#region License Information /* HeuristicLab * Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL) * * This file is part of HeuristicLab. * * HeuristicLab is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * HeuristicLab is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with HeuristicLab. If not, see . */ #endregion namespace HeuristicLab.Problems.Instances.DataAnalysis { public class CF3 : ResourceRegressionDataDescriptor { public CF3() : base("CF3.csv") { } public override string Name { get { return "CF3"; } } public override string Description { get { return "Coefficient of friction, Publication: E. Lughofer, G. K. Kronberger, M. Kommenda, S. Saminger-Platz, " + "A. Promberger, F. Nickel, S. M. Winkler, M. Affenzeller - Robust Fuzzy Modeling and Symbolic Regression " + "for Establishing Accurate and Interpretable Prediction Models in Supervising Tribological Systems - " + "Proceedings of the 8th International Joint Conference on Computational Intelligence, Porto, Portugal, 2016, pp. 51-63"; } } protected override string TargetVariable { get { return "Cf3"; } } protected override string[] VariableNames { 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", "Cf3" }; } } protected override string[] AllowedInputVariables { get { return new string[] { "Material_Cat", "Source1", "x1", "x2", "x3", "x4", "x5", "x6", "x8", "x9", "x10", "x11", "x12", "x13", "x14", "x15", "x16", "Material", "Grooving", "Oil", "x17", "x22" }; } } protected override int TrainingPartitionStart { get { return 0; } } protected override int TrainingPartitionEnd { get { return 441; } } protected override int TestPartitionStart { get { return 441; } } protected override int TestPartitionEnd { get { return 657; } } } }