IDmKmodesClusterAnalysis

Assembly: Ms;

Description

The IDmKmodesClusterAnalysis interface is used for data clustering using the K-Modes Clustering method.

Inheritance Hierarchy

          IDmMethodDetails

          IDmAttributesDetails

          IDmClusteringDetails

          IDmKmodesClusterAnalysis

Comments

Source data is divided into few categories (up to 10) in a way of minimizing distance between groups. The method works on categorial values.

Properties inherited from IDmClusteringDetails

  Property name Brief description
CategoriesCount The CategoriesCount property determines the number of clusters, into which source data will be divided.

Properties inherited from IDmAttributesDetails

  Property name Brief description
Attributes The Attributes property determines indexes of fields of the data source containing analysis factors.

Properties inherited from IDmMethodDetails

  Brief description
CrossValidation The CrossValidation property returns cross-validation settings.
DisplayName The DisplayName property returns method name.
InputDataSource The InputDataSource property determines a input data source.
StatMethod The StatMethod property returns parameters of a statistical method used in analysis.

See also:

Ms Assembly Interfaces | Logistic Regression | Pattern Substitution