Table 3.

Predictive performance on WPBC dataset

Dataset	Model	KNN	RF	SVR	Ridge	Lasso	MTLasso	MLP-4	GATAN
WPBC	MSE	1139.06	1189.69	1007.50	1184.38	1000.94	990.63	941.88	860.63
		(200.05)	(273.34)	(153.95)	(253.02)	(144.57)	(163.17)	(145.68)	(65.49)
	EVS	-0.22	-0.17	0.00	-0.21	-0.01	0.01	0.00	-0.01
		(0.15)	(0.17)	(0.01)	(0.28)	(0.15)	(0.14)	(0.01)	(0.02)
	MAE	25.48	28.00	27.16	27.78	24.58	24.16	27.09	23.86
		(4.94)	(3.31)	(6.08)	(4.27)	(1.32)	(3.30)	(4.88)	(0.79)

The best performance is bolded