What is ‘Overfitting’ in Machine learning?

• A. when a statistical model describes random error or noise instead of underlying relationship ‘overfitting’ occurs.
• B. Robots are programed so that they can perform the task based on data they gather from sensors.
• C. While involving the process of learning ‘overfitting’ occurs.
• D. a set of data is used to discover the potentially predictive relationship