SELECT * FROM XGBoost_Drive ( ON (SELECT 1) PARTITION BY 1 InputTable ('housing_train_binary') OutputTable ('xgboost_model') ResponseColumn ('homestyle') PredictionType ('classification') NumericInputs ('price','lotsize','bedrooms','bathrms','stories','garagepl') CategoricalInputs ('driveway','recroom','fullbase','gashw','airco', 'prefarea') LossFunction ('binomial') IterNum (10) MaxDepth (10) MinNodeSize (1) RegularizationLambda ('1') ShrinkageFactor ('0.1') IdColumn ('sn') NumBoostedTrees ('2') DropOutputTable ('true') );