This simplified schematic shows the margin (black line) dividing the data set into two classes. A new datum (grey), will be classified according to its position relative to the margin.  
  Part of: Thessen A (2016) Adoption of Machine Learning Techniques in Ecology and Earth Science. One Ecosystem 1: e8621. https://doi.org/10.3897/oneeco.1.e8621