/// <summary>
/// Initializes the positive only dataset.
/// </summary>
private void InitializePositiveOnlyDataset()
{
this.positiveOnlyDataset = new PositiveOnlyDataset
{
Observations = new List <Tuple <string, string> >
{
Tuple.Create("u0", "i0"),
Tuple.Create("u0", "i1"),
Tuple.Create("u0", "i4"),
Tuple.Create("u1", "i3"),
Tuple.Create("u1", "i4"),
Tuple.Create("u2", "i2"),
}
};
}
/// <summary>
/// Extracts an item from a given instance.
/// </summary>
/// <param name="instanceSource">The instance source providing the <paramref name="instance"/>.</param>
/// <param name="instance">The instance to extract the item from.</param>
/// <returns>The extracted item.</returns>
public string GetItem(PositiveOnlyDataset instanceSource, Tuple <string, string> instance)
{
return(instance.Item2);
}
/// <summary>
/// Retrieves a list of instances from a given instance source.
/// </summary>
/// <param name="instanceSource">The source to retrieve instances from.</param>
/// <returns>The list of retrieved instances.</returns>
public IEnumerable <Tuple <string, string> > GetInstances(PositiveOnlyDataset instanceSource)
{
return(instanceSource.Observations);
}
