Question

State if the following statement is True or False:
``Clustering Techniques apply when the instances are to be divided into natural groups.''

Hint:

Clustering = dividing data into meaningful natural groups without labels.

Answer 1

Clustering is an unsupervised learning technique used to group similar data points together based on their features.
The goal is to find natural groupings or patterns in the data without any predefined labels.
For example, clustering can be used to group customers with similar purchasing habits or segment images into regions.
The statement correctly describes the main purpose of clustering techniques.
Therefore, the statement is True.