A Comparison Study on Rule Extraction from Neural Network Ensembles, Boosted Shallow Trees, and SVMs

Figure 5

Three symbolic rules represented by three DIMLP networks with a step activation function in the hidden layer and a sigmoid function in the output layer (see the rules in the text). Weight values and are constants denoting thresholds of rule antecedents.