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As for the predictive analysis tools, actions in this category allow the automated selection of variables. Most actions have the following structure. As the entire matrix will be sent to the R engine, it is a good idea to make a preselection of the relevant variables if you have many thousands of dimensions.

 

This section contains the following sub-sections:

 

5.12.1. PCA (R action)

5.12.2. Hierarchical Clustering (R action)

5.12.3. K-Means Clustering (R action)

5.12.4. K-Medoids Clustering (R action)

5.12.5. Model Clustering (R action)

5.12.6. Latent Class Analysis Clustering (R action)

5.12.7. DBSCAN Clustering (R action)

5.12.8. Bayesian Network (R action)