water.api

Class ModelMetricsMultinomialV3<I extends ModelMetricsMultinomial,S extends ModelMetricsMultinomialV3<I,S>>

java.lang.Object

water.Iced

water.api.Schema<I,S>

water.api.ModelMetricsBase<ModelMetricsMultinomial,ModelMetricsMultinomialV3<I,S>>

water.api.ModelMetricsMultinomialV3<I,S>

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, Freezable

Direct Known Subclasses:

ModelMetricsMultinomialGLMV3

public class ModelMetricsMultinomialV3<I extends ModelMetricsMultinomial,S extends ModelMetricsMultinomialV3<I,S>>
extends ModelMetricsBase<ModelMetricsMultinomial,ModelMetricsMultinomialV3<I,S>>

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class water.api.Schema

Schema.Meta

Field Summary

Fields

Modifier and Type	Field and Description
ConfusionMatrixBase	cm
TwoDimTableBase	hit_ratio_table
double	logloss
double	r2

Fields inherited from class water.api.ModelMetricsBase

description, frame, frame_checksum, model, model_category, model_checksum, MSE, predictions, scoring_time

Constructor Summary

Constructors

Constructor and Description
ModelMetricsMultinomialV3()

Method Summary

Methods

Modifier and Type	Method and Description
ModelMetricsMultinomialV3	fillFromImpl(ModelMetricsMultinomial modelMetrics) Fill this Schema from the given implementation object.

Methods inherited from class water.api.ModelMetricsBase

fillFromImpl

Methods inherited from class water.api.Schema

createAndFillImpl, createImpl, fillFromParms, fillFromParms, fillImpl, get__meta, getExperimentalVersion, getHighestSupportedVersion, getImplClass, getImplClass, getLatestVersion, getSchemaVersion, markdown, markdown, markdown, newInstance, newInstance, registerAllSchemasIfNecessary, schema, schema, schemaClass, schemas, setField

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, toString, wait, wait, wait

Field Detail

r2

@API(help="The R^2 for this scoring run.",
     direction=OUTPUT)
public double r2

hit_ratio_table

@API(help="The hit ratio table for this scoring run.",
     direction=OUTPUT,
     level=expert)
public TwoDimTableBase hit_ratio_table

cm

@API(help="The ConfusionMatrix object for this scoring run.",
     direction=OUTPUT)
public ConfusionMatrixBase cm

logloss

@API(help="The logarithmic loss for this scoring run.",
     direction=OUTPUT)
public double logloss

Constructor Detail

ModelMetricsMultinomialV3

public ModelMetricsMultinomialV3()

Method Detail

fillFromImpl

public ModelMetricsMultinomialV3 fillFromImpl(ModelMetricsMultinomial modelMetrics)

Description copied from class: Schema

Fill this Schema from the given implementation object. If a schema doesn't need to adapt any fields if does not need to override this method.

Overrides:

fillFromImpl in class Schema<ModelMetricsMultinomial,ModelMetricsMultinomialV3<I extends ModelMetricsMultinomial,S extends ModelMetricsMultinomialV3<I,S>>>