A Study on the Noise Label Influence in Boosting Algorithms: AdaBoost, GBM and XGBoost

Anabel Gómez-Ríos, Julián Luengo, Francisco Herrera. A Study on the Noise Label Influence in Boosting Algorithms: AdaBoost, GBM and XGBoost. In Francisco Javier Martínez de Pisón, Rubén Urraca-Valle, Héctor Quintián, Emilio Corchado, editors, Hybrid Artificial Intelligent Systems - 12th International Conference, HAIS 2017, La Rioja, Spain, June 21-23, 2017, Proceedings. Volume 10334 of Lecture Notes in Computer Science, pages 268-280, Springer, 2017. [doi]

Abstract

Abstract is missing.