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ResearchFormerly WizWand

Regression on diamonds (60% retention)

0.9817R2 ScoreKAN-KO
0.875620.903160.93070.95824Sep 27, 2025
Updated 7mo ago

Evaluation results

MethodLinks
KAN-KOBase Model=XGB2025.090.9817
KAN-L2Base Model=XGB2025.090.9817
KAN-SIBase Model=XGB2025.090.9817
All FeaturesBase Model=XGB2025.090.9816
Perm. (RF)Base Model=XGB2025.090.9812
Mutual InfoBase Model=XGB2025.090.9811
SVM-RFEBase Model=XGB2025.090.9811
KAN-L1Base Model=XGB2025.090.981
LASSO/L1Base Model=XGB2025.090.981
KAN-KOBase Model=RF2025.090.9801
KAN-L2Base Model=RF2025.090.9801
KAN-SIBase Model=RF2025.090.9801
All FeaturesBase Model=RF2025.090.98
LASSO/L1Base Model=RF2025.090.98
Mutual InfoBase Model=RF2025.090.98
Perm. (RF)Base Model=RF2025.090.98
SVM-RFEBase Model=RF2025.090.98
KAN-L1Base Model=RF2025.090.9792
All FeaturesBase Model=GB2025.090.971
KAN-KOBase Model=GB2025.090.971
KAN-L2Base Model=GB2025.090.971
KAN-SIBase Model=GB2025.090.971
KAN-L1Base Model=GB2025.090.9708
Mutual InfoBase Model=GB2025.090.9707
Perm. (RF)Base Model=GB2025.090.9707
SVM-RFEBase Model=GB2025.090.9707
LASSO/L1Base Model=GB2025.090.9704
LASSO/L1Base Model=Ridge2025.090.8847
KAN-L1Base Model=Ridge2025.090.8824
KAN-KOBase Model=Ridge2025.090.8806
KAN-L2Base Model=Ridge2025.090.8806
KAN-SIBase Model=Ridge2025.090.8806
All FeaturesBase Model=Ridge2025.090.8805
Mutual InfoBase Model=Ridge2025.090.8797
Perm. (RF)Base Model=Ridge2025.090.8797
SVM-RFEBase Model=Ridge2025.090.8797