This question tests your grip on the machine learning model performance nuances! Machine Learning Interview Questions are often headed towards the details. There are models with greater accuracy, which advance the power of the advance – how is it realized?
Well, model accuracy model performance is only a subset of how to do it, sometimes it’s a misguided guide. For example, if you find millions of models in a large database, if only a very small number of fraud cases, the most accurate model does not contradict any fraud. However, it will be ineffective in advance – insisting that there is no fraud on a model designed to detect fraud! Questions like these help you to demonstrate that you need to understand the model’s accuracy.