1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2010 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 HeuristicLab.Core;
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23 | using HeuristicLab.Data;
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24 | using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
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25 | using HeuristicLab.Optimization;
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26 | using HeuristicLab.Problems.DataAnalysis.Symbolic;
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27 | using System.Collections.Generic;
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28 |
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29 | namespace HeuristicLab.Problems.DataAnalysis.Regression.Symbolic {
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30 | public interface ISymbolicRegressionEvaluator : ISingleObjectiveEvaluator {
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31 | ILookupParameter<ISymbolicExpressionTreeInterpreter> SymbolicExpressionTreeInterpreterParameter { get; }
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32 | ILookupParameter<SymbolicExpressionTree> SymbolicExpressionTreeParameter { get; }
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33 | ILookupParameter<DataAnalysisProblemData> RegressionProblemDataParameter { get; }
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34 | IValueLookupParameter<IntValue> SamplesStartParameter { get; }
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35 | IValueLookupParameter<IntValue> SamplesEndParameter { get; }
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36 | IValueLookupParameter<DoubleValue> UpperEstimationLimitParameter { get; }
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37 | IValueLookupParameter<DoubleValue> LowerEstimationLimitParameter { get; }
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38 |
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39 |
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40 | double Evaluate(ISymbolicExpressionTreeInterpreter interpreter, SymbolicExpressionTree tree,
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41 | double lowerEstimationLimit, double upperEstimationLimit,
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42 | Dataset dataset, string targetVariable, IEnumerable<int> rows);
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43 | }
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44 | }
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