% @manual{scikit_classifier_comparison,
%     author  = "scikit-learn",
%     title   = "Classifier Comparison",
%     url     = "https://scikit-learn.org/stable/auto_examples/classification/plot_classifier_comparison.html",
%     urldate = "2024-10-05"
% }

@manual{scikit_randomforestclassifier,
    author  = "scikit-learn Documentation",
    title   = "\texttt{RandomForestClassifier} API Reference",
    url     = "https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestClassifier.html",
    urldate = "2024-10-06"
}

@manual{scikit_svc,
    author  = "scikit-learn Documentation",
    title   = "\texttt{SVC} API Reference",
    url     = "https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html#sklearn.svm.SVC",
    urldate = "2024-10-06"
}

@manual{scikit_svm,
    author  = "scikit-learn Documentation",
    title   = "Support Vector Machines",
    url     = "https://scikit-learn.org/stable/modules/svm.html",
    urldate = "2024-10-06"
}

@manual{scikit_kernel,
    author  = "scikit-learn Documentation",
    title   = "Plot classification boundaries with different SVM Kernels",
    url     = "https://scikit-learn.org/stable/auto_examples/svm/plot_svm_kernels.html#sphx-glr-auto-examples-svm-plot-svm-kernels-py",
    urldate = "2024-10-06"
}

@online{geekkernel,
    author  = "GeeksforGeeks",
    title   = "How to Choose the Best Kernel Function for SVMs",
    url     = "https://www.geeksforgeeks.org/how-to-choose-the-best-kernel-function-for-svms/",
    urldate = "2024-10-06"
}

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

@online{ibm_svm,
    author  = "IBM",
    title   = "What are support vector machines (SVMs)?",
    url     = "https://www.ibm.com/topics/support-vector-machine",
    urldate = "2024-10-06"
}

@online{gandhiSVM,
    author  = "Rohith Gandhi",
    title   = "Support Vector Machine — Introduction to Machine Learning Algorithms",
    url     = "https://towardsdatascience.com/support-vector-machine-introduction-to-machine-learning-algorithms-934a444fca47",
    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"
}

@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 = "2024-10-06"
}

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