Training
   - This was really popular in the 80s and 90s, and is still used today.
 
   - You need to train the system with data where you know the answers.
 
   - This is perfect for a two fold test.
 
   - One question is how long you train for.  
 
   - Typically this is done until there is only a certain amount of error.
       
 
   - The real question is not can it find a weight setting that matches
       the training data, but can it find a weight setting that matches
       the test data.