IEEE

Optimizing Multiclass Classification for Obesity Type Prediction Using Robust Machine Learning and Feature Selection to Enhance Healthcare

Abstract: Obesity, a chronic condition influenced by genetic, behavioral, and environmental factors, affects one in eight individuals globally, significantly increasing the risk of diabetes, heart ...
IEEE

Adaptive Weighted Double Uncertainty Incrementally Active Learning for Multi-class Imbalanced Data

Abstract: Active learning can effectively reduce the cost of labeling while enhancing model classification performance. However, prior studies have indicated that imbalanced class distributions ...