A C D F G J M P R S T

A

add(DataPoint) - Method in class jminhep.cluster.DataHolder
Add a DataPoint to the data holder
add(double[]) - Method in class jminhep.cluster.DataHolder
Add a new instance to data holder in form of array
analyseSet() - Method in class jminhep.cluster.DataHolder
Analyse the data holder by calculating min and max.
assignToCluster(int) - Method in class jminhep.cluster.DataPoint
Assigns the data point to a cluster

C

clear() - Method in class jminhep.cluster.DataHolder
Clear current data holder

D

DataHolder - Class in jminhep.cluster
Represents an abstraction for a data holder in many dimensional space.
DataHolder() - Constructor for class jminhep.cluster.DataHolder
Creates a new empty instance of data holder
DataHolder(int) - Constructor for class jminhep.cluster.DataHolder
Creates a new empty instance of data point
DataHolder(String) - Constructor for class jminhep.cluster.DataHolder
Creates a new empty instance of data point
DataHolder(DataPoint, DataPoint, int, int) - Constructor for class jminhep.cluster.DataHolder
Creates data holder with random number Input:
DataPoint - Class in jminhep.cluster
Represents an abstraction for a data point in many-dimensional space
DataPoint(double[], int) - Constructor for class jminhep.cluster.DataPoint
Creates a new instance of a data point
DataPoint(double[]) - Constructor for class jminhep.cluster.DataPoint
Creates a new instance of a data point
distance(DataPoint, DataPoint) - Static method in class jminhep.cluster.DataPoint
Returns the distance between two data points
distanceSqrt(DataPoint, DataPoint) - Static method in class jminhep.cluster.DataPoint
Returns the squared distance between two data points

F

fillRandom(DataPoint, DataPoint, int, int) - Method in class jminhep.cluster.DataHolder
Fill an existing data holder with random numbers

G

getArray() - Method in class jminhep.cluster.DataHolder
Get the data in form of Array
getArrayList() - Method in class jminhep.cluster.DataHolder
Get all elements of the data holder in form of an ArrayList
getAttribute(int) - Method in class jminhep.cluster.DataPoint
Returns the attribute of data point
getCenters() - Method in class jminhep.cluster.Partition
Get cluster centers
getClusterNumber() - Method in class jminhep.cluster.DataPoint
Returns the cluster to which the data point belongs
getCompactness() - Method in class jminhep.cluster.Partition
Get compactness of the cluster configurations
getDimension() - Method in class jminhep.cluster.DataPoint
Get dimension of the point
getDimention() - Method in class jminhep.cluster.DataHolder
Get the dimension of the data
getElement(int) - Method in class jminhep.cluster.DataHolder
Get array of elements at position n of the data holder
getMax() - Method in class jminhep.cluster.DataHolder
Get Max values of the data
getMin() - Method in class jminhep.cluster.DataHolder
Get Min values of the data holder
getName(int) - Method in class jminhep.cluster.DataHolder
Get name of the i-th attribute
getName() - Method in class jminhep.cluster.Partition
Get name for this clustering
getNclusters() - Method in class jminhep.cluster.Partition
get number of reconstructed clusters
getPoints() - Method in class jminhep.cluster.Partition
Get number of points accosiated with clusters
getRaw(int) - Method in class jminhep.cluster.DataHolder
Get DataPoint at the position n
getRelation() - Method in class jminhep.cluster.DataHolder
Get name of the data holder (i.e.
getSeeds() - Method in class jminhep.cluster.Partition
Get seeds
getSize() - Method in class jminhep.cluster.DataHolder
Get size of the data holder

J

jminhep.cluster - package jminhep.cluster
 

M

main(String[]) - Static method in class jminhep.cluster.DataHolder
Main method -- to test the DataPoint class
main(String[]) - Static method in class jminhep.cluster.DataPoint
Main method -- to test the DataPoint class

P

Partition - Class in jminhep.cluster
Interface class to all clustering algorithms.
Partition(DataHolder) - Constructor for class jminhep.cluster.Partition
 
print() - Method in class jminhep.cluster.DataHolder
Print all entries of the data holder

R

read(String) - Method in class jminhep.cluster.DataHolder
Reads the input data from the ARFF file and stores in the data holder
run(int) - Method in class jminhep.cluster.Partition
Main method to run cluster algorithm

S

set(int, double, double, int) - Method in class jminhep.cluster.Partition
Set parameters for clustering
setDimention(int) - Method in class jminhep.cluster.DataHolder
Set the dimension of the data
setProbab(double) - Method in class jminhep.cluster.Partition
Set probability for cluster accosiation
setRelation(String) - Method in class jminhep.cluster.DataHolder
Set relation (name) of the data holder
showAttributes() - Method in class jminhep.cluster.DataPoint
Print all attributes of a data point

T

toString() - Method in class jminhep.cluster.DataPoint
Returns a string representation of this DataPoint

A C D F G J M P R S T