[5662] | 1 | #region License Information
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| 2 | /* HeuristicLab
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[17181] | 3 | * Copyright (C) Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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[5662] | 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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[13976] | 22 | using System;
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[5662] | 23 | using System.Collections.Generic;
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[17097] | 24 | using HEAL.Attic;
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| 25 |
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[5662] | 26 | namespace HeuristicLab.Problems.DataAnalysis {
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[17097] | 27 | [StorableType("50848b49-340b-460a-981c-b3eb436c5bcf")]
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[5662] | 28 | public interface IRegressionEnsembleModel : IRegressionModel {
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[6520] | 29 | void Add(IRegressionModel model);
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[13976] | 30 | void Add(IRegressionModel model, double weight);
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| 31 | void AddRange(IEnumerable<IRegressionModel> models);
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| 32 | void AddRange(IEnumerable<IRegressionModel> models, IEnumerable<double> weights);
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| 33 |
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[6612] | 34 | void Remove(IRegressionModel model);
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[13976] | 35 | void RemoveRange(IEnumerable<IRegressionModel> models);
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| 36 |
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[5662] | 37 | IEnumerable<IRegressionModel> Models { get; }
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[13976] | 38 | IEnumerable<double> ModelWeights { get; }
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| 39 |
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| 40 | double GetModelWeight(IRegressionModel model);
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| 41 | void SetModelWeight(IRegressionModel model, double weight);
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| 42 |
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| 43 | bool AverageModelEstimates { get; set; }
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| 44 |
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| 45 | event EventHandler Changed;
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| 46 |
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[12702] | 47 | IEnumerable<IEnumerable<double>> GetEstimatedValueVectors(IDataset dataset, IEnumerable<int> rows);
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[13976] | 48 | IEnumerable<double> GetEstimatedValues(IDataset dataset, IEnumerable<int> rows, Func<int, IRegressionModel, bool> modelSelectionPredicate);
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[5662] | 49 | }
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| 50 | }
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