Machine Learning Specialist Is Working with a Media Company to Perform

Multiple Choice

Machine Learning Specialist is working with a media company to perform classification on popular articles from the company's website. The company is using random forests to classify how popular an article will be before it is published. A sample of the data being used is below. Given the dataset, the Specialist wants to convert the Day_Of_Week column to binary values. What technique should be used to convert this column to binary values?

A) Binarization
B) One-hot encoding
C) Tokenization
D) Normalization transformation