Tackling Imbalanced Data in Machine Learning: Techniques for Accurate Predictions

Introduction Imagine you have a bag of different coloured balls - red, blue, and green. Now, imagine that you have 10 red balls, 5 blue balls, and only 1 green ball. This means that you have more red balls than blue balls and much fewer green balls. ...