Abstract: This work describes a new oracle based Dynamic Ensemble Selection (DES) method in which an Ensemble of Classifiers (EoC) is selected to predict ...
This work describes a new oracle based Dynamic Ensemble Selection (DES) method in which an Ensemble of Classifiers (EoC) is selected to predict the class of ...
A robust experimental protocol based on 30 classification problems and 20 replications have shown that the proposed DES compares favorably with 15 ...
This work describes a new oracle based Dynamic Ensemble Selection (DES) method in which an Ensemble of Classifiers (EoC) is selected to predict the class of ...
This paper is organized as follows: sections II and III show a study of concepts involved with this work: Dynamic Ensemble. Selection and Discrimination index.
Jan 28, 2020 · Dynamic ensemble selection by k-nearest local oracles with discrimination index. Pereira, Marcelo T., Britto Jr., Alceu S., Oliveira, Luiz S ...
Jun 16, 2022 · Pereira, A. Britto, L. Oliveira, and R. Sabourin, “Dynamic ensemble selection by k-nearest local oracles with discrimination index,” in 2018.
Apr 18, 2018 · Abstract:Dynamic Ensemble Selection (DES) techniques aim to select locally competent classifiers for the classification of each new test sample.
Missing: Discrimination Index.
May 17, 2018 · Dynamic Ensemble Selection (DES) techniques aim to select locally competent classifiers for the classification of each new test sample.
DESlib is an open-source python library providing the implementation of several dynamic selection techniques, and is part of the scikit-learn-contrib ...