Package elki.visualization.silhouette
Class SilhouettePlot
- java.lang.Object
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- elki.visualization.silhouette.SilhouettePlot
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public class SilhouettePlot extends java.lang.ObjectClass to produce an Silhouette plot image.- Since:
- 0.8.0
- Author:
- Robert Gehde
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Field Summary
Fields Modifier and Type Field Description (package private) StylingPolicycolorsColor adapter to use(package private) intheightHeight of plotprivate static LoggingLOGLoggerprivate static intMAX_HEIGHTMinimum and maximum vertical resolution.private static intMIN_HEIGHTMinimum and maximum vertical resolution.protected java.awt.image.RenderedImageplotThe Silhouette plot.protected intplotnumThe plot number for Batik(package private) doubleratioRatio of plot(package private) LinearScalescaleScale to use(package private) DoubleDBIDList[]silhouettesThe silhouette values.(package private) intwidthWidth of plot
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Constructor Summary
Constructors Constructor Description SilhouettePlot(DoubleDBIDList[] silhouettes, StylingPolicy colors)Constructor, with automatic distance adapter detection.
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description protected LinearScalecomputeScale(DoubleDBIDList[] silhouettes)Compute the scale (value range)voidforgetRenderedImage()Free memory used by rendered image.intgetHeight()java.lang.StringgetLongName()java.awt.image.RenderedImagegetPlot()Get the Silhouette plot.doublegetRatio()Get width-to-height ratio of image.LinearScalegetScale()java.lang.StringgetShortName()java.lang.StringgetSVGPlotURI()Get the SVG registered plot numberintgetWidth()static SilhouettePlotplotForSilhouetteValues(DoubleDBIDList[] silhouettes, VisualizerContext context)Static method to find a silhouette plot for a result, or to create a new one using the given context.voidreplot()Trigger a redraw of the Silhouette plotdoublescaleFromPixel(double y)Scale a pixel value to a silhouette valueintscaleToPixel(double silhouette)Scale a silhouette score to a pixel value.
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Field Detail
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LOG
private static final Logging LOG
Logger
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MIN_HEIGHT
private static final int MIN_HEIGHT
Minimum and maximum vertical resolution.- See Also:
- Constant Field Values
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MAX_HEIGHT
private static final int MAX_HEIGHT
Minimum and maximum vertical resolution.- See Also:
- Constant Field Values
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scale
LinearScale scale
Scale to use
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width
int width
Width of plot
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height
int height
Height of plot
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ratio
double ratio
Ratio of plot
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silhouettes
final DoubleDBIDList[] silhouettes
The silhouette values.
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colors
final StylingPolicy colors
Color adapter to use
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plot
protected java.awt.image.RenderedImage plot
The Silhouette plot.
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plotnum
protected int plotnum
The plot number for Batik
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Constructor Detail
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SilhouettePlot
public SilhouettePlot(DoubleDBIDList[] silhouettes, StylingPolicy colors)
Constructor, with automatic distance adapter detection.- Parameters:
silhouettes- silhouette values to plot.colors- Coloring strategy
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Method Detail
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replot
public void replot()
Trigger a redraw of the Silhouette plot
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scaleToPixel
public int scaleToPixel(double silhouette)
Scale a silhouette score to a pixel value.- Parameters:
silhouette- silhouette- Returns:
- Pixel value.
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scaleFromPixel
public double scaleFromPixel(double y)
Scale a pixel value to a silhouette value- Parameters:
y- Pixel value- Returns:
- silhouette
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computeScale
protected LinearScale computeScale(DoubleDBIDList[] silhouettes)
Compute the scale (value range)- Parameters:
silhouettes- Silhouette values to process- Returns:
- Scale for value range of silhouette values
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getScale
public LinearScale getScale()
- Returns:
- the scale
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getWidth
public int getWidth()
- Returns:
- the width
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getHeight
public int getHeight()
- Returns:
- the height
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getRatio
public double getRatio()
Get width-to-height ratio of image.- Returns:
width / height
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getPlot
public java.awt.image.RenderedImage getPlot()
Get the Silhouette plot.- Returns:
- plot image
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forgetRenderedImage
public void forgetRenderedImage()
Free memory used by rendered image.
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getSVGPlotURI
public java.lang.String getSVGPlotURI()
Get the SVG registered plot number- Returns:
- Plot URI
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getLongName
public java.lang.String getLongName()
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getShortName
public java.lang.String getShortName()
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plotForSilhouetteValues
public static SilhouettePlot plotForSilhouetteValues(DoubleDBIDList[] silhouettes, VisualizerContext context)
Static method to find a silhouette plot for a result, or to create a new one using the given context.- Parameters:
silhouettes- silhouette valuescontext- Context (for colors and reference clustering)- Returns:
- New or existing silhouette plot
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