#region License Information
/* HeuristicLab
* Copyright (C) 2002-2015 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;
namespace HeuristicLab.Problems.DataAnalysis {
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);
event EventHandler ThresholdsChanged;
IDiscriminantFunctionClassificationSolution CreateDiscriminantFunctionClassificationSolution(IClassificationProblemData problemData);
}
}