Jurnal ULTIMA InfoSys
Vol 13 No 1 (2022): Ultima InfoSys : Jurnal Ilmu Sistem Informasi

Finding Features of Multiple Linear Regression On Currency Exchange Pairs

Raymond Sunardi Oetama (Universitas Multimedia Nusantara)
Ford Lumban Gaol (Bina Nusantara University)
Benfano Soewito (Bina Nusantara University)
Harco Leslie Hendric Spits Warnars (Bina Nusantara University)

Article Info

Publish Date
03 Aug 2022

Abstract

Due to the prospects for financial gain, forex is always attractive to many people. However, because forex market analysis is not simple, a computer is needed to assist in creating predictions using features that are understandable to people. This study employs the Multilinear Regression technique to identify these kinds of features. The features and prediction target have a very strong correlation. With a very low RMSE and a very high R square, the prediction quality is quite outstanding. The outcome will help academics in the forex field use machine learning algorithms to make better predictions.

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Journal Info
Jurnal ULTIMA InfoSys
Website

Abbrev

SI

Publisher

Universitas Multimedia Nusantara

Subject

Computer Science & IT

Description

Jurnal ULTIMA InfoSys merupakan Jurnal Program Studi Sistem Informasi Universitas Multimedia Nusantara yang menyajikan artikel-artikel penelitian ilmiah dalam bidang Sistem Informasi, serta isu-isu teoritis dan praktis yang terkini, mencakup sistem basis data, sistem informasi manajemen, analisis ...