O'Reilly logo

R: Unleash Machine Learning Techniques by Cory Lesmeister, Brett Lantz, Dipanjan Sarkar, Raghav Bali

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

Chapter 6. Credit Risk Detection and Prediction – Predictive Analytics

In the previous chapter, we covered a lot of ground in the financial domain where we took up the challenge of detecting and predicting bank customers who could be potential credit risks. We now have a good idea about our main objective regarding credit risk analysis. Besides this, the substantial knowledge gained from descriptive analytics of the dataset and its features will be useful for predictive analytics, as we had mentioned earlier.

In this chapter, we will be journeying through the world of predictive analytics, which sits at the core of machine learning and data science. Predictive analytics encompasses several things which include classification algorithms, regression ...

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