Table 2.

Results of the ESN model evaluations

Exp.	$\mathrm{\Delta }\mathit{\phi }$		Reservoir size N
			200	500	1000	2000	3000	4000
1	0	ACC	78.85	85.32	89.76	93.63	95.37	96.43
		SD	(0.75)	(0.37)	(0.55)	(0.51)	(0.17)	(0.35)
2	5	ACC	70.82	75.85	79.37	84.73	88.39	89.49
		SD	(0.59)	(0.63)	(0.27)	(1.01)	(0.35)	(0.22)
3	10	ACC	67.72	72.08	75.82	80.42	83.64	85.96
		SD	(0.77)	(0.53)	(0.54)	(0.70)	(0.22)	(0.92)

Five independent tenfold cross-validation experiments were run on the training dataset. Values are reported in percent as mean weighted accuracy (ACC) and standard deviation (SD), see also Fig. 6