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A filter that uses a density-based clusterer to generate cluster membership values; filtered instances are composed of these values plus the class attribute (if set in the input data). If a (nominal) class attribute is set, the clusterer is run separately for each class. The class attribute (if set) and any user-specified attributes are ignored during the clustering operation


The table below describes the options available for ClusterMembership.

Option Description
densityBasedClusterer The clusterer that will generate membership values for the instances.
ignoredAttributeIndices The range of attributes to be ignored by the clusterer. eg: first-3,5,9-last


The table below describes the capabilites of ClusterMembership.

Capability Supported
Class No class
Attributes Empty nominal attributes, Nominal attributes, Missing values, Unary attributes, Binary attributes, Numeric attributes
Min # of instances 0

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