water.api

Class ModelMetricsRegressionGLMV3

java.lang.Object

water.Iced

water.api.Schema<I,S>

water.api.ModelMetricsBase<I,S>

water.api.ModelMetricsRegressionV3<ModelMetricsRegressionGLM,ModelMetricsRegressionGLMV3>

water.api.ModelMetricsRegressionGLMV3

All Implemented Interfaces:

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

public class ModelMetricsRegressionGLMV3
extends ModelMetricsRegressionV3<ModelMetricsRegressionGLM,ModelMetricsRegressionGLMV3>

Created by tomasnykodym on 4/20/15.

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	AIC
long	null_degrees_of_freedom
double	null_deviance
long	residual_degrees_of_freedom
double	residual_deviance

Fields inherited from class water.api.ModelMetricsRegressionV3

mean_residual_deviance, 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
ModelMetricsRegressionGLMV3()

Method Summary

Methods

Modifier and Type	Method and Description
ModelMetricsRegressionGLMV3	fillFromImpl(ModelMetricsRegressionGLM modelMetrics) Fill this Schema from the given implementation object.

Methods inherited from class water.api.ModelMetricsRegressionV3

fillFromImpl

Methods inherited from class water.api.ModelMetricsBase

fillFromImpl

Methods inherited from class water.api.Schema

createAndFillImpl, createImpl, fillFromImpl, fillFromParms, fillFromParms, fillImpl, 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

residual_deviance

@API(help="residual deviance",
     direction=OUTPUT)
public double residual_deviance

null_deviance

@API(help="null deviance",
     direction=OUTPUT)
public double null_deviance

AIC

@API(help="AIC",
     direction=OUTPUT)
public double AIC

null_degrees_of_freedom

@API(help="null DOF",
     direction=OUTPUT)
public long null_degrees_of_freedom

residual_degrees_of_freedom

@API(help="residual DOF",
     direction=OUTPUT)
public long residual_degrees_of_freedom

Constructor Detail

ModelMetricsRegressionGLMV3

public ModelMetricsRegressionGLMV3()

Method Detail

fillFromImpl

public ModelMetricsRegressionGLMV3 fillFromImpl(ModelMetricsRegressionGLM 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<ModelMetricsRegressionGLM,ModelMetricsRegressionGLMV3>