Free cookie consent management tool by TermsFeed Policy Generator

source: branches/3040_VectorBasedGP/HeuristicLab.Problems.Instances.DataAnalysis/3.3/Regression/UCITimeSeries/HydraulicConditionMonitoring.cs @ 17418

Last change on this file since 17418 was 17415, checked in by pfleck, 5 years ago

#3040 Added additional UCI instances for time series regression

File size: 2.4 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 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
22using System.Linq;
23
24namespace HeuristicLab.Problems.Instances.DataAnalysis {
25  public class HydraulicConditionMonitoring : ResourceRegressionDataDescriptor {
26    public HydraulicConditionMonitoring()
27      : base("HydraulicConditionMonitoring.csv") { }
28
29    public override string Name { get { return "Hydraulic Condition Monitoring"; } }
30    public override string Description { get { return "The data set addresses the condition assessment of a hydraulic test rig based on multi sensor data. Four fault types are superimposed with several severity grades impeding selective quantification."; } }
31    protected override string TargetVariable { get { return "Cooler condition"; } }  // or  "Valve condition", "Internal pump leakage", "Hydraulic accumulator"
32    protected override string[] VariableNames {
33      get { return AllowedInputVariables.Concat(new[] { "Cooler condition", "Valve condition", "Internal pump leakage", "Hydraulic accumulator", "stable flag" }).ToArray(); }
34    }
35    protected override string[] AllowedInputVariables {
36      get {
37        return new[] {
38          "PS1", "PS2", "PS3", "PS4", "PS5", "PS6",
39          "EPS1",
40          "FS1", "FS2",
41          "TS1", "TS2", "TS3", "TS4",
42          "VS1",
43          "CE",
44          "CP",
45          "SE"
46        };
47      }
48    }
49    protected override int TrainingPartitionStart { get { return 0; } }
50    protected override int TrainingPartitionEnd { get { return 1470; } }
51    protected override int TestPartitionStart { get { return 1470; } }
52    protected override int TestPartitionEnd { get { return 2205; } }
53  }
54}
Note: See TracBrowser for help on using the repository browser.