A Boosting-Based Prototype Weighting and Selection Scheme

May 2000

Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2000)

Volume

Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2000)

All Papers

Prototype selection is an interesting data mining problem. We present in this paper a new approach to prototype selection, inspired by a recent classification technique known as boosting, whose ideas were previously unused in that field.