| Rank | Probability of Spam | Number of SPAMs | Number of Non-Spams | Word |
| 1 | 1.000000 | 72167 | 0 | head:X-MSMail-Priority |
| 2 | 1.000000 | 24851 | 0 | head:star |
| 3 | 1.000000 | 22596 | 0 | rcvd:star |
| 4 | 0.999999 | 9687 | 0 | to:billing |
| 5 | 0.999999 | 9220 | 0 | rcvd:billing |
| 6 | 0.999999 | 8627 | 0 | Viagra |
| 7 | 0.999999 | 7238 | 0 | rcvd:annegret.net |
| 8 | 0.999999 | 7231 | 0 | head:V6.00.2600.0000 |
| 9 | 0.999999 | 6706 | 0 | to:undisclosed-recipients |
| 10 | 0.999999 | 6481 | 0 | head:X-Spam |
| 11 | 0.999999 | 6472 | 0 | head:detected |
| 12 | 0.999999 | 6082 | 0 | head:Windows-1251 |
| 13 | 0.999999 | 5765 | 0 | rcvd:User |
| 14 | 0.999999 | 14755 | 0 | head:V6.00.2900.2180 |
| 15 | 0.999999 | 14616 | 0 | to:star |
| 16 | 0.999999 | 14314 | 0 | to:info |
| 17 | 0.999999 | 11709 | 0 | head:V6.00.2800.1106 |
| 18 | 0.999998 | 5239 | 0 | sum |
| 19 | 0.999998 | 5057 | 0 | Cialis |
| 20 | 0.999998 | 4968 | 0 | CS2 |
| 21 | 0.999998 | 4331 | 0 | BACKGROUND-COLOR |
| 22 | 0.999998 | 4209 | 0 | Corel |
| 23 | 0.999998 | 4106 | 0 | rcvd:webmaster |
| 24 | 0.999998 | 4010 | 0 | to:webmaster |
| 25 | 0.999998 | 3997 | 0 | head:billing |
| 26 | 0.999998 | 3906 | 0 | head:X-Message-Info |
| 27 | 0.999998 | 3829 | 0 | head:header |
| 28 | 0.999997 | 3304 | 0 | $529.05 |
| 29 | 0.999997 | 3283 | 0 | $480.05 |
| 30 | 0.999997 | 3279 | 0 | $150.05 |
| 31 | 0.999997 | 3174 | 0 | head:reply-type |
| 32 | 0.999997 | 3170 | 0 | head:original |
| 33 | 0.999997 | 3114 | 0 | mime:koi8-r |
| 34 | 0.999997 | 2964 | 0 | add-to-cart-yellow-short.gif |
| 35 | 0.999997 | 2819 | 0 |