water.api.schemas3

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

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<I,S>

All Implemented Interfaces:

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

Direct Known Subclasses:

ModelMetricsRegressionCoxPHGenericV3, ModelMetricsRegressionCoxPHV3, ModelMetricsRegressionGLMGenericV3, ModelMetricsRegressionGLMV3

public class ModelMetricsRegressionV3<I extends ModelMetricsRegression,S extends ModelMetricsRegressionV3<I,S>>
extends ModelMetricsBaseV3<I,S>

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
double	loglikelihood
double	mae
double	mean_residual_deviance
double	r2
double	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
ModelMetricsRegressionV3()

Method Summary

Modifier and Type	Method and Description
S	fillFromImpl(I 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

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

mae

@API(help="The mean absolute error for this scoring run.",
     direction=OUTPUT)
public double mae

rmsle

@API(help="The root mean squared log error for this scoring run.",
     direction=OUTPUT)
public double rmsle

loglikelihood

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

AIC

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

Constructor Detail

ModelMetricsRegressionV3

public ModelMetricsRegressionV3()

Method Detail

fillFromImpl

public S fillFromImpl(I 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>>