Data prediction analysis with data mining techniques: Behaviour of different techniques - Couverture souple

Moreno Ramírez, Teresita; Michel Nava, Rosa María

 
9786202722193: Data prediction analysis with data mining techniques: Behaviour of different techniques
Couverture souple
ISBN 10 : 6202722193 ISBN 13 : 9786202722193
Editeur : Our Knowledge Publishing, 2020

Synopsis

Nowadays it is of great importance for companies to make predictions, as well as to measure how they have behaved over time, in order to be able to plan the course of their business, reduce losses and increase profits. In order to generate an estimate of sales, different data mining techniques were analyzed. Among the techniques that were selected are time series, and within it, moving averages, exponential smoothing and trend adjusted exponential smoothing; linear regression and random trees were also selected. Prediction models were created with each one of the techniques, applying the corresponding equations and the information extracted from the database, in order to generate sales predictions with greater precision, to later compare the different results and measure the percentage of error.

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Éditeur
Our Knowledge Publishing
Date d'édition
2020
Langue
anglais
ISBN 10 
6202722193
ISBN 13 
9786202722193
Reliure
Broché
Nombre de pages
88
Coordonnées du fabricant
non disponible
Personne responsable
non disponible