KMeans
            
            
            
            Definition
Namespace: Extreme.Statistics.Multivariate
Assembly: Extreme.Numerics (in Extreme.Numerics.dll) Version: 8.1.23
Assembly: Extreme.Numerics (in Extreme.Numerics.dll) Version: 8.1.23
Overload List
| KMeans | Constructs a new KMeansClusterAnalysis. | 
| KMeans | Constructs a new KMeansClusterAnalysis. | 
| KMeans | Constructs a new KMeansClusterAnalysis. | 
| KMeans | Constructs a new KMeansClusterAnalysis. | 
| KMeans | Constructs a new KMeansClusterAnalysis. | 
KMeansClusterAnalysis(IDataFrame, Int32)
            Constructs a new KMeansClusterAnalysis.
            
public KMeansClusterAnalysis(
	IDataFrame dataFrame,
	int numberOfClusters
)Parameters
- dataFrame IDataFrame
- A data frame containing the data for the analysis.
- numberOfClusters Int32
- The number of clusters.
Exceptions
| ArgumentNullException | dataFrame is null. | 
KMeansClusterAnalysis(IEnumerable<Vector<Double>>, Int32)
            Constructs a new KMeansClusterAnalysis.
            
public KMeansClusterAnalysis(
	IEnumerable<Vector<double>> variables,
	int numberOfClusters
)Parameters
Exceptions
| ArgumentNullException | variables is null. | 
KMeansClusterAnalysis(Matrix<Double>, Int32)
            Constructs a new KMeansClusterAnalysis.
            
public KMeansClusterAnalysis(
	Matrix<double> data,
	int numberOfClusters
)Parameters
Exceptions
| ArgumentNullException | data is null. | 
KMeansClusterAnalysis(IDataFrame, String, Int32)
            Constructs a new KMeansClusterAnalysis.
            
public KMeansClusterAnalysis(
	IDataFrame dataFrame,
	string formula,
	int numberOfClusters
)Parameters
- dataFrame IDataFrame
- A data frame containing the data for the analysis.
- formula String
- A formula that specifies the features in the model.
- numberOfClusters Int32
- The number of clusters.
Exceptions
| ArgumentNullException | dataFrame is null. -or- formula is null. | 
| FormatException | The formula is not in the correct format. | 
KMeansClusterAnalysis(IDataFrame, String[], Int32)
            Constructs a new KMeansClusterAnalysis.
            
public KMeansClusterAnalysis(
	IDataFrame dataFrame,
	string[] variableNames,
	int numberOfClusters
)Parameters
- dataFrame IDataFrame
- A data frame containing the data for the analysis.
- variableNames String[]
- An array containing the names of the variables.
- numberOfClusters Int32
- The number of clusters.
Exceptions
| ArgumentNullException | dataFrame is null. -or- variableNames is null. |