The unit MEMBL provides the implementation of a memory based learner (also known as k-nearest neighbor modelling). More details can be found in the online help pages.

membltest

This application shows how to use a memory based learner (kNN model) to estimate a nonlinear function from sample data points (unit MEMBL). The left chart shows the generated data points of two different classes (red and blue) while the right chart shows the response of the memory based learner. The user can adjust the number of neighbors and the local interpolation method of the model.

membltest.zip (1.01 MB)

What's new:

• Release 12.0   [Dec-12, 2023]
   
  • no changes
  
  
• Release 10.7   [Aug-24, 2020]
   
  • MEMBL is now available to the public and included in the SDL Component Suite 10.7