knn_training_function: 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.
Value
a k vector with the predicted labels for the training set.
#'
Details
This function is use to check the quality of the Classifier. Because then the predicted labels
are compared with the true labels