#region License Information
/* HeuristicLab
* Copyright (C) 2002-2010 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 HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
using HeuristicLab.Optimization;
using HeuristicLab.Problems.DataAnalysis.Symbolic;
using System.Collections.Generic;
namespace HeuristicLab.Problems.DataAnalysis.Regression.Symbolic {
public interface ISymbolicRegressionEvaluator : ISingleObjectiveEvaluator {
ILookupParameter SymbolicExpressionTreeInterpreterParameter { get; }
ILookupParameter SymbolicExpressionTreeParameter { get; }
ILookupParameter RegressionProblemDataParameter { get; }
IValueLookupParameter SamplesStartParameter { get; }
IValueLookupParameter SamplesEndParameter { get; }
IValueLookupParameter UpperEstimationLimitParameter { get; }
IValueLookupParameter LowerEstimationLimitParameter { get; }
double Evaluate(ISymbolicExpressionTreeInterpreter interpreter, SymbolicExpressionTree tree,
double lowerEstimationLimit, double upperEstimationLimit,
Dataset dataset, string targetVariable, IEnumerable rows);
}
}