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

<div>Average difference in predictive accuracy between a model and its generated rulesets. The lower part with negative values is obtained when rules and network agree.</div>

Applied Computational Intelligence and Soft Computing

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Figure 10

Figure 10: A Comparison Study on Rule Extraction from Neural Network Ensembles, Boosted Shallow Trees, and SVMs 