STATISTICS-set2.txt [plain text]
STATISTICS REPORT FOR SPAMASSASSIN RULESET
Classification success on test corpora, at default threshold:
# SUMMARY for threshold 5.0:
# Correctly non-spam: 29498 99.96%
# Correctly spam: 26604 95.46%
# False positives: 13 0.04%
# False negatives: 1266 4.54%
# TCR(l=50): 14.545929 SpamRecall: 95.457% SpamPrec: 99.951%
Results on test corpora at various alternative thresholds:
# SUMMARY for threshold -4.0:
# Correctly non-spam: 896 3.04%
# Correctly spam: 27870 100.00%
# False positives: 28615 96.96%
# False negatives: 0 0.00%
# TCR(l=50): 0.019479 SpamRecall: 100.000% SpamPrec: 49.341%
# SUMMARY for threshold -3.0:
# Correctly non-spam: 984 3.33%
# Correctly spam: 27869 100.00%
# False positives: 28527 96.67%
# False negatives: 1 0.00%
# TCR(l=50): 0.019539 SpamRecall: 99.996% SpamPrec: 49.417%
# SUMMARY for threshold -2.0:
# Correctly non-spam: 1061 3.60%
# Correctly spam: 27869 100.00%
# False positives: 28450 96.40%
# False negatives: 1 0.00%
# TCR(l=50): 0.019592 SpamRecall: 99.996% SpamPrec: 49.484%
# SUMMARY for threshold -1.0:
# Correctly non-spam: 25828 87.52%
# Correctly spam: 27815 99.80%
# False positives: 3683 12.48%
# False negatives: 55 0.20%
# TCR(l=50): 0.151299 SpamRecall: 99.803% SpamPrec: 88.307%
# SUMMARY for threshold 0.0:
# Correctly non-spam: 27613 93.57%
# Correctly spam: 27764 99.62%
# False positives: 1898 6.43%
# False negatives: 106 0.38%
# TCR(l=50): 0.293350 SpamRecall: 99.620% SpamPrec: 93.601%
# SUMMARY for threshold 1.0:
# Correctly non-spam: 28864 97.81%
# Correctly spam: 27687 99.34%
# False positives: 647 2.19%
# False negatives: 183 0.66%
# TCR(l=50): 0.856669 SpamRecall: 99.343% SpamPrec: 97.717%
# SUMMARY for threshold 2.0:
# Correctly non-spam: 29241 99.09%
# Correctly spam: 27566 98.91%
# False positives: 270 0.91%
# False negatives: 304 1.09%
# TCR(l=50): 2.018980 SpamRecall: 98.909% SpamPrec: 99.030%
# SUMMARY for threshold 3.0:
# Correctly non-spam: 29397 99.61%
# Correctly spam: 27389 98.27%
# False positives: 114 0.39%
# False negatives: 481 1.73%
# TCR(l=50): 4.508979 SpamRecall: 98.274% SpamPrec: 99.585%
# SUMMARY for threshold 4.0:
# Correctly non-spam: 29472 99.87%
# Correctly spam: 27019 96.95%
# False positives: 39 0.13%
# False negatives: 851 3.05%
# TCR(l=50): 9.950018 SpamRecall: 96.947% SpamPrec: 99.856%
# SUMMARY for threshold 4.5:
# Correctly non-spam: 29486 99.92%
# Correctly spam: 26798 96.15%
# False positives: 25 0.08%
# False negatives: 1072 3.85%
# TCR(l=50): 12.002584 SpamRecall: 96.154% SpamPrec: 99.907%
# SUMMARY for threshold 5.5:
# Correctly non-spam: 29508 99.99%
# Correctly spam: 26337 94.50%
# False positives: 3 0.01%
# False negatives: 1533 5.50%
# TCR(l=50): 16.559715 SpamRecall: 94.499% SpamPrec: 99.989%
# SUMMARY for threshold 6.0:
# Correctly non-spam: 29510 100.00%
# Correctly spam: 25984 93.23%
# False positives: 1 0.00%
# False negatives: 1886 6.77%
# TCR(l=50): 14.395661 SpamRecall: 93.233% SpamPrec: 99.996%
# SUMMARY for threshold 6.5:
# Correctly non-spam: 29510 100.00%
# Correctly spam: 25632 91.97%
# False positives: 1 0.00%
# False negatives: 2238 8.03%
# TCR(l=50): 12.180944 SpamRecall: 91.970% SpamPrec: 99.996%
# SUMMARY for threshold 7.0:
# Correctly non-spam: 29510 100.00%
# Correctly spam: 25344 90.94%
# False positives: 1 0.00%
# False negatives: 2526 9.06%
# TCR(l=50): 10.819099 SpamRecall: 90.936% SpamPrec: 99.996%
# SUMMARY for threshold 8.0:
# Correctly non-spam: 29510 100.00%
# Correctly spam: 24500 87.91%
# False positives: 1 0.00%
# False negatives: 3370 12.09%
# TCR(l=50): 8.149123 SpamRecall: 87.908% SpamPrec: 99.996%
# SUMMARY for threshold 9.0:
# Correctly non-spam: 29510 100.00%
# Correctly spam: 23565 84.55%
# False positives: 1 0.00%
# False negatives: 4305 15.45%
# TCR(l=50): 6.399541 SpamRecall: 84.553% SpamPrec: 99.996%
# SUMMARY for threshold 10.0:
# Correctly non-spam: 29511 100.00%
# Correctly spam: 22545 80.89%
# False positives: 0 0.00%
# False negatives: 5325 19.11%
# TCR(l=50): 5.233803 SpamRecall: 80.893% SpamPrec: 100.000%
# SUMMARY for threshold 12.0:
# Correctly non-spam: 29511 100.00%
# Correctly spam: 20494 73.53%
# False positives: 0 0.00%
# False negatives: 7376 26.47%
# TCR(l=50): 3.778471 SpamRecall: 73.534% SpamPrec: 100.000%
# SUMMARY for threshold 15.0:
# Correctly non-spam: 29511 100.00%
# Correctly spam: 17034 61.12%
# False positives: 0 0.00%
# False negatives: 10836 38.88%
# TCR(l=50): 2.571982 SpamRecall: 61.119% SpamPrec: 100.000%
# SUMMARY for threshold 17.0:
# Correctly non-spam: 29511 100.00%
# Correctly spam: 14587 52.34%
# False positives: 0 0.00%
# False negatives: 13283 47.66%
# TCR(l=50): 2.098171 SpamRecall: 52.339% SpamPrec: 100.000%
# SUMMARY for threshold 20.0:
# Correctly non-spam: 29511 100.00%
# Correctly spam: 11160 40.04%
# False positives: 0 0.00%
# False negatives: 16710 59.96%
# TCR(l=50): 1.667864 SpamRecall: 40.043% SpamPrec: 100.000%
Test hit frequencies, for spam and 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
513620 250316 263304 0.487 0.00 0.00 (all messages)
100.000 48.7356 51.2644 0.487 0.00 0.00 (all messages as %)
15.149 31.0839 0.0004 1.000 1.00 4.16 MIME_BOUND_DD_DIGITS
7.942 16.2950 0.0004 1.000 0.99 4.16 RCVD_DOUBLE_IP_SPAM
7.446 15.2775 0.0004 1.000 0.99 4.16 X_MESSAGE_INFO
35.784 73.4212 0.0034 1.000 0.98 4.07 BAYES_99
6.579 13.4989 0.0008 1.000 0.98 3.54 MSGID_SPAM_CAPS
