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ResearchFormerly WizWand

Classification on wine (F1 score)

98.8F1 ScoreRNS
75.160881.297987.43593.5721Aug 21, 2024Oct 19, 2024Dec 17, 2024Feb 14, 2025Apr 14, 2025Jun 12, 2025Aug 11, 2025
Updated 4mo ago

Evaluation results

MethodLinks
RNSModel Interpretability=Interpretable2024.0898.8
LGBMModel Interpretability=Non-interpretable2024.0898.44
TabNetModel Interpretability=Non-interpretable2024.0898.37
RRLModel Interpretability=Interpretable2024.0898.37
RFModel Interpretability=Non-interpretable2024.0898.31
XGBValidation Strategy=five-fold cross-validation2025.0898.22
LORDModel Interpretability=Interpretable2024.0897.85
NODEModel Interpretability=Non-interpretable2024.0897.78
XGBModel Interpretability=Non-interpretable2024.0897.78
CRSModel Interpretability=Interpretable2024.0897.78
CORELSModel Interpretability=Interpretable2024.0897.43
KNNModel Interpretability=Interpretable2024.0896.24
SVMModel Interpretability=Non-interpretable2024.0896.05
ODDValidation Strategy=five-fold cross-validation2025.0895.87
SBRLModel Interpretability=Interpretable2024.0895.84
BNNModel Interpretability=Non-interpretable2024.0895.77
RRLValidation Strategy=five-fold cross-validation2025.0895.58
SAINTModel Interpretability=Non-interpretable2024.0895.5
C4.5Model Interpretability=Interpretable2024.0895.48
TabTransModel Interpretability=Non-interpretable2024.0895.16
LRModel Interpretability=Interpretable2024.0895.16
FTModel Interpretability=Non-interpretable2024.0894.63
NLNValidation Strategy=five-fold cross-validation2025.0894.44
STGModel Interpretability=Non-interpretable2024.0894.39
CARTModel Interpretability=Interpretable2024.0894.39
DRNETModel Interpretability=Interpretable2024.0892.41
VIMEModel Interpretability=Non-interpretable2024.0892.18
PTURSModel Interpretability=Interpretable2024.0890.85
RIPPERModel Interpretability=Interpretable2024.0889.16
PLNNModel Interpretability=Non-interpretable2024.0876.07