Table 15 Impact of \(\alpha\) on EHRs diabetes prediction dataset.
From: A deep learning framework with hybrid stacked sparse autoencoder for type 2 diabetes prediction
HSSAE (Proposed) | Acc | Pre | Rec | F1 | AUC |
|---|---|---|---|---|---|
\(\alpha =0\) | 0.77 | 0.82 | 0.69 | 0.75 | 0.86 |
Optimized \(\alpha =\) 0.02 | 0.93 | 0.92 | 0.95 | 0.94 | 0.99 |
\(\alpha =1\) | 0.50 | 0.51 | 1.00 | 0.66 | 0.50 |
