Table 3.

Synthetic data summary for each simulated layer.

Layer	# Features	# Informative features	Multiplicative factor	Class separation	Random state
Layer 1	100	10	Default	1.0	1
Layer 2	50	5	Default	1.2	2
Layer 3	250	25	10	0.8	3

Multiplicative factor, class separation, and random state refer to the parameters scale, class_sep, and random_state of the make_classification function in scikit-learn.