Measuring bias To successfully combat bias, we must first measure its existence and understand its impact on our ML models. Several statistical methods and techniques have been developed for this purpose, each offering a different perspective on bias and fairness. Here are a few essential methods: These methods offer diverse perspectives on measuring bias and […]