THE NEAREST PROTOTYPE CLASSIFIER

THE NEAREST PROTOTYPE CLASSIFIER

For the sequence X,the distortion is defined as the average of distortions of vectors

The decision rule is stated as follows

select speaker i if

If there is no proper minimum,select the first speaker at which a common value is attained.