Gaussian Mixture Models (GMM)


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Documentation for package ‘AdaptGauss’ version 1.1.0

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AdaptGauss-package AdaptGauss-package
MultiModal-package AdaptGauss-package
AdaptGauss Adapt Gaussian Mixture Model (GMM)
BayesDecisionBoundaries Decision Boundaries calculated through Bayes Theorem
BayesForMixes Posterioris of Bayes Theorem
CDFMixtures cumulative distribution of mixture model
Chi2testMixtures Pearson's chi-squared test
ClassifyByDecisionBoundaries Classify Data according to decision Boundaries
EMGauss EM Algorithm for GMM
Intersect2Mixes Intersect of two Gaussians
KStestMixtures Kolmogorov-Smirnov test
MultiModal AdaptGauss-package
OptimalNoBins Optimal Number Of Bins
paretoDensityEstimationForGMM Pareto Density Estimation
paretoRadiusForGMM ParetoRadius for GMM
PlotGaussianMixtures Shows GMM
PlotGaussMixesAndBoundaries Shows GMM with Boundaries
qqplotGMM Quantile Quantile Plot of Data
randomLogGMM Random Number Generator for Log or Gaussian Mixture Model