7.037 14.4385 0.0011 1.000 0.98 4.07 HELO_DYNAMIC_IPADDR
3.987 8.1793 0.0008 1.000 0.96 3.38 DATE_SPAMWARE_Y2K
4.254 8.7270 0.0015 1.000 0.95 0.02 DRUGS_ANXIETY_EREC
3.214 6.5949 0.0004 1.000 0.94 0.01 DRUGS_MANYKINDS
3.788 7.7694 0.0023 1.000 0.94 0.06 DRUGS_DIET
3.429 7.0351 0.0015 1.000 0.94 0.00 DRUGS_DIET_EREC
2.943 6.0388 0.0000 1.000 0.94 3.88 RATWARE_ZERO_TZ
2.832 5.8115 0.0000 1.000 0.94 3.88 DRUGS_ANXIETY_OBFU
3.286 6.7383 0.0034 0.999 0.93 0.96 HELO_DYNAMIC_DHCP
4.307 8.8320 0.0057 0.999 0.93 3.80 FORGED_MUA_OUTLOOK
2.660 5.4579 0.0008 1.000 0.92 2.45 HELO_DYNAMIC_HCC
5.607 11.4967 0.0084 0.999 0.92 1.14 HTML_BACKHAIR_8
2.461 5.0484 0.0008 1.000 0.92 0.00 DRUGS_DIET_PAIN
2.114 4.3385 0.0000 1.000 0.92 2.96 DRUGS_SLEEP_EREC
2.319 4.7572 0.0011 1.000 0.91 2.55 HELO_DYNAMIC_IPADDR2
7.099 14.5544 0.0110 0.999 0.91 1.65 RCVD_HELO_IP_MISMATCH
2.111 4.3305 0.0008 1.000 0.91 0.00 DRUGS_DEPR_EREC
4.373 8.9643 0.0084 0.999 0.91 2.55 MSGID_RANDY
14.135 28.9874 0.0144 1.000 0.90 0.00 MIME_HTML_ONLY_MULTI
4.763 9.7625 0.0095 0.999 0.90 2.39 DRUGS_ERECTILE_OBFU
1.493 3.0621 0.0004 1.000 0.89 0.00 HTML_NONELEMENT_90_100
1.421 2.9163 0.0000 1.000 0.89 2.94 SUBJECT_DRUG_GAP_X
1.388 2.8480 0.0000 1.000 0.88 2.93 SUBJECT_DRUG_GAP_VA
1.741 3.5687 0.0030 0.999 0.88 3.45 DRUGS_PAIN_OBFU
1.750 3.5875 0.0034 0.999 0.88 3.48 HTML_IMAGE_ONLY_04
5.134 10.5199 0.0141 0.999 0.88 0.20 DRUGS_ANXIETY
3.022 6.1902 0.0095 0.998 0.88 0.00 DRUGS_PAIN_EREC
5.447 11.1607 0.0148 0.999 0.88 1.64 UNIQUE_WORDS
1.219 2.5012 0.0000 1.000 0.88 2.44 MSGID_YAHOO_CAPS
3.086 6.3204 0.0103 0.998 0.87 3.61 MSGID_DOLLARS
1.213 2.4877 0.0004 1.000 0.87 3.61 RATWARE_RCVD_PF
2.249 4.6066 0.0068 0.999 0.87 0.05 DRUGS_SLEEP
1.483 3.0402 0.0030 0.999 0.87 3.61 BAYES_90
1.329 2.7250 0.0027 0.999 0.86 3.16 SUBJECT_DRUG_GAP_VIA
2.792 5.7176 0.0106 0.998 0.86 3.46 SUBJ_ILLEGAL_CHARS
1.091 2.2384 0.0000 1.000 0.86 2.92 SUBJECT_DRUG_GAP_S
2.214 4.5339 0.0091 0.998 0.85 0.80 HTML_OBFUSCATE_10_20
1.112 2.2795 0.0011 1.000 0.85 0.02 HTML_NONELEMENT_80_90
1.017 2.0878 0.0000 1.000 0.85 3.00 HTML_OBFUSCATE_30_40
1.015 2.0822 0.0000 1.000 0.85 2.69 RATWARE_RCVD_AT
1.173 2.4030 0.0030 0.999 0.85 3.51 BAYES_95
1.121 2.2983 0.0023 0.999 0.85 0.86 FORGED_MUA_AOL_FROM
2.496 5.1087 0.0118 0.998 0.84 0.00 DRUGS_MUSCLE
4.397 9.0026 0.0194 0.998 0.84 0.00 FORGED_OUTLOOK_HTML
2.789 5.7088 0.0141 0.998 0.84 2.73 HTML_IMAGE_ONLY_08
1.541 3.1544 0.0076 0.998 0.84 3.52 BAYES_75
2.982 6.1031 0.0152 0.998 0.84 0.04 FORGED_OUTLOOK_TAGS
0.960 1.9699 0.0004 1.000 0.84 2.88 HTML_OBFUSCATE_50_60
0.902 1.8513 0.0000 1.000 0.84 2.69 HTML_BADTAG_90_100
2.589 5.2993 0.0133 0.997 0.84 2.53 DOMAIN_RATIO
1.004 2.0578 0.0015 0.999 0.84 3.12 MIME_BOUND_DIGITS_15
0.858 1.7606 0.0000 1.000 0.83 3.22 HELO_DYNAMIC_COMCAST
1.018 2.0866 0.0027 0.999 0.83 1.67 INVALID_TZ_EST
0.834 1.7118 0.0000 1.000 0.83 2.70 DRUGS_DIET_OBFU
2.297 4.6989 0.0144 0.997 0.82 0.00 DRUGS_DEPRESSION
1.088 2.2272 0.0049 0.998 0.82 1.87 OBFUSCATING_COMMENT
0.821 1.6843 0.0011 0.999 0.82 2.90 ONLINE_PHARMACY
0.753 1.5444 0.0000 1.000 0.82 2.93 EMAIL_ROT13
0.838 1.7166 0.0023 0.999 0.81 3.19 OBSCURED_EMAIL
0.739 1.5169 0.0000 1.000 0.81 2.31 HTML_BADTAG_60_70
0.971 1.9871 0.0046 0.998 0.81 0.00 FORGED_AOL_HTML
0.735 1.5081 0.0004 1.000 0.81 0.02 HTML_SHORT_CENTER
0.727 1.4925 0.0000 1.000 0.81 2.74 HTML_OBFUSCATE_40_50
1.264 2.5823 0.0103 0.996 0.81 0.01 HTML_OBFUSCATE_20_30
0.723 1.4845 0.0000 1.000 0.80 2.76 HELO_DYNAMIC_ATTBI
0.764 1.5652 0.0027 0.998 0.80 1.17 HTML_NONELEMENT_70_80
3.993 8.1661 0.0254 0.997 0.80 1.36 DRUGS_PAIN
0.893 1.8261 0.0057 0.997 0.80 0.50 HTML_FONT_SIZE_LARGE
0.714 1.4634 0.0019 0.999 0.79 3.33 MSGID_SPAM_ALPHA_NUM
1.088 2.2232 0.0091 0.996 0.79 1.37 UNRESOLVED_TEMPLATE
2.370 4.8415 0.0213 0.996 0.79 1.81 URI_AFFILIATE
18.939 38.8173 0.0418 0.999 0.78 1.82 MPART_ALT_DIFF
0.607 1.2444 0.0004 1.000 0.78 2.05 PERCENT_RANDOM
1.192 2.4301 0.0141 0.994 0.78 2.15 FORGED_HOTMAIL_RCVD
0.559 1.1473 0.0004 1.000 0.78 1.03 HTML_BADTAG_50_60
0.533 1.0934 0.0000 1.000 0.78 2.89 VIA_GAP_GRA
0.615 1.2608 0.0015 0.999 0.77 3.19 NIGERIAN_BODY1
0.565 1.1577 0.0008 0.999 0.77 0.00 HTML_BADTAG_40_50
2.683 5.4787 0.0247 0.996 0.77 2.74 HTML_IMAGE_ONLY_12
0.712 1.4578 0.0038 0.997 0.77 0.00 FROM_ILLEGAL_CHARS
0.521 1.0694 0.0000 1.000 0.77 3.06 HELO_DYNAMIC_OOL
0.633 1.2964 0.0027 0.998 0.77 0.41 DRUG_DOSAGE
9.530 19.5101 0.0429 0.998 0.77 1.91 LONGWORDS
0.626 1.2804 0.0034 0.997 0.76 0.08 HTML_NONELEMENT_60_70
0.629 1.2860 0.0046 0.996 0.76 0.10 HTML_SHORT_COMMENT
0.491 1.0059 0.0008 0.999 0.75 2.19 NIGERIAN_BODY2
0.496 1.0163 0.0015 0.999 0.75 1.65 X_AUTH_WARN_FAKED
0.471 0.9664 0.0004 1.000 0.75 0.99 HELO_DYNAMIC_SPLIT_IP
0.470 0.9628 0.0011 0.999 0.74 2.50 SUBJECT_DRUG_GAP_C
0.486 0.9947 0.0023 0.998 0.74 0.02 HTML_BADTAG_30_40
0.536 1.0938 0.0053 0.995 0.74 0.04 HTML_BADTAG_20_30
0.439 0.9009 0.0008 0.999 0.74 3.02 STRONG_BUY
0.399 0.8186 0.0000 1.000 0.74 2.69 SUBJECT_DRUG_GAP_VIC
2.786 5.6812 0.0338 0.994 0.73 1.40 MIME_BASE64_TEXT
0.478 0.9772 0.0027 0.997 0.73 3.05 MSGID_SPAM_LETTERS
1.312 2.6690 0.0228 0.992 0.73 0.56 HTML_OBFUSCATE_05_10
0.453 0.9276 0.0019 0.998 0.73 1.15 HG_HORMONE
0.392 0.8046 0.0000 1.000 0.73 2.55 RATWARE_EGROUPS
0.394 0.8082 0.0004 1.000 0.73 2.69 ENTITY_DEC_ALPHANUM
0.721 1.4689 0.0106 0.993 0.73 0.22 MONEY_BACK
0.532 1.0854 0.0065 0.994 0.73 1.46 URI_OFFERS
