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. Author manuscript; available in PMC: 2021 May 1.
Published in final edited form as: IEEE Trans Biomed Eng. 2019 Sep 3;67(5):1505–1516. doi: 10.1109/TBME.2019.2939138

TABLE I:

Coordinate prediction accuracy and segment classification of the two presented models versus the three comparison methods as described in section III-C. For coordinate prediction, we report a mean error (in millimeters) and its 95% confidence interval. For segment classification, we report the percentage of correctly classified segments. All results are reported on a separately held-out test set.

Model/Task Coordinate Prediction (in mm) Classification (in %)
QRSi 15.09±0.20 47.35
CNN 14.02 ±0.22 54.79
SAE (LSTM) 14.63±0.22 52.16
SAE (GRU) 14.44±0.20 51.14
f-SAE (LSTM) 13.14±0.23 53.29
f-SAE (GRU) 12.84±0.22 56.29