Package org.carrot2.output.metrics

Cluster quality metrics calculation utilities.

See: Description

Interface Summary

Interface	Description
IClusteringMetric	A clustering quality metric.

Class Summary

Class	Description
ClusteringMetricsCalculator	Calculates a set of quality metrics for clusters.
ClusteringMetricsCalculatorDescriptor	Metadata and attributes of the ClusteringMetricsCalculator component.
ClusteringMetricsCalculatorDescriptor.AttributeBuilder	Attribute map builder for the ClusteringMetricsCalculator component.
ClusteringMetricsCalculatorDescriptor.Attributes	All attributes of the ClusteringMetricsCalculator component.
ClusteringMetricsCalculatorDescriptor.Keys	Constants for all attribute keys of the ClusteringMetricsCalculator component.
ContaminationMetric	Computes cluster contamination.
ContaminationMetricDescriptor	Metadata and attributes of the ContaminationMetric component.
ContaminationMetricDescriptor.AttributeBuilder	Attribute map builder for the ContaminationMetric component.
ContaminationMetricDescriptor.Attributes	All attributes of the ContaminationMetric component.
ContaminationMetricDescriptor.Keys	Constants for all attribute keys of the ContaminationMetric component.
IdealPartitioningBasedMetric	A base class for metrics based on some reference partitioning.
IdealPartitioningBasedMetricDescriptor	Metadata and attributes of the IdealPartitioningBasedMetric component.
IdealPartitioningBasedMetricDescriptor.AttributeBuilder	Attribute map builder for the IdealPartitioningBasedMetric component.
IdealPartitioningBasedMetricDescriptor.Attributes	All attributes of the IdealPartitioningBasedMetric component.
IdealPartitioningBasedMetricDescriptor.Keys	Constants for all attribute keys of the IdealPartitioningBasedMetric component.
NormalizedMutualInformationMetric	Computes Normalized Mutual Information (NMI) metric for the cluster set.
NormalizedMutualInformationMetricDescriptor	Metadata and attributes of the NormalizedMutualInformationMetric component.
NormalizedMutualInformationMetricDescriptor.AttributeBuilder	Attribute map builder for the NormalizedMutualInformationMetric component.
NormalizedMutualInformationMetricDescriptor.Attributes	All attributes of the NormalizedMutualInformationMetric component.
NormalizedMutualInformationMetricDescriptor.Keys	Constants for all attribute keys of the NormalizedMutualInformationMetric component.
PrecisionRecallMetric	Computes precision, recall and F-metric for all partitions against the provided clusters.
PrecisionRecallMetricDescriptor	Metadata and attributes of the PrecisionRecallMetric component.
PrecisionRecallMetricDescriptor.AttributeBuilder	Attribute map builder for the PrecisionRecallMetric component.
PrecisionRecallMetricDescriptor.Attributes	All attributes of the PrecisionRecallMetric component.
PrecisionRecallMetricDescriptor.Keys	Constants for all attribute keys of the PrecisionRecallMetric component.

Package org.carrot2.output.metrics Description

Cluster quality metrics calculation utilities.