Table 8 Deep learning models comparison on health indicators dataset.
From: A deep learning framework with hybrid stacked sparse autoencoder for type 2 diabetes prediction
Models | Pre | Rec | F1 | Acc | AUC | Hamming loss |
|---|---|---|---|---|---|---|
CNN | 0.73 | 0.78 | 0.75 | 0.74 | 0.82 | 0.26 |
LSTM | 0.72 | 0.84 | 0.78 | 0.76 | 0.84 | 0.24 |
SSAE | 0.83 | 0.70 | 0.75 | 0.77 | 0.87 | 0.23 |
HSSAE (Proposed) | 0.86 | 0.92 | 0.89 | 0.89 | 0.95 | 0.11 |
