List your company
ResearchFormerly WizWand

Regression on Airfoil (MSE)

0.2528MSEGradient Boost
0.2350240.3550120.4750.594988Jul 24, 2024
Updated 7mo ago

Evaluation results

MethodLinks
Gradient BoostAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.2528
CatBoostAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.2529
Decision TreeAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.2559
Neural NetworkAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.2604
CatBoostAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.2638
Random ForestAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.2655
XGBoostAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.2741
XGBoostAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.2832
Gradient BoostAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.2888
Random ForestAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.3343
SVRAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.3725
Decision TreeAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.3823
SVRAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.3854
Neural NetworkAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.4292
LassoAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.4886
Linear RegressionAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.5717
LassoAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.5738
Linear RegressionAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.6972