Mixmod
General software features
- Supervised Classification
- Unsupervised Classification
for quantitive and qualitative data.
To address issues of data classification, Mixmod uses mixture models, powerful and flexible tool.
Among the many features and tools available in Mixmod:
- Processing quantitative data (with Gaussian mixture models) or qualititative (with Multinomial mixture models)
- Parsimonious mixture models
- Specific models for the treatment of high-dimensional data (individuals characterized by a large number of features)
- EM, CEM, SEM Algorithms
- Many strategies initialization
- Criteria for selection of models and the number of classes suited to different purposes