Man pages for Mthrun/AdaptGauss
Gaussian Mixture Models (GMM)
| AdaptGauss | Adapt Gaussian Mixture Model (GMM) |
| AdaptGauss-package | Gaussian Mixture Models (GMM) |
| Bayes4Mixtures | Posterioris of Bayes Theorem |
| BayesClassification | BayesClassification |
| BayesDecisionBoundaries | Decision Boundaries calculated through Bayes Theorem |
| BayesFor2GMM | Posterioris of Bayes Theorem for a two group GMM |
| CDFMixtures | cumulative distribution of mixture model |
| Chi2testMixtures | Pearson's chi-squared goodness of fit test |
| ClassifyByDecisionBoundaries | Classify Data according to decision Boundaries |
| EMGauss | EM Algorithm for GMM |
| GMMplot_ggplot2 | Plots the Gaussian Mixture Model (GMM) withing ggplot2 |
| InformationCriteria4GMM | Information Criteria For GMM |
| Intersect2Mixtures | Intersect of two Gaussians |
| KStestMixtures | Kolmogorov-Smirnov test |
| LikelihoodRatio4Mixtures | Likelihood Ratio for Gaussian Mixtures |
| LKWFahrzeitSeehafen2010 | Truck driving time seaport 2010 |
| LogLikelihood4Mixtures | LogLikelihood for Gaussian Mixture Models |
| Pdf4Mixtures | Calculates pdf for GMM |
| PlotMixtures | Shows GMM |
| PlotMixturesAndBoundaries | Shows GMM with Boundaries |
| qqplotGMM | Quantile Quantile Plot of Data |
| randomLogGMM | Random Number Generator for Log or Gaussian Mixture Model |
| Symlognpdf | computes a special case of log normal distribution density |
