Educational Data Mining with R and Rattle

by Kamath, R. S.

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Title Statements

Full title :Educational Data Mining with R and Rattle.

Edition Statements

Publication Date:2016.

Publication Statements

Publisher(s):River Publishers
Place of Publication:Aalborg
Language:eng
Publication Date:2016.

Notes

5.7 K-means Clustering.

The Physical Object

Description:1 ressource en ligne (127 pages).

Edition Identifiers

ISBN:8793379307, 9788793379305
oclc:on1264668634
LC Classification:LB1028.43
Dewey Decimal:370.285

Cover; Half Titlle page; River Publishers Series Page; Title Page -- Educational Data Mining with R and Rattle; Copyright Page; Contents; Foreword; Preface; Acknowledgment; List of Figures; List of Tables; List of Abbreviations; Chapter 1 -- Introduction; 1.1 Introduction; 1.2 Data Mining; 1.2.1 System Architecture; 1.2.2 Mining Process; 1.2.3 Functions and Products; 1.2.4 Significance and Applications; 1.3 Educational Data Mining-An Area under the Umbrella of Data Mining; 1.3.1 EDMTasks; 1.3.2 Techniques; 1.4 ResearchProblem; 1.4.1 Research Motivation; 1.4.2 Problem Statement.

1.4.3 Objectives1.5 R Data Mining Tool; 1.5.1 R Installation; 1.5.2 R Mining; 1.6 Rattle Data Mining Tool; 1.6.1 Rattle Installation; 1.6.2 Loading Rattle Package; 1.7 Reason for R and Rattle; Chapter 2 -- Emerging Research Directions in Educational Data Mining; 2.1 Introduction; 2.2 Prior Art Vis-à-vis of Research; 2.2.1 Educational Data Mining; 2.2.2 Data Mining Using R; 2.2.3 Mining Students' Academic Performance; 2.2.4 Factors Affecting on Students' Academic Performance; 2.2.5 Evaluation of Student Performance; 2.2.6Knowledge Management System; 2.2.7 Placement Chance Prediction.

2.2.8 Mining Associati…