0.385 0.7906 0.0000 1.000 0.73 2.45 FORGED_MUA_THEBAT_BOUN
0.586 1.1949 0.0080 0.993 0.72 0.00 IMPOTENCE
0.385 0.7890 0.0000 1.000 0.72 2.43 HTML_OBFUSCATE_60_70
0.384 0.7882 0.0000 1.000 0.72 2.48 FORGED_MUA_OIMO
0.517 1.0539 0.0065 0.994 0.72 0.00 HTML_NONELEMENT_50_60
0.528 1.0762 0.0076 0.993 0.72 0.03 HTML_TAG_BALANCE_HEAD
1.630 3.3150 0.0289 0.991 0.72 1.02 HTML_FONT_LOW_CONTRAST
0.357 0.7335 0.0000 1.000 0.71 2.47 KOREAN_UCE_SUBJECT
0.517 1.0515 0.0084 0.992 0.71 2.25 ALL_NATURAL
0.390 0.7978 0.0030 0.996 0.71 0.50 FORGED_MUA_EUDORA
0.414 0.8441 0.0046 0.995 0.70 1.10 HTML_ATTR_UNIQUE
0.347 0.7115 0.0004 0.999 0.70 0.60 INVALID_TZ_CST
0.508 1.0331 0.0084 0.992 0.70 0.00 HTML_COMMENT_SHORT
0.338 0.6927 0.0000 1.000 0.70 2.87 FAKE_OUTBLAZE_RCVD
1.103 0.0256 2.1272 0.012 0.70 -2.87 ALL_TRUSTED
1.558 3.1628 0.0330 0.990 0.70 0.14 HTML_BACKHAIR_4
0.330 0.6767 0.0000 1.000 0.70 2.43 FORGED_THEBAT_HTML
0.332 0.6815 0.0004 0.999 0.70 2.27 NIGERIAN_BODY3
0.332 0.6799 0.0008 0.999 0.69 0.55 FORGED_IMS_HTML
0.304 0.6240 0.0000 1.000 0.69 1.20 FORGED_AOL_TAGS
1.175 2.3806 0.0281 0.988 0.69 0.11 BODY_ENHANCEMENT2
0.300 0.6152 0.0000 1.000 0.69 2.57 HELO_DYNAMIC_YAHOOBB
0.351 0.7175 0.0030 0.996 0.69 1.90 FROM_NUM_AT_WEBMAIL
1.871 3.7932 0.0429 0.989 0.68 2.86 DATE_IN_FUTURE_12_24
0.297 0.6080 0.0008 0.999 0.68 2.31 RATWARE_NETIP
0.600 1.2145 0.0156 0.987 0.68 1.12 HTML_FONT_SIZE_NONE
0.393 0.7978 0.0072 0.991 0.68 1.68 FORGED_MUA_IMS
0.395 0.8026 0.0080 0.990 0.67 0.00 DRUG_ED_CAPS
0.279 0.5713 0.0008 0.999 0.67 1.66 BANG_EXERCISE
0.677 1.3691 0.0194 0.986 0.67 0.07 HTML_SHORT_LENGTH
0.257 0.5273 0.0000 1.000 0.67 2.09 HTML_BADTAG_70_80
0.470 0.9520 0.0122 0.987 0.66 2.77 FROM_ALL_NUMS
0.753 1.5197 0.0232 0.985 0.66 0.59 FRONTPAGE
7.858 16.0301 0.0885 0.995 0.66 0.80 DRUGS_ERECTILE
0.660 1.3323 0.0201 0.985 0.66 0.07 BODY_ENHANCEMENT
0.300 0.6116 0.0038 0.994 0.66 0.70 SUBJECT_DRUG_GAP_P
1.105 2.2324 0.0330 0.985 0.66 2.06 MAILTO_SUBJ_REMOVE
0.241 0.4950 0.0000 1.000 0.66 2.77 SUBJECT_SEXUAL
0.240 0.4930 0.0000 1.000 0.66 2.52 RATWARE_OE_MALFORMED
0.833 1.6815 0.0266 0.984 0.65 0.00 HTML_LINK_CLICK_CAPS
0.372 0.7538 0.0095 0.988 0.65 0.04 STOCK_PICK
0.231 0.4730 0.0000 1.000 0.65 2.26 HTML_OBFUSCATE_70_80
0.431 0.8705 0.0133 0.985 0.65 0.41 SUBJ_BUY
0.232 0.4762 0.0004 0.999 0.65 2.29 MORE_SEX
1.815 3.6650 0.0562 0.985 0.65 0.00 MIME_HEADER_CTYPE_ONLY
0.257 0.5253 0.0027 0.995 0.65 1.53 MILLION_USD
0.454 0.9160 0.0144 0.984 0.65 0.00 HTML_NONELEMENT_40_50
1.222 2.4625 0.0422 0.983 0.65 1.90 SUBJ_HAS_SPACES
4.454 9.0498 0.0858 0.991 0.65 0.08 HTML_MIME_NO_HTML_TAG
0.222 0.4554 0.0000 1.000 0.65 2.57 DEEP_DISC_MEDS
0.218 0.4466 0.0000 1.000 0.64 2.17 FORGED_IMS_TAGS
0.212 0.4354 0.0000 1.000 0.64 1.52 NIGERIAN_BODY4
0.307 0.6232 0.0072 0.989 0.64 1.76 SORTED_RECIPS
0.251 0.5114 0.0030 0.994 0.64 1.86 X_LIBRARY
0.436 0.8785 0.0152 0.983 0.64 1.94 SUBJ_DOLLARS
0.352 0.7131 0.0095 0.987 0.64 1.84 HTML_LINK_PUSH_HERE
0.202 0.4139 0.0000 1.000 0.64 2.18 SUBJECT_DRUG_GAP_L
0.228 0.4662 0.0015 0.997 0.64 0.08 X_ORIG_IP_NOT_IPV4
0.664 1.3379 0.0243 0.982 0.64 0.25 BANG_GUAR
0.277 0.5637 0.0053 0.991 0.64 0.06 SUBJECT_DIET
0.759 1.5261 0.0292 0.981 0.63 0.96 HEAD_ILLEGAL_CHARS
0.179 0.3675 0.0000 1.000 0.63 2.06 REVERSE_AGING
0.947 1.9020 0.0387 0.980 0.63 0.01 HTML_FONT_SIZE_TINY
0.379 0.7642 0.0133 0.983 0.63 0.82 SATIS_GUAR
0.905 1.8177 0.0380 0.980 0.63 0.71 MIME_HTML_MOSTLY
0.170 0.3480 0.0000 1.000 0.63 2.59 NOT_ADVISOR
2.589 5.2374 0.0722 0.986 0.63 1.59 RCVD_ILLEGAL_IP
0.192 0.3931 0.0015 0.996 0.62 2.38 STOCK_ALERT
0.166 0.3404 0.0000 1.000 0.62 2.59 MIME_BOUND_RKFINDY
0.169 0.3468 0.0008 0.998 0.62 2.59 MIME_BOUND_MANY_HEX
10.230 20.8500 0.1341 0.994 0.62 2.43 BIZ_TLD
0.157 0.3228 0.0000 1.000 0.62 2.39 HELO_DYNAMIC_ADELPHIA
0.172 0.3516 0.0015 0.996 0.62 1.75 TERRA_ES
1.238 2.4833 0.0547 0.978 0.62 0.52 HTML_FONT_TINY
0.407 0.8162 0.0182 0.978 0.61 0.19 CLICK_TO_REMOVE_1
3.296 6.6696 0.0896 0.987 0.61 2.10 FORGED_YAHOO_RCVD
0.229 0.4650 0.0049 0.989 0.61 1.77 RATWARE_HASH_2_V2
0.177 0.3615 0.0023 0.994 0.61 2.13 ENGLISH_UCE_SUBJECT
0.154 0.3148 0.0008 0.998 0.61 2.50 MSGID_OUTLOOK_INVALID
0.146 0.2988 0.0000 1.000 0.61 1.75 RATWARE_MOZ_MALFORMED
0.206 0.4175 0.0046 0.989 0.61 2.48 NA_DOLLARS
0.152 0.3112 0.0008 0.998 0.61 0.00 DRUG_ED_GENERIC
0.204 0.4127 0.0049 0.988 0.60 0.09 RATWARE_HASH_2
1.172 2.3446 0.0570 0.976 0.60 1.39 MIME_BASE64_BLANKS
0.217 0.4398 0.0061 0.986 0.60 0.72 SAVE_THOUSANDS
0.146 0.2988 0.0011 0.996 0.60 0.78 RATWARE_GECKO_BUILD
0.141 0.2880 0.0004 0.999 0.60 1.60 DRUG_ED_SILD
0.501 1.0019 0.0247 0.976 0.60 0.01 HTML_COMMENT_SHOUTING
0.748 1.4949 0.0380 0.975 0.60 0.97 RCVD_FAKE_HELO_DOTCOM
0.163 0.3308 0.0034 0.990 0.60 2.50 DATE_IN_FUTURE_48_96
0.142 0.2892 0.0011 0.996 0.60 0.61 HTML_ATTR_BAD
0.243 0.4906 0.0084 0.983 0.59 0.40 GUARANTEED_STUFF
0.366 0.7327 0.0175 0.977 0.59 0.60 NO_RDNS_DOTCOM_HELO
0.146 0.2976 0.0019 0.994 0.59 2.27 HTML_FONT_SIZE_HUGE
0.134 0.2745 0.0004 0.999 0.59 0.40 HTML_CONVERTED
0.132 0.2705 0.0004 0.999 0.59 0.47 DRUGS_SMEAR1
0.127 0.2609 0.0000 1.000 0.59 2.43 HELO_DYNAMIC_DIALIN
0.941 1.8764 0.0517 0.973 0.59 0.01 HTML_BADTAG_10_20
0.294 0.5893 0.0133 0.978 0.59 0.61 AS_SEEN_ON
0.149 0.3032 0.0030 0.990 0.59 2.50 FORGED_MUA_MOZILLA
0.137 0.2796 0.0015 0.995 0.59 1.14 HTML_MISSING_CTYPE
0.126 0.2593 0.0000 1.000 0.59 2.07 FAKE_HELO_MSN
0.274 0.5497 0.0125 0.978 0.59 0.19 IP_LINK_PLUS
