calculateAffinityMatrix: Calculate the affinity matrix based on the similarity matrix

In SpecDetec: Change Points Detection with Spectral Clustering

Description

Calculate the affinity matrix based on the similarity matrix

Usage

calculateAffinityMatrix(similarityMatrix, neighboorsNumber = 2)

Arguments

similarityMatrix	Matrix of similarity between all points in the time series
neighboorsNumber	Number of neighbors to consider affinity between nodes

Details

Calculate the affinity matrix based on the similarity matrix If the number of neighbors is equal to or greater than the similarity matrix then the similarity and affinity matrix are equal

Value

Affinity matrix based on the similarity matrix

Author(s)

Luis Gustavo Uzai

SpecDetec documentation built on May 2, 2019, 1:08 p.m.