[CT4101]: Assignment 1 Halfway Point

2024-10-07 12:59:27 +01:00
parent 983094900c
commit 71fdd283f4
3 changed files with 187 additions and 38 deletions
--- a/Learning/assignments/assignment1/latex/references.bib
+++ b/Learning/assignments/assignment1/latex/references.bib
@ -1,10 +1,58 @@
-Copy code
-@article{author2020title,
-  author = {Author, A.},
-  title = {Title of the article},
-  journal = {Journal Name},
-  year = {2020},
-  volume = {12},
-  number = {3},
-  pages = {45--67}
+% @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"
+}
+
+
+@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"
+}
+
+@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",
 }