Examples for 'mclust::plot.MclustDR'

Plotting method for dimension reduction for model-based clustering and classification

Aliases: plot.MclustDR plotEvalues.MclustDR

Keywords: multivariate

### ** Examples

## No test: 
mod <- Mclust(iris[,1:4], G = 3)

fitting ...

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dr <- MclustDR(mod, lambda = 0.5)
plot(dr, what = "evalues")
plot of chunk example-mclust-plot.MclustDR-1
plot(dr, what = "pairs")
plot of chunk example-mclust-plot.MclustDR-1
plot(dr, what = "scatterplot", dimens = c(1,3))
plot of chunk example-mclust-plot.MclustDR-1
plot(dr, what = "contour")
plot of chunk example-mclust-plot.MclustDR-1
plot(dr, what = "classification", ngrid = 200)
plot of chunk example-mclust-plot.MclustDR-1
plot(dr, what = "boundaries", ngrid = 200)
plot of chunk example-mclust-plot.MclustDR-1
plot(dr, what = "density")
plot of chunk example-mclust-plot.MclustDR-1
plot(dr, what = "density", dimens = 2)
plot of chunk example-mclust-plot.MclustDR-1
data(banknote)
da <- MclustDA(banknote[,2:7], banknote$Status, G = 1:3)

Class counterfeit: fitting ...

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Class genuine: fitting ...

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dr <- MclustDR(da)
plot(dr, what = "evalues")
plot of chunk example-mclust-plot.MclustDR-1
plot(dr, what = "pairs")
plot of chunk example-mclust-plot.MclustDR-1
plot(dr, what = "contour")
plot of chunk example-mclust-plot.MclustDR-1
plot(dr, what = "classification", ngrid = 200)
plot of chunk example-mclust-plot.MclustDR-1
plot(dr, what = "boundaries", ngrid = 200)
plot of chunk example-mclust-plot.MclustDR-1
plot(dr, what = "density")
plot of chunk example-mclust-plot.MclustDR-1
plot(dr, what = "density", dimens = 2)
plot of chunk example-mclust-plot.MclustDR-1
## End(No test)
[Package mclust version 6.1.1 Index]