MLR3

How to Efficiently Learn Machine Learning Prediction Models with mlr3

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How to Efficiently Learn Machine Learning Prediction Models with mlr3

Click the “Knowledge City” above to follow us! Introduction Hello everyone! Today, I would like to share some clinical and research notes written by a radiation oncologist who often shares valuable content on X. The radiation oncology department really produces a lot of note-taking enthusiasts; this guy genuinely treats X as his notebook. Most of … Read more

Machine Learning Prediction Models and Interpretability Training Based on R’s MLR3 Framework

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Machine Learning Prediction Models and Interpretability Training Based on R's MLR3 Framework

Overview of MLR3 MLR3 Framework mlr3 is an object-oriented, extensible machine learning framework focused on regression, classification, survival analysis, and other machine learning tasks. It is the successor to mlr, providing efficient model building and comparison for machine learning. Some key features of mlr3 include: Object-Oriented Design: Implements a clean object-oriented design using R6. Optimized … Read more