hex

Class ModelMetricsBinomial

java.lang.Object

water.Iced<T>

water.Keyed<ModelMetrics>

hex.ModelMetrics

hex.ModelMetricsSupervised

hex.ModelMetricsBinomial

All Implemented Interfaces:

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

Direct Known Subclasses:

ModelMetricsBinomialGLM

public class ModelMetricsBinomial
extends ModelMetricsSupervised

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelMetricsBinomial.MetricBuilderBinomial<T extends ModelMetricsBinomial.MetricBuilderBinomial<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>>

Nested classes/interfaces inherited from class water.Keyed

Keyed.BinarySerializer<X extends Keyed>

Field Summary

Fields

Modifier and Type	Field and Description
AUC2	_auc
double	_logloss

Fields inherited from class hex.ModelMetricsSupervised

_domain, _sigma

Fields inherited from class hex.ModelMetrics

_description, _MSE, _scoring_time

Fields inherited from class water.Keyed

_key, EMPTY_KEY_LIST

Constructor Summary

Constructors

Constructor and Description
ModelMetricsBinomial(Model model, Frame frame, double mse, java.lang.String[] domain, double sigma, AUC2 auc, double logloss)

Method Summary

Methods

Modifier and Type	Method and Description
AUC2	auc()
ConfusionMatrix	cm()
static ModelMetricsBinomial	getFromDKV(Model model, Frame frame)
double	logloss()

Methods inherited from class hex.ModelMetricsSupervised

r2

Methods inherited from class hex.ModelMetrics

buildKey, calcVarImp, calcVarImp, calcVarImp, calcVarImp, checksum_impl, frame, hr, isForFrame, isForModel, model, mse

Methods inherited from class water.Keyed

checksum, getBinarySerializer, getPublishedKeys, remove_impl, remove, remove, remove, remove

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

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

Field Detail

_auc

public final AUC2 _auc

_logloss

public final double _logloss

Constructor Detail

ModelMetricsBinomial

public ModelMetricsBinomial(Model model,
                    Frame frame,
                    double mse,
                    java.lang.String[] domain,
                    double sigma,
                    AUC2 auc,
                    double logloss)

Method Detail

getFromDKV

public static ModelMetricsBinomial getFromDKV(Model model,
                              Frame frame)

logloss

public double logloss()

auc

public AUC2 auc()

Overrides:

auc in class ModelMetrics

cm

public ConfusionMatrix cm()

Overrides:

cm in class ModelMetrics