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Random Forests with R

Random Forests with R - Paperback

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Availability:In StockContributor:Robin Genuer, Jean-Michel PoggiSeries:Use R!Publish date:2020-09-11Pages:98
Language:EnglishPublisher:SpringerISBN-13:9783030564841ISBN-10:3030564843UPC:9783030564841Book Category:Mathematics, Computers, ScienceBook Subcategory:Probability & Statistics, Database Administration & Management, Life SciencesBook Topic:Anatomy & PhysiologySize:9.21 x 6.14 x 0.23 inchesWeight:0.3594Product ID:SCS0CSK86H

Random Forests with R

This book offers an application-oriented guide to random forests: a statistical learning method extensively used in many fields of application, thanks to its excellent predictive performance, but also to its flexibility, which places few restrictions on the nature of the data used. Indeed, random forests can be adapted to both supervised classification problems and regression problems. In...

Language:EnglishPublisher:SpringerISBN-13:9783030564841ISBN-10:3030564843UPC:9783030564841Book Category:Mathematics, Computers, ScienceBook Subcategory:Probability & Statistics, Database Administration & Management, Life SciencesBook Topic:Anatomy & PhysiologySize:9.21 x 6.14 x 0.23 inchesWeight:0.3594Product ID:SCS0CSK86H

Robin Genuer is an Assistant Professor of Statistics at the University of Bordeaux and a member of the Inserm U1219 and Inria Bordeaux Sud-Ouest research centres.

Jean-Michel Poggi is a Professor of Statistics at the University of Paris and member of the LMO, the Orsay Mathematics Laboratory (University of Paris Saclay).

They have both produced various research works on random forests and have...

Publisher: Springer

Edition

2020 Edition

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