Jurnal Mandiri IT
Vol. 11 No. 1 (2022): July: Computer Science and Field.

Analysis of Using Support Vector Regression (SVR) Algorithm to Predict The Occurrence of Sea Tides in Tanjung Medang, Riau by Saas Storage in Cloud Computing

Dinda Faatihah Ramadhani Putri (Universitas Pendidikan Indonesia)
Ita Arianti (Universitas Pendidikan Indonesia)
Julydio Windu Nugroho (Universitas Pendidikan Indonesia)
Silviya (Universitas Pendidikan Indonesia)

Article Info

Publish Date
28 Jul 2022

Abstract

Tides in the waters of Tanjung Medang, Riau, have an important role of lives in communities around the coast, one of them is to help a fishermen when they want to go to sea. Cloud computing is an online based data storage that can make various human activities easier. The method that we used for this research is Support Vector Regression (SVR) with Cost (C) and Gamma parameters. The purpose of this research is to obtain the data accuracy and determine the RMSE value of the model in data processing process. The data will be stored through one of the cloud computing technologies, namely Software As A Service (SaaS) storage. Based on the research result, the Support Vector Regression (SVR) model was good enough to be used in processing tidal prediction data used Gamma parameter with a gain value of 100 and RMSE value of 0.451896.

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Journal Info
Jurnal Mandiri IT
Website

Abbrev

Mandiri

Publisher

Institute Of Computer Science

Subject

Computer Science & IT Library & Information Science Mathematics

Description

The Jurnal Mandiri IT is intended as a publication media to publish articles reporting the results of Computer Science and related ...