TEMATIKA: Jurnal Penelitian Teknik Informatika dan Sistem Informasi
TEMATIKA Volume 5 Nomor 1 (Maret 2017)

Analisa Perbandingan Algoritma Pelatihan Propagasi Balik Dan Algoritma Pelatihan Levenberg-Marquardt (Studi Kasus : Prediksi Cuaca Kota Makassar)

Lisye (Unknown)
Stefany Yunita Bara'langi (Unknown)

Article Info

Publish Date
01 Mar 2017

Abstract

Artificial Neural Network can solve a problem based on its experience and training. The purpose of this research is analyzing the comparison of two training that is Backpropagation Training (BP) and Levenberg-Marquardt (LM) Training to determine the speed and accuracy of each training. The case that be used is the weather prediction at Makassar City which is obtained from BMKG. The advantage of BP is the runtime execution to get SSE’s value faster than LM that has difference 410.48974 ms. The advantage of LM is can obtain the smallest SSE’s value on training process than BP, that is 0.0264.

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Journal Info
TEMATIKA: Jurnal Penelitian Teknik Informatika dan Sistem Informasi
Website

Abbrev

tematika

Publisher

Universitas Atma Jaya Makassar

Subject

Computer Science & IT

Description

TEMATIKA (ISSN: 2303-3878, e-ISSN: 2338-8641) is an interdisciplinary journal of original research and writing in the wide areas of informatics and Information ...