hex

Class ModelMetricsMultinomialGLMGeneric

java.lang.Object

water.Iced<T>

water.Keyed<ModelMetrics>

hex.ModelMetrics

hex.ModelMetricsSupervised

hex.ModelMetricsMultinomial

hex.ModelMetricsMultinomialGeneric

hex.ModelMetricsMultinomialGLMGeneric

All Implemented Interfaces:

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

public class ModelMetricsMultinomialGLMGeneric
extends ModelMetricsMultinomialGeneric

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class hex.ModelMetricsMultinomial

ModelMetricsMultinomial.MetricBuilderMultinomial<T extends ModelMetricsMultinomial.MetricBuilderMultinomial<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	_resDev
long	_residualDegreesOfFreedom

Fields inherited from class hex.ModelMetricsMultinomialGeneric

_confusion_matrix_table, _hit_ratio_table, _multinomial_auc_table, _multinomial_aucpr_table, _r2

Fields inherited from class hex.ModelMetricsMultinomial

_aic, _auc, _cm, _hit_ratios, _logloss, _mean_per_class_error

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
ModelMetricsMultinomialGLMGeneric(Model model, Frame frame, long nobs, double mse, java.lang.String[] domain, double sigma, TwoDimTable confusion_matrix, TwoDimTable hit_ratio_table, double logloss, CustomMetric customMetric, double mean_per_class_error, long nullDegreesOfFreedom, long residualDegreesOfFreedom, double resDev, double nullDev, double aic, TwoDimTable coefficients_table, double r2, TwoDimTable multinomial_auc_table, TwoDimTable multinomial_aucpr_table, MultinomialAucType type, java.lang.String description, double loglikelihood)
ModelMetricsMultinomialGLMGeneric(Model model, Frame frame, long nobs, double mse, java.lang.String[] domain, double sigma, TwoDimTable confusion_matrix, TwoDimTable hit_ratio_table, double logloss, CustomMetric customMetric, double mean_per_class_error, long nullDegreesOfFreedom, long residualDegreesOfFreedom, double resDev, double nullDev, TwoDimTable coefficients_table, double r2, TwoDimTable multinomial_auc_table, TwoDimTable multinomial_aucpr_table, MultinomialAucType type, java.lang.String description)

Method Summary

Methods inherited from class hex.ModelMetricsMultinomialGeneric

r2

Methods inherited from class hex.ModelMetricsMultinomial

aic, auc, aucpr, cm, getFromDKV, getHitRatioTable, hr, loglikelihood, logloss, make, make, make, mean_per_class_error, pr_auc, toString, updateHits, updateHits

Methods inherited from class hex.ModelMetrics

appendToStringMetrics, auc_obj, buildKey, buildKey, calcVarImp, calcVarImp, calcVarImp, calcVarImp, checksum_impl, custom_increasing, custom, 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

Constructor Detail

ModelMetricsMultinomialGLMGeneric

public ModelMetricsMultinomialGLMGeneric(Model model,
                                         Frame frame,
                                         long nobs,
                                         double mse,
                                         java.lang.String[] domain,
                                         double sigma,
                                         TwoDimTable confusion_matrix,
                                         TwoDimTable hit_ratio_table,
                                         double logloss,
                                         CustomMetric customMetric,
                                         double mean_per_class_error,
                                         long nullDegreesOfFreedom,
                                         long residualDegreesOfFreedom,
                                         double resDev,
                                         double nullDev,
                                         TwoDimTable coefficients_table,
                                         double r2,
                                         TwoDimTable multinomial_auc_table,
                                         TwoDimTable multinomial_aucpr_table,
                                         MultinomialAucType type,
                                         java.lang.String description)

ModelMetricsMultinomialGLMGeneric

public ModelMetricsMultinomialGLMGeneric(Model model,
                                         Frame frame,
                                         long nobs,
                                         double mse,
                                         java.lang.String[] domain,
                                         double sigma,
                                         TwoDimTable confusion_matrix,
                                         TwoDimTable hit_ratio_table,
                                         double logloss,
                                         CustomMetric customMetric,
                                         double mean_per_class_error,
                                         long nullDegreesOfFreedom,
                                         long residualDegreesOfFreedom,
                                         double resDev,
                                         double nullDev,
                                         double aic,
                                         TwoDimTable coefficients_table,
                                         double r2,
                                         TwoDimTable multinomial_auc_table,
                                         TwoDimTable multinomial_aucpr_table,
                                         MultinomialAucType type,
                                         java.lang.String description,
                                         double loglikelihood)