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Now, I wanted to see whether I could use Weka to correctly classify plans. So, I copied down 30 sets of plan details from that website: 15 in one category and 15 in another. I then used the Bayesian Network algorithm to attempt to classify them. No luck. It gave me about a 50% success rate (no better than random).
The reason I chose Bayesian learning is simply because I won't have a large dataset. Now, I will increase the size of my dataset to see if that makes a difference, but I was wondering if anyone out there has any suggestions as to what I should be looking at?