#region License Information /* HeuristicLab * Copyright (C) 2002-2019 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.ComponentModel; using System.Linq; using System.Windows.Forms; using HeuristicLab.MainForm; using HeuristicLab.Problems.DataAnalysis.Symbolic.Views; using HeuristicLab.Problems.DataAnalysis.Views; namespace HeuristicLab.Problems.DataAnalysis.Symbolic.Regression.Views { [Content(typeof(SymbolicRegressionSolution), false)] [View("SymbolicRegressionSolution View")] public partial class SymbolicRegressionSolutionView : RegressionSolutionView { public SymbolicRegressionSolutionView() { InitializeComponent(); } protected new SymbolicRegressionSolution Content { get { return (SymbolicRegressionSolution)base.Content; } set { base.Content = value; } } protected override void SetEnabledStateOfControls() { base.SetEnabledStateOfControls(); btnSimplify.Enabled = Content != null && !Locked && Content.ProblemData.TrainingIndices.Any(); // simplification is only possible if there are trainings samples exportButton.Enabled = Content != null && !Locked; transformModelButton.Visible = Content != null && Content.ProblemData.Transformations.Any(); transformModelButton.Enabled = Content != null && !Locked; } private void btn_SimplifyModel_Click(object sender, EventArgs e) { var view = new InteractiveSymbolicRegressionSolutionSimplifierView(); view.Show(); // open view first that a progress can be displayed when setting the content view.Content = (SymbolicRegressionSolution)this.Content.Clone(); } private void exportButton_Click(object sender, EventArgs e) { var exporter = new SymbolicSolutionExcelExporter(); exportFileDialog.Filter = exporter.FileTypeFilter; if (exportFileDialog.ShowDialog(this) == DialogResult.OK) { var name = exportFileDialog.FileName; using (BackgroundWorker bg = new BackgroundWorker()) { Progress.Show(this, "Exporting solution to " + name + ".", ProgressMode.Indeterminate); bg.DoWork += (o, a) => exporter.Export(Content, name); bg.RunWorkerCompleted += (o, a) => Progress.Hide(this); bg.RunWorkerAsync(); } } } private void transformModelButton_Click(object sender, EventArgs e) { var mapper = new TransformationToSymbolicTreeMapper(); var transformator = new SymbolicExpressionTreeBacktransformator(mapper); var transformations = Content.ProblemData.Transformations; var targetVar = Content.ProblemData.TargetVariable; var transformedModel = (ISymbolicRegressionModel)transformator.Backtransform(Content.Model, transformations, targetVar); var transformedSolution = new SymbolicRegressionSolution(transformedModel, (IRegressionProblemData)Content.ProblemData.Clone()); MainFormManager.MainForm.ShowContent(transformedSolution); } } }