Changeset 14927 for branches/PersistenceReintegration/HeuristicLab.Algorithms.DataAnalysis/3.4/Linear/LinearRegression.cs
- Timestamp:
- 05/04/17 17:19:35 (7 years ago)
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branches/PersistenceReintegration/HeuristicLab.Algorithms.DataAnalysis/3.4/Linear/LinearRegression.cs
r14845 r14927 28 28 using HeuristicLab.Data; 29 29 using HeuristicLab.Optimization; 30 using HeuristicLab.Persistence .Default.CompositeSerializers.Storable;30 using HeuristicLab.Persistence; 31 31 using HeuristicLab.Problems.DataAnalysis; 32 32 using HeuristicLab.Problems.DataAnalysis.Symbolic; … … 39 39 [Item("Linear Regression (LR)", "Linear regression data analysis algorithm (wrapper for ALGLIB).")] 40 40 [Creatable(CreatableAttribute.Categories.DataAnalysisRegression, Priority = 100)] 41 [Storable Class]41 [StorableType("7c7ea61f-583d-4edc-bd89-485ef0fed1de")] 42 42 public sealed class LinearRegression : FixedDataAnalysisAlgorithm<IRegressionProblem> { 43 43 private const string LinearRegressionModelResultName = "Linear regression solution"; … … 100 100 int nVarCoeff = doubleVariables.Count(); 101 101 var tree = LinearModelToTreeConverter.CreateTree(factorVariables, coefficients.Take(nFactorCoeff).ToArray(), 102 doubleVariables.ToArray(), coefficients.Skip(nFactorCoeff).Take(nVarCoeff).ToArray(), 102 doubleVariables.ToArray(), coefficients.Skip(nFactorCoeff).Take(nVarCoeff).ToArray(), 103 103 @const: coefficients[nFeatures]); 104 104 105 105 SymbolicRegressionSolution solution = new SymbolicRegressionSolution(new SymbolicRegressionModel(problemData.TargetVariable, tree, new SymbolicDataAnalysisExpressionTreeLinearInterpreter()), (IRegressionProblemData)problemData.Clone()); 106 106 solution.Model.Name = "Linear Regression Model";
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