Mastering Predictive Analytics with R

Mastering predictive analytics with R

✍ Forte, Rui Miguel; Miller, James D. 📂 Library 📅 2017 🏛 Packt 🌐 English

✍ Forte, Rui Miguel;Miller, James D 📂 Library 📅 2017 🏛 Packt Publishing 🌐 English

Problems with linear regression -- Multicollinearity -- Outliers -- Feature selection -- Regularization -- Ridge regression -- Least absolute shrinkage and selection operator (lasso) -- Implementing regularization in R -- Polynomial regression -- Summary -- Chapter 4: Generalized Linear Models -- Cl

Mastering Predictive Analytics with R

📁 Mastering Predictive Analytics with R

✍ Rui Miguel Forte 📂 Library 📅 2015 🏛 Packt Publishing 🌐 English

R offers a free and open source environment that is perfect for both learning and deploying predictive modeling solutions in the real world. With its constantly growing community and plethora of packages, R offers the functionality to deal with a truly vast array of problems.<br>This book is designe

Mastering Predictive Analytics with R

📁 Mastering Predictive Analytics with R

✍ Rui Miguel Forte 📂 Library 📅 2015 🏛 Packt Publishing 🌐 English

<p><b>Master the craft of predictive modeling by developing strategy, intuition, and a solid foundation in essential concepts</b></p> <h2>About This Book</h2><ul><li>Grasp the major methods of predictive modeling and move beyond black box thinking to a deeper level of understanding</li><li>Leverage

Mastering Predictive Analytics with R

📁 Mastering Predictive Analytics with R

✍ Rui Miguel Forte 📂 Library 📅 2015 🏛 Packt Publishing 🌐 English

<p><b>Master the craft of predictive modeling by developing strategy, intuition, and a solid foundation in essential concepts</b></p> <h2>About This Book</h2><ul><li>Grasp the major methods of predictive modeling and move beyond black box thinking to a deeper level of understanding</li><li>Leverage

Mastering Predictive Analytics with R -

📁 Mastering Predictive Analytics with R - Second Edition

✍ James D. Miller, Rui Miguel Forte 📂 Library 📅 2017 🏛 Packt Publishing 🌐 English