Spam versus ham

Graph of spaminess scores with one cutoff line: an orange spam curve on the left and a green ham curve on the right overlap at the line.
The plot illustrates that having a binary classifier with only two states (ham and spam) is bound to make mistakes. The plot is generated from the actual data in Mollom's database.

· Mollom