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. 2022 May 12;22(10):3700. doi: 10.3390/s22103700

Table 3.

Time performances of each ML algorithm. SVM, Support vector machine; RF, Random Forest; DT, Decision tree; KNN, K-Nearest-Neighbor; MLP-ANN, Multilayer Perceptron—Artificial neural network.

SVM KNN MLP-ANN DT RF
22 features (unselected model) 08:12:12 00:12:53 16:34:00 00:45:16 01:45:01
7 features (Selected model) 05:25:29 00:08:09 10:37:20 00:15:58 01:10:29