Variational Mixture Models for Clustering Categorical Data
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Documentation for package ‘VICatMix’ version 1.0
Help Pages
| generateSampleDataBin | generateSampleDataBin |
| generateSampleDataCat | generateSampleDataCat |
| minVI | Minimize the posterior expected Variation of Information |
| runVICatMix | runVICatMix |
| runVICatMixAvg | runVICatMixAvg |
| runVICatMixVarSel | runVICatMixVarSel |
| runVICatMixVarSelAvg | runVICatMixVarSelAvg |
| VI.lb | Compute the modified Variation of Information from swapping log and expectation. |