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Sinaga, Christa Voni Roulina
Universitas HKBP Nomensen Pematangsiantar
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Journal : JOMLAI: Journal of Machine Learning and Artificial Intelligence

 1 
Analysis of the Fletcher-Reeves Algorithm in Determining the Best Model for Predicting School Life Expectancy in North Sumatra Jaya Tata Hardinata; Christa Voni Roulina Sinaga; Ferri Ojak Immanuel Pardede; Juli Antasari Sinaga
JOMLAI: Journal of Machine Learning and Artificial Intelligence Vol. 2 No. 1 (2023): March
Publisher : Yayasan Literasi Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55123/jomlai.v2i1.1819

Abstract

Expected Length of School is the length of school (in years) that is expected to be felt by children at a certain age in the future. It is assumed that the probability that the child will remain in school at the following ages is the same as the probability of the population attending school per total population for the current age. Length of School is also a benchmark for evaluating government programs in improving Human Resources who excel in the competition of technological advances. This writing is done to implement and prove that the Fletcher-Reeves Algorithm can be used to predict Old School Expectations in North Sumatra. The research data is School Expectancy in North Sumatra which consists of 10 districts/cities, which was obtained from the Central Statistics Agency of North Sumatra from 2010 to 2020. This study uses 5 architectural models, namely 9-10-1, 9-15-1, 9-20-1, 9-25-1 and 9-30-1. From the five architectural models used, the best architectural model is 9-10-1 with an MSE of 0.0130650400. Based on this best architectural model, it will be used to predict the Expectation of Long Schools in North Sumatra for the next 5 years, from 2021 to 2025.
Co-Authors Agnes Tresia Dolok Saribu Amalia Putri, Tasya Anemsinta Naibaho Angely Mutiara Butar Butar Anita Debora Br Simangunsong Apriani Sijabat Ardiansyah Sibagariang Asmin Asmin Ayu Majulestari Tampubolon Bornok Sinaga br. Sitorus, Antonia Lioncun Canni Loren Sianturi Clara Theresia Lumbantoruan Damanik, Syafti Alfhiza Diana Falentina Simamora Donna Manurung Dwi Anita Simatupang Elsha Riyani Saragih Ferri Ojak Immanuel Pardede Fibra Ananta Friska Erna Sari Simajuntak Friswan Manurung Gayus Simarmata Grace Amelia Gultom Grace viani enjelia simarmata Gultom, Moraita Handoco, Ewin Harefa, Asrianita Helena Zepania Samosir Herlina Sitanggang Herna Febrianty Sianipar Herna Febrianty Sianipar Herna Febrianty Sianipar Herna Febrianty Sianipar Herna Febrianty Sianipar Herna Febrianty Sianipar Herna Febrianty Sianipar Icca Fransiska Sinaga Jatenra Holan Jaya Hutahaean Jaya Tata Hardinata Jernita Sihotang Jesika Aprilian Purba Siboro Juli Antasari Br Sinaga Kirana, Dwi Cici Ledy Suryani Siahaan Lestari Widya Veronica Hasibuan Lumbangaol, Sudirman Togu Parluhutan Marbun, Valentina Margaretha Marbun, Yanti Maria Marbun, Yanty Maria Rosmauli Melda Veby Ristella Munthe Mungkap Mangapul Siahaan Munthe, Arianto Mutiara Sani Rumapea Naibaho, Anemsinta Napitupulu, Oselly Tessalonika Osco Parmonangan Siajabat Pandianga, Mesriana Pandiangan, Diva Indah Maria Pane, Eva Pratiwi Pardede, Ersa Manora Pardede, Ferry Ojak Immanuel Partohap S. R Sihombing, Partohap S. R Partohap Sihombing Paska Apriyanti Munthe Purba, Enzeria Neva Purba, Rudiarman Purba, Yoel Octobe Putri Julfriyana Purba Putri Tanjung Rektor Sianturi, Rektor Ria Anjelina Siahaan Rick Hunter Simanungkalit, Rick Hunter Royanta Trimei Simatupang Rumapea, Mutiara Sani Sanggam Siahaan Saragih, Elice Twenty Saragih, Elsha Riyani Saragih, Reagan Surbakti Sarah Gita Agustien Purba Sauduran, Golda Novatrasio Siahaan, Tara Agustian Siahaan, Theresia Monika Sianipar, Julia SIANTURI, TAMBOS AUGUST Sibagariang, Susy Alestriani Siboro, Grace Angel Florense Purba Sidabutar, Ropinus Sihombing, Levi Pandapotan Sihombing, Sotarduga Silitonga, Monica Anjelica Silvani Oktavia Silaban Simamora, Benjamin Albert Simamora, Rianita Simangunsong, Sarah Fergy Simarmata, Radode Kristanto Sinabang, Febrianto Samuel Sinaga , Ruth Novitri Sinaga, Asima Rohana Sinaga, Mardame Pangihutan Sinaga, Marlina Sirait, Debora Sitanggang, Fortina Julianta Sitepu, Widya Vani Siti Imroatul Maslikah Sitohang, Setia T. Sitompul, Lastri Yetti Situmorang, Cristyani Situmorang, Sisca Theresia Sonia Dhelafani Tambunan, Gayus Tambunan, Lois Tambunan, Nur Beda Ria Tampubolon, Febri Crownika Tarigan, Tanty Novelia Theresia Siahaan Thesalonika, Emelda Welfha Situngkir Welmar Olfan Barat, Welmar Olfan Widia Eka Deatri Hutapea Winnie Wie Yessi Kristiani Lumbantobing Yeyen Julfriyana Sitorus