Analyzing EEG Signals Using Decision Trees: A Study of Modulation of Amplitude

Table 2

Comparison of classification accuracy between algorithms with full frequency band and only Beta band.

Person	Full band		Only Beta band
	J48 (%)	Random Tree (%)	J48 (%)	Random Tree (%)
1	46.19	49.08	36.34	48.23
2	44.19	49.47	44.74	42.70
3	43.00	41.85	37.68	46.63
4	45.54	45.44	41.73	44.61