Jurnal Dinamika Informatika (JDI)
Vol 11 No 1 (2022): Jurnal Dinamika Informatika Vol.11 No.1

Komparasi Metode Naïve Bayes dan C45 pada Prediksi Pelanggan Deposito Berjangka

Meilany Nonsi Tentua (Unknown)



Article Info

Publish Date
03 Mar 2022

Abstract

Determining product customers in the banking world in marketing products such as time deposit products is a problem. This study aims to compare the methods in developing a predictive model for time deposit subscriptions with direct marketing from Portuguese banking institutions. This marketing is based on phone calls, by entering contact information data made to the client to get a "yes" or "no" answer. The comparison prediction model was built using the Naïve Bayes method and the C45 method. The results showed that the model with the highest value was built using the Naive Bayes method, which was 63.77%. The model built using the Naïve Bayes method can also link between attributes to be more accurate and make the data simple and efficient.

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Journal Info

Abbrev

jdi

Publisher

Subject

Computer Science & IT

Description

Enterprise Systems (ES) Enterprise Resource Planning Business Process Management Customer Relationship Management Marketing Analytics System Dynamics E-business and e-Commerce Marketing Analytics Supply Chain Management and Logistics Business Analytics and Knowledge Discovery Production Management ...