fitNN {genMCMCDiag}

Helpful mini function to fit the nearest neighbor (NN) algorithm given a set and defined distance

Description

Helpful mini function to fit the nearest neighbor (NN) algorithm given a set and defined distance

Usage

fitNN(uniqueDraws, uniqueLabels, distance, minDist)

Arguments

uniqueDraws

List of unique values that make up the set on which we are using the NN algorithm

uniqueLabels

List of unique labels associated 1-1 with the unique values

distance

Function with arguments x,y that returns a distance defined on the given values

minDist

Minimum possible distance between two points that aren't equivalent. May be ignored, but if possible to specify, may speed up the algorithm.

Value

List. tsSolution gives the ordered labels, tsValues gives the ordered values, tsDiffs is a vector of distances between consecutive values in tsValues