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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
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