Ensemble-AMPPred: Robust AMP Prediction and Recognition Using the Ensemble Learning Method with a New Hybrid Feature for Differentiating AMPs.

Moreover, the hybrid feature was the top ranked variable in the plots of variable importance during the process of building both the RF model and the XGBoost model (as shown in Supplementary Figures S2–S3 ), which indicates the highly significant contribution of the hybrid feature to the prediction performance.

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