Best results

MONK1

Date	Accuracy	Hidden layers and units	Learning rate	Momentum	Init. function	Activ. function	Notes
16/01/2022	100%	[20]	0.1	0.8	Xavier	Sigmoid
14/01/2022	71.63%	[20]	0.1	0.8	Xavier	Sigmoid
11/01/2022	74.80%	[15, 15, 15]	0.01

MONK2

Date	Accuracy	Hidden layers and units	Learning rate	Momentum	Init. function	Activ. function	Notes
16/01/2022	100%	[10]	0.05		Norm. Xavier	Sigmoid
14/01/2022	88.10%	[20]	0.1	0.8	Xavier
11/01/2022	59.52%	[15, 15, 15]	0.01

MONK3

Date	Accuracy	Hidden layers and units	Learning rate	Momentum	Init. function	Activ. function	Notes
16/01/2022	94.21%	[10]	0.01		Xavier	Sigmoid
14/01/2022	90.67%	[20]	0.1	0.8	Xavier
11/01/2022	74.17%	[15, 15, 15]	0.01

CUP

Date	Accuracy	MEE	Loss	Hidden layers and units	Learning rate	Momentum	Init. function	Activ. function	Notes
17/05/2022	0% 2.37%	0.07951	1.1123 (MEE)	[23]	0.0025		Norm. Xavier	Tanh	L2(l = 1e-05)
13/05/2022	0.67% 2.37%	0.09735	0.6836 (MSE)	[25,25]	0.001		Norm. Xavier	Tanh
10/05/2022	0%		0.9846 (MSE)	[30]	0.001	0.85	He	Tanh	Quick baseline test