Table 4 RRegrs averaged statistics reported for the three use cases, under the 10-fold repeated CVscheme
From: RRegrs: an R package for computer-aided model selection with multiple regression models
Use case | Best model | Features no. | adj.R2 | \({\text{R}}_{\text{CV}}^{ 2}\) | \({\text{R}}^{ 2}_{\text{test}}\) | RMSECV | RMSEtest |
|---|---|---|---|---|---|---|---|
UC1: protein corona | |||||||
 129 proteins | SVRM | 99 | 1.02 | 0.687 | 0.631 | 0.558 | 0.612 |
 76 proteins | SVRM | 60 | 0.582 | 0.777 | 0.728 | 0.477 | 0.538 |
 UC2: metal oxides | ENET | 8.8 | 1 | 0.933 | 0.746 | 0.639 | 0.639 |
 UC3: toxicity data | SVRM | 8 | 0.7 | 0.556 | 0.537 | 0.68 | 0.67 |