Table 2 ROC-AUC comparison for various feature combinations. Values are reported as mean ± standard deviation. A value of 1.0 represents perfect performance. The table is divided into sections for readability.
Class | Config | \(\Delta \phi\) | \(\theta\) | \(\theta + \Delta \phi\) | xyz | \(xyz+\theta\) | \(xyz+\theta +\Delta \phi\) | E | xyz+E |
|---|---|---|---|---|---|---|---|---|---|
0 | 0 | 0.68 ±0.008 | 0.78 ±0.008 | 0.79 ±0.004 | 0.88 ±0.006 | 0.77 ±0.014 | 0.79 ±0.03 | 0.86 ±0.006 | 0.87 ±0.05 |
1 | 0.81 ±0.006 | 0.72 ±0.007 | 0.73 ±0.005 | 0.84 ±0.006 | 0.75 ±0.014 | 0.77 ±0.04 | 0.90 ±0.003 | 0.88 ±0.05 | |
2 | 0.71 ±0.002 | 0.77 ±0.007 | 0.79 ±0.005 | 0.82 ±0.009 | 0.77 ±0.014 | 0.78 ±0.02 | 0.86 ±0.009 | 0.79 ±0.03 | |
3 | 0.67 ±0.018 | 0.74 ±0.01 | 0.76 ±0.004 | 0.81 ±0.01 | 0.74 ±0.017 | 0.76 ±0.04 | 0.85 ±0.006 | 0.77 ±0.03 | |
1 | 4 | 0.91 ±0.001 | 0.80 ±0.0007 | 0.81 ±0.0005 | 0.86 ±0.0004 | 0.78 ±0.0006 | 0.80 ±0.05 | 0.95 ±0.0001 | 0.92 ±0.08 |
Class | Config | \(xyz+\Delta \phi\) | \(xyz+E+\Delta \phi\) | \(xyz+E+\theta\) | \(xyz+E+\theta +\Delta \phi\) | \(E+\theta\) | \(E+\Delta \phi\) | \(E+\theta +\Delta \phi\) | |
|---|---|---|---|---|---|---|---|---|---|
0 | 0 | 0.88 ±0.001 | 0.85 ±0.04 | 0.76 ±0.03 | 0.82 ±0.04 | 0.78 ±0.02 | 0.87 ±0.005 | 0.77 ±0.01 | |
1 | 0.84 ±0.002 | 0.90 ±0.04 | 0.76 ±0.03 | 0.85 ±0.06 | 0.77 ±0.03 | 0.92 ±0.004 | 0.75 ±0.01 | ||
2 | 0.82 ±0.002 | 0.83 ±0.03 | 0.72 ±0.06 | 0.82 ±0.04 | 0.75 ±0.03 | 0.87 ±0.008 | 0.77 ±0.01 | ||
3 | 0.81 ±0.005 | 0.81 ±0.03 | 0.74 ±0.02 | 0.82 ±0.05 | 0.73 ±0.05 | 0.87 ±0.006 | 0.75 ±0.01 | ||
1 | 4 | 0.86 ±0.0006 | 0.91 ±0.05 | 0.79 ±0.06 | 0.91 ±0.08 | 0.81 ±0.05 | 0.95 ±0.0002 | 0.79 ±0.0006 |
