Prediction of Epileptic Seizure by Analysing Time Series EEG Signal Using -NN Classifier

Table 4

Error (% deviation) calculation for different orders of fitting and for different test values (age) of subjects.

Order of fittings	Value of ApEn; (20 years of subject)		Value of ApEn; (40 years of subject)		Value of ApEn; (60 years of subject)		Value of ApEn; (80 years of subject)
	Actual	Interpreted	Actual	Interpreted	Actual	Interpreted	Actual	Interpreted
3rd order	0.008	0.00841	0.0114	0.0109	0.0148	0.0159	0.031	0.0310
	Error = 5.13%		Error = 4.39%		Error = 7.43%		Error = 2.51%
4th order	0.008	0.00862	0.0114	0.0108	0.0148	0.0157	0.031	0.0312
	Error = 7.75%		Error = 5.26%		Error = 6.08%		Error = 2.52%