0.194 0.3899 0.0072 0.982 0.58 0.00 MIME_BASE64_ILLEGAL
0.247 0.4962 0.0110 0.978 0.58 2.40 MARKETING_PARTNERS
0.143 0.2896 0.0034 0.988 0.58 2.24 FROM_OFFERS
1.106 2.2068 0.0592 0.974 0.58 0.79 HTML_TITLE_UNTITLED
0.203 0.4087 0.0080 0.981 0.58 0.67 GUARANTEED_100_PERCENT
0.745 1.4853 0.0422 0.972 0.58 1.32 USERPASS
0.882 1.7534 0.0532 0.971 0.58 0.82 BAD_CREDIT
0.862 1.7122 0.0532 0.970 0.57 0.02 X_MSMAIL_PRIORITY_HIGH
0.164 0.3292 0.0065 0.981 0.57 1.43 HAIR_LOSS
0.193 0.3871 0.0084 0.979 0.57 2.35 ROUND_THE_WORLD_LOCAL
0.114 0.2333 0.0008 0.997 0.57 2.40 RATWARE_STORM_URI
0.296 0.5901 0.0160 0.974 0.57 0.46 TO_MALFORMED
0.105 0.2161 0.0000 1.000 0.57 1.67 SUBJ_2_NUM_PARENS
0.370 0.7363 0.0216 0.971 0.57 1.82 PORN_URL_SEX
0.118 0.2417 0.0011 0.995 0.57 1.96 YAHOO_DRS_REDIR
0.147 0.2964 0.0049 0.984 0.57 1.84 HTML_TAG_EXIST_MARQUEE
0.548 1.0870 0.0357 0.968 0.57 1.07 HTML_00_10
0.110 0.2257 0.0008 0.997 0.57 1.72 BANG_OPRAH
0.174 0.3480 0.0084 0.977 0.57 0.00 CONSOLIDATE_DEBT
0.097 0.1981 0.0000 1.000 0.56 1.91 HTML_FORMACTION_MAILTO
1.739 3.4732 0.0911 0.974 0.56 1.42 FORGED_HOTMAIL_RCVD2
0.096 0.1978 0.0000 1.000 0.56 1.83 DIET_3
0.157 0.3132 0.0076 0.976 0.56 2.30 DATE_IN_FUTURE_24_48
0.435 0.8625 0.0285 0.968 0.56 0.47 HTML_COMMENT_SAVED_URL
0.094 0.1926 0.0000 1.000 0.56 1.98 CONFIRMED_FORGED
0.093 0.1902 0.0000 1.000 0.56 1.89 HELO_DYNAMIC_ROGERS
0.092 0.1886 0.0000 1.000 0.56 1.92 WRINKLES
0.091 0.1866 0.0000 1.000 0.56 2.31 FAKE_HELO_MAIL_COM_DOM
0.088 0.1806 0.0000 1.000 0.55 1.83 HTML_BADTAG_80_90
0.087 0.1794 0.0000 1.000 0.55 2.31 CHINA_HEADER
0.186 0.3707 0.0110 0.971 0.55 0.11 HTML_EMBEDS
0.086 0.1770 0.0000 1.000 0.55 1.84 MULTI_FORGED
1.973 3.9254 0.1166 0.971 0.55 0.10 HTML_TAG_BALANCE_BODY
0.079 0.1618 0.0000 1.000 0.55 2.31 EXCUSE_23
0.410 0.8102 0.0296 0.965 0.54 0.05 HTML_SHOUTING4
1.148 2.2671 0.0839 0.964 0.54 1.55 INVALID_TZ_GMT
0.474 0.9348 0.0349 0.964 0.54 0.21 LOW_PRICE
0.131 0.2621 0.0068 0.975 0.54 1.77 PORN_URL_MISC
0.143 0.2856 0.0084 0.972 0.54 1.78 EXCUSE_6
5.118 10.2966 0.1952 0.981 0.54 1.12 HTML_IMAGE_RATIO_02
1.567 3.1033 0.1067 0.967 0.54 1.99 HTML_IMAGE_ONLY_16
0.074 0.1510 0.0000 1.000 0.54 2.22 HDR_ORDER_TRIMRS
0.076 0.1546 0.0004 0.998 0.54 1.10 DRUG_ED_ONLINE
0.248 0.4898 0.0175 0.966 0.54 0.03 UPPERCASE_75_100
0.068 0.1390 0.0000 1.000 0.54 0.19 HDR_ORDER_MTSRIX
0.264 0.5217 0.0197 0.964 0.54 0.82 SUSPICIOUS_RECIPS
2.163 4.3002 0.1310 0.970 0.54 1.28 MISSING_SUBJECT
0.082 0.1658 0.0019 0.989 0.53 2.18 SUBJ_LIFE_INSURANCE
0.107 0.2137 0.0053 0.976 0.53 0.03 HTML_SHOUTING5
0.083 0.1670 0.0023 0.987 0.53 0.54 HELO_DYNAMIC_CHELLO_NL
0.300 0.5917 0.0232 0.962 0.53 1.82 TRACKER_ID
2.652 5.2817 0.1519 0.972 0.53 0.04 RCVD_DOUBLE_IP_LOOSE
0.391 0.7698 0.0311 0.961 0.53 2.08 GAPPY_SUBJECT
0.078 0.1578 0.0019 0.988 0.53 0.91 NO_FORMS
0.498 0.9776 0.0422 0.959 0.53 1.65 FROM_NO_LOWER
1.374 2.7058 0.1075 0.962 0.53 0.07 MAILTO_TO_REMOVE
0.058 0.1187 0.0000 1.000 0.53 2.01 HELO_DYNAMIC_VTR
0.059 0.1206 0.0004 0.997 0.53 1.99 NO_CREDIT_CHECK
0.056 0.1143 0.0000 1.000 0.53 1.81 HTTP_77
0.722 1.4178 0.0596 0.960 0.52 0.04 EXCUSE_10
0.131 0.2597 0.0091 0.966 0.52 0.00 MORTGAGE_BEST
0.101 0.2017 0.0061 0.971 0.52 1.03 DIET_2
0.064 0.1306 0.0015 0.989 0.52 0.19 PORN_URL_SLUT
1.227 2.4133 0.0999 0.960 0.52 2.05 DATE_IN_FUTURE_03_06
0.116 0.2293 0.0076 0.968 0.52 1.93 DATE_IN_FUTURE_96_XX
0.055 0.1123 0.0004 0.997 0.52 0.08 SUBJ_GUARANTEED
0.100 0.1989 0.0061 0.970 0.52 0.02 ONE_TIME_MAILING
0.051 0.1055 0.0000 1.000 0.52 2.13 FAKE_HELO_EXCITE
0.059 0.1194 0.0015 0.987 0.52 2.12 RATWARE_RCVD_LC_ESMTP
0.727 1.4262 0.0619 0.958 0.52 0.22 MIME_MISSING_BOUNDARY
1.710 3.3657 0.1360 0.961 0.52 0.01 HTML_SHOUTING3
3.502 6.9780 0.1982 0.972 0.52 0.00 HTML_FONT_INVISIBLE
0.064 0.1294 0.0023 0.983 0.52 0.00 HIDE_WIN_STATUS
0.157 0.3076 0.0141 0.956 0.52 0.91 SOME_BREAKTHROUGH
0.067 0.1346 0.0027 0.981 0.52 0.07 AMAZING_STUFF
1.779 3.4964 0.1455 0.960 0.51 0.03 HTML_BACKHAIR_2
0.070 0.1394 0.0034 0.976 0.51 0.13 OFFSHORE_SCAM
0.051 0.1043 0.0004 0.996 0.51 2.12 FORWARD_LOOKING
0.499 0.9736 0.0475 0.954 0.51 0.01 HTML_NONELEMENT_20_30
0.070 0.1390 0.0034 0.976 0.51 1.46 FROM_NO_USER
0.289 0.5657 0.0254 0.957 0.51 1.51 FROM_HAS_MIXED_NUMS3
0.048 0.0987 0.0004 0.996 0.51 0.00 FORGED_QUALCOMM_TAGS
0.046 0.0947 0.0000 1.000 0.51 1.80 RCVD_AM_PM
0.055 0.1115 0.0019 0.983 0.51 0.02 NASTY_GIRLS
0.064 0.1286 0.0030 0.977 0.51 0.11 FAKE_HELO_MAIL_COM
0.120 0.2353 0.0103 0.958 0.51 0.17 MORTGAGE_RATES
0.074 0.1470 0.0046 0.970 0.51 0.41 BILLION_DOLLARS
0.298 0.5833 0.0270 0.956 0.51 0.07 MORTGAGE_PITCH
0.052 0.1043 0.0015 0.986 0.50 0.90 URI_4YOU
0.048 0.0971 0.0011 0.988 0.50 0.92 REFINANCE_YOUR_HOME
0.385 0.7483 0.0399 0.949 0.50 0.29 BANG_MORE
0.231 0.4506 0.0224 0.953 0.50 1.06 URG_BIZ
0.041 0.0835 0.0000 1.000 0.50 1.68 HELO_DYNAMIC_RR2
0.147 0.2864 0.0152 0.950 0.50 2.02 FORGED_JUNO_RCVD
0.040 0.0831 0.0000 1.000 0.50 1.89 CONFIDENTIAL_ORDER
0.040 0.0819 0.0000 1.000 0.50 1.86 WITH_LC_SMTP
1.538 3.0030 0.1458 0.954 0.50 0.27 DIET_1
0.134 0.2601 0.0141 0.949 0.50 0.00 HTML_WIN_OPEN
0.166 0.3212 0.0182 0.946 0.49 0.95 SUB_HELLO
0.044 0.0887 0.0011 0.987 0.49 2.04 PORN_15
0.439 0.8473 0.0505 0.944 0.49 0.00 HTML_TABLE_THICK_BORD
5.024 9.9954 0.2978 0.971 0.49 1.69 INFO_TLD
0.049 0.0979 0.0030 0.970 0.49 0.94 CUM_SHOT
0.081 0.1578 0.0076 0.954 0.49 2.04 SUBJ_YOUR_DEBT
