water.bindings.pojos.GLMRegularizationPathV3 Maven / Gradle / Ivy
/*
* This file is auto-generated by h2o-3/h2o-bindings/bin/gen_java.py
* Copyright 2016 H2O.ai; Apache License Version 2.0 (see LICENSE for details)
*/
package water.bindings.pojos;
import com.google.gson.Gson;
import com.google.gson.annotations.*;
public class GLMRegularizationPathV3 extends SchemaV3 {
/**
* source model
*/
public ModelKeyV3 model;
/**
* Computed lambda values
*/
public double[] lambdas;
/**
* alpha values used in building submodels
*/
public double[] alphas;
/**
* explained deviance on the training set
*/
@SerializedName("explained_deviance_train")
public double[] explainedDevianceTrain;
/**
* explained deviance on the validation set
*/
@SerializedName("explained_deviance_valid")
public double[] explainedDevianceValid;
/**
* coefficients for all lambdas
*/
public double[][] coefficients;
/**
* standardized coefficients for all lambdas
*/
@SerializedName("coefficients_std")
public double[][] coefficientsStd;
/**
* coefficient names
*/
@SerializedName("coefficient_names")
public String[] coefficientNames;
/**
* z-values
*/
@SerializedName("z_values")
public double[][] zValues;
/**
* p-values
*/
@SerializedName("p_values")
public double[][] pValues;
/**
* standard error
*/
@SerializedName("std_errs")
public double[][] stdErrs;
/**
* Public constructor
*/
public GLMRegularizationPathV3() {
}
/**
* Return the contents of this object as a JSON String.
*/
@Override
public String toString() {
return new Gson().toJson(this);
}
}