@manual{scikit_randomforestregressor,
    author  = "scikit-learn Documentation",
    title   = "\texttt{RandomForestRegressor} API Reference",
    url     = "https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestRegressor.html",
    urldate = "2024-11-24"
}

@manual{scikit_modelevaluation,
    author  = "scikit-learn Documentation",
    title   = "Model Evaluation",
    url     = "https://scikit-learn.org/stable/modules/model_evaluation.html",
    urldate = "2024-11-24"
}

@manual{scikit_gradientboostingregressor,
    author  = "scikit-learn Documentation",
    title   = "\texttt{GradientBoostingRegressor} API Reference",
    url     = "https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingRegressor.html",
    urldate = "2024-11-24"
}

@online{scikit_ensembles,
    author  = "scikit-learn Documentation",
    title   = "Ensembles: Gradient boosting, random forests, bagging, voting, stacking",
    url     = "https://scikit-learn.org/stable/modules/ensemble.html",
    urldate = "2024-11-24"
}

@online{scikit_cross_validate,
    author  = "scikit-learn Documentation",
    title   = "\texttt{cross\_validate}",
    url     = "https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_validate.html",
    urldate = "2024-11-24"
}


@article{breiman,
    author  = "Breiman, Leo",
    title   = "Random Forests",
    journal = "Machine Learning",
    year    = "2001",
    volume  = "45",
    page    = "5-32",
}

@online{ibm_randomforest,
    author  = "IBM",
    title   = "What is random forest?",
    url     = "https://www.ibm.com/topics/random-forest",
    urldate = "2024-10-06"
}

@book{understandingML,
    title       = "Understanding Machine Learning: From Theory to Algorithms",
    author      = "Shalev-Shwartz, Shai and Ben-David, Shai",
    year        = "2014",
    publisher   = "Cambridge University Press",
    % url         = "https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/copy.html"
}

@unpublished{glavo,
  author       = {Frank Glavin},
  title        = {Machine Learning: Regression},
  year         = {2024},
  note         = {Lecture slides, University of Galway}
}