Nonparametric Regression on Synthetic Nonparametric Regression Scenario dX=10 (test)
0.9464CPdeep bootstrap framework
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| deep bootstrap frameworkconfiguration_id=(I), dimension=10, alpha=0.05, test set size=2500, test set ratio=0.025, hidden layers=[48,48], B=2002026.02 | 0.9464 | 0.0006 | 0.0011 | 0.1185 | |
| deep bootstrap frameworkconfiguration_id=(III), dimension=10, alpha=0.05, test set size=2500, test set ratio=0.0125, hidden layers=[64,64], B=2002026.02 | 0.9424 | 0.0054 | 0.0092 | 0.2777 | |
| deep bootstrap frameworkconfiguration_id=(II), dimension=10, alpha=0.05, test set size=2500, test set ratio=0.0125, hidden layers=[56,56], B=2002026.02 | 0.938 | 0.0015 | 0.0019 | 0.1581 |