Model | Type of features | Number of radiological featuresa | Number of relevant radiological featuresa | Test set Accuracy (mean ± standard deviation) | Test set AUC (mean ± standard deviation) |
---|---|---|---|---|---|
Model1 | RF1 (2L) | 21 | 10 | 0.713 ± 0.004 | 0.768 ± 0.032 |
Model2 | QM (2L and 4 GS) | 102 | 26 | 0.724 ± 0.006 | 0.800 ± 0.026 |
Model3 | RF1 + RF2 (2L) | 141 | 24 | 0.776 ± 0.003 | 0.867 ± 0.008 |
Model4 | RF1 + QM (2L and 4 GS) + RF2 (2L) | 241 | 32 | 0.796 ± 0.005 | 0.870 ± 0.011 |