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

Nested Class Summary

Nested classes/interfaces inherited from class water.api.Schema

water.api.Schema.Meta

Field Summary

Fields

Modifier and Type	Field and Description
double	avg_between_ss
double	avg_ss
double	avg_within_ss
int	categorical_column_count
water.api.TwoDimTableV1	centers
double	iterations
long[]	size
double[]	within_mse

Fields inherited from class water.api.ModelOutputSchema

domains, help, model_category, names

Fields inherited from class water.api.Schema

__meta, _impl_class, _version_pattern

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, getHighestSupportedVersion, getImplClass, getImplClass, getLatestVersion, getSchemaVersion, markdown, markdown, markdown, markdown, newInstance, register, registerAllSchemasIfNecessary, schema, schema, schema, schema, schema, schemaClass, schemaClass, schemaClass, schemaClass, schemas

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, 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

centers

@API(help="Cluster Centers[k][features]")
public water.api.TwoDimTableV1 centers

size

@API(help="Cluster Size[k]")
public long[] size

within_mse

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

avg_within_ss

@API(help="Average within cluster Mean Square Error")
public double avg_within_ss

avg_ss

@API(help="Average Mean Square Error to grand mean")
public double avg_ss

avg_between_ss

@API(help="Average between cluster Mean Square Error")
public double avg_between_ss

iterations

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

categorical_column_count

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

Constructor Detail

KMeansModelV2.KMeansModelOutputV2

public KMeansModelV2.KMeansModelOutputV2()