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ResearchFormerly WizWand

Classification on chess (F1 score)

99.47F1 ScoreRRL
21.875642.020362.16582.3097Aug 21, 2024Oct 19, 2024Dec 17, 2024Feb 14, 2025Apr 14, 2025Jun 12, 2025Aug 11, 2025
Updated 4mo ago

Evaluation results

MethodLinks
RRLValidation Strategy=five-fold cross-validation2025.0899.47
XGBValidation Strategy=five-fold cross-validation2025.0899.34
NLNValidation Strategy=five-fold cross-validation2025.0899.31
ODDValidation Strategy=five-fold cross-validation2025.0897.89
RNSModel Interpretability=Interpretable2024.0881.19
TabNetModel Interpretability=Non-interpretable2024.0880.78
XGBModel Interpretability=Non-interpretable2024.0880.66
FTModel Interpretability=Non-interpretable2024.0880.64
NODEModel Interpretability=Non-interpretable2024.0880.64
LORDModel Interpretability=Interpretable2024.0880.61
LGBMModel Interpretability=Non-interpretable2024.0880.58
CRSModel Interpretability=Interpretable2024.0880.21
C4.5Model Interpretability=Interpretable2024.0879.9
RRLModel Interpretability=Interpretable2024.0879.66
SVMModel Interpretability=Non-interpretable2024.0879.58
SAINTModel Interpretability=Non-interpretable2024.0879.37
CARTModel Interpretability=Interpretable2024.0879.15
BNNModel Interpretability=Non-interpretable2024.0878.55
PLNNModel Interpretability=Non-interpretable2024.0877.85
TabTransModel Interpretability=Non-interpretable2024.0877.64
PTURSModel Interpretability=Interpretable2024.0877.58
DRNETModel Interpretability=Interpretable2024.0876.34
VIMEModel Interpretability=Non-interpretable2024.0876.27
KNNModel Interpretability=Interpretable2024.0875.21
RFModel Interpretability=Non-interpretable2024.0875
RIPPERModel Interpretability=Interpretable2024.0870.95
STGModel Interpretability=Non-interpretable2024.0860.33
LRModel Interpretability=Interpretable2024.0833.06
SBRLModel Interpretability=Interpretable2024.0826.44
CORELSModel Interpretability=Interpretable2024.0824.86