water.bindings.pojos

Class ModelMetricsRegressionHGLMV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.ModelMetricsBaseV3

water.bindings.pojos.ModelMetricsRegressionHGLMV3

Direct Known Subclasses:

ModelMetricsRegressionHGLMGenericV3

public class ModelMetricsRegressionHGLMV3
extends ModelMetricsBaseV3

Field Summary

Fields

Modifier and Type	Field and Description
double[]	beta fixed coefficient)
double[]	icc interclass correlation
int	iterations iterations taken to build model
double	logLikelihood log likelihood
double	mseFixed mean square error of fixed effects only
double[][]	tmat covariance matrix of random effects
double[][]	ubeta random coefficients
double	varResidual variance of residual error

Fields inherited from class water.bindings.pojos.ModelMetricsBaseV3

customMetricName, customMetricValue, description, frame, frameChecksum, model, modelCategory, modelChecksum, mse, nobs, predictions, rmse, scoringTime

Constructor Summary

Constructors

Constructor and Description
ModelMetricsRegressionHGLMV3() Public constructor

Method Summary

Modifier and Type	Method and Description
java.lang.String	toString() Return the contents of this object as a JSON String.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Field Detail

beta

public double[] beta

fixed coefficient)

ubeta

public double[][] ubeta

random coefficients

logLikelihood

@SerializedName(value="log_likelihood")
public double logLikelihood

log likelihood

icc

public double[] icc

interclass correlation

iterations

public int iterations

iterations taken to build model

tmat

public double[][] tmat

covariance matrix of random effects

varResidual

@SerializedName(value="var_residual")
public double varResidual

variance of residual error

mseFixed

@SerializedName(value="mse_fixed")
public double mseFixed

mean square error of fixed effects only

Constructor Detail

ModelMetricsRegressionHGLMV3

public ModelMetricsRegressionHGLMV3()

Public constructor

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class ModelMetricsBaseV3