hex

Class ModelMetricsOrdinalGeneric

java.lang.Object

water.Iced<T>

water.Keyed<ModelMetrics>

hex.ModelMetrics

hex.ModelMetricsSupervised

hex.ModelMetricsOrdinal

hex.ModelMetricsOrdinalGeneric

All Implemented Interfaces:

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

Direct Known Subclasses:

ModelMetricsOrdinalGLMGeneric

public class ModelMetricsOrdinalGeneric
extends ModelMetricsOrdinal

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
TwoDimTable	_confusion_matrix
TwoDimTable	_hit_ratio_table
double	_r2

Fields inherited from class hex.ModelMetricsOrdinal

_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
ModelMetricsOrdinalGeneric(Model model, Frame frame, long nobs, double mse, java.lang.String[] domain, double sigma, TwoDimTable confusionMatrix, float[] hr, double logloss, CustomMetric customMetric, double r2, TwoDimTable hit_ratio_table)

Method Summary

Modifier and Type	Method and Description
double	r2()

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.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, sortModelsByMetric, sortModelsByMetric, withDescription, withModelAndFrame

Methods inherited from class water.Keyed

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

Methods inherited from class water.Iced

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

Methods inherited from class java.lang.Object

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

Field Detail

_r2

public final double _r2

_confusion_matrix

public final TwoDimTable _confusion_matrix

_hit_ratio_table

public final TwoDimTable _hit_ratio_table

Constructor Detail

ModelMetricsOrdinalGeneric

public ModelMetricsOrdinalGeneric(Model model,
                                  Frame frame,
                                  long nobs,
                                  double mse,
                                  java.lang.String[] domain,
                                  double sigma,
                                  TwoDimTable confusionMatrix,
                                  float[] hr,
                                  double logloss,
                                  CustomMetric customMetric,
                                  double r2,
                                  TwoDimTable hit_ratio_table)

Method Detail

r2

public double r2()

Overrides:

r2 in class ModelMetricsSupervised