/**
* <summary> The convertInstance method takes an {@link Instance} as an input and creates a {@link java.util.Vector} attributes from continuousAttributes.
* After removing all attributes of given instance, it then adds new {@link ContinuousAttribute} by using the dot
* product of attributes Vector and the eigenvectors.</summary>
*
* <param name="instance">Instance that will be converted to {@link ContinuousAttribute} by using eigenvectors.</param>
*/
protected override void ConvertInstance(Instance.Instance instance)
{
var attributes = new Vector(instance.ContinuousAttributes());
instance.RemoveAllAttributes();
foreach (var eigenvector in _eigenvectors)
{
instance.AddAttribute(new ContinuousAttribute(attributes.DotProduct(eigenvector)));
}
}