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. 2024 Oct 27;11(11):1075. doi: 10.3390/bioengineering11111075

Table 1.

Average R-Squared and RMSE values from ML models developed using blind non-detrended and detrended waveforms on features extracted from non-detrended and detrended waveforms.

Non-Detrended ML Model, Non-Detrended Features Non-Detrended ML Model, Detrended Features Detrended ML Model, Detrended Features Detrended ML Model, Non-Detrended Features
R-Squared RMSE R-Squared RMSE R-Squared RMSE R-Squared RMSE
0.974 0.045 0.660 0.165 0.671 0.162 0.736 0.133