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source: trunk/sources/HeuristicLab.Modeling/3.2/IAnalyzerModel.cs @ 3508

Last change on this file since 3508 was 2370, checked in by gkronber, 15 years ago

Added enumerable type for model results and changed analyzer model, the database backend and the model analysis operators to use the enumerable type instead of hard-coded strings. #755 (Hard-coded strings for variable names of data-modeling results)

File size: 2.2 KB
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1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4 *
5 * This file is part of HeuristicLab.
6 *
7 * HeuristicLab is free software: you can redistribute it and/or modify
8 * it under the terms of the GNU General Public License as published by
9 * the Free Software Foundation, either version 3 of the License, or
10 * (at your option) any later version.
11 *
12 * HeuristicLab is distributed in the hope that it will be useful,
13 * but WITHOUT ANY WARRANTY; without even the implied warranty of
14 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
15 * GNU General Public License for more details.
16 *
17 * You should have received a copy of the GNU General Public License
18 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
19 */
20#endregion
21
22using System;
23using System.Collections.Generic;
24using System.Text;
25using HeuristicLab.Core;
26using HeuristicLab.DataAnalysis;
27
28namespace HeuristicLab.Modeling {
29  public interface IAnalyzerModel {
30    IPredictor Predictor { get; set; }
31    Dataset Dataset { get; set; }
32    string TargetVariable { get; set; }
33    ModelType Type { get; set; }
34    IEnumerable<string> InputVariables { get; }
35    IEnumerable<KeyValuePair<ModelingResult, double>> Results { get; }
36    IEnumerable<KeyValuePair<string, double>> MetaData { get; }
37    int TrainingSamplesStart { get; set; }
38    int TrainingSamplesEnd { get; set; }
39    int ValidationSamplesStart { get; set; }
40    int ValidationSamplesEnd { get; set; }
41    int TestSamplesStart { get; set; }
42    int TestSamplesEnd { get; set; }
43    void ExtractResult(IScope scope, ModelingResult result);
44    void SetResult(ModelingResult result, double value);
45    double GetResult(ModelingResult result);
46    void SetMetaData(string name, double data);
47    double GetMetaData(string name);
48    double GetVariableResult(ModelingResult result, string variableName);
49    void AddInputVariable(string variableName);
50    void SetVariableResult(ModelingResult result, string variableName, double value);
51    IEnumerable<KeyValuePair<ModelingResult, double>> GetVariableResults(string variableName);
52  }
53}
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