Class KMeansCluster

Represents a vector cluster for the K-Means Clustering Algorithm.

Inheritance
System.Object
KMeansCluster
Namespace: Paramdigma.Core.Optimization
Assembly: Paramdigma.Core.dll
Syntax
public class KMeansCluster : IList<VectorNd>

Properties

| Improve this Doc View Source

Count

Gets the amount of clusters.

Declaration
public int Count { get; }
Property Value
Type Description
System.Int32
| Improve this Doc View Source

IsReadOnly

Gets a value indicating whether the cluster is readOnly.

Declaration
public bool IsReadOnly { get; }
Property Value
Type Description
System.Boolean
| Improve this Doc View Source

Item[Int32]

Gets or sets the vector at the given index.

Declaration
public VectorNd this[int index] { get; set; }
Parameters
Type Name Description
System.Int32 index

Index of the desired object.
Property Value
Type Description
VectorNd

Methods

| Improve this Doc View Source

Add(VectorNd)

Add a new vector to the cluster.

Declaration
public void Add(VectorNd item)
Parameters
Type Name Description
VectorNd item

Vector to add.
| Improve this Doc View Source

Average()

Computes the average of this cluster.

Declaration
public VectorNd Average()
Returns
Type Description
VectorNd

Average vector of the current cluster.
| Improve this Doc View Source

Clear()

Declaration
public void Clear()
| Improve this Doc View Source

Contains(VectorNd)

Declaration
public bool Contains(VectorNd item)
Parameters
Type Name Description
VectorNd item
Returns
Type Description
System.Boolean
| Improve this Doc View Source

CopyTo(VectorNd[], Int32)

Declaration
public void CopyTo(VectorNd[] array, int arrayIndex)
Parameters
Type Name Description
VectorNd[] array
System.Int32 arrayIndex
| Improve this Doc View Source

GetEnumerator()

Declaration
public IEnumerator<VectorNd> GetEnumerator()
Returns
Type Description
IEnumerator<VectorNd>
| Improve this Doc View Source

IndexOf(VectorNd)

Declaration
public int IndexOf(VectorNd item)
Parameters
Type Name Description
VectorNd item
Returns
Type Description
System.Int32
| Improve this Doc View Source

Insert(Int32, VectorNd)

Declaration
public void Insert(int index, VectorNd item)
Parameters
Type Name Description
System.Int32 index
VectorNd item
| Improve this Doc View Source

Remove(VectorNd)

Declaration
public bool Remove(VectorNd item)
Parameters
Type Name Description
VectorNd item
Returns
Type Description
System.Boolean
| Improve this Doc View Source

RemoveAt(Int32)

Declaration
public void RemoveAt(int index)
Parameters
Type Name Description
System.Int32 index
| Improve this Doc View Source

ToString()

Declaration
public override string ToString()
Returns
Type Description
System.String