 HTML_NONELEMENT_00_10
0.005 0.0060 0.0042 0.590 0.35 0.00 MIME_BOUND_MA
0.102 0.1704 0.0381 0.817 0.34 0.03 COMPLETELY_FREE
2.709 4.9725 0.5629 0.898 0.34 0.00 HTML_BADTAG_00_10
0.247 0.4287 0.0739 0.853 0.34 0.00 SUBJ_FREE_CAP
0.384 0.6763 0.1078 0.863 0.34 0.00 LIMITED_TIME_ONLY
19.626 27.2778 12.3734 0.688 0.34 0.00 DNS_FROM_RFC_ABUSE
0.113 0.1885 0.0419 0.818 0.34 0.00 RCVD_IN_SORBS_ZOMBIE
3.948 7.2187 0.8474 0.895 0.34 0.09 HTML_50_60
0.006 0.0064 0.0053 0.547 0.34 0.00 BANG_BOSS
0.029 0.0410 0.0179 0.696 0.34 0.27 CONGRATULATIONS
0.019 0.0257 0.0126 0.672 0.34 0.00 NO_QS_ASKED
2.054 3.7116 0.4833 0.885 0.34 0.01 DATE_IN_PAST_03_06
0.043 0.0651 0.0229 0.740 0.34 0.00 SUBJ_YOUR_OWN
24.580 19.4030 29.4878 0.397 0.34 0.00 FORGED_RCVD_HELO
0.002 0.0004 0.0034 0.105 0.34 0.00 MIME_BOUND_HEX_24
5.799 10.3593 1.4759 0.875 0.33 0.01 HTML_LINK_CLICK_HERE
0.182 0.3082 0.0632 0.830 0.33 0.00 SAVINGS
5.082 9.1008 1.2736 0.877 0.33 0.02 HTML_70_80
5.922 10.3661 1.7101 0.858 0.33 0.15 HTML_80_90
2.196 3.9129 0.5686 0.873 0.33 0.11 HTML_TAG_EXIST_TBODY
0.260 0.4428 0.0868 0.836 0.33 0.25 HTML_FONT_FACE_CAPS
8.131 12.8497 3.6586 0.778 0.33 0.01 CLICK_BELOW
4.061 7.2572 1.0318 0.876 0.33 0.00 HTML_60_70
3.385 5.9742 0.9316 0.865 0.32 0.04 MIME_QP_LONG_LINE
1.026 1.7439 0.3451 0.835 0.32 0.12 EXCUSE_3
0.004 0.0008 0.0061 0.117 0.32 0.00 WE_HATE_SPAM2
0.803 1.3690 0.2662 0.837 0.32 0.00 HTML_BACKHAIR_1
0.037 0.0506 0.0236 0.682 0.32 0.00 RICH
1.325 2.2811 0.4190 0.845 0.32 1.30 UNDISC_RECIPS
0.128 0.2057 0.0545 0.791 0.31 0.00 ALL_CAP_FOR_ADULTS
2.081 3.5935 0.6479 0.847 0.31 0.00 SPF_HELO_FAIL
0.141 0.2270 0.0598 0.792 0.31 0.00 OPTING_OUT_CAPS
0.709 1.1926 0.2514 0.826 0.31 0.13 HTML_IMAGE_RATIO_06
4.819 7.4887 2.2883 0.766 0.31 0.00 LINES_OF_YELLING
0.326 0.5417 0.1219 0.816 0.30 0.83 NO_OBLIGATION
0.017 0.0177 0.0168 0.513 0.30 0.02 DIRECT_EMAIL
0.929 1.5297 0.3599 0.810 0.30 1.30 DATE_IN_FUTURE_06_12
0.070 0.1009 0.0411 0.710 0.30 1.27 FULL_REFUND
0.056 0.0788 0.0350 0.692 0.29 0.00 HTML_TITLE_EXTRA
0.084 0.1266 0.0442 0.741 0.29 0.00 EXCUSE_11
0.012 0.0088 0.0145 0.379 0.29 0.00 FROM_AND_TO_SAME
0.027 0.0317 0.0232 0.577 0.29 0.02 X_ESMTP
5.028 6.4849 3.6476 0.640 0.29 0.00 FROM_ENDS_IN_NUMS
7.932 6.5448 9.2460 0.414 0.28 0.01 NO_REAL_NAME
0.309 0.4970 0.1306 0.792 0.28 0.02 EXCUSE_7
2.221 3.5324 0.9773 0.783 0.28 0.01 URI_REDIRECTOR
0.669 1.0411 0.3169 0.767 0.28 0.02 HTML_EVENT
0.102 0.1503 0.0571 0.725 0.28 0.00 EXCUSE_19
0.063 0.0844 0.0434 0.660 0.27 0.58 YOU_WON
0.376 0.6023 0.1615 0.789 0.27 0.00 LOTS_OF_STUFF
0.251 0.3894 0.1200 0.764 0.27 0.00 EARN_MONEY
0.693 1.0664 0.3397 0.758 0.26 0.00 HTTP_WITH_EMAIL_IN_URL
1.473 2.2622 0.7252 0.757 0.26 0.03 UPPERCASE_25_50
0.685 1.0483 0.3405 0.755 0.26 0.02 HTML_JAVASCRIPT
0.157 0.2278 0.0895 0.718 0.25 0.00 WHILE_SUPPLIES
0.881 1.3698 0.4178 0.766 0.25 0.00 US_DOLLARS_2
0.486 0.7393 0.2449 0.751 0.25 0.03 HTML_IMAGE_RATIO_08
1.760 2.5821 0.9815 0.725 0.25 0.00 MAILTO_WITH_SUBJ
0.375 0.5762 0.1851 0.757 0.25 0.00 NO_COST
0.443 0.6827 0.2167 0.759 0.25 0.00 FREE_TRIAL
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: 3.000000-pre4-cvs)
-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