Nearest_Neighbors: Nearest_Neighbors function

In llrebecca21/ClusterPack: Contains K-Nearest Neighbors algorithm, K-Means algorithm, and various distance functions

Nearest_Neighbors function

Description

Nearest_Neighbors function

Usage

Nearest_Neighbors(X, observation, K, method, p = NULL)

Arguments

X	n x m matrix
observation	1 x m vector which is a row of the matrix X
K	positive integer that is the number of nearest-neighbors
method	Which distance equation will be used to calculate the nearest-neighbors.
p	If supplied, the positive integer used in calculating the Minkowski distance

Value

A list with first item is the 1 x K vector of indices of the nearest-neighbors and the second item is the 1 x K vector of distances to the nearest-neighbors.

llrebecca21/ClusterPack documentation built on April 15, 2022, 4:37 a.m.