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

Moreno Ramírez, Teresita; Michel Nava, Rosa María

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

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Dra. Rosa María Michel Nava.- Doctora en Ciencias de la Educación por la Universidad Santander. Maestra en Ciencias en Ciencias de la Computación por el Instituto Tecnológico de Cd. Guzmán, Jalisco.Mtra. Teresita Moreno Ramírez.- Maestra en Ciencias de la Computación e Ingeniera Informática por el Instituto Tecnológico de Cd. Guzmán, Jalisco.

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Verlag
Our Knowledge Publishing
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
6202722193
ISBN 13 
9786202722193
Einband
Taschenbuch
Anzahl der Seiten
88
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
preigu
mail@preigu.de

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