[CT4101]: Finish Assignment 1 LaTeX report

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2024-10-20 23:38:24 +01:00
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commit f34914d83b
9 changed files with 465 additions and 223 deletions

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@ -18,6 +18,7 @@
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",
@ -25,6 +26,19 @@
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",
@ -33,6 +47,20 @@
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",