Sure! Here are three incorrect answers to complete the multiple-choice question:
What is the simplest version of one-hot encoding in data pre-processing?
a) Convert binary categorical features to numerical using zeros and ones.
b) Assign unique sequential numbers to each category.
c) Scale each feature to a fixed range between 0 and 1.
d) Replace missing values with the median value of the feature.