| Rank | Probability of Spam | Number of SPAMs | Number of Non-Spams | Word |
| 1 | 1.000000 | 23136 | 0 | mime:Content-ID |
| 2 | 1.000000 | 19806 | 0 | head:pretender |
| 3 | 1.000000 | 18473 | 0 | mime:gif |
| 4 | 0.999999 | 9599 | 0 | to:billing |
| 5 | 0.999999 | 9132 | 0 | rcvd:billing |
| 6 | 0.999999 | 6323 | 0 | head:Not |
| 7 | 0.999999 | 6313 | 0 | head:detected |
| 8 | 0.999999 | 6304 | 0 | head:X-Spam |
| 9 | 0.999999 | 6114 | 0 | to:annegret.net |
| 10 | 0.999999 | 6057 | 0 | head:annegret.net |
| 11 | 0.999999 | 14681 | 0 | baseline |
| 12 | 0.999999 | 14423 | 0 | head:V6.00.2900.2180 |
| 13 | 0.999999 | 14327 | 0 | head:star |
| 14 | 0.999999 | 13776 | 0 | head:The |
| 15 | 0.999999 | 13409 | 0 | to:info |
| 16 | 0.999999 | 13328 | 0 | to:star |
| 17 | 0.999999 | 13313 | 0 | head:Bat! |
| 18 | 0.999999 | 13191 | 0 | rcvd:info |
| 19 | 0.999999 | 12072 | 0 | rcvd:star |
| 20 | 0.999999 | 11562 | 0 | head:V6.00.2800.1106 |
| 21 | 0.999998 | 5530 | 0 | rcvd:annegret.net |
| 22 | 0.999998 | 5189 | 0 | $49.95 |
| 23 | 0.999998 | 5044 | 0 | Cialis |
| 24 | 0.999998 | 4956 | 0 | CS2 |
| 25 | 0.999998 | 4923 | 0 | $69.95 |
| 26 | 0.999998 | 4914 | 0 | sex |
| 27 | 0.999998 | 4732 | 0 | Remove |
| 28 | 0.999998 | 4675 | 0 | pills |
| 29 | 0.999998 | 4490 | 0 | Symbol |
| 30 | 0.999998 | 4305 | 0 | g-images.amazon.com |
| 31 | 0.999998 | 4184 | 0 | Corel |
| 32 | 0.999998 | 4036 | 0 | millions |
| 33 | 0.999998 | 3997 | 0 | head:Personal |
| 34 | 0.999998 | 3916 | 0 | Illustrator |
| 35 | 0.999998 | 3907 | 0 | head:billing |
| 36 | 0.999998 | 3905 | 0 | head:X-Message-Info |
| 37 | 0.999998 | 3887 | 0 | rcvd:webm |