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Comparison of the discrimination power (AUC) of extracted factors by autoencoder and PCA.
| Autoencoder | PCA | p value | |
|---|---|---|---|
| Pathoglycemia | 0.827 (0.814–0.838) | 0.569 (0.560–0.579) | <0.01 |
| Hypertension | 0.809 (0.794–0.821) | 0.662 (0.651–0.674) | <0.01 |
| Dyslipidemia | 0.801 (0.788–0.813) | 0.674 (0.669–0.679) | <0.01 |
(Note: AUCs with 95% CI are reported, t-test is used to examine the statistical difference).
