In machine learning, the concept of "bias" encompasses several nuanced meanings, but when addressing the largest or most significant bias in machine learning, particularly in the context of practical applications and system deployment, data bias—or more specifically, training data bias—stands out as the most profound and impactful form. This type of bias is intricately connected