1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2016 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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4 | *
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5 | * This file is part of HeuristicLab.
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6 | *
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7 | * HeuristicLab is free software: you can redistribute it and/or modify
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8 | * it under the terms of the GNU General Public License as published by
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9 | * the Free Software Foundation, either version 3 of the License, or
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10 | * (at your option) any later version.
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11 | *
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12 | * HeuristicLab is distributed in the hope that it will be useful,
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13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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15 | * GNU General Public License for more details.
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16 | *
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17 | * You should have received a copy of the GNU General Public License
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18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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19 | */
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20 | #endregion
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21 |
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22 | using System.Collections.Generic;
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23 | using HeuristicLab.Persistence;
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24 |
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25 | namespace HeuristicLab.Problems.DataAnalysis {
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26 | [StorableType("6d6eb8bf-d40a-49a0-904a-692024a039a5")]
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27 | public interface IClassificationProblemData : IDataAnalysisProblemData {
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28 | string TargetVariable { get; set; }
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29 |
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30 | IEnumerable<string> ClassNames { get; }
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31 | string PositiveClass { get; set; }
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32 | IEnumerable<double> ClassValues { get; }
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33 | int Classes { get; }
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34 |
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35 | string GetClassName(double classValue);
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36 | double GetClassValue(string className);
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37 | void SetClassName(double classValue, string className);
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38 |
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39 | double GetClassificationPenalty(string correctClass, string estimatedClass);
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40 | double GetClassificationPenalty(double correctClassValue, double estimatedClassValue);
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41 | void SetClassificationPenalty(string correctClassName, string estimatedClassName, double penalty);
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42 | void SetClassificationPenalty(double correctClassValue, double estimatedClassValue, double penalty);
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43 | }
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44 | }
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