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source: trunk/sources/HeuristicLab.Problems.Instances.DataAnalysis/3.3/Classification/UCI/Vertebral_3C.cs @ 10614

Last change on this file since 10614 was 9456, checked in by swagner, 12 years ago

Updated copyright year and added some missing license headers (#1889)

File size: 3.0 KB
RevLine 
[8903]1#region License Information
2/* HeuristicLab
[9456]3 * Copyright (C) 2002-2013 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
[8903]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;
23
24namespace HeuristicLab.Problems.Instances.DataAnalysis {
[9208]25  public class Vertebral_3C : UCIDataDescriptor {
26    public override string Filename { get { return "Vertebral_3C"; } }
27    public override string Description {
[8903]28      get {
29        return "Data Set Information:" + Environment.NewLine
30        + "Biomedical data set built by Dr. Henrique da Mota during a medical residence "
31        + "period in the Group of Applied Research in Orthopaedics (GARO) of the Centre "
32        + "Médico-Chirurgical de Réadaptation des Massues, Lyon, France. The data have been "
33        + "organized in two different but related classification tasks. The first task consists "
34        + "in classifying patients as belonging to one out of three categories: Normal (100 patients), "
35        + "Disk Hernia (60 patients) or Spondylolisthesis (150 patients)." + Environment.NewLine
36        + "Each patient is represented in the data set by six biomechanical attributes derived from "
37        + "the shape and orientation of the pelvis and lumbar spine (in this order): pelvic incidence, "
38        + "pelvic tilt, lumbar lordosis angle, sacral slope, pelvic radius and grade of spondylolisthesis." + Environment.NewLine
39        + "Note: Normal has the value '0', Spondylolisthesis is '1' and Disk Hernia = '2'.";
40      }
41    }
[9208]42    public override string Donor { get { return "H. da Mota"; } }
43    public override int Year { get { return 2011; } }
44
45    protected override string TargetVariable { get { return "class"; } }
46    protected override string[] VariableNames {
47      get { return new string[] { "pelvic_incidence", "pelvic_tilt", "lumbar_lordosis_angle", "sacral_slope", "pelvic_radius", "degree_1", "class" }; }
48    }
49    protected override string[] AllowedInputVariables {
50      get { return new string[] { "pelvic_incidence", "pelvic_tilt", "lumbar_lordosis_angle", "sacral_slope", "pelvic_radius", "degree_1" }; }
51    }
52    protected override int TrainingPartitionStart { get { return 0; } }
53    protected override int TrainingPartitionEnd { get { return 207; } }
54    protected override int TestPartitionStart { get { return 207; } }
55    protected override int TestPartitionEnd { get { return 310; } }
[8903]56  }
57}
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