Figure 3 compares the normalized MSEs of ANN, ANN-IS, the supervised M5P tree and COAL. We can clearly see that COAL outperforms other approaches over all 14 benchmarks. In average, COAL reduces the MSE by 58% of ANN. Most notably, COAL reduces the MSE by 95% of ANN on the benchmark swim. Even on the benchmark