Open Internet by MindsNet

Addressing Confounding Variables in Machine Learning Models

The article highlights the issue of confounders and colliders in machine learning models, which can lead to incorrect conclusions. This is a common problem in data science that affects model reliability. Behavioural data science provides insights into trusting models despite these limitations.

Computing & Technology, Computer Science, Machine Learning