#region License Information /* HeuristicLab * Copyright (C) 2002-2019 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("ea474735-61d0-4ada-8970-ac1d78ce4d15")] public interface IDiscriminantFunctionClassificationModel : IClassificationModel { IEnumerable Thresholds { get; } IEnumerable ClassValues { get; } IDiscriminantFunctionThresholdCalculator ThresholdCalculator { get; } void RecalculateModelParameters(IClassificationProblemData problemData, IEnumerable rows); // class values and thresholds can only be assigned simultanously void SetThresholdsAndClassValues(IEnumerable thresholds, IEnumerable classValues); IEnumerable GetEstimatedValues(IDataset dataset, IEnumerable rows); IEnumerable GetEstimatedClassValues(IEnumerable estimatedValues); event EventHandler ThresholdsChanged; IDiscriminantFunctionClassificationSolution CreateDiscriminantFunctionClassificationSolution(IClassificationProblemData problemData); } }