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Journal : JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING

Data Mining with Logistic Regression and Support Vector Machine for Hepatitis Disease Diagnosis Amrin, Amrin; Rudianto, Rudianto; Sismadi , Sismadi
JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING Vol. 8 No. 2 (2025): Issues January 2025
Publisher : Universitas Medan Area

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31289/jite.v8i2.13218

Abstract

Hepatitis is a chronic and dangerous disease that can lead to death. Making early predictions to detect hepatitis is very important because many people still underestimate the disease. These predictions can be made by collecting patient data or health examination results, so that preventive measures can be taken faster and better. Early diagnosis of the disease is important for prompt management and treatment. The right stage of diagnosis activities and accurate disease prediction in time can save many patients. The magnitude of this disease problem in Indonesia can be known from various studies, studies, and disease observation activities. In this study, researchers will apply and compare data mining classification methods, namely the Logistic Regression method and Support Vector Machine to diagnose hepatitis disease. Based on the research, it is known that the Logistic Regression method has an accuracy rate of 84.62% and an under the curve (AUC) value of 0.841, then the Support Vector Machine method has an accuracy rate of 87% and an AUC value of 0.865. From the t-test results, it can be seen that there is no significant difference between the Logistic Regression and Support Vector Machine methods, because the value = 0.520>0.05. This shows that the Logistic Regression method has almost the same performance as the Support Vector Machine method. Hopefully the results of this research can help doctors determine a diagnosis more quickly and reduce the possibility of misdiagnosis so that early detection of hepatitis can be carried out more widely, especially in remote areas with limited health facilities
Co-Authors A Halim Abdul Aziz Abdul Rauf Abrar Adhani Ade Yamindago Adiyanto, Chori Afifuddin Afifuddin, Afifuddin Afnijar Wahyu Agus Irawan Agus S, Tri Ahmad Fatoni Aisyah Aisyah Akbar, Panji Akram Ista Al Barohin, Fawa'id Alfi, Rizki Alif Putra, Tubagus Tyan Aliviyanti, Dian Amrin Amrin Amrin Amrin Ander, Ander Andi Sanata Andik Isdianto Anisa Kusumawardani April Laksana Ardiyansah, Ardiyansah Ari Susandy Sanjaya, Ari Susandy Arianto, Reza Fahyuzi Ariyanto, Febri Armyn Atlanta Putra Aryani, Retno Aryani., Retno Asran, Asran Audina Putri Aziza, Pretty Failasufa B.M.A.S. Anaconda Bangkara Bahri, Faisol Bambang Pujiasmanto Bambang Semedi Bambang Widiyahseno, Bambang Beryansyah, Beryansyah Cecylia, Cecylia Citra Satrya Utama Dewi Citra Satrya Utama Dewi Defri Yona Denardo, Denardo Denny Widhiyanuriyawan Didit Suprihanto, Didit Dina Lestari, Dina Dwi Haryanta Edi - Susilo Edi Kurniadi Edi Saputra, Ahmad Edwar, Ester Edy Supriyono Ekasari, Silvia Ekawati, Irna Eni Irfiani Esti Handayani Hardi Fadhil , Martiana Kholila Fadhil Pahlevi Hidayat Fatizhudin, Fatizhudin Fatmawati Patang Fazhari, Syafrisya Febrian, Muh Fadli Fernando, Iqbal Fitrah, Olivia Ananda Fitro, Achmad Freddy Johanis Rumambi Gatut Bintoro Gunawan Gunawan Gunawan, Waliadi Guntur Gustiarini Rika Putri Hafni