| 1 | #region License Information
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| 2 | /* HeuristicLab
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| 3 | * Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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| 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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| 25 | public class Parkinsons : UCIDataDescriptor {
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| 26 | public override string Filename { get { return "Parkinsons"; } }
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| 27 | public override string Description {
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| 28 | get {
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| 29 | return "Data Set Information:" + Environment.NewLine
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| 30 | + "This dataset is composed of a range of biomedical voice measurements from 31 people, 23 with "
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| 31 | + "Parkinson's disease (PD). Each column in the table is a particular voice measure, and each row "
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| 32 | + "corresponds one of 195 voice recording from these individuals (\"name\" column). The main aim of "
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| 33 | + "the data is to discriminate healthy people from those with PD, according to \"status\" column which "
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| 34 | + "is set to 0 for healthy and 1 for PD." + Environment.NewLine
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| 35 | + "Further details are contained in the following reference -- if you use this dataset, please cite: " + Environment.NewLine
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| 36 | + "Max A. Little, Patrick E. McSharry, Eric J. Hunter, Lorraine O. Ramig (2008), 'Suitability of "
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| 37 | + "dysphonia measurements for telemonitoring of Parkinson's disease', IEEE Transactions on Biomedical "
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| 38 | + "Engineering (to appear)." + Environment.NewLine
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| 39 | + "Note: The column \"name\" has been removed and the column \"status\" has been moved to the end.";
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| 40 | }
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| 41 | }
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| 42 | public override string Donor { get { return "M. Little"; } }
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| 43 | public override int Year { get { return 2008; } }
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| 44 |
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| 45 | protected override string TargetVariable { get { return "status"; } }
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| 46 | protected override string[] VariableNames {
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| 47 | get { return new string[] { "MDVP:Fo(Hz)", "MDVP:Fhi(Hz)", "MDVP:Flo(Hz)", "MDVP:Jitter(%)", "MDVP:Jitter(Abs)", "MDVP:RAP", "MDVP:PPQ", "Jitter:DDP", "MDVP:Shimmer", "MDVP:Shimmer(dB)", "Shimmer:APQ3", "Shimmer:APQ5", "MDVP:APQ", "Shimmer:DDA", "NHR", "HNR", "RPDE", "DFA", "spread1", "spread2", "D2", "PPE", "status" }; }
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| 48 | }
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| 49 | protected override string[] AllowedInputVariables {
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| 50 | get { return new string[] { "MDVP:Fo(Hz)", "MDVP:Fhi(Hz)", "MDVP:Flo(Hz)", "MDVP:Jitter(%)", "MDVP:Jitter(Abs)", "MDVP:RAP", "MDVP:PPQ", "Jitter:DDP", "MDVP:Shimmer", "MDVP:Shimmer(dB)", "Shimmer:APQ3", "Shimmer:APQ5", "MDVP:APQ", "Shimmer:DDA", "NHR", "HNR", "RPDE", "DFA", "spread1", "spread2", "D2", "PPE" }; }
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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 130; } }
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| 54 | protected override int TestPartitionStart { get { return 130; } }
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| 55 | protected override int TestPartitionEnd { get { return 195; } }
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| 56 | }
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| 57 | }
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