Practical Lessons from Predicting Clicks on Ads at Facebook
Predicting clicks facebook predicting-clicks-facebook.pdf 774 KB
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[https://www.jinyudujoy.com/content/files/2022/02/predicting-clicks-facebook.pdf]
Machine Learning
Follow The Regularized Leader
Keras documentation: FtrlKeras documentationKeras Team
[https://keras.io/api/optimizers/ftrl/]
Gradient Boost Decision Tree
GBDT的原理和应用周二、周三参加了 QCon上海2017|全球软件开发大会，听了几场机器学习相关的 Session，多次提及 GBDT（Gradient
Boost Decision Tree)，并且在模型演化历史中，都有很重要或者最重要的地位。如《Pinterest如何利用…知乎专栏文西字节跳动 架构师
[https://zhuanlan.zhihu.com/p/30339807]
Random Forest
XGBoost versus Random ForestThis article explores the superiority of XGBoost
over Random Forest subject to certain circumstances.Geek CultureAman Gupta
[https://medium.com/geekculture/xgboost-versus-random-forest-898e42870f30]