Creating and deploying models isn't the only job of a data scientist or machine learning engineer. It is also necessary to analyse the performance of any algorithm or model. Finding the best performance can assist the engineer in deciding whether to predict values on any dataset. Evaluating the performance of a model can also help it improve in the future.