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IFS curves of four classification algorithms on the feature list yielded by the SHAP by LightGBM. The highest MCC values for four classification algorithms are 0.784, 0.800, 0.875, and 0.875, respectively. Such performance is obtained by using top 103, 18, 87, and 222 features in the list.
