Table 7 Performance comparison of ML and DL models.

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

Models

Accuracy

SGD85

0.5491

GNB85

0.7540

SVM85

0.7622

LR85

0.8442

DT85

0.8778

GBM85

0.8852

AdaBoost85

0.8852

RF85

0.9188

ETC85

0.9262

LSTM86

0.8691

RNN86

0.9100

MLP86

0.9120

CNN86

0.9398

ET-CNN

0.9524