hex

Class ModelMetricsRegression

java.lang.Object

water.Iced<T>

water.Keyed<ModelMetrics>

hex.ModelMetrics

hex.ModelMetricsSupervised

hex.ModelMetricsRegression

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, Freezable<ModelMetrics>

Direct Known Subclasses:

ModelMetricsRegressionGLM

public class ModelMetricsRegression
extends ModelMetricsSupervised

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelMetricsRegression.MetricBuilderRegression

Nested classes/interfaces inherited from class hex.ModelMetricsSupervised

ModelMetricsSupervised.MetricBuilderSupervised<T extends ModelMetricsSupervised.MetricBuilderSupervised<T>>

Nested classes/interfaces inherited from class hex.ModelMetrics

ModelMetrics.MetricBuilder<T extends ModelMetrics.MetricBuilder<T>>

Nested classes/interfaces inherited from class water.Keyed

Keyed.BinarySerializer<X extends Keyed>

Field Summary

Fields inherited from class hex.ModelMetricsSupervised

_domain, _sigma

Fields inherited from class hex.ModelMetrics

_description, _MSE, _scoring_time

Fields inherited from class water.Keyed

_key, EMPTY_KEY_LIST

Constructor Summary

Constructors

Constructor and Description
ModelMetricsRegression(Model model, Frame frame, double mse, double sigma)

Method Summary

Methods

Modifier and Type	Method and Description
static ModelMetricsRegression	getFromDKV(Model model, Frame frame)

Methods inherited from class hex.ModelMetricsSupervised

r2

Methods inherited from class hex.ModelMetrics

auc, buildKey, calcVarImp, calcVarImp, calcVarImp, calcVarImp, checksum_impl, cm, frame, hr, isForFrame, isForModel, model, mse

Methods inherited from class water.Keyed

checksum, getBinarySerializer, getPublishedKeys, remove_impl, remove, remove, remove, remove

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

Constructor Detail

ModelMetricsRegression

public ModelMetricsRegression(Model model,
                      Frame frame,
                      double mse,
                      double sigma)

Method Detail

getFromDKV

public static ModelMetricsRegression getFromDKV(Model model,
                                Frame frame)