Representation | Test accuracy (%) | Test AUROC |
---|---|---|
Majority classifier | \(37.8\% \pm 0.0\%\) | \(0.500 \pm 0.000\) |
Self-assessments | \(43.3\% \pm 0.0\%\) | \(0.665 \pm 0.000\) |
Engineered features | \(\mathbf {57.2\% \pm 1.0\%}\) | \(0.768 \pm 0.007\) |
Time-series | \(55.1\% \pm 2.2\%\) | \(0.801 \pm 0.004\) |
Image | \(56.4\% \pm 1.3\%\) | \(\mathbf {0.806 \pm 0.002}\) |