| Rank | Probability of Spam | Number of SPAMs | Number of Non-Spams | Word |
| 1 | 1.000000 | 46902 | 0 | head:Express |
| 2 | 1.000000 | 20152 | 0 | head:pretender |
| 3 | 0.999999 | 9686 | 0 | to:billing |
| 4 | 0.999999 | 9219 | 0 | rcvd:billing |
| 5 | 0.999999 | 7243 | 0 | to:annegret.net |
| 6 | 0.999999 | 7189 | 0 | head:annegret.net |
| 7 | 0.999999 | 6662 | 0 | rcvd:annegret.net |
| 8 | 0.999999 | 6400 | 0 | head:detected |
| 9 | 0.999999 | 6391 | 0 | head:X-Spam |
| 10 | 0.999999 | 14650 | 0 | head:V6.00.2900.2180 |
| 11 | 0.999999 | 14540 | 0 | head:star |
| 12 | 0.999999 | 13556 | 0 | head:Bat! |
| 13 | 0.999999 | 13481 | 0 | to:star |
| 14 | 0.999999 | 12285 | 0 | rcvd:star |
| 15 | 0.999999 | 11580 | 0 | head:V6.00.2800.1106 |
| 16 | 0.999998 | 5048 | 0 | Cialis |
| 17 | 0.999998 | 4960 | 0 | CS2 |
| 18 | 0.999998 | 4930 | 0 | $69.95 |
| 19 | 0.999998 | 4713 | 0 | pills |
| 20 | 0.999998 | 4307 | 0 | g-images.amazon.com |
| 21 | 0.999998 | 4187 | 0 | Corel |
| 22 | 0.999998 | 4006 | 0 | head:Personal |
| 23 | 0.999998 | 3994 | 0 | head:billing |
| 24 | 0.999998 | 3935 | 0 | rcvd:webmaster |
| 25 | 0.999998 | 3921 | 0 | Illustrator |
| 26 | 0.999998 | 3906 | 0 | to:webmaster |
| 27 | 0.999998 | 3905 | 0 | head:X-Message-Info |
| 28 | 0.999998 | 3709 | 0 | to:undisclosed-recipients |
| 29 | 0.999998 | 3550 | 0 | u.php |
| 30 | 0.999998 | 3525 | 0 | $599.00 |
| 31 | 0.999997 | 3408 | 0 | seek |
| 32 | 0.999997 | 3394 | 0 | $550.00 |
| 33 | 0.999997 | 3342 | 0 | $200.00 |
| 34 | 0.999997 | 3307 | 0 | head:High |
| 35 | 0.999997 | 3304 | 0 | $529.05 |
| 36 | 0.999997 | 3283 | 0 | $480.05 |