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source: trunk/sources/HeuristicLab.Modeling/3.2/ModelingResult.cs @ 2379

Last change on this file since 2379 was 2379, checked in by gkronber, 15 years ago

Implemented additional model quality metrics. #761

File size: 2.0 KB
Line 
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
22
23namespace HeuristicLab.Modeling {
24  public enum ModelingResult {
25    TrainingMeanSquaredError,
26    ValidationMeanSquaredError,
27    TestMeanSquaredError,
28
29    TrainingNormalizedMeanSquaredError,
30    ValidationNormalizedMeanSquaredError,
31    TestNormalizedMeanSquaredError,
32
33    TrainingMeanAbsolutePercentageError,
34    ValidationMeanAbsolutePercentageError,
35    TestMeanAbsolutePercentageError,
36
37    TrainingMeanAbsolutePercentageOfRangeError,
38    ValidationMeanAbsolutePercentageOfRangeError,
39    TestMeanAbsolutePercentageOfRangeError,
40
41    TrainingCoefficientOfDetermination,
42    ValidationCoefficientOfDetermination,
43    TestCoefficientOfDetermination,
44
45    TrainingVarianceAccountedFor,
46    ValidationVarianceAccountedFor,
47    TestVarianceAccountedFor,
48
49    TrainingAccuracy,
50    ValidationAccuracy,
51    TestAccuracy,
52
53    TrainingTheilInequality,
54    ValidationTheilInequality,
55    TestTheilInequality,
56
57    TrainingDirectionalSymmetry,
58    ValidationDirectionalSymmetry,
59    TestDirectionalSymmetry,
60
61    TrainingWeightedDirectionalSymmetry,
62    ValidationWeightedDirectionalSymmetry,
63    TestWeightedDirectionalSymmetry,
64
65    VariableQualityImpact,
66    VariableEvaluationImpact
67  }
68}
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