water.bindings.pojos

Class GLMRegularizationPathV3

java.lang.Object

water.bindings.pojos.Schema

water.bindings.pojos.GLMRegularizationPathV3

public class GLMRegularizationPathV3
extends Schema

Field Summary

Fields

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

Constructor Summary

Constructors

Constructor and Description
GLMRegularizationPathV3()

Method Summary

Methods

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

explained_deviance_train

public double[] explained_deviance_train

explained deviance on the training set

explained_deviance_valid

public double[] explained_deviance_valid

explained deviance on the validation set

coefficients

public double[][] coefficients

coefficients for all lambdas

coefficients_std

public double[][] coefficients_std

standardized coefficients for all lambdas

coefficient_names

public java.lang.String[] coefficient_names

coefficient names

Constructor Detail

GLMRegularizationPathV3

public GLMRegularizationPathV3()

Method Detail

toString

public java.lang.String toString()

Return the contents of this object as a JSON String.

Overrides:

toString in class Schema