UNVEILING DIABETES ONSET: OPTIMIZED XGBOOST WITH BAYESIAN OPTIMIZATION FOR ENHANCED PREDICTION.

Diabetes, a chronic condition affecting millions worldwide, necessitates early intervention to prevent severe complications.While accurately predicting diabetes onset or progression remains challenging due to complex and imbalanced datasets, recent advancements in machine learning offer potential solutions.Traditional prediction models, Accent Tabl

The Greater Bird-of-Paradise Floor Powders and Solutions (Paradisaea apoda) is a bird that performs a courtship display (lekking) to attract females during the mating season.The objective of this study was to examine the display behavior of adult and sub-adult males on lek trees as a learning process by a sub-adult and identify the lek trees.The re