Table 3. XGBoost models used for evaluation.

Small, medium and large variants are created for each dataset.

Model	Trees	Leaves	Max_depth
Covtype-small	80	560	3
Covtype-med	800	113,888	8
Covtype-large	8,000	6,636,440	16
Cal_housing-small	10	80	3
Cal_housing-med	100	21,643	8
Cal_housing-large	1,000	3,317,209	16
Fashion_mnist-small	100	800	3
Fashion_mnist-med	1,000	144,154	8
Fashion_mnist-large	10,000	2,929,521	16
Adult-small	10	80	3
Adult-med	100	13,074	8
Adult-large	1,000	642,035	16