Fig 3. Identification of a layer of border points in our proposed method (DBI).

(a) The input classes of a synthetic 2-dimensional dataset set. (b) The calculated core scores for all points of the dataset. (c) The three identified types of points; i.e. border points (red), core points (green) and outliers (black). (d) The final reduced training set.