$7$

$1$ point

You are working with a dataset containing various product categories. To assist your

algorithm in understanding the distribution of these categories, you decide to replace

each category with the count of its occurrences in the dataset. This method helps reveal

patterns based on how often each category appears. What is this encoding technique

called?

Label encoding

One$-$hot encoding

Frequency encoding

Ordinal encoding