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Journal : bulletin of computer science research

Implementasi Algoritma C4.5 Untuk Deteksi Dini Penyakit Diabetes Mellitus Pada Manusia Chandra; David; Hendri
Bulletin of Computer Science Research Vol. 4 No. 2 (2024): Februari 2024
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bulletincsr.v4i2.337

Abstract

Diabetes is classified as one of the fastest growing life-threatening chronic diseases which has affected 422 million people worldwide according to the World Health Organization (WHO) report, in 2018. Therefore, it is very important to carry out early detection of DM disease because if the disease If left for too long without treatment, it can result in dangerous complications such as kidney failure, damage to the function of other organs to heart attacks. In this research an information system will be built by applying the C4.5 data mining algorithm for early detection of Diabetes Mellitus in humans. The dataset in this study was taken from the Kaggle Diabetes Dataset. The results of the study show that the information system built can assist the medical world in early detection of Diabetes Mellitus in humans through a predictive feature that implements the C4.5 algorithm. In addition, the results of testing the C4.5 algorithm show that the algorithm is classified as accurate in predicting early detection of Diabetes Mellitus if it follows the decision tree rules that are formed.
Co-Authors Abdul Aziz Ade Hilma Jannah Ade Naelul Huda Adesa Madani, Mutiara Adrias Adrias Adrias Afina, Indah Afiqah Agustina, Naimah AHMADI Alisha Puti Syahrani Almubarok, Ahmad Alvatrisandi, Fahri Alzahra , Syalwa Amanda, Ginny Ana Fitriana Ananda Arzeti Rahmadani Andy Andy Andy Anies , Muh Kasim Annisa Kharisma Annisa Tri Adinda Apri Lusi, Seska Aqsyariah, Ulylla Ardina Aprilia Pratama Ariri, Fikah Armiefty, Syifa Asep Dadang Hidayat Aurelia Islafina Azmi Alwi, Nur Azzahra, Vanisa Azzura, Sachi Ayla Azzura, Syahnaifa Bachmid, Sofyan Chantika Chelsea Raihan Sefilla Dalimunthe, Zahwa Mutasya Darmayanti, Nadila Darnis Arief david David David Debi Setiawan Denada dhafiyah, zahra Dhella Gusmadinarti Didik Aryanto Dinan Mitsalina Durratun Nafisah Siregar Dwi Putri, Tisa Edrina Ali, Aisyah Ela Yuliana Elfia Sukma Elfia Sukma, Elfia Elpiana, Novi ENDRI ENDRI Erna Listiana Etri Wahyuni Fadhilah Fransiski Fadilatul Almashita Faizatul Diani Ifri FATAH NURDIN Fathani zannur, Ahmad Fauzi Yusuf, Fauzi Fauzi, Akmal Fauziah, Muhardila febi, febi febriani , Sera Febrianti, Nazwa Febrina Damayanti, Febrina Fitria Ningsih, Novila Gintan Indah Permata Sari Gita Aulia Pranata Gita Rahmi Habibi, M Habibi, M. Hafid, Chaerul Husni Harpama, Mutia Putri Hoki, Leony Husna, Islamil Ihsani, Sri Indah Inda Fajrani, Alya Indriati Fadhilla, Della Inggria Kharisma Intan Purnama Sari Jefri Albuqori Johanes Terang Kita Perangin Angin Julianda Kiki Sadila Junia Deswita, Fifi Jutalo, Yansen Kharisma, Annisa Kiki Amelia Kirana Mulia, Sastha Laila Fitri Hidayatullah Laura Putri Adisti M Habibi M. Habibi M. Habibi, Ari Suriani Meldini, Taura Milano Halip, La Perla Mismadinni, Ribka Mohamad Anton Athoillah Moza Aristina Moza Musrial Muhammad Rifa'i Muhammadi Mulia Sari, Indah Mulniati, Winda Nadhiirah Cintia Apani Nadia Herina Putri Nadia Nila Sari Nadifatul Ainiyah Nania Pravitasari Nasrul Neni Wulandari Oktavia Ningrum Neza Nofdi, Aqsana Nurjannah, Adektikah Olina Yufika Pieter Octaviandy Poppy Amalia Putri Amelia Putri Wardana, Azzahra Putri Zulkarnaini, Aissy Rahma Fauzia Rahmadini, Fitria Rahmanda, Natasya Rahmatul Hawiyah Rahmawati Erwin Rahmi Asy Syfa Rahmi Lubis, Aulia Rahmi, Zulvia Rani Evrianti Revalina Julianti Rizky, Muhammad Dipo Agung Salamah Salsabila Rhiva Insani Saputri , Aulia Sari Asmi, Yulia Shalliwa Khairaty Sheila Hani Andika Putri Siti Kholidah Siregar Sofyan Al-Hakim Sri Amerta Suci Ramadhani, Suci Sukmana Suriani, Ari Surianty Syahrani, Anggun Tangkudung, Albert Wolter Aridan Tanjung, Yunita Sari Tri Wahyu Nopita Sari, Ratih Vini Ariani Erwin Watono Wendy Wijaya, Robby Wilson Wiwit Junita Putri Wulan Tamba Yadi Janwari Yansen H. Jutalo Yansen, H. Jutalo Yawuru Nur Hasanah Yesi Anita Yesni Yenti Yuliasih Zahara, Assyifa Zahira Shofa, Ghaitsa Zainal Abidin Zenia Putri Yanche Zuryanty