water.bindings.pojos

Class GLMRegularizationPathV3

java.lang.Object

water.bindings.pojos.SchemaV3

water.bindings.pojos.GLMRegularizationPathV3

public class GLMRegularizationPathV3
extends SchemaV3

Field Summary

Fields

Modifier and Type	Field and Description
java.lang.String[]	coefficientNames coefficient names
double[][]	coefficients coefficients for all lambdas
double[][]	coefficientsStd standardized coefficients for all lambdas
double[]	explainedDevianceTrain explained deviance on the training set
double[]	explainedDevianceValid explained deviance on the validation set
double[]	lambdas Computed lambda values
ModelKeyV3	model source model

Constructor Summary

Constructors

Constructor and Description
GLMRegularizationPathV3() 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

model

public ModelKeyV3 model

source model

lambdas

public double[] lambdas

Computed lambda values

explainedDevianceTrain

public double[] explainedDevianceTrain

explained deviance on the training set

explainedDevianceValid

public double[] explainedDevianceValid

explained deviance on the validation set

coefficients

public double[][] coefficients

coefficients for all lambdas

coefficientsStd

public double[][] coefficientsStd

standardized coefficients for all lambdas

coefficientNames

public java.lang.String[] coefficientNames

coefficient names

Constructor Detail

GLMRegularizationPathV3

public GLMRegularizationPathV3()

Public constructor

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class SchemaV3