Minkowski_distance: Minkowski Distance function

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

Minkowski Distance function

Description

Minkowski Distance function

Usage

Minkowski_Distance(X, v, p)

Arguments

X	n x m matrix or numeric dataframe
v	1 x m vector
p	positive non-zero integer

Value

column matrix of (Minkowski) distances between the rows of X and a vector v

Examples

X = matrix(c(4,3,2,8,9,5), nrow = 3)
v = c(10,7)
p = 2
Minkowski_Distance(X,v,p)
#Returns the following:
# [37,53,68]'

X = matrix(c(1,2,3,4,5,6), nrow = 3)
v = c(10,3)
p = Inf
Minkowski_Distance(X, v, p)
# Returns the following:
# [9, 8, 7]'

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