Asitha Thumpati

Towards Optimizing Performance of Machine Learning Algorithms on Unbalanced Dataset

2023

Imbalanced data, a common occurrence in real-world datasets, presents a challenge for machine learning classification models. These models are typically designed with the assumption of balanced class distributions, leading to lower predictive performance when faced …