STATISTICS REPORT FOR SPAMASSASSIN RULESET
Classification success on test corpora, at default threshold:
# SUMMARY for threshold 5.0:
# Correctly non-spam: 67508 99.94%
# Correctly spam: 117303 98.51%
# False positives: 42 0.06%
# False negatives: 1780 1.49%
# TCR(l=50): 30.691495 SpamRecall: 98.505% SpamPrec: 99.964%
Results on test corpora at various alternative thresholds:
# SUMMARY for threshold -4.0:
# Correctly non-spam: 723 1.07%
# Correctly spam: 119083 100.00%
# False positives: 66827 98.93%
# False negatives: 0 0.00%
# TCR(l=50): 0.035639 SpamRecall: 100.000% SpamPrec: 64.054%
# SUMMARY for threshold -3.0:
# Correctly non-spam: 816 1.21%
# Correctly spam: 119082 100.00%
# False positives: 66734 98.79%
# False negatives: 1 0.00%
# TCR(l=50): 0.035689 SpamRecall: 99.999% SpamPrec: 64.086%
# SUMMARY for threshold -2.0:
# Correctly non-spam: 49401 73.13%
# Correctly spam: 119081 100.00%
# False positives: 18149 26.87%
# False negatives: 2 0.00%
# TCR(l=50): 0.131228 SpamRecall: 99.998% SpamPrec: 86.775%
# SUMMARY for threshold -1.0:
# Correctly non-spam: 55728 82.50%
# Correctly spam: 119079 100.00%
# False positives: 11822 17.50%
# False negatives: 4 0.00%
# TCR(l=50): 0.201459 SpamRecall: 99.997% SpamPrec: 90.969%
# SUMMARY for threshold 0.0:
# Correctly non-spam: 61994 91.77%
# Correctly spam: 119065 99.98%
# False positives: 5556 8.23%
# False negatives: 18 0.02%
# TCR(l=50): 0.428637 SpamRecall: 99.985% SpamPrec: 95.542%
# SUMMARY for threshold 1.0:
# Correctly non-spam: 65688 97.24%
# Correctly spam: 119012 99.94%
# False positives: 1862 2.76%
# False negatives: 71 0.06%
# TCR(l=50): 1.278112 SpamRecall: 99.940% SpamPrec: 98.460%
# SUMMARY for threshold 2.0:
# Correctly non-spam: 66745 98.81%
# Correctly spam: 118903 99.85%
# False positives: 805 1.19%
# False negatives: 180 0.15%
# TCR(l=50): 2.945412 SpamRecall: 99.849% SpamPrec: 99.328%
# SUMMARY for threshold 3.0:
# Correctly non-spam: 67260 99.57%
# Correctly spam: 118770 99.74%
# False positives: 290 0.43%
# False negatives: 313 0.26%
# TCR(l=50): 8.039087 SpamRecall: 99.737% SpamPrec: 99.756%
# SUMMARY for threshold 4.0:
# Correctly non-spam: 67446 99.85%
# Correctly spam: 117999 99.09%
# False positives: 104 0.15%
# False negatives: 1084 0.91%
# TCR(l=50): 18.950191 SpamRecall: 99.090% SpamPrec: 99.912%
# SUMMARY for threshold 4.5:
# Correctly non-spam: 67482 99.90%
# Correctly spam: 117738 98.87%
# False positives: 68 0.10%
# False negatives: 1345 1.13%
# TCR(l=50): 25.096523 SpamRecall: 98.871% SpamPrec: 99.942%
# SUMMARY for threshold 5.5:
# Correctly non-spam: 67522 99.96%
# Correctly spam: 116618 97.93%
# False positives: 28 0.04%
# False negatives: 2465 2.07%
# TCR(l=50): 30.810608 SpamRecall: 97.930% SpamPrec: 99.976%
# SUMMARY for threshold 6.0:
# Correctly