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

Table 3

Percentage of accuracy due to variation of classification rule other parameters kept constant.

Distance types	and nearest neighbour (NN)		and random neighbour (RN)		and smallest neighbour (SN)
	Accuracy	Confusion matrix	Accuracy	Confusion matrix	Accuracy	Confusion matrix
“Cityblock”	60%	Figure 6(a)	40%	Figure 6(b)	20%	Figure 6(c)
“Correlation”	60%		60%		60%
“Cosine”	60%		40%		40%
“Euclidean”	60%		60%		60%