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source: trunk/sources/HeuristicLab.Problems.Instances.DataAnalysis/3.3/Classification/UCI/Thyroid.cs @ 14927

Last change on this file since 14927 was 14185, checked in by swagner, 8 years ago

#2526: Updated year of copyrights in license headers

File size: 2.7 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2016 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
22
23using System;
24namespace HeuristicLab.Problems.Instances.DataAnalysis {
25  public class Thyroid : UCIDataDescriptor {
26    public override string Filename { get { return "Thyroid"; } }
27    public override string Description {
28      get {
29        return "Thyroid gland data. ('normal', hypo and hyper functioning)" + Environment.NewLine + Environment.NewLine +
30        "Attr. no :" + Environment.NewLine +
31        "1: Class attribute (1 = normal, 2 = hyper, 3 = hypo)" + Environment.NewLine +
32        "2: T3-resin uptake test. (A percentage)" + Environment.NewLine +
33        "3: Total Serum thyroxin as measured by the isotopic displacement method." + Environment.NewLine +
34        "4: Total serum triiodothyronine as measured by radioimmuno assay." + Environment.NewLine +
35        "5: basal thyroid-stimulating hormone (TSH) as measured by radioimmuno assay." + Environment.NewLine +
36        "6: Maximal absolute difference of TSH value after injection of 200 micro grams of " +
37        "thyrotropin-releasing hormone as compared to the basal value." + Environment.NewLine +
38        "All attributes are continuous.";
39      }
40    }
41    public override string Donor { get { return "S. Aeberhard"; } }
42    public override int Year { get { return 1992; } }
43
44    protected override string TargetVariable { get { return "X000"; } }
45    protected override string[] VariableNames {
46      get { return new string[] { "X001", "X002", "X003", "X004", "X005", "X000" }; }
47    }
48    protected override string[] AllowedInputVariables {
49      get { return new string[] { "X001", "X002", "X003", "X004", "X005" }; }
50    }
51    protected override int TrainingPartitionStart { get { return 0; } }
52    protected override int TrainingPartitionEnd { get { return 143; } }
53    protected override int TestPartitionStart { get { return 143; } }
54    protected override int TestPartitionEnd { get { return 215; } }
55  }
56}
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