What is the purpose of k-fold cross-validation in machine learning?

What does the term "heuristics" refer to in the context of data science?

What does the Gini index measure in the context of decision trees?

In machine learning, what technique is commonly used for handling class imbalance?

What is the primary purpose of reinforcement learning in machine learning?