0.038 0.0771 0.0008 0.990 0.48 0.00 HTML_SHOUTING7
0.035 0.0727 0.0000 1.000 0.48 1.71 WHY_PAY_MORE
0.047 0.0931 0.0034 0.965 0.48 1.19 REFINANCE_NOW
0.038 0.0763 0.0011 0.985 0.48 1.87 NUMERIC_HTTP_ADDR
0.040 0.0791 0.0019 0.977 0.48 1.95 UNCLAIMED_MONEY
0.035 0.0719 0.0004 0.995 0.48 1.80 HELO_DYNAMIC_VELOX
0.034 0.0695 0.0000 1.000 0.48 1.66 HTML_OBFUSCATE_90_100
0.145 0.2788 0.0179 0.940 0.48 0.03 CREDIT_CARD
1.771 3.4401 0.1834 0.949 0.48 0.83 NORMAL_HTTP_TO_IP
0.047 0.0923 0.0042 0.957 0.48 0.80 DISGUISE_PORN
0.033 0.0683 0.0000 1.000 0.48 1.66 HTML_OBFUSCATE_80_90
0.033 0.0675 0.0000 1.000 0.48 1.99 MSGID_FROM_MTA_HOTMAIL
0.037 0.0743 0.0015 0.980 0.48 2.03 SUBJ_YOUR_FAMILY
0.215 0.4139 0.0254 0.942 0.47 0.80 WHY_WAIT
0.545 1.0471 0.0676 0.939 0.47 0.00 HTTP_ESCAPED_HOST
0.295 0.5677 0.0349 0.942 0.47 0.01 HTML_NONELEMENT_30_40
0.032 0.0659 0.0000 1.000 0.47 1.78 MSGID_SPAM_ZEROES
0.054 0.1051 0.0061 0.945 0.47 1.94 NIGERIAN_SUBJECT2
1.580 3.0589 0.1739 0.946 0.47 0.47 MIME_BOUND_NEXTPART
0.032 0.0655 0.0000 1.000 0.47 1.94 BANG_QUOTE
0.092 0.1770 0.0110 0.941 0.47 0.09 HTML_TAG_EXIST_PARAM
0.032 0.0647 0.0000 1.000 0.47 1.66 HELO_DYNAMIC_HOME_NL
1.621 3.1328 0.1831 0.945 0.47 1.02 HTML_IMAGE_ONLY_20
0.058 0.1107 0.0072 0.939 0.47 0.03 URI_LONG_HOSTNAME
0.033 0.0667 0.0008 0.989 0.47 1.79 WE_HONOR_ALL
0.034 0.0691 0.0015 0.978 0.47 1.88 BLANK_LINES_90_100
0.032 0.0655 0.0008 0.989 0.47 1.87 EXCUSE_24
0.511 0.9796 0.0661 0.937 0.47 0.53 INVALID_MSGID
0.032 0.0647 0.0008 0.988 0.47 1.70 JS_FROMCHARCODE
0.028 0.0583 0.0000 1.000 0.47 1.94 RATWARE_JPFREE
0.071 0.1346 0.0099 0.932 0.46 1.94 FREE_PORN
0.255 0.4910 0.0311 0.940 0.46 1.87 ADDRESS_IN_SUBJECT
0.028 0.0571 0.0000 1.000 0.46 1.58 MSGID_SPAM_99X9XX99
0.034 0.0683 0.0019 0.973 0.46 1.86 FIN_FREE
0.047 0.0903 0.0061 0.937 0.46 1.94 DOMAIN_4U2
0.057 0.1079 0.0080 0.931 0.46 0.43 ACT_NOW_CAPS
0.759 1.4614 0.0904 0.942 0.46 0.04 HTML_FONT_FACE_BAD
0.028 0.0563 0.0004 0.993 0.46 1.80 COMPETE
0.031 0.0627 0.0015 0.976 0.46 1.89 FREE_PREVIEW
2.952 5.7467 0.2959 0.951 0.46 0.02 MIME_BASE64_NO_NAME
0.039 0.0759 0.0042 0.948 0.46 0.22 FREE_SAMPLE
0.039 0.0747 0.0046 0.943 0.45 0.05 FREE_QUOTE_INSTANT
0.039 0.0747 0.0046 0.943 0.45 1.44 EXCUSE_4
0.132 0.2497 0.0197 0.927 0.45 0.51 EXCUSE_REMOVE
0.147 0.2792 0.0220 0.927 0.45 1.61 SOMETHING_FOR_ADULTS
0.108 0.2033 0.0171 0.922 0.45 0.82 MSGID_NO_HOST
3.058 5.9429 0.3152 0.950 0.45 1.84 PRIORITY_NO_NAME
0.025 0.0511 0.0008 0.985 0.45 1.68 FROM_NONSENDING_DOMAIN
0.177 0.3356 0.0266 0.927 0.45 0.00 REPLY_TO_ULINE_NUMS
0.022 0.0451 0.0000 1.000 0.45 1.85 SENT_IN_COMPLIANCE
6.043 11.9868 0.3927 0.968 0.45 0.03 HTML_TEXT_AFTER_HTML
0.050 0.0943 0.0084 0.919 0.45 0.04 HTML_SHOUTING9
0.047 0.0891 0.0076 0.921 0.45 1.47 GET_PAID
0.033 0.0643 0.0030 0.955 0.45 1.84 SELECTED_YOU
0.021 0.0431 0.0000 1.000 0.45 1.57 RCVD_BONUS_SPC_DATE
0.105 0.1974 0.0171 0.920 0.45 0.00 ENTITY_DEC_SPACE
0.030 0.0595 0.0027 0.957 0.45 1.08 MEET_SINGLES
0.418 0.7942 0.0611 0.929 0.45 0.74 BLANK_LINES_70_80
0.035 0.0675 0.0042 0.942 0.45 1.79 WHILE_YOU_SLEEP
0.020 0.0419 0.0000 1.000 0.45 1.85 RESISTANCE_IS_FUTILE
0.021 0.0427 0.0004 0.991 0.44 1.85 BE_BOSS
0.020 0.0415 0.0000 1.000 0.44 1.25 YOU_CAN_SEARCH
0.032 0.0611 0.0034 0.947 0.44 1.42 SEDUCTION
2.844 5.4947 0.3232 0.944 0.44 1.35 HTML_10_20
1.277 2.4237 0.1872 0.928 0.44 0.08 X_PRIORITY_HIGH
0.124 0.2329 0.0205 0.919 0.44 1.04 ADDR_FREE
0.020 0.0403 0.0000 1.000 0.44 1.61 PREST_NON_ACCREDITED
0.327 0.6168 0.0513 0.923 0.44 1.58 DEAR_SOMETHING
0.019 0.0392 0.0000 1.000 0.44 1.80 MICRO_CAP_WARNING
0.024 0.0467 0.0019 0.961 0.44 1.61 TO_NO_USER
0.020 0.0403 0.0004 0.991 0.44 1.69 BARGAIN_URL
0.019 0.0384 0.0000 1.000 0.44 1.51 NIGERIAN_BODY_GOVT_3
0.554 1.0455 0.0862 0.924 0.44 0.00 EXTRA_MPART_TYPE
0.019 0.0396 0.0004 0.990 0.44 1.85 HARDCORE_PORN
0.059 0.1079 0.0118 0.902 0.44 1.77 WEIRD_QUOTING
0.903 1.6999 0.1447 0.922 0.44 0.00 ORDER_NOW
0.024 0.0471 0.0023 0.954 0.44 1.80 BILL_1618
0.020 0.0403 0.0008 0.982 0.44 1.85 PAY_SITE
0.018 0.0376 0.0000 1.000 0.44 1.50 RATWARE_HASH_DASH
1.148 2.1780 0.1690 0.928 0.44 0.79 HTML_IMAGE_ONLY_24
1.250 2.3634 0.1907 0.925 0.44 0.52 HTML_IMAGE_RATIO_04
1.060 2.0043 0.1629 0.925 0.44 0.00 HTML_TAG_BALANCE_HTML
0.021 0.0411 0.0011 0.973 0.44 1.61 AMATEUR_PORN
1.944 3.6782 0.2951 0.926 0.43 0.31 HTML_WEB_BUGS
0.047 0.0855 0.0095 0.900 0.43 1.73 SUBJ_FOR_ONLY
0.060 0.1095 0.0129 0.894 0.43 0.00 LOW_INTEREST
0.093 0.1722 0.0179 0.906 0.43 0.22 BLANK_LINES_80_90
0.019 0.0380 0.0011 0.971 0.43 1.30 PORN_16
0.018 0.0368 0.0008 0.980 0.43 1.76 BUY_DIRECT
0.028 0.0535 0.0042 0.928 0.43 0.04 ONE_TIME
1.686 3.1828 0.2624 0.924 0.43 0.00 REMOVE_PAGE
0.056 0.1015 0.0125 0.890 0.43 0.63 EXTRA_CASH
0.021 0.0415 0.0023 0.948 0.43 1.68 BEEN_TURNED_DOWN
0.015 0.0316 0.0000 1.000 0.43 1.76 HTTP_CTRL_CHARS_HOST
0.030 0.0559 0.0049 0.919 0.43 1.13 FORGED_EUDORAMAIL_RCVD
6.414 12.6496 0.4854 0.963 0.43 1.76 MSGID_FROM_MTA_ID
0.015 0.0312 0.0000 1.000 0.43 1.45 HELO_DYNAMIC_HEXIP
0.015 0.0308 0.0000 1.000 0.43 1.76 REMOVE_POSTAL
7.345 14.5312 0.5127 0.966 0.43 0.00 FORGED_RCVD_NET_HELO
5.722 11.2518 0.4645 0.960 0.42 0.75 HTML_TEXT_AFTER_BODY
6.741 13.3020 0.5040 0.963 0.42 0.00 MISSING_MIMEOLE
0.023 0.0435 0.0038 0.920 0.42 1.76 EARN_PER_WEEK
0.014 0.0296 0.0000 1.000 0.42 1.42 DRUG_ED_COMBO
0.017 0.0328 0.0011 0.966 0.42 0.00 HIDDEN_CHARGES
