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ResearchFormerly WizWand

Regression on Power Plant (MSE)

0.0315MSEGradient Boost
0.028060.051280.07450.09772Jul 24, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Gradient BoostAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.0315
XGBoostAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.0319
CatBoostAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.0325
Random ForestAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.0363
Random ForestAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.0375
XGBoostAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.0375
SVRAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.0489
SVRAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.0534
Gradient BoostAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.0538
Decision TreeAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.0551
Neural NetworkAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.0567
CatBoostAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.0568
Neural NetworkAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.0612
Linear RegressionAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.0713
LassoAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.0713
Linear RegressionAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.0714
LassoAnalysis Tool=LAMBDA, Evaluation Protocol=5-fold cross-validation2024.070.0718
Decision TreeAnalysis Tool=R, Evaluation Protocol=5-fold cross-validation2024.070.1175