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[CT4101]: Assignment 2 completion

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Aindréas Ó hAodha
2024-11-26 18:45:57 +00:00
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year4/semester1/CT4101: Machine Learning/assignments/assignment2/latex/references.bib
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@ -2,23 +2,38 @@
author = "scikit-learn Documentation",
title = "\texttt{RandomForestRegressor} API Reference",
url = "https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestRegressor.html",
urldate = "2024-11-03"
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 = "2024-11-03"
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 = "2024-11-03"
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",
@ -27,3 +42,25 @@
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@unpublished{glavo,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}
}