Table 3 Evaluation Metrics-Based comparison of deep learning model Performance.
From: Harris Hawks optimization based deep learning models for heart disease diagnosis
Models | Accuracy (%) | Precision (PPV) (%) | Recall (Sensitivity) (%) | F1-Score (%) | AUC Score (%) |
|---|---|---|---|---|---|
MLP | 87.64 | 88 | 88 | 88 | 96 |
CNN | 86.14 | 87 | 86 | 86 | 95 |
LSTM | 87.91 | 88 | 88 | 88 | 96 |
Bidirectional LSTM | 87.78 | 88 | 88 | 88 | 96 |
Gated Recurrent Unit | 88.03 | 88 | 88 | 88 | 96 |
