/** * <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))); } }