package hex.schemas;
import hex.glm.GLMModel;
import water.api.API;
import water.api.schemas3.KeyV3;
import water.api.schemas3.SchemaV3;
/**
*/
public class GLMRegularizationPathV3 extends SchemaV3<GLMModel.RegularizationPath,GLMRegularizationPathV3>{
@API(help="source model", required = true, direction = API.Direction.INPUT)
public KeyV3.ModelKeyV3 model;
@API(help="Computed lambda values")
public double [] lambdas;
@API(help="explained deviance on the training set")
public double [] explained_deviance_train;
@API(help="explained deviance on the validation set")
public double [] explained_deviance_valid;
@API(help="coefficients for all lambdas")
public double [][] coefficients;
@API(help="standardized coefficients for all lambdas")
public double [][] coefficients_std;
@API(help="coefficient names")
public String [] coefficient_names;
}