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, an unsupervised machine learning method, aggregates data points with similar characteristics. Its objective is to discover inherent data structures or patterns without relying on pre-existing classifications. For instance, clustering can segment customers based on their buying behaviors or partition images into distinct areas. This accurately reflects the primary function of clustering methods. Thus, the assertion is valid.