Getting ready

Let's quickly take a look at the metrics that can be used to measure the quality of a regressor. A regressor can be evaluated using many different metrics. There is a module in the scikit-learn library that provides functionalities to compute all the following metrics. This is the sklearn.metrics module, which includes score functions, performance metrics, pairwise metrics, and distance computations.