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ResearchFormerly WizWand

Classification on 150 dataset-fold combinations

2.77AUC RankTabICL
2.05966.854811.6516.4452May 5, 2026
Updated 6mo ago

Evaluation results

MethodLinks
TabICLQuadrant=Eagle, Prescription=Ship it2026.052.778.5
CatBoostQuadrant=Eagle, Prescription=Ship it2026.054.367.93
TabPFNQuadrant=Eagle, Prescription=Ship it2026.055.198.57
EBMQuadrant=Eagle, Prescription=Ship it2026.055.396.39
HGBQuadrant=Bull, Prescription=Apply Venn-Abers2026.056.7612
LightGBMQuadrant=Bull, Prescription=Apply Venn-Abers2026.056.9313.23
GBCQuadrant=Eagle, Prescription=Ship it2026.057.837.42
NCAQuadrant=Bull, Prescription=Apply Venn-Abers2026.058.9711.89
RFQuadrant=Eagle, Prescription=Ship it2026.059.0510.29
XGBoostQuadrant=Bull, Prescription=Apply Venn-Abers2026.059.0716.65
TabMQuadrant=Bull, Prescription=Apply Venn-Abers2026.0510.4417.07
ExtraTreesQuadrant=Mole, Prescription=Start over2026.0511.2111.13
LDAQuadrant=Sloth, Prescription=Retrain2026.0512.159.69
RealMLPQuadrant=Mole, Prescription=Start over2026.0514.2114.11
TabTrans.Quadrant=Sloth, Prescription=Retrain2026.0514.8910.98
NBQuadrant=Mole, Prescription=Start over2026.0515.118.31
LRQuadrant=Sloth, Prescription=Retrain2026.0515.347.86
MLPQuadrant=Mole, Prescription=Start over2026.0516.1816.03
SVMQuadrant=Sloth, Prescription=Retrain2026.0516.673.93
KNNQuadrant=Mole, Prescription=Start over2026.0517.9716.95
AVGQuadrant=Sloth, Prescription=Retrain2026.0520.532.07