Hyperparameter Tuning of Machine Learning Algorithms Using Response Surface Methodology: A Case Study of ANN, SVM, and DBN

<div>Central composite design (CCD) with three factors: (a) factorial points, (b) axial points and center points, and (c) central composite design.</div>

Mathematical Problems in Engineering

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Figure 5: Hyperparameter Tuning of Machine Learning Algorithms Using Response Surface Methodology: A Case Study of ANN, SVM, and DBN 