Abstract: In this paper, we compare four state-of-the-art gradient boosting algorithms viz. XGBoost, CatBoost, LightGBM and SnapBoost. All these algorithms are a form of Gradient Boosting Decision ...
Abstract: Default risk divides customers into two groups-those who pay on time (non-defaulters) and those who don’t (defaulters). Recently, banks and data scientists, have employed different machine ...
The construction of sustainable road infrastructures has become an issue of concern to the international community. Road infrastructures require a large amount of non-renewable resources during the ...
Major development has been made in orthopedic surgery over the last few decades due to the application of basic research and new technologies such as biomedical engineering, digital technology, and ...
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李航老师的《统计学习方法》和周志华老师的西瓜书《机器学习》一直国内机器学习领域的经典教材 ...
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