Introduction to Machine Learning with R : Rigorous Mathematical analysis
Scott V. Burger
- Kolkata Shroff publishers c2018
- ix, 212 P.B
Table of contents : What is a model? -- Supervised and unsupervised machine learning -- Sampling statistics and model training in R -- Regression in a nutshell -- Neural networks in a nutshell -- Tree-based methods -- Other advanced methods -- Machine learning with the caret package -- Encyclopedia of machine learning models in caret. Includes index