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. 2022 Aug 12;13:909372. doi: 10.3389/fphys.2022.909372

FIGURE 8.

FIGURE 8

Left: Ranking of the 10 most important signal features (out of 356) for signal classification, extracted using the extra-trees classifier method. Right: Evolution of the accuracy scores vs. the number of features used for training. The accuracy was evaluated in the simulated signals through a cross validation (CV) process and in the clinical datasets (DS-334 and DS-31).