A Major Challenge in Machine Learning Applications: Interpretability

Misconceptions Surrounding Rule Generation

A common misconception exists regarding the functioning of machine learning, particularly the belief that it “produces rules” based on data and answers. It is crucial to clarify that machine learning does not generate explicit, easily interpretable rules. Instead, it learns…