non-spam: 67531 99.97%
# Correctly spam: 115906 97.33%
# False positives: 19 0.03%
# False negatives: 3177 2.67%
# TCR(l=50): 28.854616 SpamRecall: 97.332% SpamPrec: 99.984%
# SUMMARY for threshold 6.5:
# Correctly non-spam: 67543 99.99%
# Correctly spam: 115120 96.67%
# False positives: 7 0.01%
# False negatives: 3963 3.33%
# TCR(l=50): 27.610248 SpamRecall: 96.672% SpamPrec: 99.994%
# SUMMARY for threshold 7.0:
# Correctly non-spam: 67545 99.99%
# Correctly spam: 114100 95.82%
# False positives: 5 0.01%
# False negatives: 4983 4.18%
# TCR(l=50): 22.756163 SpamRecall: 95.816% SpamPrec: 99.996%
# SUMMARY for threshold 8.0:
# Correctly non-spam: 67548 100.00%
# Correctly spam: 111736 93.83%
# False positives: 2 0.00%
# False negatives: 7347 6.17%
# TCR(l=50): 15.990735 SpamRecall: 93.830% SpamPrec: 99.998%
# SUMMARY for threshold 9.0:
# Correctly non-spam: 67550 100.00%
# Correctly spam: 108958 91.50%
# False positives: 0 0.00%
# False negatives: 10125 8.50%
# TCR(l=50): 11.761284 SpamRecall: 91.498% SpamPrec: 100.000%
# SUMMARY for threshold 10.0:
# Correctly non-spam: 67550 100.00%
# Correctly spam: 105529 88.62%
# False positives: 0 0.00%
# False negatives: 13554 11.38%
# TCR(l=50): 8.785820 SpamRecall: 88.618% SpamPrec: 100.000%
# SUMMARY for threshold 12.0:
# Correctly non-spam: 67550 100.00%
# Correctly spam: 97669 82.02%
# False positives: 0 0.00%
# False negatives: 21414 17.98%
# TCR(l=50): 5.560988 SpamRecall: 82.018% SpamPrec: 100.000%
# SUMMARY for threshold 15.0:
# Correctly non-spam: 67550 100.00%
# Correctly spam: 84760 71.18%
# False positives: 0 0.00%
# False negatives: 34323 28.82%
# TCR(l=50): 3.469481 SpamRecall: 71.177% SpamPrec: 100.000%
# SUMMARY for threshold 17.0:
# Correctly non-spam: 67550 100.00%
# Correctly spam: 75737 63.60%
# False positives: 0 0.00%
# False negatives: 43346 36.40%
# TCR(l=50): 2.747266 SpamRecall: 63.600% SpamPrec: 100.000%
# SUMMARY for threshold 20.0:
# Correctly non-spam: 67550 100.00%
# Correctly spam: 62558 52.53%
# False positives: 0 0.00%
# False negatives: 56525 47.47%
# TCR(l=50): 2.106732 SpamRecall: 52.533% 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
0 953545 540903 0.638 0.00 0.00 (all messages)
0.00000 63.8058 36.1942 0.638 0.00 0.00 (all messages as %)
9.376 14.6938 0.0000 1.000 1.00 2.52 RCVD_FORGED_WROTE
9.348 14.6504 0.0000 1.000 1.00 4.33 RCVD_FORGED_WROTE2
7.589 11.8932 0.0000 1.000 1.00 3.39 FH_MSGID_XXBLAH
9.647 15.1196 0.0007 1.000 1.00 4.50 L_SPAM_TOOL_13
6.458 10.1207 0.0004 1.000 0.99 3.94 HELO_LOCALHOST
3.682 5.7707 0.0000 1.000 0.98 3.19 HDR_ORDER_FTSDMCXX_BAT
8.141 12.7583 0.0024 1.000 0.98 0.00 HDR_ORDER_FTSDMCXX_001C
3.075 4.8195 0.0000 1.000 0.97 4.39 HELO_DYNAMIC_IPADDR2
5.597 8.7700 0.0022 1.000 0.97 2.43 HELO_DYNAMIC_IPADDR
