Implementation of Naïve Bayes Method in Classification of Nutritional Status of Toddlers at Pasar Ujungbatu Sosa Public Health Center

Heri Santoso(1*), A Armansyah(2), Fitri Handayani Siregar(3),

(1) Universitas Islam Negeri Sumatera Utara
(2) Universitas Islam Negeri Sumatera Utara
(3) Universitas Islam Negeri Sumatera Utara
(*) Corresponding Author

Abstract


Health is a very important field in human life, there have been many studies or studies conducted in the health sector, for example nutrition problems. Nutrients are needed by humans to live healthy in order to be able to move and carry out daily activities. For the fulfillment of nutrition in toddlers is usually influenced by social and economic factors of the family. Toddlers' bodies need balanced nutrition to be able to grow and develop properly. The results of the SSGI in 2021 the stunting rate nationally decreased by 1.6% per year from 27.7% in 2019 to 24.4% in 2021. The data used in this study was 1114 toddler data. From the results of training and data testing consisting of 5 attributes, namely gender, age, weight, height, and upper arm circumference and there are 4 classes for class division, namely over nutrition, good nutrition, less nutrition and poor nutrition. And it is known that the accuracy by using 10 data samples gets an accuracy value of 80%. Thus, the system built using the Naive Bayes method is considered successful in classifying the nutritional status of children under five

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References


C. Litaay, “Kebutuhan Gizi Seimbang”, Zahir Publishing, Yogyakarta, (2021).

Sulfianti, Sutrio, N. Vina, S. Eflariyani dan J. Dini , “Penentuan Status Gizi”, Yayasan Kita Menulis, Medan, (2021).

Y.N.S. Sidiq, “Metode Klasifikasi Menentukan Kenaikan Level UKM Bandung Timur Dengan Algoritma Naïve Bayes Pada Sistem JURAGAN Berbasis Komunitas”, Cv.Kreatif Nusantara, Bandung, (2020).

E. Buulolo, “Data Mining Untuk Perguruan Tinggi”, Penerbit Deepublish, Yogyakarta, (2020).

W.Anjar, “Data Mining : Algoritma dan Implemtasi”, Yayasan Kita Menulis, Medan, (2020).

Mulaab, “Data Mining Konsep Dan Aplikasi”, Media Nusa Creative, Malang, (2019).

A. Muhammad, “Data mining Algoritma dan Implementasi”, Penerbit Andi, Yogyakarta, (2020).

H. Tutik,“Pendamping Gizi Pada Balita”, DEEPUBLISH, Yogyakarta, (2019).

A.Wulandari dan A. Sifa, “Perbandingan Efektivitas Klasifikasi ALgoritma C.45 Dan Algoritma Naive Bayes Dengan Menggunakan Weka”, LLPM, Jombang, (2019)




DOI: https://doi.org/10.30645/ijistech.v6i3.254

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