Table 4 Results obtained for two metrics applied R2 and RMSE, for the three regressors considered
From: A machine learning-based model for a dose point kernel calculation
Training | Testing | |||
|---|---|---|---|---|
\(R^2\) | RMSE | \(R^2\) | RMSE | |
Ridge | 0.850(0.143) | 0.0313(0.0144) | 0.753(0.180) | 0.0385(0.0161) |
Lasso | 0.839(0.149) | 0.0326(0.0146) | 0.766(0.184) | 0.0367(0.0149) |
ElasticNet | 0.838(0.149) | 0.0329(0.0149) | 0.765(0.182) | 0.0369(0.0148) |