Interpretation of Artificial Neural Networks: Mapping Knowledge-Based Neural Networks into Rules

Towell, Geoffrey, Shavlik, Jude W.

Neural Information Processing Systems 

We propose and empirically evaluate a method for the extraction of expertcomprehensible rules from trained neural networks.

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