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Journal : MULTINETICS

Optimasi Linear Sampling dan Information Gain pada Algoritma Decision Tree Untuk Diagnosis Penyakit Diabetes Gunawan, Gunawan; Rahmawati, Ami; Suhada, Satia; Hidayatulloh, Taufik; Wintana, Dede
MULTINETICS Vol. 7 No. 2 (2021): MULTINETICS Nopember (2021)
Publisher : POLITEKNIK NEGERI JAKARTA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32722/multinetics.v7i2.3796

Abstract

Diabetes which is assigned to be in the top 10 list of diseases that cause death in the last 10 years has increased. What was observed was that this increase occurred in developing countries with middle to lower social status. In Indonesia, diabetes is included in the top 10 diseases with a large number of sufferers. And more than that, diabetes becomes comorbid that causes complications in Covid 19 patients. Then to detect diabetes more quickly and accurately, it is necessary to make research that can produce a better level of accuracy to detect diabetes. By using a public dataset taken from the UCI repository consisting of 520 records, obtained from Diabetes Sylhet Hospital, Bangladesh. In this research, classification will be carried out using the Decision Tree algorithm with optimization of Linear Sampling and Information Gain. After calculating using these methods and calculating the accuracy, the results obtained are 99.04% accuracy with a comparison with previous research which only used a Random Forest of 97.04%.
Co-Authors A.Gunawan Aan Rukmana Abdillah Abdillah Ahmad Fauzi Akrom, Akrom Andhika Putra Munggaran ANI OKTARINI SARI, ANI OKTARINI Anisa Fajria Arif Purnama Arif, Ridwan Asti Herliana, Asti Aziizil Fauzia bin Mohd Noor, Khairunnizam Clare Harvey Daniel Ratag Dasya Arif Firmansyah Dede Wintana Desi Susilawati - AMIK BSI Sukabumi Dinar Ismunandar Dini Nurlaela Dwi Rahma, Indira Dzulfaqor, Arul Fadyah Ernawati Eva Marsusanti Fadhilah, Ulfah Nur Febrian, Rojja Fuad Mahbub Siraj Fuad Nur Hasan Gunawan Gunawan Gunawan Hajam Hajam, Hajam Hartin Kurniawati Hasan, Fuad Nur Ika Rahayu Satyaninrum Iklima Iklima Indra Aditya Prayoga Isep Djuanda Ita Yulianti Ita Yulianti Jabang Nurdin Jasisca Marleftan Kamarzaman, Mohd Haidhar Lestari Yusuf Lila Dini Utami Lis Saumi Ramdhani Lisnawati Dewi, Lisnawati Miftah Farid Adiwisastra Mohamad Syarif Sumantri Munawaroh, Fitri Mustika Madliah Mustika Dewi Muttaqien Neng Sella Zakiatun Nufus Neng Senja Nekida Nofrita Nofrita Nugraha, Setyo Bagus Nuri Aslami Nursyifa, Eva Pirim Setiarso Pribadi, Denny Purwaningtias, Deasy Rabathy, Qisthy Rahmawati, Ami Rida Nutria Lestari Rifa Nurafifah Syabaniah Rifai, Pipip A. Risdiansyah, Deni Rival Afrian Rizal Amegia Saputra Rusda Wajhillah Saeful Bahri Saeful Bahri Saputra, Alfian Ady Satia Suhada, Satia Saumantri, Theguh Siskawati Siskawati Siti Fatimah Siti Nurajizah Sunaryo Sunaryo Syifa, Bahro Theguh Saumantri Toni Arifin Tya Septiani Nurfauzia Koeswara Utami, Dian Tri Veithzal Rivai Zainal Wahyu Nugraha Wahyudi Akmaliah, Wahyudi Wijaya Kusuma, Ceeptadi Winardi, Ardi Winda Nidya Putri Fitriana Yenni Yunita Yulhan Wahyudin Yusti Farlina Zulmi Ramdani