Summary

In this chapter, we delved deeper into the model evaluation, which is a very important task in the predictive analytics process. We studied various techniques for model evaluation. The k-fold cross-validation (or another resampling method) is also discussed. Don't forget to always connect your evaluation strategy with the business problem you are trying to solve.
In the next chapter, we will learn about the techniques to improve the quality of our predictions.