0.014 0.0288 0.0000 1.000 0.42 1.47 FORGED_TELESP_RCVD
0.880 1.6427 0.1550 0.914 0.42 0.00 HTML_NONELEMENT_10_20
0.337 0.6276 0.0608 0.912 0.42 0.02 HTML_EVENT_UNSAFE
0.017 0.0328 0.0015 0.956 0.42 1.11 BANKRUPTCY
0.721 1.3411 0.1306 0.911 0.42 0.81 SUBJ_HAS_UNIQ_ID
0.033 0.0603 0.0068 0.898 0.42 1.48 HEADER_COUNT_CTYPE
0.043 0.0775 0.0103 0.883 0.42 0.00 THE_BEST_RATE
0.049 0.0875 0.0122 0.878 0.42 0.00 ALL_CAPS_GUAR
0.013 0.0272 0.0000 1.000 0.42 1.55 CANNOT_BE_SPAM
0.113 0.2081 0.0232 0.900 0.42 1.45 RECEIVE_OFFER
0.270 0.5018 0.0490 0.911 0.42 0.10 SUB_FREE_OFFER
0.898 1.6727 0.1614 0.912 0.42 0.00 CLICK_BELOW_CAPS
0.420 0.7830 0.0744 0.913 0.42 0.00 HTTP_EXCESSIVE_ESCAPES
0.012 0.0256 0.0000 1.000 0.41 1.67 NO_MEDICAL
0.012 0.0252 0.0000 1.000 0.41 1.37 YAHOO_RD_REDIR
0.043 0.0775 0.0110 0.876 0.41 0.66 INVALID_DATE_TZ_ABSURD
0.719 1.3375 0.1310 0.911 0.41 0.97 HOT_NASTY
0.118 0.2165 0.0251 0.896 0.41 0.43 ITS_LEGAL
0.088 0.1598 0.0201 0.888 0.41 0.04 BEST_PORN
0.012 0.0248 0.0000 1.000 0.41 1.41 HELO_DYNAMIC_CHELLO_NO
0.019 0.0364 0.0030 0.923 0.41 1.21 FORGED_MUA_THEBAT_CS
0.183 0.3356 0.0380 0.898 0.41 1.44 FROM_STARTS_WITH_NUMS
0.012 0.0244 0.0000 1.000 0.41 1.22 HELO_DYNAMIC_TELIA
0.011 0.0232 0.0000 1.000 0.41 1.43 FAKED_UNDISC_RECIPS
0.013 0.0256 0.0008 0.971 0.41 0.13 NO_CATCH
0.011 0.0224 0.0000 1.000 0.41 1.67 JAPANESE_UCE_SUBJECT
0.011 0.0220 0.0000 1.000 0.41 1.45 FORGED_AOL_RCVD
49.470 0.9484 95.5982 0.010 0.41 -1.67 BAYES_00
0.728 1.3407 0.1447 0.903 0.41 0.00 MIME_QP_EXCESSIVE
0.036 0.0647 0.0091 0.877 0.41 0.08 LOW_PAYMENT
0.616 1.1382 0.1196 0.905 0.41 0.01 US_DOLLARS_3
0.011 0.0216 0.0000 1.000 0.41 1.36 TO_TXT
0.011 0.0216 0.0000 1.000 0.41 1.41 NONEXISTENT_CHARSET
0.011 0.0216 0.0000 1.000 0.41 1.45 HELO_DYNAMIC_NTL
0.011 0.0216 0.0000 1.000 0.41 1.50 FORGED_GW05_RCVD
0.020 0.0364 0.0038 0.905 0.41 0.00 BARELY_LEGAL
0.020 0.0364 0.0038 0.905 0.41 1.33 ACCEPT_CREDIT_CARDS
0.040 0.0715 0.0106 0.871 0.41 1.21 SUBJ_AS_SEEN
9.612 18.9253 0.7581 0.961 0.41 1.35 RCVD_NUMERIC_HELO
0.010 0.0204 0.0000 1.000 0.41 1.20 INVALUABLE_MARKETING
0.010 0.0204 0.0000 1.000 0.41 1.33 JODY
0.028 0.0495 0.0072 0.873 0.41 0.00 SUBJ_2_CREDIT
0.013 0.0260 0.0015 0.945 0.41 1.64 EARNINGS
0.010 0.0200 0.0000 1.000 0.40 1.32 COPY_ACCURATELY
0.018 0.0332 0.0038 0.897 0.40 0.32 PORN_CELEBRITY
0.010 0.0196 0.0000 1.000 0.40 1.23 ORDER_REPORT
0.010 0.0196 0.0000 1.000 0.40 1.37 TO_RECIP_MARKER
0.040 0.0715 0.0110 0.867 0.40 0.08 LINK_TO_NO_SCHEME
0.013 0.0248 0.0015 0.942 0.40 1.66 SERIOUS_ONLY
0.009 0.0188 0.0000 1.000 0.40 0.00 UNIVERSITY_DIPLOMAS
0.009 0.0188 0.0000 1.000 0.40 0.00 USERNAME_IN_SUBJECT
0.010 0.0196 0.0004 0.981 0.40 0.04 OUR_AFFILIATE_PARTNERS
0.028 0.0495 0.0080 0.861 0.40 1.66 CELL_PHONE_IMPROVE
0.018 0.0324 0.0042 0.886 0.40 0.02 LIVE_PORN
0.178 0.3224 0.0403 0.889 0.40 1.29 DEAR_FRIEND
0.011 0.0216 0.0011 0.950 0.40 0.27 NIGERIAN_SUBJECT1
5.748 11.1974 0.5678 0.952 0.40 0.04 HTML_90_100
0.020 0.0364 0.0049 0.880 0.40 1.59 FREE_MEMBERSHIP
1.234 2.2687 0.2510 0.900 0.40 0.03 SAVE_MONEY
0.141 0.2581 0.0296 0.897 0.40 0.00 MIME_BASE64_LATIN
0.009 0.0184 0.0004 0.980 0.40 0.00 FREE_GRANT
0.010 0.0192 0.0008 0.962 0.40 1.07 NONSECURED_CREDIT
0.013 0.0248 0.0023 0.916 0.40 0.00 LONG_DISTANCE
0.008 0.0168 0.0000 1.000 0.40 0.00 FAKE_HELO_LYCOS
8.858 17.2390 0.8895 0.951 0.40 0.00 HTML_FONT_BIG
0.013 0.0244 0.0023 0.914 0.40 0.92 MULTI_REMOVAL_1WORD
1.770 3.2787 0.3361 0.907 0.40 0.00 INVALID_DATE
0.008 0.0156 0.0000 1.000 0.39 0.00 MDAEMON_2_7_4
3.178 6.0571 0.4409 0.932 0.39 0.57 HTML_20_30
0.007 0.0148 0.0000 1.000 0.39 0.00 CABLE_CONVERTER
0.436 0.8002 0.0896 0.899 0.39 0.65 MISSING_DATE
0.986 1.8069 0.2047 0.898 0.39 0.60 MANY_EXCLAMATIONS
1.792 3.3162 0.3426 0.906 0.39 0.07 MSGID_FROM_MTA_HEADER
0.009 0.0172 0.0008 0.958 0.39 0.00 FREE_PASSWORD
0.007 0.0144 0.0000 1.000 0.39 0.00 PORN_URL_PANT
0.007 0.0144 0.0000 1.000 0.39 0.00 FORGED_JUNO_FROM
0.007 0.0144 0.0000 1.000 0.39 0.00 FORGED_MUA_APPLEMAIL
0.993 1.8169 0.2093 0.897 0.39 0.26 SUBJ_ALL_CAPS
0.017 0.0300 0.0046 0.868 0.39 1.61 NO_DISAPPOINTMENT
0.012 0.0216 0.0023 0.904 0.39 0.00 BILL_SECTION
12.023 23.6353 0.9840 0.960 0.39 0.05 RCVD_BY_IP
0.007 0.0140 0.0000 1.000 0.39 0.00 FAKE_HELO_EMAIL_COM
0.421 0.7714 0.0877 0.898 0.39 0.98 DATE_IN_PAST_96_XX
0.042 0.0723 0.0141 0.837 0.39 0.00 HTML_SHOUTING6
0.411 0.7518 0.0870 0.896 0.39 0.14 RISK_FREE
0.007 0.0140 0.0004 0.974 0.39 0.00 NOT_ML_MARKETING
0.011 0.0196 0.0023 0.896 0.39 0.17 FAKE_HELO_YAHOO_CA
0.006 0.0120 0.0000 1.000 0.39 0.00 NO_GIMMICK
0.048 0.0811 0.0163 0.832 0.39 0.35 EXCUSE_12
0.100 0.1790 0.0258 0.874 0.39 0.00 DO_IT_TODAY
0.006 0.0116 0.0000 1.000 0.39 0.00 MSGID_3_DOLLARS
0.006 0.0116 0.0000 1.000 0.39 0.00 BTAMAIL_URL
0.006 0.0116 0.0000 1.000 0.39 0.00 NIGERIAN_SCAM_VIRTUE
0.006 0.0116 0.0000 1.000 0.39 0.00 RATWARE_VC_IPA
0.006 0.0124 0.0004 0.970 0.38 0.00 MEGA_SITE
0.007 0.0136 0.0008 0.947 0.38 0.00 LESBIAN
18.220 36.2957 1.0353 0.972 0.38 0.02 MIME_HTML_NO_CHARSET
0.005 0.0100 0.0000 1.000 0.38 0.00 NIGERIAN_SUBJECT6
0.005 0.0100 0.0000 1.000 0.38 0.00 FORGED_MX_HOTMAIL
0.016 0.0280 0.0053 0.840 0.38 1.03 INITIAL_INVEST
0.013 0.0224 0.0038 0.855 0.38 1.47 TARGETED
0.013 0.0224 0.0038 0.855 0.38 0.00 HTML_ALL_CAPS
0.009 0.0164 0.0019 0.896 0.38 0.00 APPLY_ONLINE
0.007 0.0128 0.0011 0.918 0.38 0.00 LYING_EYES
7.269 13.9104 0.9552 0.936 0.38 1.57 BAYES_50
