[7824] | 1 |
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| 2 | using System;
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| 3 | namespace HeuristicLab.ExperimentGeneration.DataAnalysis.ExperimentWizard {
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| 4 | public partial class SelectAnalysisPage : HeuristicLab.ExperimentGeneration.DataAnalysis.Wizard.WizardPage {
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[8033] | 5 | private const string descMediumScenario = "Support Vector Regression \r\n" +
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| 6 | "Nu: 0.1 ... 0.9 \r\n" +
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| 7 | "Cost: 0.03125 ... 32768 \r\n" +
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| 8 | "Gama: 0.0000610352 ... 64 \r\n" +
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| 9 | "\r\n" +
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| 10 | "Random Forest Regression \r\n" +
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| 11 | "R: 0.1 ... 0.7 \r\n" +
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| 12 | "Number of trees: 250 \r\n" +
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| 13 | "\r\n" +
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| 14 | "Neural Network Regression \r\n" +
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| 15 | "Decay: 0.001 ... 100 \r\n" +
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| 16 | "NodesInFirstHiddenLayer: 1 ... 100 \r\n" +
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| 17 | "\r\n" +
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| 18 | "Offspring Selection Genetic Algorithm \r\n" +
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| 19 | "ComparisonFactorLowerBound: 1 \r\n" +
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| 20 | "MaximumEvaluatedSolutions: 500000 \r\n" +
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| 21 | "MaximumGenerations: 100 \r\n" +
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| 22 | "MutationProbability: 0.15 \r\n" +
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| 23 | "PopulationSize: 500 \r\n" +
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| 24 | "Max. Tree Depth: 8; 12; 17 \r\n" +
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| 25 | "Max. Tree Length: 25; 125; 250 \r\n";
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| 26 |
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| 27 |
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[7824] | 28 | private DataAnalysisWizardContext context;
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| 29 | public DataAnalysisWizardContext Context {
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| 30 | get { return context; }
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| 31 | }
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| 32 |
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| 33 | public SelectAnalysisPage(DataAnalysisWizardContext context) {
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| 34 | InitializeComponent();
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| 35 | this.context = context;
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[8033] | 36 | txtMediumAnalysis.Text = descMediumScenario;
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[7824] | 37 | }
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| 38 |
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| 39 | private void SelectAnalysisPage_SetActive(object sender, System.ComponentModel.CancelEventArgs e) {
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| 40 | SetWizardButton(Wizard.WizardButtons.Next);
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| 41 | }
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| 42 |
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| 43 | private void SelectAnalysisPage_WizardNext(object sender, Wizard.WizardPageEventArgs e) {
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| 44 | if (rbSmall.Checked) {
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| 45 | context.SelectedAnalysis = rbSmall.Text;
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| 46 | e.NewPage = "WizardPage";
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| 47 | } else if (rbMedium.Checked) {
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| 48 | context.SelectedAnalysis = rbMedium.Text;
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| 49 | e.NewPage = "MediumAnalysisPage";
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| 50 | } else if (rbLarge.Checked) {
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| 51 | context.SelectedAnalysis = rbLarge.Text;
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| 52 | e.NewPage = "WizardPage";
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[8033] | 53 | }
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| 54 | //else if (rbCustom.Checked) {
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| 55 | // context.SelectedAnalysis = rbCustom.Text;
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| 56 | // e.NewPage = "WizardPage";
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| 57 | //}
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| 58 | else {
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[7824] | 59 | throw new SystemException("Undefined data analysis selected.");
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| 60 | }
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| 61 | }
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| 62 | }
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| 63 | }
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