Adenodi Raphael Adewale

Cross-Validated Machine Learning Models for Smartphone Battery State-of-Health Classification

This study investigates the application of Machine Learning (ML) classification models for assessing smartphone battery State-of-Health (SoH) using temperature, usage, environment, and device-related parameters. A dataset comprising 675 observations and 15 attributes was obtained from ten smartphones, with battery SoH...