$36)$ Machine Learning $($ML$)$ uses algorithms and statistical models to train an Al system through patterns and trends in data sets. ML programs systems to perform tasks without explicit instructions and is a popular application of Al in data analytics. There are three machine learning approaches. Choose the best definition for supervised learning.

A$)$ Uses labeled data sets to train the algorithm to classify data or predict outcomes from a data

Set

B$)$ Uses algorithms to analyze unlabeled data sets for hidden patterns

C$)$ Focuses on decision making by rewarding desired behaviors and$/$or punishing undesired behaviors

D$)$ This hybrid approach may require human intervention.