0.029 0.0483 0.0106 0.820 0.38 0.94 MILLION_EMAIL
0.004 0.0084 0.0000 1.000 0.38 0.00 INTL_DRIVERS_LICENSE
0.022 0.0372 0.0080 0.823 0.38 1.57 REPLY_TO_EMPTY
0.005 0.0096 0.0004 0.962 0.38 0.00 MAIL_IN_ORDER_FORM
0.018 0.0304 0.0065 0.825 0.38 0.02 UP_TO_OR_MORES
0.159 0.2836 0.0406 0.875 0.38 0.11 ADDR_NUMS_AT_BIGSITE
0.006 0.0108 0.0008 0.934 0.38 0.00 X_PRI_MISMATCH_HI
0.349 0.6264 0.0843 0.881 0.38 0.04 SAVE_UP_TO
0.004 0.0080 0.0000 1.000 0.38 0.00 RECEIVED_IDENT_SQUID
0.004 0.0080 0.0000 1.000 0.38 0.00 X_PMFLAGS_PRESENT
0.121 0.2153 0.0323 0.870 0.38 0.59 SEE_FOR_YOURSELF
0.009 0.0156 0.0023 0.872 0.38 0.00 SEX_FEST
29.043 57.8289 1.6764 0.972 0.38 1.16 MIME_HTML_ONLY
0.004 0.0076 0.0000 1.000 0.38 0.00 SAFEGUARD_NOTICE
0.016 0.0268 0.0057 0.825 0.38 1.00 JOIN_MILLIONS
0.003 0.0068 0.0000 1.000 0.38 0.00 MSGID_THREESIXSIX
0.003 0.0068 0.0000 1.000 0.38 0.00 HELO_DYNAMIC_VIRTUA
0.011 0.0180 0.0034 0.840 0.38 0.00 URI_IS_POUND
3.887 7.3383 0.6058 0.924 0.37 0.00 MISSING_OUTLOOK_NAME
0.075 0.1278 0.0243 0.840 0.37 0.10 ML_MARKETING
0.004 0.0072 0.0004 0.950 0.37 0.00 YAHOO_SRD_REDIR
0.004 0.0072 0.0004 0.950 0.37 0.00 FREE_INVESTMENT
3.481 6.5481 0.5651 0.921 0.37 0.44 HTML_30_40
0.003 0.0060 0.0000 1.000 0.37 0.00 FAKE_HELO_EUDORAMAIL
0.022 0.0368 0.0087 0.808 0.37 1.57 CELL_PHONE_FREE
0.004 0.0068 0.0004 0.947 0.37 0.00 FORGED_MUA_MSN
0.004 0.0076 0.0008 0.909 0.37 0.00 INCOME
0.003 0.0056 0.0000 1.000 0.37 0.00 BZ_TLD
0.003 0.0056 0.0000 1.000 0.37 0.00 USE_IDENTITY
0.003 0.0064 0.0004 0.944 0.37 0.00 GET_STARTED_NOW
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 MSGID_SPAM_1
0.003 0.0052 0.0000 1.000 0.37 0.00 OUR_STRICT_ANTI
0.003 0.0052 0.0000 1.000 0.37 0.00 FAKE_HELO_MAILCITY
0.286 0.5142 0.0684 0.883 0.37 0.00 REMOVE_FROM_LIST
0.011 0.0188 0.0046 0.805 0.37 0.03 AOL_USERS_LINK
0.004 0.0064 0.0008 0.894 0.37 0.00 THIS_IS_AN_AD
0.002 0.0044 0.0000 1.000 0.37 0.00 WALAA
3.889 7.2045 0.7364 0.907 0.37 0.05 HTML_40_50
1.419 2.5484 0.3460 0.880 0.37 0.04 HTML_TITLE_EMPTY
0.305 0.5493 0.0737 0.882 0.37 0.02 UPPERCASE_50_75
0.003 0.0056 0.0008 0.880 0.37 0.00 SUBJ_DOUBLE_YOUR
0.002 0.0036 0.0000 1.000 0.37 0.00 TO_INVESTORS
0.002 0.0036 0.0000 1.000 0.37 0.00 READ_TO_END
0.002 0.0036 0.0000 1.000 0.37 0.00 RATWARE_SCREWUP_1
0.002 0.0036 0.0000 1.000 0.37 0.00 FAKE_HELO_CARAMAIL
0.289 0.5193 0.0703 0.881 0.37 0.15 SUBJ_FREE_CAP
0.001 0.0028 0.0000 1.000 0.37 0.00 CHANGE_TERMS
0.001 0.0028 0.0000 1.000 0.37 0.00 NOT_INTENDED
0.001 0.0028 0.0000 1.000 0.37 0.00 MORTGAGE_LINKS
0.001 0.0028 0.0000 1.000 0.37 0.00 FURTHER_TRANSMISSIONS
0.001 0.0028 0.0000 1.000 0.37 0.00 X_ENC_PRESENT
0.002 0.0040 0.0004 0.913 0.36 0.00 FORGED_YAHOO_RCVD_SMTP
0.001 0.0024 0.0000 1.000 0.36 0.00 APPLY_FREE
0.001 0.0024 0.0000 1.000 0.36 0.00 FRIEND_PUBLIC
0.001 0.0024 0.0000 1.000 0.36 0.00 RECEIVED_CACHEFLOW
0.001 0.0024 0.0000 1.000 0.36 0.00 RATWARE_EVAMAIL
40.249 74.6109 7.5825 0.908 0.36 0.00 HTML_MESSAGE
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 STOP_SNORING
0.008 0.0124 0.0034 0.784 0.36 0.00 HTML_SHOUTING8
4.229 7.7874 0.8469 0.902 0.36 0.54 HTML_50_60
0.001 0.0016 0.0000 1.000 0.36 0.00 MORTGAGE_WAITING
0.001 0.0016 0.0000 1.000 0.36 0.00 MSGID_4NUMS_DOLLAR
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 HIDDEN_ASSETS
0.001 0.0016 0.0000 1.000 0.36 0.00 HELO_DYNAMIC_TDS
0.001 0.0016 0.0000 1.000 0.36 0.00 WEALTH
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 FRIEND_AT_PUBLIC
0.001 0.0012 0.0000 1.000 0.36 0.00 BTAMAIL_HEADER
0.001 0.0012 0.0000 1.000 0.36 0.00 DIG_UP_INFO
0.001 0.0012 0.0000 1.000 0.36 0.00 FORGED_RCVD_FROM_NUM
2.953 5.4655 0.5636 0.907 0.36 0.00 HTML_BADTAG_00_10
0.001 0.0020 0.0004 0.840 0.36 0.00 RATWARE_IMKTG
0.000 0.0008 0.0000 1.000 0.36 0.00 EXCUSE_22
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 VAR_REF_IN_RECEIVED
0.014 0.0220 0.0068 0.763 0.36 1.12 START_NOW_CAPS
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 SUBJ_FREE_INSTANT
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 RUSSIAN_UCE_SUBJECT
0.004 0.0056 0.0019 0.747 0.36 0.00 FROM_HAS_MIXED_NUMS2
1.263 2.2404 0.3335 0.870 0.36 0.92 DATE_IN_PAST_06_12
0.000 0.0000 0.0000 0.500 0.36 0.00
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 2.50 HEAD_LONG
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 ID_UNIQUE
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 X_LIST_UNSUBSCRIBE
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 RATWARE_XMAILER
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 RATWARE_BAD_REFS
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 MORTGAGE_NETWORK
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 X_MAILER_GIBBERISH
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 NO_MIDDLEMAN
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 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 X_STORMPOST_TO
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_MAIL_ID_PRESENT
0.302 0.5329 0.0832 0.865 0.36 0.00 ENTITY_DEC_OTHER
0.001 0.0008 0.0004 0.678 0.36 0.00 EXCUSE_21
0.003 0.0040 0.0015 0.724 0.36 0.00 IDENT_NOBODY
0.000 0.0004 0.0004 0.513 0.36 0.00 SUBJ_NOW_ONLY
1.451 2.5959 0.3631 0.877 0.36 0.00 HTML_NONELEMENT_00_10
0.003 0.0036 0.0015 0.703 0.36 0.00 FREE_INSTALL
6.456 11.6665 1.5024 0.886 0.35 0.02 HTML_LINK_CLICK_HERE
0.002 0.0028 0.0015 0.648 0.35 0.00 ONCE_IN_LIFETIME
2.164 3.9286 0.4869 0.890 0.35 0.13 DATE_IN_PAST_03_06
