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ROC curves displaying the comparison of the classification performance of four different algorithms with respect to sleep apnea severity (apnea–hypopnea index, AHI). The algorithms included support vector machine (SVM), linear discriminant analysis (LDA), -nearest neighbour (KNN) and orthogonal partial least squares.
