Man pages for HDclust
Clustering High Dimensional Data with Hidden Markov Model on Variable Blocks
| clustControl | Parameters for MBM clustering algorithm. |
| clustModes | Hierarchical clustering of density modes |
| getBdim | Accessor for 'bdim' slot |
| getBIC | Accessor for 'BIC' slot. |
| getClsid | Accessor for 'clsid' slot. |
| getClustParam | Accessor for 'clustParam' slot. |
| getDiagCov | Accessor for 'diagCov' slot. |
| getDim | Accessor for 'dim' slot |
| getHmmChain | Accessor for 'HmmChain' slot. |
| getHmmParam | Accessor for parameters of HMM |
| getLoglikehd | Accessor for 'Loglikehd' slot. |
| getNb | Accessor for 'nb' slot |
| getNumst | Accessor for 'numst' slot |
| getOptHMMVB | Accessor for 'optHMMVB' slot. |
| getPrenumst | Accessor for 'prenumst' slot |
| getSize | Accessor for 'size' slot. |
| getVarorder | Accessor for 'varorder' slot |
| getVb | Accessor for 'VbStructure' slot. |
| HDclust-package | Clustering high dimensional data with Hidden Markov Model on... |
| hmm | Make an instance of "HMM" class. |
| HMM-class | Class "HMM" to represent parameters associated with a... |
| hmmvbBIC | BIC for HMM-VB |
| HMMVBBIC-class | Class "HMMVBBIC" to represent results of HMM-VB model... |
| HMMVB-class | Class "HMMVB" to represent a Hidden Markov Model on Variable... |
| hmmvbClust | Cluster data with HMM-VB |
| HMMVBclust-class | Class "HMMVBclust" to represent clustering results with... |
| hmmvbFindModes | Find density modes with HMM-VB |
| hmmvbTrain | Train HMM-VB |
| mkhmmvb | Make an instance of "HMMVB" class. |
| sim2 | Synthetic dataset used in section 5.1.2 of the reference... |
| sim3 | Synthetic dataset used in section 5.1.3 of the reference... |
| trainControl | Parameters for HMM-VB training. |
| vb | Make an instance of class "VB" |
| VB-class | Class "VB" to represent a variable block structure. |
| vbSearchControl | Parameters for variable block structure search. |
