knn_training_function {FastKNN}

KNN Training The knn_training_function returns the labels for a training set using the k-Nearest Neighbors Clasification method.

Description

KNN Training The knn_training_function returns the labels for a training set using the k-Nearest Neighbors Clasification method.

Usage

knn_training_function(dataset, distance, label, k = 1)

Arguments

dataset

is a matrix with the features of the training set

distance

is a nxn matrix with the distance between each observation of the training set

label

is a nx1 vector with the labels of the training set

k

is from the numeric class and represent the number of neigbours to be use in the classifier.

Details

This function is use to check the quality of the Classifier. Because then the predicted labels are compared with the true labels

Value

a k vector with the predicted labels for the training set. #'

See Also

k.nearest.neighbors

sample