hex.schemas

Class KMeansModelV2.KMeansModelOutputV2

java.lang.Object

water.Iced

water.api.Schema<O,S>

water.api.ModelOutputSchema<KMeansModel.KMeansOutput,KMeansModelV2.KMeansModelOutputV2>

hex.schemas.KMeansModelV2.KMeansModelOutputV2

All Implemented Interfaces:

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

Enclosing class:

KMeansModelV2

public static final class KMeansModelV2.KMeansModelOutputV2
extends water.api.ModelOutputSchema<KMeansModel.KMeansOutput,KMeansModelV2.KMeansModelOutputV2>

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
double[][]	clusters
double	iters
double	mse
double[]	mses
int	ncats
long[]	rows

Fields inherited from class water.api.ModelOutputSchema

domains, names

Fields inherited from class water.api.Schema

_version_pattern, schema_name, schema_type, schema_version

Constructor Summary

Constructors

Constructor and Description
KMeansModelV2.KMeansModelOutputV2()

Method Summary

Methods inherited from class water.api.ModelOutputSchema

fillFromImpl

Methods inherited from class water.api.Schema

acceptsFrame, createAndFillImpl, createImpl, extractVersion, fillFromParms, fillImpl, getImplClass, getImplClass, markdown, markdown, register

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

clusters

@API(help="Clusters[K][features]")
public double[][] clusters

rows

@API(help="Rows[K]")
public long[] rows

mses

@API(help="Mean Square Error per cluster")
public double[] mses

mse

@API(help="Mean Square Error")
public double mse

iters

@API(help="Iterations executed")
public double iters

ncats

@API(help="Number of categorical columns trained on")
public int ncats

Constructor Detail

KMeansModelV2.KMeansModelOutputV2

public KMeansModelV2.KMeansModelOutputV2()