[5649] | 1 | #region License Information
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| 2 | /* HeuristicLab
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[16565] | 3 | * Copyright (C) 2002-2019 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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[5649] | 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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[6604] | 22 | using System;
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[5649] | 23 | using System.Collections.Generic;
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[16565] | 24 | using HEAL.Attic;
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| 25 |
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[5649] | 26 | namespace HeuristicLab.Problems.DataAnalysis {
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[16565] | 27 | [StorableType("ea474735-61d0-4ada-8970-ac1d78ce4d15")]
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[5649] | 28 | public interface IDiscriminantFunctionClassificationModel : IClassificationModel {
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[5736] | 29 | IEnumerable<double> Thresholds { get; }
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| 30 | IEnumerable<double> ClassValues { get; }
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[8623] | 31 | IDiscriminantFunctionThresholdCalculator ThresholdCalculator { get; }
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| 32 | void RecalculateModelParameters(IClassificationProblemData problemData, IEnumerable<int> rows);
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[6645] | 33 | // class values and thresholds can only be assigned simultanously
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[6604] | 34 | void SetThresholdsAndClassValues(IEnumerable<double> thresholds, IEnumerable<double> classValues);
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[12509] | 35 | IEnumerable<double> GetEstimatedValues(IDataset dataset, IEnumerable<int> rows);
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[5717] | 36 |
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[5649] | 37 | event EventHandler ThresholdsChanged;
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[6604] | 38 |
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| 39 | IDiscriminantFunctionClassificationSolution CreateDiscriminantFunctionClassificationSolution(IClassificationProblemData problemData);
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[5649] | 40 | }
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| 41 | }
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