Supervised Learning

In supervised learning, the dataset is a collection of labeled examples, (X, Y), where X is the feature vector and Y are the labels.

The model has to predict the Y based on given X

[!def] Examples of Supervised Learning

• Linear Regression
• Logistic Regression
• Support Vector Machine (SVM)
• Neural Network
• • Decision Tree*
• K-nearest Neighbor (KNN)
• Naive Bayes