本研究针对传统生存模型无法有效整合纵向生物标志物动态信息、且难以处理复杂非线性关系的临床预测难题，创新性地将Landmarking动态预测框架与梯度提升树（Gradient Boosting）机器学习算法相结合，提出了Landmarking Gradient Boosting Model (LGBM)。通过模拟研究与真实肾 ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the gradient boosting regression technique, where the goal is to predict a single numeric value. Compared to ...

In this video presentation, our good friend Jon Krohn, Co-Founder and Chief Data Scientist at the machine learning company Nebula, is joined by Kirill Eremenko to walk listeners through why decision ...

An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings ...