Simulation study for evaluating different imputation methods
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Updated
Feb 8, 2023 - R
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iterativeimputer
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When signaficant amount of data are missing, what can we do? Impute the missing data with mean or median? Actually, Scikit-Learn provides two powerful imputers, KNNImputer and IterativeImputer, which can do this work effectively.
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Aug 28, 2023 - Jupyter Notebook
مشروع تحليل وتنظيف بيانات طبية باستخدام تقنيات الذكاء الاصطناعي مثل LightGBM وIterativeImputer، يشمل معالجة بيانات ضخمة بأكثر من 760 ألف سجل و92 عمود.
python data-science machine-learning big-data scikit-learn pandas lightgbm data-cleaning missing-values medical-data healthcare-ai iterativeimputer
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Aug 11, 2025 - Jupyter Notebook
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