Table 1.

Table showing the best AUC (MCC in the case of SS task) scores obtained in our simulations.

Task	Method	ONEHOT	REAL	SHUFFLED	RANDGEN
RSA	MLP	77.5	78.0	77.5	77.4
	RF	76.0	77.7	76.9	76.9
	Ridge	77.9	77.2	75.4	75.9
	LinSVC	77.8	77.0	73.5	75.6
CYS	MLP	67.7	73.7	71.5	71.6
	RF	68.0	75.4	72.9	73.2
	Ridge	71.1	77.6	76.5	74.9
	LinSVC	71.0	76.5	72.9	71.0
SS	MLP	45.5	47.9	44.9	44.6
	RF	39.9	44.1	41.4	41.2
	Ridge	40.0	39.7	36.1	35.7
	LinSVC	40.0	38.4	33.8	33.2