HGC.PlotParameter {HGC} | R Documentation

## Visualizing the Parameter Records during Clustering

### Description

The function visualizes the parameter output from `HGC.parameter`.

### Usage

    HGC.PlotParameter(record, parameter)

### Arguments

`record` | the input record matrix of parameters from `HGC.parameter`.
`parameter` | a string with alternatives "CL" or "ANN". Choose "CL" to plot the chain lengths and "ANN" to plot the average neighbor number.

### Details

The chain length(CL) and average neighbor number(ANN) are key factors related with the time complexity of clustering by `HGC`. The function provides the visualization of them.

### Value

The function will return 1 if the dendrogram is successfully drawn.

### Examples

    data(Pollen)
    Pollen.PCs <- Pollen[["PCs"]]
    Pollen.SNN <- SNN.Construction(Pollen.PCs)
    Pollen.ParameterRecord <- HGC.parameter(G = Pollen.SNN)
    HGC.PlotParameter(Pollen.ParameterRecord, parameter = "CL")
    HGC.PlotParameter(Pollen.ParameterRecord, parameter = "ANN")

[Package HGC version 1.0.3 Index]