Hafni Handayani, Popon Harahap, Amin Hardin Hardin, Hardin Harif, Muhammad Harjiro, Harjito Harsiti Harsiti, Harsiti Hasanah, Hikmatul Hayat Hayati, Binti Nur Hendrarso, Panji Hendriarto, Prasetyono Hermawan, Dody Hery Indria Dwi Puspita Hetty Manurung, Hetty Hidayanti, Nur Hidayanti, Nurul Hidayati, Heny Hilman, Mohamad Hoirunisa, Safira Ida Widaningrum, Ida Indri Yani, Indri Inkiriwang, Alfred Intan, Tifani Irma Rahayu, Irma Irna Ekawati Ita Nurcholifah, Ita Izzah, Zahrotul Jeremy, Laurentius Klemens JHELANG ANNOVASHO Jhon Roby Purba Juliyatno, Juliyatno Jumanah, Jumanah Kania, Raden Kenedi, Kenedi Khairul Anwar Krahara, Yuwan Ditra Kurniawan, Fandy Ahmad Kurniawan, I Made Gede Ariestova Limbong, Randa LUBIS, PAULINA Majid, Ahmad Farham Manik, Helen Kristin Manuella Mardaya, Mardaya Mardhiah Mardhiah Mardianto, Nawwar Maria, Wawan, Marsella, Prasastiara Eka Milanisi, Italiani Moh. Syamsul Ma’arif Mohammad Arif Asadi Mualifah, Rif'an Muhammad Riza Darmawan Muharromah, Shofiatul Muhlis Madani, Muhlis Munawaroh Munawaroh Munirah Munirah Musran Munizu NARO, AULIA Nasrulhaq Nasrulhaq, Nasrulhaq Nofriadi Nofriadi Nugroho Adi Purnomo Nugroho Djati Satmoko Nur Asmi NurFaizy, Achmad Nurhikmah Nurhikmah Nurida Isnaeni Nurjannah Nurjannah NURUL HIDAYAH Nurul Ilmi, Nurul Nurul Saila Nuruzzaman, Abdullah Nur‘Aini, Dwi Nur‘Aini, Dwi Oktanti, Rani Oktasyah, Lutfi Otong Saeful Bachri Paizar, Ariq Rahman Pakpahan, Marisi Pasaribu, Lady Novelin Pasulle, Farel Patrick Patrick Pawindu, Elma Pharmayeni Pharmayeni Pitri, Alisyah Prahastika, Widha Pramitasari, Anisa Pramono, Abdul Chatim Pratama Yuli Arianto Pratama, Dananjaya Endi Pratama, Ilham Okta Prayogi, Ratnawati Priadi, Ribut Purba, Calvin Arauna Purianti, Dewi Purnama, Bambang PURWANTI PURWANTI Putra, Alfian Andhika Putra, Aria Putri , Gustiarini Rika Putri, Desintia Raga, Muhammad Raga Sucianata Rahma Diani, Rahma Rahmanita Ginting Rahmat, Fathillah Rahmawati, Rahmawati Ramadhani, Candra Putri Rizkiyah Rambe, Lismawati RAMBE, MAHADI KESUMA Rante, Jones Zenas Rarasrum Dyah Kasitowati Rasiman Rasiman Ratna Wijayanti Daniar Paramita Redi Bintarto Rien Handayani Rikah, Rikah Rikarda, Raden Denisio Edwin Rismadi, Bambang Rizki, Muhammad Khoirur Rohiyatussakinah, Ina Romadona, Sania Rozikin, Imam Rudy Agung Nugroho Rumambi, Freddy J. Ruzita Sumiati Ryska Hadianti Sa'diyah, Halimatus Safira, Nadia Safitri, Anis Mei Safitri, Nova Monica Aulia Saifurridzal, Saifurridzal Sajian, Aldi Saleh, Arifin Sanjaya, Ari Susandi Sarah Rum Handayani Sari Ningsih Sari, Scyndi Permata Sari, Wulan Iyhig Ratna Setyawati, Kiki Siahaan, Rahel Sintadevi Sihombing, Erni Trirenna Siregar, Alan Bangun Siregar, Faisal Efendi Sismadi , Sismadi Sisworo, Ari Siswoyo, Mardi Siti Arifah Siti Nurlaela Sitti Aisyah Slamet Muchsin Solihati, Tifani Intan Sri Widari Subagyono, Dirgarini Nurlianti Julia Subandi Subandi Sumarji Supriyatna Supriyatna Sutaguna, I Nyoman Tri Suyoso, Gandu Eko Julianto Swatama, Deny Syaharani, Ramada Tabina, Cania Atika Tandidatu, Namsi Tangkudung, Auderey G. Dotulong Tangkudung, Audrey Gamaliel Dotulong Tarigan, Teguh Karya Darma Teguh Dwi Widodo Thariq, Muhammad tri wahyuni Tuty Swarni Sinaga Umam, Ifa Nur Azizah Syaiful Wahyudi Wahyudi Wahyudi, Tedi Warasi, Guspriaman Wazirotus Sakinah Widiawati, Nanda Yasim, Ahmad Yasni, Yasni Yuliany, Nur Yunengsih, Yuyun ZULHAMIDI, ZULHAMIDI Zulqi Fahreza Akbar Zulqi Fahreza Akbar