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Journal : journal of informatics and telecommunication engineering

The Nutritional Classification of Pregnant Women Using Support Vector Machine (SVM) ilham - sahputra; Bustami Bustami; Cut Farida Aryani
JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING Vol. 7 No. 1 (2023): Issues July 2023
Publisher : Universitas Medan Area

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31289/jite.v7i1.9764

Abstract

Determining the nutritional status of pregnant women is one of the efforts to control the condition of pregnant women so that they can adjust their health conditions properly. The health condition of pregnant women can affect the condition of the baby who will be born. This study aims to apply the SVM method to a web-based application to classify the nutritional status of pregnant women based on data obtained from several health centers in the city of Lhokseumawe. SVM functions as the core of the application in charge of classifying the nutritional status of pregnant women based on several features including: age, weight, height, lila, hemoglobin and BMI. While the data class consists of 3 categories, namely: undernourished, normal nutrition and normal nutrition + overweight. Primary data obtained from the field amounted to 355 data which were then divided into two parts with a ratio of 70% training data and 30% testing data. Based on the research conducted, it was found that the application of different kernels in the Support Vector Machine (SVM) will have a different performance impact in classifying data. In this study, the linear kernel has the best performance with an accuracy value of 0.84, the RBF kernel has an accuracy value of 0.83, the polynomial kernel has an accuracy value of 0.72, and the sigmoid kernel has the worst performance with an accuracy value of 0.58
Co-Authors Abd Mubaraq, S.E.,Sy. M.A Achmad Achmad Adhi Yuniarto Agus Maula Rizki Ahmad Farhan, Ahmad Aidilof , Hafizh Al Kautsar Aidilof, Hafizh Al Kausar Ainal Mardhiah alaldaya, Rudyn Alek Wissalam Bustami Alfyansyah, Gusti Alhamidiy, Abdillah Nur Ali Masduqi Alkafi, Alkafi Amalia, Sisi Amiruddin Amiruddin Amriani Amir anasril, anasril Anggi Desviana Siregar Desviana Siregar, Anggi Desviana Siregar Desviana Anggraini, Selia Apriyani, Firli Mai Ar Razi Ardelia, Aya Sofia Aris Munandar Arminingsih, Diah Asmirayani Asmirayani Asmirayani, Asmirayani Auliaurrahman, Auliaurrahman Azhar Azhar Azhari, Husain Azrai Putra Barumun Daulay Azzahra, Dea Bagas Wahyu Adhi, Bagas Wahyu Baharuddin Baharuddin Bustami, Yuserizal Custer, Jhonny Cut Farida Aryani Dafiar Syarif Dea Azzahra Depi Sihotang Desiana Desiana, Desiana Dian Fatika Dwi Kurniawan, Dwi Eka Putra Ekajaya, Candra Ella Suzanna Endang Susilawati Erni Panca Kurniasih Fadlisyah Fadlisyah Fahrul Rozi Siregar Faishol Luthfi Fajriana, Fajriana Fasdarsyah Fasdarsyah Fiasari, Fiasari Gusti Alfyansyah Gusti Alfyansyah Hafidh Rafif, Teuku Muhammad Hafizh Al Kautsar Aidilof Hakim, Kurniawati Halimatussakdiah Halimatussakdiah Harahap, Elly Wanisyah Harahap, Ilham Taruna Harahap, Samsul Bahry Hariya Toni Hasan Sazali Hendarmin Hendarmin Herlambang, Tri Mulyono Ikhlas, Nur ilham - sahputra INDRAYANI INDRAYANI Irma Mauliza Iskandar, Fahra Azzahra Ismail Ismail Joko Santoso Jufrizal Jufrizal Junita, Dini Jurisman Amin Karimullah Karimullah Katimin, Katimin Khairunnisak Khairunnisak, Khairunnisak Kholil, Syukur Lahmuddin Lubis Laksamana, Rio Lenny Hasan, Henny Sjafitri, Nelharosma, Liana, Intan Lidya Rosnita lidyarosnita Luthfiah, Moulana M Fauzan Mahabbati, Suci Maharani, Silfa Mailin, Mailin Mardhatillah, Mardhatillah Maryana Maryana, Maryana Maryono Maryono Maulidi Maulidi Mauliza, Irma Meldawati, Yesi Meliza Putri Mubaraq, Abd Muhammad Fajri Muhammad Fauzan Muhammad Fikry Muhammad Hutomi Muhammad Jihad Saputra Muhammad Khardawi MUHAMMAD KOSIM, MUHAMMAD Muhammad Muhammad Muhammad Muhammad Muhammad Yani, Muhammad Mukhlis Mukhlis Mukhlish Muhammad Nur Mukti Qamal Mukti Qamal Mulyani, Tasya Munirul Ula Murni, Mayang Mutammimul Ula Muthmainnah Muthmainnah Mu’arrif, Zul Ihsan Najah, Nyayu Siti Hidayatun Nastasya, Widia NELI SUSANTI, NELI Ngadimin Ngadimin Nilda, Elvi Nisa, Cut Chairun Nunsina, Nunsina Nur Hasanah Nurdin Nurdin Nurhasanah Nurhasanah Nurhayani, Melda Vitry Nyak Arief, Teuku Okataria, Welan Pramadani, Kendra Putri, Dea Rizka Amanda Putri, Mia Yolanda Utami Putri, Rahmatillah Dwi Rahmah Hayati Rahmiati Rahmiati Ravico Ravico, Ravico Razi, Ar Rian Diana Ridhwan Ridwan, Ridwan Rimin Rini Fitriani Rini Meiyanti Risa Marta Yati Risawandi, Risawandi Rizal Rizal Rizal S.Si., M.IT, Rizal Rizki Putri Ramadhani, Rizki Putri Rizki Suwanda Rosyadi, Rosyadi Rosyanne Kushargina Rozzi Kesuma Dinata RR. Ella Evrita Hestiandari Rusdi Rusdi Safri, Hayanuddin Safwandi Safwandi, Safwandi Said Fadlan Anshari Salhan, Susi Samosir, Dini Kairiyah Sari, Efti Novita Sayed Fachrurrazi Setyarini Soemadi, Dian Shayravi Shayravi Shayravi, Shayravi Siregar, Fahrul Rozi Siti Nurhaliza Siti Sahara Suci Fitriani, Suci Suharyon, Suharyon Sujacka Retno Sumanti, Eva Supriaman, Supriaman Suryana Suryana Suryana Suryana Susyanti Susyanti, Susyanti Syafii, Muhammad Hisyam Syafruddin Nurdin syah, Fadli Syahbudi, Syahbudi Syahputra, M Oriza Syahrial, Dopa Syammaun, Tamalkhani Syamsarina, Syamsarina Syibral Malasyi syukrawati, syukrawati Tarisha Zhafira Taufik, M. Iman Teuku Mudi Hafli Tiara, Tiara Tito Afwi Senda Tri Mulyono Tri Mulyono H, Khairunnisak Udurta Bancin Utama, Lalu Juntra Yacoub, Yarlina Yanti, Meyi Yesy Afrillia Yonaldi, Sepris Yulia Fitri Yunianto, Andi Eka Yunina Yunina Zara Yunizar Zubir, Zubir Zuleha, Zuleha Zulkarnen Mora, Zulkarnen Zulmi, Syafriade