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Journal : PELS (Procedia of Engineering and Life Science)

Implementation of the Support Vector Machine Method for Early Detection of Stunting Based on Anthropometric Features Widodo, Sri; Sulistiyanti, Anik; Yuliana , Anan
Procedia of Engineering and Life Science Vol. 6 (2024): The 3rd International Scientific Meeting on Health Information Management (3rd ISMoHI
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/pels.v6i0.1951

Abstract

Stunting describes chronic undernutrition during the growth and development period from the beginning of life. This situation is represented by a z-score for height for age (TB/A) less than -2 standard deviation (SD). The current method used to detect stunting in toddlers is to use KMS. The way to do this is to weigh the under-fives every month, the weighing results are recorded in the KMS, and between the points of weight from last month's weighing results and the results of this month's weighing are connected with a line. The series of child growth lines forms a child growth chart. This procedure is of course less effective. Based on these problems, the research conducted is the Implementation of the Support Vector Machine Method for Early Detection of Stunting Based on Anthropometric Features. The SVM method consists of a training process as system learning and testing to obtain classification results. The parameter tests carried out are lambda, complexity, and maximum iteration tests. The data used in this study were 90 data which were divided into 2 classes, namely stunting toddlers and normal toddlers. The SVM algorithm is a linear classification method, so it uses the kernel to deal with nonlinear data. The final results of this research produce the highest average accuracy of 86% λ = 10, C = 1, itermax = 200 and also use polynomial kernels. Comparison of the results of the classification of child stunting with the help of midwives shows that the system produces good accuracy
Co-Authors - Shobirun ., Sufriadin Abdul Jabar, Muhamad Adi Maulana, Adi Adi Tonggiroh Aditya, Dzulkifli Agung C., Budiarto Tedy Agus Didit Haryanto -, Agus Didit Haryanto Agus Riyanto Ahmad Faisal Akhmad Akhmad Akhmad Muttaqin Ali Akbar Alvionita, A. Febbi Amalia Noviyanti Amir Syarifudin, Amir Amir, Muh. Karnoha Amir, Muhamad Karnoha Amirullah, Rusman Andrian Nuriza Johan, Andrian Nuriza Anik Sulistiyanti Any Suryantini Apriliandita, Denita Teza Ayu Ardana, Rifal Arif Fadllullah Arifin, Mubdiana Arikah, Titi Arumansawang, Andi Aryanti Virtanti Anas Azijah, Izattul Aziz , Syahrul Fatchul Bagiya Bagiya Bakri, Hasbi Bakri, Suriyanto Bayu Purnomo, Lucky Bobihu, Sufran Taufik Budi Wiratno, Budi Budiarti, Ika Niswatin Budiman, Agus Ardianto Chayati, Nurul Defidelwina Denny Agustiningsih Deswita, Kurnia Djamaluddin . Dwidjono Hadi Darwanto Eddy Mulyadi Edi Sunjayanto Masykuri, Edi Sunjayanto Elsi Dwi Hapsari Faiz, Mifta Achmad Faizuddin, Mohammad Falirat, Naomi Febrianti, Marsela Fitri Haryanti Gunawan, Syahrul Hafram, Anshariah Hairyanti, Rizka Handono, Wiyasto Dwi Hanny Hafiar Hari Purnama, Hari Harwan Harwan Hasnur, Zool Kurniawan Hatta, Asta Arjunoarwan Hattu, Sendy Hazairin Zubair, Hazairin Heman Pailak Herman Sudiman Herman Sudirman Hermawan, Dudi Hermawan, Dudi Husniah, Nia I Gusti Bagus Wiksuana I WAYAN BUDIASA Iim, Dede Ilma Sarimustaqiyma Rianse Imai, Akira Indarwati Indarwati Irham, Irham Irzal Nur, Irzal Jamhari, Jamhari Jangkung Handoyo Mulyo Jayadi, Adi Jefri, J Johanes Hutabarat Julita, Ika Justitia Junaedi Setiyono Kadar, Muhammad Ilham Kambu, Megawati Kasbani, Kasbani Khairunnisa, Kafita Lathifatul Koichiro Watanabe, Koichiro Kusuma Putri, Ratih Hardini La Ode Dzakir Lestari Rahayu Waluyati Long, Zalizah Awang Lukman Hakim M Imran, A ma'rief, Al’Faizah Machmudah, Machmudah maryatun maryatun Masyhuri (Masyhuri) Masyhuri Masyhuri Muhammad Baiquni Muhammad Ramli Musri, Musri Nabila, Muthia Nani dkk. Mulyaningsih Natalia, Tia Nawir, Alfian Nikmatul Khayati Nugroho, M.S.Priyono Nur Ainun Nur Alam Fajar Nur Asmiani Nurfadli Nurfadli Nurhayati Nurhayati Nurliah Jafar Nurliah Jafar, Nurliah Nurlianti Dahliar, Nurlianti Nurwasikto, Arif Nurwaskito, Arif Okto Ivansyah Pandini, Sapitri Paramarti, Prajna Fawwaza Alya Paryanti, Atik Budi Permana, Aang Panji Purwanto . Putri, Yusfida Aulia Qaidahiyni, Nirmana Fiqra Rahmawati, Nur Rizka Ratna Purnama Sari Refanti Resa Nirmala Jona Rini Novrianti Sutardjo Tui Rizki Amalia Rony, Zahara Tussoleha S. Tui, Rini Novrianti Sabbina, Fauziah Asma Saputra, Wiwin Sasilani, Resni Senja Rum Harnaeni Shobirun - Slamet Hartono Soedjono, Sri Kadarsih Soetoyo, Soetoyo Sougi, Widhia Sri Peni Wastutiningsih Sudar Sudar Sufriadin, Sufriadin Sugiarti Sugiarti Suhanto, Edi Sukardin, Sukardin Sulaeman, Bambang Sulartiningrum, Sri Sumardi, Edy sumarno, eni ernawati Suminah Suminah, Suminah Sunarru Samsi Hariadi Suparmi Suparmi Suryadi, Tatang Suryanih, Suryanih Sutanto Sutanto Syaiful Hidayat, Syaiful Tamri, Tamri Tri Budi Wahyuni Rahardjo, Tri Budi Wahyuni Trisiwi Wahyu Widayati Tusino Tusino, Tusino Uli, Mariati Ulva Ria Irvan Usman, Arfa Utamakno, Lakon van Leeuwen, Theo Veni Purnama Sari, Veni Purnama Wahyu Wibawa, Wahyu Wahyudin Wahyudin Wahyuni, Nilam Winda Amelia Wicaksono, Andika Bayu Wulandari, Yenita Xander Salahudin Yogi La Ode Prianata Yosepha, Sri Yanthy Yuliana , Anan Yunita Wisda Tumarta Arif