Classification Basics Quiz (Easy)

What is classification in machine learning?

What is Binary Classification in Machine Learning?

Multi-class Classification differs from Binary Classification in that it:

What is Imbalance Class Classification?

Which of the following is a common way to address Class Imbalance?

When using k-Nearest Neighbors (k-NN) for classification, a critical issue with high dimensionality (Curse of Dimensionality) is:

Explain the concept of “precision-recall trade-off” and its relevance in classification models

In the One-vs-One approach for multi-class classification, how are models built and how is the final prediction made?

In the One-vs-Rest approach for multi-class classification, how are models built and how is the final prediction made?

What is the primary distinction between multi-class and multi-label classification problems?