hex

Class ModelMetricsRegressionGLM

java.lang.Object

water.Iced<T>

water.Keyed<ModelMetrics>

hex.ModelMetrics

hex.ModelMetricsSupervised

hex.ModelMetricsRegression

hex.ModelMetricsRegressionGLM

All Implemented Interfaces:

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

public class ModelMetricsRegressionGLM
extends ModelMetricsRegression

Created by tomasnykodym on 4/20/15.

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class hex.ModelMetricsRegression

ModelMetricsRegression.MetricBuilderRegression<T extends ModelMetricsRegression.MetricBuilderRegression<T>>

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>>

Field Summary

Fields

Modifier and Type	Field and Description
double	_AIC
long	_nullDegressOfFreedom
double	_nullDev
double	_resDev
long	_residualDegressOfFreedom

Fields inherited from class hex.ModelMetricsRegression

_mean_residual_deviance

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

Constructor Summary

Constructors

Constructor and Description
ModelMetricsRegressionGLM(Model model, Frame frame, double mse, double sigma, double resDev, double meanResDev, double nullDev, double aic, long nDof, long rDof)

Method Summary

Methods

Modifier and Type	Method and Description
long	residualDegreesOfFreedom()
java.lang.String	toString()

Methods inherited from class hex.ModelMetricsRegression

getFromDKV

Methods inherited from class hex.ModelMetricsSupervised

r2

Methods inherited from class hex.ModelMetrics

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

Methods inherited from class water.Keyed

checksum, makeSchema, readAll_impl, readAll, remove_impl, remove, remove, remove, remove, writeAll_impl, writeAll

Methods inherited from class water.Iced

clone, copyOver, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

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

Field Detail

_nullDegressOfFreedom

public final long _nullDegressOfFreedom

_residualDegressOfFreedom

public final long _residualDegressOfFreedom

_resDev

public final double _resDev

_nullDev

public final double _nullDev

_AIC

public final double _AIC

Constructor Detail

ModelMetricsRegressionGLM

public ModelMetricsRegressionGLM(Model model,
                         Frame frame,
                         double mse,
                         double sigma,
                         double resDev,
                         double meanResDev,
                         double nullDev,
                         double aic,
                         long nDof,
                         long rDof)

Method Detail

residualDegreesOfFreedom

public long residualDegreesOfFreedom()

Overrides:

residualDegreesOfFreedom in class ModelMetrics

toString

public java.lang.String toString()

Overrides:

toString in class ModelMetricsRegression