Akurasi Algoritma Fletcher-Reeves untuk Prediksi Ekspor Karet Remah Berdasarkan Negara Tujuan Utama
DOI:
https://doi.org/10.47065/jimat.v2i3.170Keywords:
JST; Fletcher-Reeves; PredictionsAbstract
Crumb rubber is a natural rubber specially designed to ensure its technical quality. Rubber is produced mainly in Southeast Asia, where Indonesia is the second largest producer in the world after Thailand. This study aims to predict the export of powdered rubber in Indonesia. The prediction method used is FletcherReeves which is one of the artificial neural network methods commonly used to predict data. The research data used is crumb rubber export data by main destination country for the period 2012-2020 which was obtained from the website of the Indonesian Central Statistics Agency. Based on this data, network architecture models will be trained and defined, including 7-10-1, 7-15-1, 7-20-1, 7-25-1, 7-30-1 (trancgf). Of the five models, after training and testing, the best data architecture model is 7-15-1 (trancegf) 7 is the input layer, 15 is the number of neurons in the hidden layer and 1 is the exit layer. The level of accuracy of the architectural model with the MSE value is 0.00482054.
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References
N. Nulhanuddin and D. Andriyani, “Autoregressive Distributed Lag Kurs Dan Ekspor Karet Remah Terhadap Pertumbuhan Ekonomi Indonesia,” J. Ekon. Reg. Unimal, vol. 3, no. 2, p. 47, 2020.
E. A. Pranoto, S. Hodijah, and ..., “Determinan ekspor crumb rubber di Indonesia,” e-Journal Perdagang. …, vol. 6, no. 2, pp. 93–102, 2018.
A. M. Dixit et al., “Analisis Ekspor Karet Indonesia,” Anal. Biochem., vol. 11, no. 1, pp. 1–5, 2018.
S. Hendratno, “Analisis perkembangan pasar karet remah SIR,” War. Perkaretan, vol. 34, no. 2, p. 161, 2015.
S. Hodijah and G. P. Angelina, “Analisis Pengaruh Ekspor Dan Impor Terhadap Pertumbuhan Ekonomi Di Indonesia,” J. Manaj. Terap. dan Keuang., vol. 10, no. 01, pp. 53–62, 2021.
A. Wanto, “Penerapan Jaringan Saraf Tiruan Dalam Memprediksi Jumlah Kemiskinan Pada Kabupaten/Kota Di Provinsi Riau,” Klik - Kumpul. J. Ilmu Komput., vol. 5, no. 1, p. 61, 2018.
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