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02. Catatan
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IF3270 Pembelajaran Mesin
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2. ensemble
Folder: 02.-Catatan/IF3270-Pembelajaran-Mesin/2.-ensemble
5 items under this folder.
Mar 11, 2026
Adaptive Boosting (AdaBoost) - Sequential Weak Learner Fusion via Instance Weighting
Mar 11, 2026
Bagging and Random Forests - Bootstrap Sampling, Model Diversity, and Majority Voting
Mar 11, 2026
Gradient Boosting and XGBoost - Residual‑Based Additive Modeling and Gradient‑Descent Optimization
Mar 11, 2026
Heterogeneous Parallel Ensembles, Weighting Schemes, and Stacking Meta‑Learning
Mar 11, 2026
Foundations of Ensemble Learning - Concepts, Terminology, and the Wisdom of Crowds