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Tag: data augmentation

Machine Learning - Data Mining, Preparatory PhaseLeave a comment

Imbalanced Learning: sampling techniques

May 24, 2020April 10, 2022 Tung.M.Phung

Various types of sampling techniques for imbalanced datasets are discussed in depth with examples and analysis. Get yourself familiar with over-/under-sampling, SMOTE, ADA-SYN, sampling with cleaning, boosting, clustering, and more. Continue reading Imbalanced Learning: sampling techniques

Machine Learning - Data Mining, Regression ModelsLeave a comment

Regularization for Linear regression

October 5, 2019July 31, 2020 Tung.M.Phung

We tackle Regularization for Linear Regression by answering 5 questions: What, When, Where, How, and Why? Continue reading Regularization for Linear regression