Jurnal Pemikiran dan Penelitian Pendidikan Matematika (JP3M)
Vol 1 No 2 (2018): Edisi November

ANALISIS TINGKAT AKURASI FSM DALAM PERAMALAN IPM INDONESIA MENGGUNAKAN GUI MATLAB

Vera Mandailina (Unknown)
Syaharuddin (Unknown)
Dewi Pramita (Unknown)
Sirajuddin (Unknown)



Article Info

Publish Date
05 Nov 2018

Abstract

This study aims to determine the best method in the forecasting system by creating a mathematical model of time series data in the form of Indonesia's Human Development Index (HDI) in 2010-2017. The methods tested are Moving Average (SMA, WMA and EMA), Exponential Smoothing Method (SES and DES), Naive Method, and Artificial Neural Network (Back Propagation). Then to see the level of accuracy based on MAD, MSE, and MAPE of each method. Determination of the best method in the forecasting system is very helpful in the process of forecasting data in the field which has implications for the government's decision system in making policies or decisions especially in the population, education, and people's economies. The best simulation method for predictions is the Exponential Smooting Holt Method with the predicted results of 2018 of 71.42 with the smallest MAD, MSE, and MAPE of 0.037; 0.001; and 0.053.

Copyrights © 2018






Journal Info

Abbrev

jp3m

Publisher

Subject

Education Mathematics

Description

Jurnal Pemikiran dan Penelitian Pendidikan Matematika (JP3M) adalah salah satu jurnal yang dikelola oleh Pusat Penelitian dan Pengembangan Rekarta Mataram. JP3M terbit dua kali setahun yakni bulan Mei dan Nopember dengan ISSN 2622-8246 (Cetak) dan ISSN 2622-7673 (Online). Adapun cakupan publikasi ...