12_d.dataset: Dataset for demonstrations
In snoweye/EMCluster: EM Algorithm for Model-Based Clustering of Finite Mixture Gaussian Distribution
Dataset R Documentation
Dataset for demonstrations
Description
There are four small datasets to test and demonstrate EMCluster.
Usage
da1
da2
da3
Format
da1, da2, da3 are in list.
Details
da1 has 500 observations in two dimensions
da1$da$x and da1$da$y,
and they are in 10 clusters given in da1$class.
da2 has 2,500 observations in two dimensions, too. The true
parameters are given in da1$pi, da1$Mu, and da1$LTSigma.
There are 40 clusters given in da1$class for this dataset.
da3 is similar to da2, but with lower overlaps between
clusters.
Author(s)
Wei-Chen Chen wccsnow@gmail.com and Ranjan Maitra.
References
snoweye/EMCluster documentation built on Sept. 13, 2024, 4:46 a.m.
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| Dataset | R Documentation |
Dataset for demonstrations
Description
There are four small datasets to test and demonstrate EMCluster.
Usage
da1
da2
da3
Format
da1, da2, da3 are in list.
Details
da1 has 500 observations in two dimensions
da1$da$x and da1$da$y,
and they are in 10 clusters given in da1$class.
da2 has 2,500 observations in two dimensions, too. The true
parameters are given in da1$pi, da1$Mu, and da1$LTSigma.
There are 40 clusters given in da1$class for this dataset.
da3 is similar to da2, but with lower overlaps between
clusters.
Author(s)
Wei-Chen Chen wccsnow@gmail.com and Ranjan Maitra.
References
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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