roc_auc Mean	roc_auc 95CI.LO	roc_auc 95CI.HI	model__max_features	model__n_estimators	preparation__non_numeric_pipeline__encoder_chooser__transformer
0.747	0.695	0.799	sqrt	50	OneHotEncoder()
0.745	0.738	0.752	sqrt	50	CustomOrdinalEncoder()
0.732	0.691	0.772	100	50	OneHotEncoder()
0.726	0.699	0.752	100	50	CustomOrdinalEncoder()
0.717	0.678	0.756	sqrt	10	OneHotEncoder()
0.705	0.660	0.751	sqrt	10	CustomOrdinalEncoder()
0.705	0.659	0.752	100	10	OneHotEncoder()
0.701	0.673	0.729	100	10	CustomOrdinalEncoder()