| Distance_for_KNN_test | Distance for KNN Test The Distance_for_KNN_test returns the distance matrix between the test set and the training set. |
| k.nearest.neighbors | k-Nearest Neighbors the 'k.nearest.neigbors' gives the list of points (k-Neigbours) that are closest to the row i in descending order. |
| knn_test_function | KNN Test The knn_test_function returns the labels for a test set using the k-Nearest Neighbors Clasification method. |
| knn_training_function | KNN Training The knn_training_function returns the labels for a training set using the k-Nearest Neighbors Clasification method. |