After learning the tables, I get "Inconsistent evidence" errors when insertin...

[Anders L Madsen]

After learning the tables, I get "Inconsistent evidence" errors when inserting new data in the network. What is wrong ?

To solve this, you should start the EM learning with all probabilities larger than 0 (normally you just use an equal distribution), and with all experience tables initialized to 1. This ensures that no probability will be zero after the learning completes. Other than that, the tables will be almost identical to the ones you get when not doing this.