water.api

Class ModelMetricsRegressionV3<I extends ModelMetricsRegression,S extends ModelMetricsRegressionV3<I,S>>

java.lang.Object

water.Iced

water.api.Schema<I,S>

water.api.ModelMetricsBase<I,S>

water.api.ModelMetricsRegressionV3<I,S>

All Implemented Interfaces:

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

Direct Known Subclasses:

ModelMetricsRegressionGLMV3

public class ModelMetricsRegressionV3<I extends ModelMetricsRegression,S extends ModelMetricsRegressionV3<I,S>>
extends ModelMetricsBase<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
double	mean_residual_deviance
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
ModelMetricsRegressionV3()

Method Summary

Methods

Modifier and Type	Method and Description
S	fillFromImpl(ModelMetricsRegression 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, init_meta, markdown, markdown, newInstance, newInstance, registerAllSchemasIfNecessary, schema, schema, schemaClass, schemaClass, schemas, setField

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, toString, wait, wait, wait

Field Detail

r2

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

mean_residual_deviance

@API(help="The mean residual deviance for this scoring run.",
     direction=OUTPUT)
public double mean_residual_deviance

Constructor Detail

ModelMetricsRegressionV3

public ModelMetricsRegressionV3()

Method Detail

fillFromImpl

public S fillFromImpl(ModelMetricsRegression 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<I extends ModelMetricsRegression,S extends ModelMetricsRegressionV3<I,S>>