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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
  1. Averaged values are reported across the ten different data splits