Machine learning with R : expert techniques for predictive modeling / Brett Lantz.Publisher: Birmingham, UK : Packt, Copyright date: 2019Edition: Third edition.Description: xiii, 437 pages : illustrations ; 24 cm.Content type: text Media type: unmediated Carrier type: volumeISBN: 9781788295864; 1788295862.Subject(s): Machine learning | R (Computer program language) | Machine learning | R (Computer program language)LOC classification: Q325.5 | .L367 2019
|Item type||Current location||Call number||Copy number||Status||Date due||Barcode||Item holds|
|BOOK||NCAR Library Foothills Lab||Q325.5 .L367 2019||1||Available||50583020010348|
Introducing machine learning -- Managing and understanding data -- Lazy learning - classification using nearest neighbors -- Probabilistic learning - classification using naive Bayes -- Divide and conquer - classification using decision trees and rules -- Forecasting numeric data - regression methods -- Black box methods - neural networks and support vector machines -- Finding patterns - market basket analysis using association rules -- Finding groups of data - clustering with k-means -- Evaluation model performance -- Improving model performance -- Specialized machine learning topics.
Other editions of this work
|Machine learning with R : by Lantz, Brett, ©2013|