water.api.schemas3

Class ModelMetricsRegressionGLMGenericV3

java.lang.Object

water.Iced

water.api.Schema<I,S>

water.api.schemas3.SchemaV3<I,S>

water.api.schemas3.ModelMetricsBaseV3<I,S>

water.api.schemas3.ModelMetricsRegressionV3<ModelMetricsRegressionGLMGeneric,ModelMetricsRegressionGLMGenericV3>

water.api.schemas3.ModelMetricsRegressionGLMGenericV3

All Implemented Interfaces:

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

public class ModelMetricsRegressionGLMGenericV3
extends ModelMetricsRegressionV3<ModelMetricsRegressionGLMGeneric,ModelMetricsRegressionGLMGenericV3>

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class water.api.schemas3.SchemaV3

SchemaV3.Meta

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

Schema.AutoParseable

Field Summary

Fields

Modifier and Type	Field and Description
double	AIC
TwoDimTableV3	coefficients_table
double	loglikelihood
long	null_degrees_of_freedom
double	null_deviance
long	residual_degrees_of_freedom
double	residual_deviance

Fields inherited from class water.api.schemas3.ModelMetricsRegressionV3

mae, mean_residual_deviance, r2, rmsle

Fields inherited from class water.api.schemas3.ModelMetricsBaseV3

custom_metric_name, custom_metric_value, description, frame, frame_checksum, model, model_category, model_checksum, MSE, nobs, predictions, RMSE, scoring_time

Fields inherited from class water.api.schemas3.SchemaV3

__meta

Constructor Summary

Constructors

Constructor and Description
ModelMetricsRegressionGLMGenericV3()

Method Summary

Modifier and Type	Method and Description
ModelMetricsRegressionGLMGenericV3	fillFromImpl(ModelMetricsRegressionGLMGeneric modelMetrics) Fill this Schema from the given implementation object.

Methods inherited from class water.api.schemas3.ModelMetricsBaseV3

fillFromImpl

Methods inherited from class water.api.schemas3.SchemaV3

writeJSON

Methods inherited from class water.api.Schema

createAndFillImpl, createImpl, extractVersionFromSchemaName, fillFromAny, fillFromBody, fillFromImpl, fillFromImpl, fillFromParms, fillFromParms, fillFromParms, fillImpl, fillImpl, getImplClass, getImplClass, getSchemaName, getSchemaType, getSchemaVersion, init_meta, markdown, markdown, newInstance, newInstance, setField, setSchemaType_doNotCall

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonBytes, toJsonString, write, writeExternal

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

loglikelihood

@API(help="log likelihood",
     direction=OUTPUT)
public double loglikelihood

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

coefficients_table

@API(direction=OUTPUT,
     help="coefficients_table")
public TwoDimTableV3 coefficients_table

Constructor Detail

ModelMetricsRegressionGLMGenericV3

public ModelMetricsRegressionGLMGenericV3()

Method Detail

fillFromImpl

public ModelMetricsRegressionGLMGenericV3 fillFromImpl(ModelMetricsRegressionGLMGeneric 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 ModelMetricsRegressionV3<ModelMetricsRegressionGLMGeneric,ModelMetricsRegressionGLMGenericV3>