Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification

Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez +1

Prototype Generation (PG) methods are typically considered for improving the efficiency of the $k$-Nearest Neighbour ($k$NN) classifier when tackling high-size corpora. Such approa…