hex

Class ModelMetricsMultinomial

java.lang.Object

water.Iced<T>

water.Keyed<ModelMetrics>

hex.ModelMetrics

hex.ModelMetricsSupervised

hex.ModelMetricsMultinomial

All Implemented Interfaces:

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

public class ModelMetricsMultinomial
extends ModelMetricsSupervised

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	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>>

Nested classes/interfaces inherited from class water.Keyed

Keyed.BinarySerializer<X extends Keyed>

Field Summary

Fields

Modifier and Type	Field and Description
ConfusionMatrix	_cm
float[]	_hit_ratios
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
ModelMetricsMultinomial(Model model, Frame frame, double mse, java.lang.String[] domain, double sigma, ConfusionMatrix cm, float[] hr, double logloss)

Method Summary

Methods

Modifier and Type	Method and Description
ConfusionMatrix	cm()
static ModelMetricsMultinomial	getFromDKV(Model model, Frame frame)
static TwoDimTable	getHitRatioTable(float[] hits)
float[]	hr()
static void	updateHits(double w, int iact, double[] ds, double[] hits)

Methods inherited from class hex.ModelMetricsSupervised

r2

Methods inherited from class hex.ModelMetrics

auc, buildKey, calcVarImp, calcVarImp, calcVarImp, calcVarImp, checksum_impl, frame, 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

_hit_ratios

public final float[] _hit_ratios

_cm

public final ConfusionMatrix _cm

_logloss

public final double _logloss

Constructor Detail

ModelMetricsMultinomial

public ModelMetricsMultinomial(Model model,
                       Frame frame,
                       double mse,
                       java.lang.String[] domain,
                       double sigma,
                       ConfusionMatrix cm,
                       float[] hr,
                       double logloss)

Method Detail

cm

public ConfusionMatrix cm()

Overrides:

cm in class ModelMetrics

hr

public float[] hr()

Overrides:

hr in class ModelMetrics

getFromDKV

public static ModelMetricsMultinomial getFromDKV(Model model,
                                 Frame frame)

updateHits

public static void updateHits(double w,
              int iact,
              double[] ds,
              double[] hits)

getHitRatioTable

public static TwoDimTable getHitRatioTable(float[] hits)