tag: 'Ensemble methods'

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    1. Jan 2024
    2. arxiv.org arxiv.org
      NGBoost: Natural Gradient Boosting for Probabilistic Prediction
      1
      1. mark.crowley 11 Jan 2024
        in Public

        You know XGBoost, but do you know NGBoost? I'd passed over this one, mentioned to me by someone wanting confidence intervals in their classification models. This could be an interesting paper to add to the ML curriculum.

        toread ece657a machine-learning ensemble-methods tree-based-methods boosting
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      • ece657a
      • ensemble-methods
      • boosting
      • toread
      • machine-learning
      • tree-based-methods

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      • mark.crowley

      URL

      arxiv.org/pdf/1910.03225.pdf
    3. Jul 2019
    4. machinelearningmastery.com machinelearningmastery.com
      Ensemble Machine Learning Algorithms in Python with scikit-learn
      1
      1. intelligence.refinery 04 Jul 2019
        in Public
        Ensemble Machine Learning Algorithms in Python with scikit-learn

        Read on July 4, 2019

        Machine learning Ensemble methods Machine Learning Mastery
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      Tags

      • Ensemble methods
      • Machine learning
      • Machine Learning Mastery

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      • intelligence.refinery

      URL

      machinelearningmastery.com/ensemble-machine-learning-algorithms-python-scikit-learn/
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