hex

Class ModelMetricsOrdinalGLMGeneric

java.lang.Object

water.Iced<T>

water.Keyed<ModelMetrics>

hex.ModelMetrics

hex.ModelMetricsSupervised

hex.ModelMetricsOrdinal

hex.ModelMetricsOrdinalGeneric

hex.ModelMetricsOrdinalGLMGeneric

All Implemented Interfaces:

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

public class ModelMetricsOrdinalGLMGeneric
extends ModelMetricsOrdinalGeneric

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class hex.ModelMetricsOrdinal

ModelMetricsOrdinal.MetricBuilderOrdinal<T extends ModelMetricsOrdinal.MetricBuilderOrdinal<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
TwoDimTable	_coefficients_table
double	_loglikelihood
long	_nullDegreesOfFreedom
double	_nullDev
double	_r2
double	_resDev
long	_residualDegreesOfFreedom

Fields inherited from class hex.ModelMetricsOrdinalGeneric

_confusion_matrix, _hit_ratio_table, _mean_per_class_error

Fields inherited from class hex.ModelMetricsOrdinal

_cm, _hit_ratios, _logloss

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

ModelMetricsOrdinalGLMGeneric(Model model, Frame frame, long nobs, double mse, java.lang.String[] domain, double sigma, TwoDimTable confusionMatrix, float[] hr, double logloss, CustomMetric customMetric, double r2, long nullDegreesOfFreedom, long residualDegreesOfFreedom, double resDev, double nullDev, double aic, double loglikelihood, TwoDimTable coefficients_table, TwoDimTable hit_ratio_table, double meanPerClassError, java.lang.String description)

Method Summary

Methods inherited from class hex.ModelMetricsOrdinal

cm, getFromDKV, getHitRatioTable, hr, logloss, make, make, mean_per_class_error, toString, updateHits, updateHits

Methods inherited from class hex.ModelMetricsSupervised

r2

Methods inherited from class hex.ModelMetrics

appendToStringMetrics, auc_obj, buildKey, buildKey, calcVarImp, calcVarImp, calcVarImp, calcVarImp, checksum_impl, deepCloneWithDifferentModelAndFrame, defaultModelMetrics, frame, getAllowedMetrics, getMetricFromModel, getMetricFromModelMetric, 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

_nullDegreesOfFreedom

public final long _nullDegreesOfFreedom

_residualDegreesOfFreedom

public final long _residualDegreesOfFreedom

_resDev

public final double _resDev

_nullDev

public final double _nullDev

_AIC

public final double _AIC

_loglikelihood

public final double _loglikelihood

_coefficients_table

public final TwoDimTable _coefficients_table

_r2

public final double _r2

Constructor Detail

ModelMetricsOrdinalGLMGeneric

public ModelMetricsOrdinalGLMGeneric(Model model,
                                     Frame frame,
                                     long nobs,
                                     double mse,
                                     java.lang.String[] domain,
                                     double sigma,
                                     TwoDimTable confusionMatrix,
                                     float[] hr,
                                     double logloss,
                                     CustomMetric customMetric,
                                     double r2,
                                     long nullDegreesOfFreedom,
                                     long residualDegreesOfFreedom,
                                     double resDev,
                                     double nullDev,
                                     double aic,
                                     double loglikelihood,
                                     TwoDimTable coefficients_table,
                                     TwoDimTable hit_ratio_table,
                                     double meanPerClassError,
                                     java.lang.String description)