Feature selection for SUNNY: A study on the algorithm selection library

Conference object English OPEN
Amadini , Roberto; Biselli , Fabio; Gabbrielli , Maurizio; Liu , Tong; Mauro , Jacopo;
  • Publisher: IEEE Computer Society
  • Related identifiers: doi: 10.1109/ICTAI.2015.18
  • Subject: Algorithm Portfolio | Algorithm Selection | Software | [ INFO ] Computer Science [cs] | Machine Learning | Feature Selection | Artificial Intelligence | Computer Science Applications1707 Computer Vision and Pattern Recognition

International audience; Given a collection of algorithms, the Algorithm Selection (AS) problem consists in identifying which of them is the best one for solving a given problem. The selection depends on a set of numerical features that characterize the problem to solve.... View more