O'Reilly logo

R Machine Learning Essentials by Michele Usuelli

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Summary

In this chapter, you learned how to explore and transform the data related to a business problem. You used a clustering technique to segment the customer base of a bank and a supervised learning technique to identify a score ranking the clients. After building the machine learning model, you were able to cross validate it visualizing the ROC curve and computing the AUC index. In this way, you have been able to choose the most proper technique.

This book showed how machine learning models can solve business problems. Rather than just a tutorial, the book is a path showing the importance of machine learning, how to develop a solution, and how to solve a business problem using the techniques. I hope that the book has transmitted not only the ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required