Oh god...I remember my first project I just ran an ML algorithm against the dataset, got high accuracy, boasted to colleagues, and then explored the dataset onl

Oh god...I remember my first project I just ran an ML algorithm against the dataset, got high accuracy, boasted to colleagues, and then explored the dataset only to realize it was highly unbalanced. So embarrassing.