hex

Class ModelMetricsSupervised

java.lang.Object

water.Iced<T>

water.Keyed<ModelMetrics>

hex.ModelMetrics

hex.ModelMetricsSupervised

All Implemented Interfaces:

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

Direct Known Subclasses:

ModelMetricsBinomial, ModelMetricsMultinomial, ModelMetricsRegression

public class ModelMetricsSupervised
extends ModelMetrics

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	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
java.lang.String[]	_domain
double	_sigma

Fields inherited from class hex.ModelMetrics

_description, _MSE, _scoring_time

Fields inherited from class water.Keyed

_key

Constructor Summary

Constructors

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

Method Summary

Methods

Modifier and Type	Method and Description
double	r2()
java.lang.String	toString()

Methods inherited from class hex.ModelMetrics

auc_obj, auc, buildKey, calcVarImp, calcVarImp, calcVarImp, calcVarImp, checksum_impl, cm, frame, getFromDKV, hr, isForFrame, isForModel, model, mse, residualDegreesOfFreedom, sortModelsByMetric

Methods inherited from class water.Keyed

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

Methods inherited from class water.Iced

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

Methods inherited from class java.lang.Object

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

Field Detail

_domain

public final java.lang.String[] _domain

_sigma

public final double _sigma

Constructor Detail

ModelMetricsSupervised

public ModelMetricsSupervised(Model model,
                      Frame frame,
                      double mse,
                      java.lang.String[] domain,
                      double sigma)

Method Detail

toString

public java.lang.String toString()

Overrides:

toString in class ModelMetrics

r2

public final double r2()