Mitigating ML Bias through Performance Optimization
The Unseen Dangers of ML Bias: Why Performance Optimization Matters Machine learning (ML) has revolutionized numerous industries, transforming the way we live and interact with technology. However, beneath the surface of this technological marvel lies a daunting issue: ML bias. As the use of ML algorithms becomes increasingly widespread, it’s essential to acknowledge and address this problem. A staggering 80% of ML models are biased, resulting in skewed decision-making processes that can have far-reaching consequences (Bloomberg, 2022). In this blog post, we’ll delve into the world of ML bias, exploring its causes and the importance of performance optimization in mitigating its effects. ...