Question

Define problem category for below problem statement
"A chemist wants to find some interesting patterns in which patients are behaving upon administering the drug"

Answer 1

Category of Unsupervised Learning Problem

Explanation:

• Unsupervised learning is the technique or tool, which finds the patterns in the unlabelled data or the data which lacks the defined measure of response.
• In this learning, the information is less regarding objects. So, tries to find some similarities among the groups of objects and involve them in a right cluster which is known as segmentation clustering.
• The kind of chemist problem statement falls under the category of the unsupervised learning problem.
• In the case, the chemist does not focus on pre- determined attributes nor predict the target value. Instead chemist wants to find a hidden structure as well as relation in the data.