List your company
ResearchFormerly WizWand

Classification on pc1 (Accuracy)

93.7Accuracy (pc1)TabPFN
90.26891.15992.0592.941Mar 18, 2025
Updated 5mo ago

Evaluation results

MethodLinks
TabPFNPredictor=TabPFN, Feature Engineering=LLM-FE2025.0393.7
TabPFNPredictor=TabPFN, Feature Engineering=Base2025.0393.6
XGBoostPredictor=XGBoost, Feature Engineering=LLM-FE2025.0393.5
LLM-FEBackbone=XGBoost, n (number of samples)=1109, p (number of features)=212025.0393.5
OCTreeBackbone=XGBoost, n (number of samples)=1109, p (number of features)=212025.0393.4
FeatLLMBackbone=XGBoost, n (number of samples)=1109, p (number of features)=212025.0393.3
XGBoostPredictor=XGBoost, Feature Engineering=Base2025.0393.1
MLPPredictor=MLP, Feature Engineering=Base2025.0393.1
BaseBackbone=XGBoost, n (number of samples)=1109, p (number of features)=212025.0393.1
AutoFeatBackbone=XGBoost, n (number of samples)=1109, p (number of features)=212025.0393.1
OpenFEBackbone=XGBoost, n (number of samples)=1109, p (number of features)=212025.0393.1
CAAFEBackbone=XGBoost, n (number of samples)=1109, p (number of features)=212025.0392.9
MLPPredictor=MLP, Feature Engineering=LLM-FE2025.0390.4