2.497 3.9135 0.0000 1.000 0.97 3.24 FH_MSGID_000000
2.494 3.9091 0.0000 1.000 0.97 2.03 AXB_XMID_OEGOESNULL
2.434 3.8150 0.0000 1.000 0.96 3.02 AXB_XMID_1510
2.404 3.7669 0.0002 1.000 0.96 4.00 FM_DOESNT_SAY_STOCK
2.388 3.7427 0.0002 1.000 0.96 3.51 FB_SOFTTABS
2.136 3.3479 0.0000 1.000 0.95 3.57 TVD_QUAL_MEDS
2.183 3.4208 0.0002 1.000 0.95 0.00 LONG_TERM_PRICE
2.308 3.6177 0.0006 1.000 0.95 1.63 CTYPE_8SPACE_GIF
6.309 9.8851 0.0043 1.000 0.95 0.91 STOCK_IMG_CTYPE
2.228 3.4916 0.0006 1.000 0.95 0.68 SHORT_TERM_PRICE
6.387 10.0080 0.0044 1.000 0.95 0.00 STOCK_IMG_HDR_FROM
6.117 9.5847 0.0043 1.000 0.95 0.00 STOCK_IMG_HTML
1.988 3.1150 0.0002 1.000 0.95 0.00 STOCK_PRICES
1.839 2.8821 0.0000 1.000 0.95 4.29 HELO_DYNAMIC_HCC
1.711 2.6816 0.0000 1.000 0.95 3.70 MID_DEGREES
1.691 2.6496 0.0000 1.000 0.94 1.56 DRUG_ED_GENERIC
3.368 5.2767 0.0035 0.999 0.94 1.59 CURR_PRICE
4.705 7.3705 0.0052 0.999 0.94 2.27 DC_GIF_UNO_LARGO
1.395 2.1867 0.0000 1.000 0.94 3.49 HELO_DYNAMIC_SPLIT_IP
26.339 41.2748 0.0096 1.000 0.94 1.50 URIBL_JP_SURBL
1.502 2.3533 0.0004 1.000 0.94 1.50 FM_LIKE_STOCKS
1.841 2.8845 0.0013 1.000 0.94 1.93 TVD_RCVD_IP
1.645 2.5773 0.0007 1.000 0.94
Mail-SpamAssassin-3.2.5.tar.gz （510个子文件） 
001 3KB 001 3KB 002 3KB 002 2KB 003 5KB 003 282B 004 68KB 004 8KB 005 9KB 005 5KB 006 8KB 006 226B 007 2KB 007 2KB 008 2KB 008 577B 009 3KB 009 582B 010 2KB 010 597B 011 1KB 011 617B 012 609B 012 600B 013 614B 013 600B 014 585B 014 222B 015 1KB 015 596B 016 1KB 016 970B 017 757B 018 684B AddedVtag_07 2KB amazon_co_uk_ship 2KB amazon_com_ship 1KB README.apache 2KB README.awl 5KB badctype1 330B badctype2 347B BasicTest_01 1KB README.bayes 9KB bsmtp 3KB bsmtpnull 1B libspamc.c 55KB spamc.c 26KB getopt.c 10KB utils.c 6KB qmail-spamc.c 4KB testhost.cert 1KB 72_active.cf 110KB 50_scores.cf 47KB 30_text_de.cf 29KB 20_head_tests.cf 24KB 30_text_nl.cf 23KB 30_text_fr.cf 21KB 30_text_pl.cf 19KB 20_vbounce.cf 18KB 20_ratware.cf 16KB 20_drugs.cf 15KB 20_dnsbl_tests.cf 14KB 20_dynrdns.cf 11KB 20_html_tests.cf 10KB 20_fake_helo_tests.cf 8KB 20_phrases.cf 8KB 25_replace.cf 7KB 25_uribl.cf 7KB 20_advance_fee.cf 7KB 20_body_tests.cf 7KB 10_default_prefs.cf 6KB 20_uri_tests.cf 5KB 20_imageinfo.cf 5KB 60_whitelist.cf 5KB 60_whitelist_spf.cf 4KB 25_razor2.cf 3KB 30_text_pt_br.cf 3KB 20_meta_tests.cf 3KB 25_hashcash.cf 3KB 25_spf.cf 3KB 60_shortcircuit.cf 3KB regression_tests.cf 3KB 23_bayes.cf 3KB 60_whitelist_dkim.cf 2KB 60_whitelist_dk.cf 2KB 20_net_tests.cf 2KB 01_test_rules.cf 2KB 25_dkim.cf 2KB 25_domainkeys.cf 2KB 20_porn.cf 2KB 60_whitelist_subject.cf 2KB 20_compensate.cf 2KB 30_text_it.cf 2KB 25_textcat.cf 2KB 25_asn.cf 2KB 25_accessdb.cf 2KB 25_antivirus.cf 2KB 25_pyzor.cf 1KB 25_dcc.cf 1KB 60_awl.cf 1KB共 510 条
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