#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; using System.Collections.Generic; using HEAL.Attic; namespace HeuristicLab.Problems.DataAnalysis { [StorableType("56c31bd6-dc0d-4478-b121-ea1817eae301")] /// /// Interface for all regression models. /// All methods and properties in in this interface must be implemented thread safely /// public interface IRegressionModel : IDataAnalysisModel { IEnumerable GetEstimatedValues(IDataset dataset, IEnumerable rows); IRegressionSolution CreateRegressionSolution(IRegressionProblemData problemData); bool IsProblemDataCompatible(IRegressionProblemData problemData, out string errorMessage); string TargetVariable { get; set; } event EventHandler TargetVariableChanged; } }