Table 4.

Comparison of selected machine learning models for different Q.

Model	Q
	10	25	50	100	150	200
DT	61.84	62.42	66.25	71.32	77.6	74.36
KNN	77.34	77.51	78.84	81.73	82.4	76.92
RF	66.2	69.75	72.93	82.23	84.8	76.92
NN	58.31	59.72	63.54	69.04	76.0	71.79
LSTM	57.76	55.54	54.14	54.06	60.8	64.1
CNN	46.94	49.16	48.16	53.05	51.2	56.41
Transformer	50.86	54.84	60.06	54.06	24.8	35.9
Dataset size	(49,597, 10, 3)	(14,249, 30, 3)	(7184, 50, 3)	(1966, 100, 3)	(624, 150, 3)	(195, 200, 3)