What Is Class Imbalance In Machine Learning & How To Fix It

Avoid the frustration when dealing with Imbalanced real-world datasets and learn to fix them at ease

Credits: Midjourney

What Is Class Imbalance?

Real-world datasets are messy (unlike the Scikit-Learn datasets).

Class imbalance arises when the distribution of examples across different classes is not uniform. 

In other words,…