| 1 | #region License Information
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| 2 | /* HeuristicLab
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| 3 | * Copyright (C) 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 CF2() : base("CF2.csv") { }
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| 25 | public override string Name { get { return "CF2"; } }
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| 26 | public override string Description {
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| 27 | get {
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| 28 | return "Coefficient of friction, Publication: E. Lughofer, G. K. Kronberger, M. Kommenda, S. Saminger-Platz, " +
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| 29 | "A. Promberger, F. Nickel, S. M. Winkler, M. Affenzeller - Robust Fuzzy Modeling and Symbolic Regression " +
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| 30 | "for Establishing Accurate and Interpretable Prediction Models in Supervising Tribological Systems - " +
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| 31 | "Proceedings of the 8th International Joint Conference on Computational Intelligence, Porto, Portugal, 2016, pp. 51-63";
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| 32 | }
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| 33 | }
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| 34 | protected override string TargetVariable { get { return "Cf2"; } }
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| 35 | protected override string[] VariableNames {
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| 36 | 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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| 37 | };
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| 38 | }
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| 39 | }
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| 40 |
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| 41 | protected override string[] AllowedInputVariables {
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| 42 | get { return new string[] { "Material_Cat",
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| 43 | "Source1", "x1", "x2", "x3", "x4", "x5", "x6", "x7", "x8", "x9", "x10", "x11", "x12", "x13", "x14", "x15", "x16",
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| 44 | "Material", "Grooving", "Oil",
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| 45 | "x17", "x18", "x19", "x20", "x21", "x22" }; }
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| 46 | }
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| 47 | protected override int TrainingPartitionStart { get { return 0; } }
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| 48 | protected override int TrainingPartitionEnd { get { return 2196; } }
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| 49 | protected override int TestPartitionStart { get { return 2196; } }
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| 50 | protected override int TestPartitionEnd { get { return 2921; } }
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| 51 | }
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| 52 | }
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