Ensemble learning is a kind of state-of-the-art machine learning method. It is well known that an ensemble is usually more accurate than a single learner, and ensemble methods have already achieved great success in many real-world tasks.
Here, I recommend a book of Ensemble Learning written by Professor Zhi-Hua Zhou (https://cs.nju.edu.cn/zhouzh/).
Here is the book on Amazon:
@book{zhou2012ensemble,
title={Ensemble methods: foundations and algorithms},
author={Zhou, Zhi-Hua},
year={2012},
publisher={CRC press}
}
Continue reading “Ensemble Methods: Foundations and Algorithms”