water.api.schemas3

Class ModelMetricsRegressionHGLMV3<I extends ModelMetricsRegressionHGLM,S extends ModelMetricsRegressionHGLMV3<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.ModelMetricsRegressionHGLMV3<I,S>

All Implemented Interfaces:

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

Direct Known Subclasses:

ModelMetricsRegressionHGLMGenericV3

public class ModelMetricsRegressionHGLMV3<I extends ModelMetricsRegressionHGLM,S extends ModelMetricsRegressionHGLMV3<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[]	beta
double[]	icc
int	iterations
double	log_likelihood
double	mse_fixed
double[][]	tmat
double[][]	ubeta
double	var_residual

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
ModelMetricsRegressionHGLMV3()

Method Summary

Modifier and Type	Method and Description
S	fillFromImpl(ModelMetricsRegressionHGLM 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

beta

@API(help="fixed coefficient)",
     direction=OUTPUT)
public double[] beta

ubeta

@API(help="random coefficients",
     direction=OUTPUT)
public double[][] ubeta

log_likelihood

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

icc

@API(help="interclass correlation",
     direction=OUTPUT)
public double[] icc

iterations

@API(help="iterations taken to build model",
     direction=OUTPUT)
public int iterations

tmat

@API(help="covariance matrix of random effects",
     direction=OUTPUT)
public double[][] tmat

var_residual

@API(help="variance of residual error",
     direction=OUTPUT)
public double var_residual

mse_fixed

@API(help="mean square error of fixed effects only",
     direction=OUTPUT)
public double mse_fixed

Constructor Detail

ModelMetricsRegressionHGLMV3

public ModelMetricsRegressionHGLMV3()

Method Detail

fillFromImpl

public S fillFromImpl(ModelMetricsRegressionHGLM 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 ModelMetricsRegressionHGLM,S extends ModelMetricsRegressionHGLMV3<I,S>>