1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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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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22 | namespace HeuristicLab.Problems.Instances.DataAnalysis {
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23 | public class CF2 : ResourceRegressionDataDescriptor {
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24 | public override string Name { get { return "CF2"; } }
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25 | public override string Description {
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26 | get {
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27 | return "Coefficient of friction, Publication: E. Lughofer, G. K. Kronberger, M. Kommenda, S. Saminger-Platz, " +
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28 | "A. Promberger, F. Nickel, S. M. Winkler, M. Affenzeller - Robust Fuzzy Modeling and Symbolic Regression " +
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29 | "for Establishing Accurate and Interpretable Prediction Models in Supervising Tribological Systems - " +
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30 | "Proceedings of the 8th International Joint Conference on Computational Intelligence, Porto, Portugal, 2016, pp. 51-63";
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31 | }
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32 | }
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33 | protected override string TargetVariable { get { return "Cf2"; } }
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34 | protected override string[] VariableNames {
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35 | get { return new string[] { "Partition", "Source1", "Source2", "x1", "Material_Cat", "x2", "x3", "x4", "x5", "x6", "x7", "x8", "x9", "x10", "x11", "x12", "x13", "x14", "x15", "x16", "Material", "Grooving", "Oil", "x17", "x18", "x19", "x20", "x21", "x22", "Cf2"
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36 | };
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37 | }
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38 | }
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39 |
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40 | protected override string[] AllowedInputVariables {
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41 | get { return new string[] { "Material_Cat",
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42 | "Source1", "x1", "x2", "x3", "x4", "x5", "x6", "x7", "x8", "x9", "x10", "x11", "x12", "x13", "x14", "x15", "x16",
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43 | "Material", "Grooving", "Oil",
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44 | "x17", "x18", "x19", "x20", "x21", "x22" }; }
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45 | }
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46 | protected override int TrainingPartitionStart { get { return 0; } }
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47 | protected override int TrainingPartitionEnd { get { return 2196; } }
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48 | protected override int TestPartitionStart { get { return 2196; } }
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49 | protected override int TestPartitionEnd { get { return 2921; } }
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50 | }
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51 | }
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