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Analysis of the reduced feature set after RFE. (a) the relative feature importance for all 402 features colored by descriptor category. (b) fraction of features used from one of the 8 categories versus rank. (c) relative importance of the top 20 features. (d) change of accuracy, F1, precision and recall of the ERT + RFE + FA classifier for different dimensions.
