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