Working principle of Decision Tree

What is the primary purpose of a decision tree classifier?

Explain how a decision tree uses features to make predictions.

Describe the concept of a pure subset in the context of decision trees.

How does a decision tree handle uncertainty in predictions?

What are the three types of nodes in a decision tree?

What factors can lead to incorrect predictions by a decision tree?

What is the role of the random forest algorithm in improving predictions?