Man pages for MixAll
Clustering and Classification using Model-Based Mixture Models
| birds | Qualitative data : morphological description of birds |
| bullsEye | Quantitative Data: bullsEye |
| bullsEye.cat | label Data: bullsEye.cat |
| bullsEye.target | label Data: bullsEye.target |
| car | Qualitative data : Car Evaluation |
| clusterAlgo | Create an instance of the ['ClusterAlgo'] class |
| ClusterAlgo-class | ['ClusterAlgo'] class for Cluster algorithms. |
| clusterAlgoPredict | Create an instance of the ['ClusterAlgoPredict'] class |
| ClusterAlgoPredict-class | ['ClusterAlgoPredict'] class for predict algorithm. |
| clusterCategorical | Create an instance of the ['ClusterCategorical'] class |
| ClusterCategorical-class | Definition of the ['ClusterCategorical'] class |
| ClusterCategoricalComponent-class | Definition of the ['ClusterCategoricalComponent'] class |
| clusterCategoricalNames | Create a vector of Categorical mixture model names. |
| clusterDiagGaussian | Create an instance of the ['ClusterDiagGaussian'] class |
| ClusterDiagGaussian-class | Definition of the ['ClusterDiagGaussian'] class |
| ClusterDiagGaussianComponent-class | Definition of the ['ClusterDiagGaussianComponent'] class |
| clusterDiagGaussianNames | Create a vector of diagonal Gaussian mixture model names. |
| clusterGamma | Create an instance of the ['ClusterGamma'] class |
| ClusterGamma-class | Definition of the ['ClusterGamma'] class |
| ClusterGammaComponent-class | Definition of the ['ClusterGammaComponent'] class |
| clusterGammaNames | Create a vector of gamma mixture model names. |
| clusterInit | Create an instance of ['ClusterInit'] class |
| ClusterInit-class | Constructor of the ['ClusterInit'] class |
| clusterMixedData | Create an instance of the ['ClusterMixedDataModel'] class |
| ClusterMixedDataModel-class | Definition of the ['ClusterMixedDataModel'] class |
| ClusterModels-class | Interface base Class ['IClusterModel'] for Cluster models. |
| clusterPoisson | Create an instance of the ['ClusterPoisson'] class |
| ClusterPoisson-class | Definition of the ['ClusterPoisson'] class |
| clusterPoissonNames | Create a vector of Poisson mixture model names. |
| clusterPredict | Create an instance of ['ClusterPredict'] class |
| ClusterPredict-class | Class ['ClusterPredict'] for predicting |
| ClusterPredictMixedData-class | Class ['ClusterPredictMixedData'] for predicting |
| clusterStrategy | A strategy is a multistage empirical process for finding a... |
| ClusterStrategy-class | Constructor of ['ClusterStrategy'] class |
| DebTrivedi | Counting Data: DebTrivedi |
| extract-methods | Extract parts of a MixAll S4 class |
| geyser | Quantitative data: Old Faithful Geyser |
| HeartDisease | Mixed data : Cleveland Heart Disease Data |
| IClusterComponent-class | Definition of the ['IClusterComponent'] class |
| IClusterPredict-class | Interface class ['IClusterPredict'] for predicting |
| initialize-methods | Initialize an instance of a MixAll S4 class. |
| kmm | Create an instance of the ['KmmModel'] class |
| KmmComponent-class | Definition of the ['KmmComponent'] class |
| kmmMixedData | Create an instance of the ['KmmMixedDataModel'] class |
| KmmMixedDataModel-class | Definition of the ['KmmMixedDataModel'] class |
| KmmModel-class | Definition of the ['KmmModel'] class |
| kmmNames | Create a vector of Kernel mixture model (KMM) names. |
| kmmStrategy | Create an instance of ['ClusterStrategy'] class |
| learnAlgo | Create an instance of the ['LearnAlgo'] class |
| LearnAlgo-class | ['LearnAlgo'] class for Cluster algorithms. |
| learners | Create an instance of a learn mixture model |
| learnMixedData | This function learn the optimal mixture model when the class... |
| missingValues-methods | Return the missing values of a component or a cluster class. |
| MixAll-package | MixAll Allows to estimate parametric mixture models with... |
| plot-ClusterCategorical-method | Plotting of a class ['ClusterCategorical'] |
| plot-ClusterDiagGaussian-method | Plotting of a class ['ClusterDiagGaussian'] |
| plot-ClusterGamma-method | Plotting of a class ['ClusterGamma'] |
| plot-ClusterMixedDataModel-method | Plotting of a class ['ClusterMixedDataModel'] |
| plot-ClusterPoisson-method | Plotting of a class ['ClusterPoisson'] |
| plot-KmmComponent-method | Plotting of a class ['KmmComponent'] |
| plot-KmmMixedDataModel-method | Plotting of a class ['KmmMixedDataModel'] |
| plot-KmmModel-method | Plotting of a class ['KmmModel'] |
| print-methods | Print a MixAll S4 class to standard output. |
| show-methods | Show description of a MixAll S4 class to standard output. |
| summary-methods | Produce summary of a MixAll S4 class. |
