hex

Class ModelMetricsHGLM

java.lang.Object

water.Iced<T>

water.Keyed<ModelMetrics>

hex.ModelMetrics

hex.ModelMetricsSupervised

hex.ModelMetricsHGLM

All Implemented Interfaces:

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

Direct Known Subclasses:

ModelMetricsHGLMGaussianGaussian, ModelMetricsHGLMGeneric

public class ModelMetricsHGLM
extends ModelMetricsSupervised

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelMetricsHGLM.MetricBuilderHGLM<T extends ModelMetricsHGLM.MetricBuilderHGLM<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
long	_bad
double	_caic
boolean	_converge
double	_convergence
double	_dfrefe
double[]	_fixef
double	_hlik
int	_iterations
double	_pbvh
double	_pvh
int[]	_randc
double[]	_ranef
double[]	_sefe
double[]	_sere
double	_sumetadiffsquare
double[]	_summvc1
double[][]	_summvc2
double	_varfix
double[]	_varranef

Fields inherited from class hex.ModelMetricsSupervised

_domain, _sigma

Fields inherited from class hex.ModelMetrics

_custom_metric, _description, _MSE, _nobs, _scoring_time

Fields inherited from class water.Keyed

_key

Constructor Summary

Constructors

Constructor and Description

ModelMetricsHGLM(Model model, Frame frame, long nobs, double mse, java.lang.String[] domain, double sigma, CustomMetric customMetric, double[] sefe, double[] sere, double varfix, double[] varranef, boolean converge, double dfrefe, double[] summvc1, double[][] summvc2, double hlik, double pvh, double pbvh, double cAIC, long bad, double sumEtaDiffSq, double convergence, int[] randC, double[] fixef, double[] ranef, int iter)

Method Summary

Modifier and Type	Method and Description
static ModelMetricsHGLM	getFromDKV(Model model, Frame frame)
java.lang.String	toString()

Methods inherited from class hex.ModelMetricsSupervised

r2

Methods inherited from class hex.ModelMetrics

appendToStringMetrics, auc_obj, buildKey, buildKey, calcVarImp, calcVarImp, calcVarImp, calcVarImp, checksum_impl, cm, custom_increasing, custom, deepCloneWithDifferentModelAndFrame, defaultModelMetrics, frame, getAllowedMetrics, getMetricFromModel, getMetricFromModelMetric, hr, isForFrame, isForModel, model, mse, residual_degrees_of_freedom, rmse, setModelKey, sortModelsByMetric, sortModelsByMetric, withDescription, withModelAndFrame

Methods inherited from class water.Keyed

checksum_impl, checksum, checksum, getKey, makeSchema, readAll_impl, readAll, remove_impl, remove_impl, remove_self_key_impl, remove, remove, remove, remove, remove, remove, removeQuietly, writeAll_impl, writeAll

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonBytes, toJsonString, write, writeExternal, writeJSON

Methods inherited from class java.lang.Object

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

Field Detail

_sefe

public final double[] _sefe

_sere

public final double[] _sere

_fixef

public final double[] _fixef

_ranef

public final double[] _ranef

_randc

public final int[] _randc

_varfix

public final double _varfix

_varranef

public final double[] _varranef

_converge

public final boolean _converge

_dfrefe

public final double _dfrefe

_summvc1

public final double[] _summvc1

_summvc2

public final double[][] _summvc2

_hlik

public final double _hlik

_pvh

public final double _pvh

_pbvh

public final double _pbvh

_caic

public final double _caic

_bad

public final long _bad

_sumetadiffsquare

public final double _sumetadiffsquare

_convergence

public final double _convergence

_iterations

public final int _iterations

Constructor Detail

ModelMetricsHGLM

public ModelMetricsHGLM(Model model,
                        Frame frame,
                        long nobs,
                        double mse,
                        java.lang.String[] domain,
                        double sigma,
                        CustomMetric customMetric,
                        double[] sefe,
                        double[] sere,
                        double varfix,
                        double[] varranef,
                        boolean converge,
                        double dfrefe,
                        double[] summvc1,
                        double[][] summvc2,
                        double hlik,
                        double pvh,
                        double pbvh,
                        double cAIC,
                        long bad,
                        double sumEtaDiffSq,
                        double convergence,
                        int[] randC,
                        double[] fixef,
                        double[] ranef,
                        int iter)

Method Detail

getFromDKV

public static ModelMetricsHGLM getFromDKV(Model model,
                                          Frame frame)

toString

public java.lang.String toString()

Overrides:

toString in class ModelMetricsSupervised