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ResearchFormerly WizWand

Classification on tic-tac-toe (F1 score)

100F1 ScoreNODE
83.20487.564591.92596.2855Aug 21, 2024Oct 19, 2024Dec 17, 2024Feb 14, 2025Apr 14, 2025Jun 12, 2025Aug 11, 2025
Updated 4mo ago

Evaluation results

MethodLinks
NODEModel Interpretability=Non-interpretable2024.08100
PLNNModel Interpretability=Non-interpretable2024.08100
RFModel Interpretability=Non-interpretable2024.08100
SVMModel Interpretability=Non-interpretable2024.08100
TabNetModel Interpretability=Non-interpretable2024.08100
RRLModel Interpretability=Interpretable2024.08100
RNSModel Interpretability=Interpretable2024.08100
NLNValidation Strategy=five-fold cross-validation2025.08100
RRLValidation Strategy=five-fold cross-validation2025.08100
XGBValidation Strategy=five-fold cross-validation2025.0899.91
XGBModel Interpretability=Non-interpretable2024.0899.48
LORDModel Interpretability=Interpretable2024.0899.45
LGBMModel Interpretability=Non-interpretable2024.0899.4
BNNModel Interpretability=Non-interpretable2024.0898.92
LRModel Interpretability=Interpretable2024.0898.82
CORELSModel Interpretability=Interpretable2024.0898.49
C4.5Model Interpretability=Interpretable2024.0898.45
CARTModel Interpretability=Interpretable2024.0897.85
FTModel Interpretability=Non-interpretable2024.0897.84
RIPPERModel Interpretability=Interpretable2024.0897.79
SAINTModel Interpretability=Non-interpretable2024.0896.95
DRNETModel Interpretability=Interpretable2024.0895.87
TabTransModel Interpretability=Non-interpretable2024.0895.77
PTURSModel Interpretability=Interpretable2024.0895.42
CRSModel Interpretability=Interpretable2024.0894.93
SBRLModel Interpretability=Interpretable2024.0894.44
VIMEModel Interpretability=Non-interpretable2024.0893.48
STGModel Interpretability=Non-interpretable2024.0893.43
KNNModel Interpretability=Interpretable2024.0892.33
ODDValidation Strategy=five-fold cross-validation2025.0883.85