hex.kmeans

Class KMeansModel.KMeansOutput

java.lang.Object

water.Iced

hex.Model.Output

hex.kmeans.KMeansModel.KMeansOutput

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable

Enclosing class:

KMeansModel

public static class KMeansModel.KMeansOutput
extends hex.Model.Output

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
double[][]	_clusters
int	_iters
double	_mse
double[]	_mses
int	_ncats
long[]	_rows

Fields inherited from class hex.Model.Output

_domains, _model_metrics, _names, _state

Constructor Summary

Constructors

Constructor and Description
KMeansModel.KMeansOutput(KMeans b)

Method Summary

Methods

Modifier and Type	Method and Description
hex.Model.ModelCategory	getModelCategory()
int	nfeatures() Override because base class implements ncols-1 for features with the last column as a response variable; for KMeans all the columns are features.

Methods inherited from class hex.Model.Output

addModelMetrics, allNames, checksum, classNames, isClassifier, nclasses, responseName

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, write_impl, write, writeExternal, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

_ncats

public int _ncats

_iters

public int _iters

_clusters

public double[][] _clusters

_rows

public long[] _rows

_mses

public double[] _mses

_mse

public double _mse

Constructor Detail

KMeansModel.KMeansOutput

public KMeansModel.KMeansOutput(KMeans b)

Method Detail

nfeatures

public int nfeatures()

Override because base class implements ncols-1 for features with the last column as a response variable; for KMeans all the columns are features.

Overrides:

nfeatures in class hex.Model.Output

getModelCategory

public hex.Model.ModelCategory getModelCategory()

Overrides:

getModelCategory in class hex.Model.Output