A B C D E F G I J K L M N O P R S T V X

C

calculateCentroid(List<Vector<Double>>) - Method in class net.sf.jdmf.util.MathCalculator

Calculates the centroid of all given points in a nD space (assumes that all points have n coordinates).

calculateDistance(Vector<Double>, Vector<Double>) - Method in class net.sf.jdmf.util.MathCalculator

Calculates the distance between two points in a nD space (assumes that n = firstPoint.size() = secondPoint.size()).

calculateMean(Comparable[]) - Method in class net.sf.jdmf.util.MathCalculator

Calculates the mean of all attribute values.

calculateNormalDistribution(Comparable[], Double) - Method in class net.sf.jdmf.util.MathCalculator

Calculates the normal distribution for the attribute value of the instance being classified.

calculateStandardDeviation(Comparable[], Double) - Method in class net.sf.jdmf.util.MathCalculator

Calculates the standard deviation of all attribute values.

ChartGenerator - Class in net.sf.jdmf.visualization.clustering

Generates various charts using JFreeChart based on the output data.

ChartGenerator() - Constructor for class net.sf.jdmf.visualization.clustering.ChartGenerator

checkAttributeValue(Comparable) - Method in class net.sf.jdmf.data.input.attribute.incidence.AttributeValueIncidence

Checks if the current attribute value is equal to this attribute value and increases its incidence, if appropriate.

chooseInitialCentroids(List<Vector<Double>>, Integer) - Method in class net.sf.jdmf.algorithms.clustering.centroid.impl.FirstRandomOthersDistantChoiceStrategy

chooseInitialCentroids(List<Vector<Double>>, Integer) - Method in interface net.sf.jdmf.algorithms.clustering.centroid.InitialCentroidChoiceStrategy

Chooses initial centroids based on all points and the predicted number of clusters.

Cluster - Class in net.sf.jdmf.data.output.clustering

Defines a cluster (currently a group of points relatively close to the centroid; generally - a group of instances being similar to each other in a way, but different from other instances; this cluster definition has also a name and information about the percentage of all points falling into this cluster).

Cluster() - Constructor for class net.sf.jdmf.data.output.clustering.Cluster

ClusteringDataMiningModel - Class in net.sf.jdmf.data.output.clustering

Defines a data mining model specific to clustering algorithms.

ClusteringDataMiningModel() - Constructor for class net.sf.jdmf.data.output.clustering.ClusteringDataMiningModel

ClusteringInputData - Class in net.sf.jdmf.data.input.clustering

Input data with additional information required for clustering.

ClusteringInputData() - Constructor for class net.sf.jdmf.data.input.clustering.ClusteringInputData

compare(AttributeValueIncidence, AttributeValueIncidence) - Method in class net.sf.jdmf.data.input.attribute.incidence.AttributeValueIncidenceComparator

compare(AttributeValueProbability, AttributeValueProbability) - Method in class net.sf.jdmf.data.input.attribute.probability.AttributeValueProbabilityComparator

compare(Attribute, Attribute) - Method in class net.sf.jdmf.data.input.comparators.AttributeNameComparator

compareTo(AttributeValuePair) - Method in class net.sf.jdmf.data.input.attribute.AttributeValuePair

compareTo(Instance) - Method in class net.sf.jdmf.data.input.attribute.Instance

Compares an instance to this instance using the attribute values.

compareTo(RuleInfo) - Method in class net.sf.jdmf.data.output.RuleInfo

Compares two rule infos using their accuracy and coverage.

containsAttribute(String) - Method in class net.sf.jdmf.data.input.attribute.Instance

convertToAttributes(List<Cluster>, List<String>) - Method in class net.sf.jdmf.data.input.attribute.AttributeConverter

Converts clusters to attributes using the given name order.

convertToInstances(List<Attribute>) - Method in class net.sf.jdmf.data.input.attribute.AttributeConverter

Converts attributes to instances.

convertToPoints(List<Attribute>) - Method in class net.sf.jdmf.data.input.attribute.AttributeConverter

Converts attributes to points in a nD space (n = attributes.size()).

convertToValuePairs(Attribute, Attribute) - Method in class net.sf.jdmf.data.input.attribute.AttributeConverter

Converts two attributes to value pairs.