Supervised Learning Quiz

What are the two main types of supervised learning discussed in the video?

• Reinforcement Learning and Classification

• Classification and Regression

• Clustering and Dimensionality Reduction

• Regression and Clustering

In the context of classification, what is the process of mapping inputs to?

• Continuous values

• Infinite numbers

• Discrete labels

• Random variables

Which of the following is an example of a classification task?

• Estimating the age of a tree

• Calculating the area of a circle

• Predicting the stock market trends

• Classifying an image as male or female

What is the main difference between classification and regression?

• Classification maps inputs to continuous values, while regression maps to discrete labels

• Classification maps inputs to discrete labels, while regression maps to continuous values

• Both map inputs to discrete labels

• Both map inputs to continuous values

Which of the following best describes regression?

• Mapping inputs to binary outcomes

• Mapping inputs to a potentially infinite number of real numbers

• Mapping inputs to random variables

• Mapping inputs to a small number of discrete values