产品蚕食情形下 XGBoost 框架的理论分析
机器学习
2021-12-06 v1
摘要
本文是我们此前工作的扩展，此前我们提出了一种用于产品蚕食场景下销售预测的三阶段 XGBoost 算法。先前我们基于直觉构建该模型，并提供了其性能的经验证据。在本研究中，我们将简要回顾该算法，随后给出其工作机制背后的数学推理。
引用
@article{arxiv.2112.01566,
title = {Theoretical Analysis of an XGBoost Framework for Product Cannibalization},
author = {Gautham Bekal and Mohammad Bari},
journal= {arXiv preprint arXiv:2112.01566},
year = {2021}
}
备注
To better understand this paper please go through the previous paper, An XGBoost-Based Forecasting Framework for Product Cannibalization. This paper is an extension of the previous work