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source: trunk/sources/HeuristicLab.Modeling/3.2/ModelingResult.cs @ 3038

Last change on this file since 3038 was 2683, checked in by gkronber, 15 years ago

Implemented operator to calculate variable impacts based on the log of variable frequencies over the whole GP run and integrated operators into default SGP and OSGP algorithms. #853 (Operator to calculate variable impacts as integral over the relative frequencies of variable references over the whole GP run and the whole population)

File size: 2.8 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
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    TrainingPearsonsCorrelationCoefficient,   //MK 10.12.09 should be removed as soon as actual ModelAnalyzer files are not needed anymore
46    TrainingPearsonCorrelationCoefficient,
47    ValidationPearsonCorrelationCoefficient,
48    TestPearsonCorrelationCoefficient,
49
50    TrainingStablePearsonsCorrelationCoefficient, //MK 10.12.09 should be removed as soon as actual ModelAnalyzer files are not needed anymore
51    TrainingStablePearsonCorrelationCoefficient,
52    ValidationStablePearsonCorrelationCoefficient,
53    TestStablePearsonCorrelationCoefficient,
54
55    TrainingSpearmansRankCorrelationCoefficient,
56    ValidationSpearmansRankCorrelationCoefficient,
57    TestSpearmansRankCorrelationCoefficient,
58
59    TrainingVarianceAccountedFor,
60    ValidationVarianceAccountedFor,
61    TestVarianceAccountedFor,
62
63    TrainingAccuracy,
64    ValidationAccuracy,
65    TestAccuracy,
66
67    TrainingTheilInequality,
68    ValidationTheilInequality,
69    TestTheilInequality,
70
71    TrainingDirectionalSymmetry,
72    ValidationDirectionalSymmetry,
73    TestDirectionalSymmetry,
74
75    TrainingWeightedDirectionalSymmetry,
76    ValidationWeightedDirectionalSymmetry,
77    TestWeightedDirectionalSymmetry,
78
79    VariableQualityImpact,
80    VariableEvaluationImpact,
81    VariableNodeImpact,
82    RelativeFrequencyVariableImpact,
83  }
84}
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