Oct 30, 2024 · The proposed strategy is tested on UCI data sets with three classical ECOC algorithms. Experiment results prove that our strategy can improve ...

This study attempts to design a dynamic ensemble selection strategy to promote the performance of ECOC algorithms.

The proposed strategy is tested on UCI data sets with three classical. ECOC algorithms. Experiment results prove that our strategy can improve the performance ...

Experiment results prove that our strategy can improve the performance of the original ECOC algorithms in most cases. A Dynamic Ensemble Selection Strategy ...

A Dynamic Ensemble Selection Strategy for Improving Error Correcting Output Codes Algorithm. Conference Paper. Dec 2019. Jiayu Zou · Kun ...

"J. Y. Zou, K. H. Liu, and Y. F. Huang, "A Dynamic Ensemble Selection Strategy for Improving Error Correcting Output Codes Algorithm," in 2019 IEEE Intl ...

In this strategy, a codematrix is generated by an ECOC algorithm firstly, and then some feature selection algorithms are deployed to select feature subsets for ...

In this strategy, a codematrix is generated by an ECOC algorithm firstly, and then some feature selection algorithms are deployed to select feature subsets for ...

In this paper, we propose an improved Dynamic Ensemble Selection (DES) procedure, which aims to enhance the OVO scheme via dynamically selecting a group of ...

Jun 1, 2022 · This paper introduces two novel strategies to recode the original code matrices with the mean values and the intervals of learners' outputs.