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. 2022 Dec 22;1(12):e0000168. doi: 10.1371/journal.pdig.0000168

Table 1. Model performance obtained by the 10-fold CV (top) where the mean (standard deviation) are reported, and evaluated on test set (bottom) for AD classification using acoustic features.

Bold indicates the best overall performance for the metric.

Model Accuracy Precision Recall F1
10-fold CV SVC 0.697 (0.095) 0.722 (0.091) 0.660 (0.120) 0.678 (0.084)
LR 0.632 (0.120) 0.645 (0.136) 0.656 (0.131) 0.647 (0.121)
RF 0.668 (0.101) 0.705 (0.156) 0.704 (0.114) 0.686 (0.084)
Test Set SVC 0.634 0.657 0.622 0.639
LR 0.620 0.600 0.618 0.609
RF 0.746 0.771 0.730 0.750