plotFeatureDensity - Plot the densities of a single feature
as a function of class. With one input the supplied dataset
must have only a single feature. Otherwise, the second input
specifies which feature to plot.
plotHandles = plotFeatureDensity(prtDataSetClassObj)
plotHandles = plotFeatureDensity(prtDataSetClassObj, featureInd)
[...] = plotFeatureDensity(prtDataSetClassObj, featureInd, 'PARMNAME', PARAMVALUE,...)
Additional parameters:
nDensitySamples - Number of linearly spaced
samples used to construct the
density estimate. Default 500.
minimumKernelBandwidth - minimumBandwidth parameter of
prtRvKde that is used to
estimate each density. default
[]. See prtRvKde.
Example:
ds = prtDataGenMary;
plotDensity(ds,2)
ds = prtDataGenIris;
plotFeatureDensity(ds,1,'minimumKernelBandwidth',5e-3);
plotFeatureDensity(ds.retainFeatures(2),'nDensitySamples',20);