Web Reference: This video is part of an online course, Intro to Artificial Intelligence. Check out the course here: https://www.udacity.com/course/cs271. Oct 18, 2024 · Some machine learning algorithms (e.g., decision trees, XGBoost, LightGBM) can handle missing data by treating missing values as a separate category or splitting data based on available variables. Sep 1, 2025 · This study contributes to the ongoing discourse in the scientific and ML communities on the optimal treatment of missing data by challenging the widely accepted norms from statistical literature. MI is regarded as a state-of-the-art method for handling missing data in statistical analysis.
YouTube Excerpt: This video is part of an online course, Intro to

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