• A
  • A
  • A
  • ABC
  • ABC
  • ABC
  • А
  • А
  • А
  • А
  • А
Regular version of the site

Book chapter

Can FCA-based Recommender System Suggest a Proper Classifier?

P. 17-26.
Kashnitsky Y., Ignatov D. I.

The paper briefly introduces multiple classifier systems and describes a new algorithm, which improves classification accuracy by means of recommendation of a proper algorithm to an object classification. This recommendation is done assuming that a classifier is likely to predict the label of the object correctly if it has correctly classified its neighbors. The process of assigning a classifier to each object is based on Formal Concept Analysis. We explain the idea of the algorithm with a toy example and describe our first experiments with real-world datasets. 

 

In book

Edited by: S. Kuznetsov, A. Napoli, S. Rudolph. Vol. 1257. Prague: CEUR Workshop Proceedings, 2014.