Table 6 Results of deep learning models85.

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

Model

Accuracy

Precision

Recall

F1 Score

ET-CNN

0.9524

0.97

0.97

0.97

CNN86

0.9398

0.95

0.95

0.95

MLP86

0.9120

0.94

0.94

0.94

RNN86

0.9100

0.89

0.91

0.90

LSTM86

0.8691

0.93

0.93

0.93

RF without SMOTE85

0.8889

0.89

0.89

0.89

ETC with SMOTE85

0.9262

0.93

0.93

0.93

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