---
title: "Feature Engineering and Selection: A Practical Approach for Predictive Models"
author: "Max Kuhn and Kjell Johnson"
date: "2019-06-22T02:01:22Z"
tags: [Predictive Model]
link: "https://bookdown.org/max/FES/"
length_weight: "100%"
repo: "topepo/FES"
pinned: false
---

A primary goal of predictive modeling is to find a reliable and effective predic- tive relationship between an available set of features and an outcome. This book provides an extensive set of techniques for uncovering effective representations of the features for modeling the outcome and for finding an optimal subset of features to improve a model’s predictive performance. [...] A note about this on-line text: This book is sold by Taylor & Francis Group, who owns the copyright. We will be updating this version as we find errors or typos (see the Errata). The physical copies are sold by Amazon  ...
