Decision Tree, Entropy, Information Gain, Gini Index.
source: author) Notice that only one variable, ‘Student Background’ has more than 2 levels or categories — Maths, CS, Others. It is one for the advantages of Decision Trees compared to other classification models such as Logistic Regression or SVM, that we do not need to carry out one hot encoding