claraPD-methods: Clustering of Partial Discharge signals

Description Usage Arguments Author(s)

Description

Clustering of Partial Discharge signals with the clara method

Usage

1
2
3
4
5
## S4 method for signature 'PD'
claraPD(object, vars, useAngle = TRUE,
            nSims=25, nCl=7, metric='manhattan',
            noise.level=0.7, noise.rm=TRUE,
            seed=421)

Arguments

object

A PD or PDCluster object.

vars

Character vector with the names of the variables to be used.

useAngle

Logical. If TRUE the angle variable is included as an additional feature.

nSims

numeric, number of clara executions.

nCl

numeric, number of clusters.

metric

character, metric for the clara function.

noise.level

numeric, percentage threshold to consider a classification result as noise.

noise.rm

logical, should the noise results be removed?

seed

numeric, set.seed

Author(s)

Oscar Perpiñán Lamigueiro


oscarperpinan/pdcluster documentation built on May 24, 2019, 4:52 p.m.