- k-nearest neighbour classifier performance determination using the leave one out method
SYNOPSIS
double knn_loo_perf
(k)
ARGUMENTS
int
k
The number of neighbours to be used in the nearest neighbour rule.
RETURNS
The performance of the k nearest neighbour rule on a data set edited using the
leave one out method.
FUNCTION
This function calculates the k-nearest neighbour leave one out performance for
the data set initialized using the knn_init function. The function
only needs the number of neighbours as input. It is assumed that the dataset
is already initialized using the knn_init.