public AssociationRules()
{
this.InitializeComponent();
viewModel = this.DataContext as ViewModel;
//PMML path
pmmlPath = "ms-appx:///PredictiveAnalytics/Data/Groceries.pmml";
//Initialize the recommended item collection
recommendedItemCollection = new Dictionary <string, object>();
//Transaction (combobox) selection changed event trigger
Transactions.SelectionChanged += Transactions_SelectionChanged;
if (!Windows.Foundation.Metadata.ApiInformation.IsTypePresent("Windows.Phone.UI.Input.HardwareButtons"))
{
//Applies style to predicted column
viewModel.PredictedColumnStyle = this.Resources["predictedColumnColor"] as Style;
if (inputDataTable == null)
{
//resource path
string resourcePath = "ms-appx:///PredictiveAnalytics/Getting Started/Association Rules";
// input data
inputDataTable = new Table(resourcePath + "/Groceries.txt", true, '\t');
// Adds content for R, C# and PMML in the resulting tab control
viewModel.RCode = new SyntaxHighlighterR().FormatCode(Windows.Storage.PathIO.
ReadTextAsync(resourcePath + "/Groceries.R").GetAwaiter().GetResult());
viewModel.CSharpCode = new SyntaxRichTextBoxCS().FormatCode(Windows.Storage.PathIO.
ReadTextAsync(resourcePath + "/Groceries.cs").GetAwaiter().GetResult());
viewModel.PMML = SyntaxHighlighterXAML.FormatCode(Windows.Storage.PathIO.ReadTextAsync(pmmlPath).GetAwaiter().GetResult());
// Resizes grid column based on its value length
this.SfDataGrid.GridColumnSizer = new GridColumnSizerExt(this.SfDataGrid);
}
//Transaction loaded event trigger
Transactions.Loaded += Transactions_Loaded;
}
else
{
Transactions.SelectedIndex = 0;
}
}
public GeneralRegression()
{
this.InitializeComponent();
viewModel = this.DataContext as ViewModel;
// PMML path
pmmlPath = "ms-appx:///PredictiveAnalytics/Data/Audit.pmml";
//Initialize the predicted breast cancer status collection
predictedAdjustedCollection = new Dictionary <string, object>();
if (!Windows.Foundation.Metadata.ApiInformation.IsTypePresent("Windows.Phone.UI.Input.HardwareButtons"))
{
//Applies style to predicted column
viewModel.PredictedColumnStyle = this.Resources["predictedColumnColor"] as Style;
if (inputDataTable == null)
{
//resource path
string resourcePath = "ms-appx:///PredictiveAnalytics/Getting Started/General Regression";
// input data
inputDataTable = new Table(resourcePath + "/Audit.csv", true, ',');
// Adds content for R, C# and PMML in the resulting tab control
viewModel.RCode = new SyntaxHighlighterR().FormatCode(Windows.Storage.PathIO.
ReadTextAsync(resourcePath + "/Audit.R").GetAwaiter().GetResult());
viewModel.CSharpCode = new SyntaxRichTextBoxCS().FormatCode(Windows.Storage.PathIO.
ReadTextAsync(resourcePath + "/Audit.cs").GetAwaiter().GetResult());
viewModel.PMML = SyntaxHighlighterXAML.FormatCode(Windows.Storage.PathIO.ReadTextAsync(pmmlPath).GetAwaiter().GetResult());
// Resizes grid column based on its value length
this.SfDataGrid.GridColumnSizer = new GridColumnSizerExt(this.SfDataGrid);
}
//InputRecord (combobox) loaded event trigger
InputRecords.Loaded += InputRecords_Loaded;
//Input record (combo box) selection changed event trigger
InputRecords.SelectionChanged += InputRecords_SelectionChanged;
}
}
public ClusteringModel()
{
this.InitializeComponent();
viewModel = this.DataContext as ViewModel;
// PMML path
pmmlPath = "ms-appx:///PredictiveAnalytics/Data/Glass.pmml";
//Initialize the predicted cluster details collection
predictedClusterDetails = new Dictionary <string, object>();
if (!Windows.Foundation.Metadata.ApiInformation.IsTypePresent("Windows.Phone.UI.Input.HardwareButtons"))
{
//Applies style to predicted column
viewModel.PredictedColumnStyle = this.Resources["predictedColumnColor"] as Style;
if (inputDataTable == null)
{
//resource path
string resourcePath = "ms-appx:///PredictiveAnalytics/Getting Started/Clustering Model";
// input data
inputDataTable = new Table(resourcePath + "/Glass.csv", true, ',');
// Adds content for R, C# and PMML in the resulting tab control
viewModel.RCode = new SyntaxHighlighterR().FormatCode(Windows.Storage.PathIO.
ReadTextAsync(resourcePath + "/Glass.R").GetAwaiter().GetResult());
viewModel.CSharpCode = new SyntaxRichTextBoxCS().FormatCode(Windows.Storage.PathIO.
ReadTextAsync(resourcePath + "/Glass.cs").GetAwaiter().GetResult());
viewModel.PMML = SyntaxHighlighterXAML.FormatCode(Windows.Storage.PathIO.ReadTextAsync(pmmlPath).GetAwaiter().GetResult());
// Resizes grid column based on its value length
this.SfDataGrid.GridColumnSizer = new GridColumnSizerExt(this.SfDataGrid);
}
//InputRecord (combobox) loaded event trigger
InputRecords.Loaded += InputRecords_Loaded;
//Input record (combobox) selection changed event trigger
InputRecords.SelectionChanged += InputRecords_SelectionChanged;
}
//Cluster size are added based on the values presented in PMML ("Glass.pmml")
viewModel.ClusterInformation = new List <ClusterDetails>();
viewModel.ClusterInformation.Add(new ClusterDetails()
{
ID = "Cluster 1", Size = 46
});
viewModel.ClusterInformation.Add(new ClusterDetails()
{
ID = "Cluster 2", Size = 26
});
viewModel.ClusterInformation.Add(new ClusterDetails()
{
ID = "Cluster 3", Size = 26
});
viewModel.ClusterInformation.Add(new ClusterDetails()
{
ID = "Cluster 4", Size = 7
});
viewModel.ClusterInformation.Add(new ClusterDetails()
{
ID = "Cluster 5", Size = 61
});
viewModel.ClusterInformation.Add(new ClusterDetails()
{
ID = "Cluster 6", Size = 5
});
}
