hex

Class ModelMetricsMultinomialGeneric

java.lang.Object

water.Iced<T>

water.Keyed<ModelMetrics>

hex.ModelMetrics

hex.ModelMetricsSupervised

hex.ModelMetricsMultinomial

hex.ModelMetricsMultinomialGeneric

All Implemented Interfaces:

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

Direct Known Subclasses:

ModelMetricsMultinomialGLMGeneric

public class ModelMetricsMultinomialGeneric
extends ModelMetricsMultinomial

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
TwoDimTable	_confusion_matrix_table
TwoDimTable	_hit_ratio_table
TwoDimTable	_multinomial_auc_table
TwoDimTable	_multinomial_aucpr_table
double	_r2

Fields inherited from class hex.ModelMetricsMultinomial

_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
ModelMetricsMultinomialGeneric(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, double r2, TwoDimTable multinomial_auc_table, TwoDimTable multinomial_aucpr_table, MultinomialAucType type, java.lang.String description)

Method Summary

Modifier and Type	Method and Description
double	r2()

Methods inherited from class hex.ModelMetricsMultinomial

auc, aucpr, cm, getFromDKV, getHitRatioTable, hr, 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, 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

_hit_ratio_table

public final TwoDimTable _hit_ratio_table

_confusion_matrix_table

public final TwoDimTable _confusion_matrix_table

_multinomial_auc_table

public final TwoDimTable _multinomial_auc_table

_multinomial_aucpr_table

public final TwoDimTable _multinomial_aucpr_table

_r2

public final double _r2

Constructor Detail

ModelMetricsMultinomialGeneric

public ModelMetricsMultinomialGeneric(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,
                                      double r2,
                                      TwoDimTable multinomial_auc_table,
                                      TwoDimTable multinomial_aucpr_table,
                                      MultinomialAucType type,
                                      java.lang.String description)

Method Detail

r2

public double r2()

Overrides:

r2 in class ModelMetricsSupervised