Data Mining Algorithms for Disaster Data Analysis - Couverture souple

Mohan, S.Vijayarani; Selvaraj, Dhayanand

 
9783659489044: Data Mining Algorithms for Disaster Data Analysis
Couverture souple
ISBN 10 : 3659489042 ISBN 13 : 9783659489044
Editeur : LAP LAMBERT Academic Publishing, 2015

Synopsis

Nowadays, data analysis becomes more important and essential to get accurate knowledge and making good decisions. Data mining research helps to carry out indepth data analysis for different kinds of data, from which, we can infer the hidden knowledge. “Data Mining Algorithms for Disaster Data Analysis” performed a detailed analysis on disaster data set using classification algorithms. The classification algorithms used in this analysis are IBK, KStar, LWL, J48, Random Forest, Random Tree, Naïve Bayes, Tree Decision Stump, Single Rule Induction, CHAID, QUEST, Exhaustive CHAID and CRT. This comparative analysis is implemented in three different data mining tools, WEKA, Rapidminer and SPSS. This book studied the data mining basics and also described how to perform classification tasks using these tools. This information will be useful for the students, researchers and professionals to pursue their work in the area of data mining.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2015
Langue
anglais
ISBN 10 
3659489042
ISBN 13 
9783659489044
Reliure
Broché
Nombre de pages
128
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
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