What is a model? -- Supervised and unsupervised machine learning -- Sampling statistics and model training in R -- Regre
2,545 171 4MB
English Pages ix, 212 pages : illustrations ; 24 cm Year 2018
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.