Rule extraction from recurrent neural networks using a symbolic machine learning algorithm

... 5 Machine Learning Method ... Complex rnodcls tend to overfit the given data, and thus show poorgeneralization pcrforrnance cornpaxed to simpler DFAs which ex-plain thc ... Figure 3: Prefix Tree: Shown is a prefix tree of depth (ie string length) 3 for the random 10-Statc DFA ...