Which of the following is true of the supervised model of analytics?
A) In a supervised model, all data is unlabeled.
B) Association analysis and collaborative filtering are typical examples of the supervised model of analytics.
C) A supervised model is one that consists of a defined target variable.
D) A supervised model typically employs clustering methods to identify patterns in data.

Question

Quizplus · Accepted Answer

A supervised model is characterized by the presence of a defined target variable which the model attempts to predict or classify based on the input features. This is in contrast to unsupervised models, where data is not labeled and the model tries to identify patterns without any specific target variable.

Which of the Following Is True of the Supervised Model