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ResearchFormerly WizWand

Classification on adult (F1 score)

81.24F1 ScoreRNS
59.618465.231770.84576.4583Aug 21, 2024Oct 19, 2024Dec 17, 2024Feb 14, 2025Apr 14, 2025Jun 12, 2025Aug 11, 2025
Updated 4mo ago

Evaluation results

MethodLinks
RNSModel Interpretability=Interpretable2024.0881.24
CRSModel Interpretability=Interpretable2024.0880.95
TabNetModel Interpretability=Non-interpretable2024.0880.94
LORDModel Interpretability=Interpretable2024.0880.72
XGBModel Interpretability=Non-interpretable2024.0880.64
NODEModel Interpretability=Non-interpretable2024.0880.55
RRLModel Interpretability=Interpretable2024.0880.42
LGBMModel Interpretability=Non-interpretable2024.0880.36
RRLValidation Strategy=five-fold cross-validation2025.0880.31
SBRLModel Interpretability=Interpretable2024.0879.88
TabTransModel Interpretability=Non-interpretable2024.0879.35
SAINTModel Interpretability=Non-interpretable2024.0879.31
RFModel Interpretability=Non-interpretable2024.0879.22
FTModel Interpretability=Non-interpretable2024.0879.01
LRModel Interpretability=Interpretable2024.0878.43
VIMEModel Interpretability=Non-interpretable2024.0878.24
PTURSModel Interpretability=Interpretable2024.0877.92
C4.5Model Interpretability=Interpretable2024.0877.77
KNNModel Interpretability=Interpretable2024.0877.57
BNNModel Interpretability=Non-interpretable2024.0877.26
CARTModel Interpretability=Interpretable2024.0877.06
DRNETModel Interpretability=Interpretable2024.0876.83
STGModel Interpretability=Non-interpretable2024.0876.38
RIPPERModel Interpretability=Interpretable2024.0874.69
PLNNModel Interpretability=Non-interpretable2024.0873.55
CORELSModel Interpretability=Interpretable2024.0870.56
XGBValidation Strategy=five-fold cross-validation2025.0870.47
NLNValidation Strategy=five-fold cross-validation2025.0865.38
SVMModel Interpretability=Non-interpretable2024.0863.63
ODDValidation Strategy=five-fold cross-validation2025.0860.45