#region License Information
/* HeuristicLab
* Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
*
* This file is part of HeuristicLab.
*
* HeuristicLab is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* HeuristicLab is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with HeuristicLab. If not, see .
*/
#endregion
using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.DataAnalysis;
namespace HeuristicLab.GP.Classification {
public class ROCAnalyser : OperatorBase {
private ItemList values;
public override string Description {
get { return @"Calculate TPR & FPR for various treshholds on dataset"; }
}
public ROCAnalyser()
: base() {
AddVariableInfo(new VariableInfo("Values", "Item list holding the estimated and orignial values for the ROCAnalyser", typeof(ItemList), VariableKind.In));
AddVariableInfo(new VariableInfo("ROCValues", "The values of the ROCAnalyzer, namely TPR & FPR", typeof(ItemList), VariableKind.New | VariableKind.Out));
}
public override IOperation Apply(IScope scope) {
ItemList values = GetVariableValue("Values", scope, true);
ItemList rocValues = GetVariableValue("ROCValues", scope, false, false);
if (rocValues == null) {
rocValues = new ItemList();
IVariableInfo info = GetVariableInfo("ROCValues");
if (info.Local)
AddVariable(new HeuristicLab.Core.Variable(info.ActualName, rocValues));
else
scope.AddVariable(new HeuristicLab.Core.Variable(scope.TranslateName(info.FormalName), rocValues));
} else
rocValues.Clear();
//calculate new ROC Values
return null;
}
}
}