Top 10 ways your Machine Learning models may have leakage

2020-01-28T11:43:03-06:00

Top 10 ways your Machine Learning models may have leakage Rayid Ghani, Joe Walsh, Joan Wang If you've ever worked on a real-world machine learning problem, you've probably introduced (and hopefully discovered and fixed) leakage into your system at some point. Leakage is when your model has access to data at training/building time that it [...]