#region License Information /* HeuristicLab * Copyright (C) Heuristic and Evolutionary Algorithms Laboratory (HEAL) * * This file is part of HeuristicLab. * * HeuristicLab is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * HeuristicLab is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with HeuristicLab. If not, see . */ #endregion using System.Collections.Generic; using HEAL.Attic; namespace HeuristicLab.Problems.DataAnalysis { [StorableType("b9d7d1f7-c603-45ef-b372-71b82446fa72")] public interface IRegressionSolution : IDataAnalysisSolution { new IRegressionModel Model { get; } new IRegressionProblemData ProblemData { get; set; } IEnumerable EstimatedValues { get; } IEnumerable EstimatedTrainingValues { get; } IEnumerable EstimatedTestValues { get; } IEnumerable GetEstimatedValues(IEnumerable rows); double TrainingMeanSquaredError { get; } double TestMeanSquaredError { get; } double TrainingMeanAbsoluteError { get; } double TestMeanAbsoluteError { get; } double TrainingRSquared { get; } double TestRSquared { get; } double TrainingRelativeError { get; } double TestRelativeError { get; } double TrainingNormalizedMeanSquaredError { get; } double TestNormalizedMeanSquaredError { get; } double TrainingRootMeanSquaredError { get; } double TestRootMeanSquaredError { get; } } }