Understanding the data

Similarity Based Learner for prototype selection

Selection of the best prototypes - "supermans".
SBL - performs all kind of similarity-based evaluations and optimizations.

Rules possible with:

• Variants of nearest neighbor methods with special distance functions (sums of sigmoids)

  

• Neural k-NN with large exponents in Minkovsky's distance

  

Włodzisław Duch