Mastering machine learning with R : advanced machine learning techniques for building smart applications with R 3.5 /: advanced machine learning techniques for building smart applications with R 3.5. (2019)

Record Type:
Book
Title:
Mastering machine learning with R : advanced machine learning techniques for building smart applications with R 3.5 /: advanced machine learning techniques for building smart applications with R 3.5. (2019)
Main Title:
Mastering machine learning with R : advanced machine learning techniques for building smart applications with R 3.5
Further Information:
Note: Cory Lesmeister.
Authors:
Lesmeister, Cory
Contents:
Preparing and Understanding Data -- Linear Regression -- Logistic Regression -- Advanced Feature Selection in Linear Models -- K-Nearest Neighbors and Support Vector Machines -- Tree-Based Classification -- Neural Networks and Deep Learning -- Creating Ensembles and Multiclass Methods -- Cluster Analysis -- Principal Component Analysis -- Association Analysis -- Time Series and Causality -- Text Mining.
Edition:
Third edition
Publisher Details:
Birmingham : Packt Publishing Ltd
Publication Date:
2019
Extent:
1 online resource
Subjects:
519.502855133
R (Computer program language)
Machine learning
Electronic books
Languages:
English
ISBNs:
9781789613568
1789613566
Notes:
Note: Includes bibliographical references and index.
Note: Online resource; title from READ title page (OverDrive, viewed April 25, 2019).
Access Rights:
Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
Access Usage:
Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗
Physical Locations:
British Library HMNTS - ELD.DS.386986
Ingest File:
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