Table 13 Performance comparison of the deep learning models on real-time data.

From: Heart failure patients monitoring using IoT-based remote monitoring system

Model

Accuracy

Precision

Recall

F1 Score

ET-CNN

0.9718

0.95

0.98

0.96

CNN86

0.9534

0.93

0.97

0.95

MLP86

0.9302

0.91

0.93

0.92

RNN86

0.9449

0.92

0.92

0.92

LSTM86

0.9329

0.91

0.92

0.91

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