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Category: Genetic Algorithm

  • Automated Machine Learning Using Genetic Algorithm

    Automated Machine Learning Using Genetic Algorithm

    A typical machine learning application often involves a challenging procedure composed of data preprocessing, feature extraction, architecture selection, and hyperparameter tuning. Automated machine learning, or AutoML, aims to simplify this complex process. In this project, I designed an AutoML algorithm using a cascaded architecture comprised of a Nelder-Mead method and a…