0.001 0.0016 0.0011 0.584 0.35 0.00 DRUG_ED_HERBAL
0.368 0.6532 0.0965 0.871 0.35 0.39 FROM_WEBMAIL_END_NUMS6
0.006 0.0092 0.0038 0.708 0.35 0.00 MIME_BOUND_MA
0.006 0.0092 0.0038 0.708 0.35 0.00 NO_INVENTORY
0.004 0.0048 0.0023 0.678 0.35 0.00 NEW_CUSTOMER
0.012 0.0176 0.0065 0.731 0.35 0.00 FIND_ANYTHING
0.003 0.0044 0.0023 0.659 0.35 0.00 BUGGY_CGI
0.013 0.0188 0.0076 0.712 0.35 1.46 MIME_BOUND_DIGITS_7
0.004 0.0056 0.0034 0.621 0.35 0.00 NO_INVESTMENT
5.531 9.9858 1.2962 0.885 0.35 0.04 HTML_70_80
6.392 11.2889 1.7360 0.867 0.35 0.04 HTML_80_90
0.030 0.0455 0.0156 0.745 0.35 0.37 YOUR_INCOME
0.045 0.0707 0.0205 0.775 0.35 0.25 FREE_ACCESS
22.226 18.7451 25.5359 0.423 0.35 0.27 FORGED_RCVD_HELO
8.153 12.8933 3.6460 0.780 0.34 0.00 CLICK_BELOW
0.401 0.7063 0.1117 0.863 0.34 0.00 LIMITED_TIME_ONLY
3.699 6.6156 0.9255 0.877 0.34 0.10 MIME_QP_LONG_LINE
2.435 4.4004 0.5666 0.886 0.34 0.08 HTML_TAG_EXIST_TBODY
4.409 7.9579 1.0342 0.885 0.34 0.00 HTML_60_70
0.053 0.0835 0.0247 0.772 0.34 1.37 SUBJ_YOUR_OWN
0.202 0.3468 0.0646 0.843 0.34 0.04 SAVINGS
0.008 0.0096 0.0061 0.612 0.34 0.00 BANG_BOSS
0.104 0.1730 0.0387 0.817 0.34 0.84 COMPLETELY_FREE
1.028 1.7630 0.3297 0.842 0.34 0.01 EXCUSE_3
0.036 0.0551 0.0186 0.748 0.34 0.49 CONGRATULATIONS
0.875 1.5017 0.2795 0.843 0.34 0.00 HTML_BACKHAIR_1
0.021 0.0296 0.0125 0.702 0.34 0.00 NO_QS_ASKED
0.279 0.4830 0.0855 0.850 0.33 0.28 HTML_FONT_FACE_CAPS
0.002 0.0004 0.0042 0.087 0.33 0.00 MIME_BOUND_HEX_24
1.058 1.8149 0.3388 0.843 0.33 0.00 HTTP_WITH_EMAIL_IN_URL
0.777 1.3231 0.2571 0.837 0.33 0.34 HTML_IMAGE_RATIO_06
5.016 8.0159 2.1633 0.787 0.32 0.01 LINES_OF_YELLING
1.346 2.3095 0.4307 0.843 0.32 1.29 UNDISC_RECIPS
0.364 0.6208 0.1204 0.838 0.32 1.16 NO_OBLIGATION
0.003 0.0004 0.0061 0.062 0.32 0.00 WE_HATE_SPAM2
0.151 0.2481 0.0581 0.810 0.31 0.48 OPTING_OUT_CAPS
5.458 7.3563 3.6540 0.668 0.31 0.52 FROM_ENDS_IN_NUMS
8.309 7.3567 9.2148 0.444 0.31 0.34 NO_REAL_NAME
0.039 0.0543 0.0235 0.698 0.31 0.00 RICH
0.133 0.2121 0.0573 0.787 0.30 0.00 ALL_CAP_FOR_ADULTS
0.960 1.5976 0.3543 0.818 0.30 1.15 DATE_IN_FUTURE_06_12
0.090 0.1366 0.0456 0.750 0.30 0.01 EXCUSE_11
0.062 0.0903 0.0361 0.714 0.30 0.00 HTML_TITLE_EXTRA
1.597 2.5276 0.7113 0.780 0.29 0.04 UPPERCASE_25_50
0.075 0.1099 0.0425 0.721 0.29 0.08 FULL_REFUND
0.309 0.5090 0.1189 0.811 0.29 0.01 EXCUSE_7
2.277 3.6242 0.9969 0.784 0.29 0.03 URI_REDIRECTOR
0.387 0.6248 0.1610 0.795 0.29 0.00 LOTS_OF_STUFF
0.105 0.1594 0.0539 0.747 0.29 0.02 EXCUSE_19
0.677 1.0635 0.3091 0.775 0.29 0.00 HTML_EVENT
0.019 0.0204 0.0182 0.528 0.29 0.01 DIRECT_EMAIL
0.028 0.0336 0.0228 0.596 0.28 0.00 X_ESMTP
0.688 1.0682 0.3262 0.766 0.28 0.00 HTML_JAVASCRIPT
0.264 0.4207 0.1158 0.784 0.28 0.01 EARN_MONEY
0.014 0.0116 0.0163 0.415 0.27 0.00 FROM_AND_TO_SAME
0.518 0.8106 0.2404 0.771 0.27 0.01 HTML_IMAGE_RATIO_08
0.441 0.7047 0.1907 0.787 0.27 0.34 NO_COST
1.920 2.8927 0.9954 0.744 0.27 0.00 MAILTO_WITH_SUBJ
0.938 1.4961 0.4083 0.786 0.27 0.06 US_DOLLARS_2
0.687 1.0595 0.3331 0.761 0.27 0.03 LINES_OF_YELLING_3
0.067 0.0895 0.0456 0.663 0.27 0.00 YOU_WON
0.168 0.2537 0.0858 0.747 0.26 0.00 WHILE_SUPPLIES
0.475 0.7395 0.2245 0.767 0.26 0.04 FREE_TRIAL
1.382 2.0538 0.7432 0.734 0.26 0.03 LINES_OF_YELLING_2
0.793 1.2077 0.3980 0.752 0.25 0.02 FROM_HAS_MIXED_NUMS
0.065 0.0791 0.0517 0.605 0.24 0.11 NO_PURCHASE
0.103 0.1390 0.0691 0.668 0.24 0.33 WORK_AT_HOME
0.417 0.6120 0.2321 0.725 0.23 0.23 WEIRD_PORT
0.426 0.6216 0.2404 0.721 0.23 0.91 PLING_QUERY
0.681 1.0055 0.3722 0.730 0.23 0.09 MISSING_HEADERS
0.383 0.2225 0.5347 0.294 0.23 -0.93 BAYES_05
0.659 0.9660 0.3676 0.724 0.22 0.57 DATE_IN_PAST_12_24
0.123 0.1598 0.0877 0.646 0.21 0.00 CASHCASHCASH
0.041 0.0372 0.0444 0.455 0.20 0.00 JAVASCRIPT_URI
0.546 0.7475 0.3540 0.679 0.20 0.21 PLING_PLING
0.017 0.0056 0.0273 0.170 0.20 0.00 MIME_BOUND_DASH_DIGIT
0.270 0.3404 0.2028 0.627 0.19 0.00 HTML_IMAGE_RATIO_12
1.735 1.5712 1.8902 0.454 0.18 0.11 MAILTO_TO_SPAM_ADDR
0.078 0.0779 0.0775 0.501 0.18 0.00 EXCUSE_15
0.304 0.3783 0.2332 0.619 0.17 0.00 HTML_IMAGE_RATIO_10
0.272 0.3360 0.2119 0.613 0.17 0.03 OPTING_OUT
0.476 0.3703 0.5769 0.391 0.17 -0.73 BAYES_10
0.909 1.0427 0.7824 0.571 0.17 0.13 TO_ADDRESS_EQ_REAL
0.475 0.5968 0.3600 0.624 0.16 0.00 FOR_FREE
0.033 0.0156 0.0505 0.236 0.15 0.00 NO_EXPERIENCE
0.180 0.1962 0.1637 0.545 0.15 0.00 HTML_IMAGE_RATIO_14
0.753 0.7219 0.7824 0.480 0.12 0.07 EXCUSE_1
0.255 0.2465 0.2636 0.483 0.11 0.13 DATE_IN_PAST_24_48
0.547 0.5921 0.5047 0.540 0.10 -0.28 BAYES_25
0.114 0.0807 0.1462 0.356 0.10 0.22 DATE_IN_PAST_48_96
0.072 0.0423 0.1006 0.296 0.10 0.00 MIME_QP_DEFICIENT
0.233 0.2009 0.2636 0.433 0.09 0.08 FROM_HAS_ULINE_NUMS
0.429 0.3963 0.4592 0.463 0.08 0.00 NO_FEE
0.370 0.3120 0.4254 0.423 0.07 0.01 BANG_MONEY
0.339 0.2645 0.4106 0.392 0.05 0.16 TO_EMPTY
0.058 0.0028 0.1101 0.025 0.01 0.00 MIME_BOUND_DIGITS_4
0.104 0.0276 0.1762 0.135 0.00 0.00 MIME_QP_NO_CHARSET
Rule file versions for which these results apply:
(SpamAssassin Version string: 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 35839 Aug 5 10:26 50_scores.cf
-rw-r--r-- 1 stern stern 6884 Jun 29 10:02 60_whitelist.cf
-rw-r--r-- 1 stern stern 47157 Jun 29 10:02 70_broken_rules.cf
-rw-r--r-- 1 stern stern 12926 Jul 26 09:52 70_testing.cf
-rw-r--r-- 1 stern stern 342 Jun 29 10:02 local.cf
-rw-r--r-- 1 stern stern 3696 Jun 29 10:02 regression_tests.cf