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Journal : Infolitika Journal of Data Science

Cardiovascular Disease Prediction Using Gradient Boosting Classifier Suhendra, Rivansyah; Husdayanti, Noviana; Suryadi, Suryadi; Juliwardi, Ilham; Sanusi, Sanusi; Ridho, Abdurrahman; Ardiansyah, Muhammad; Murhaban, Murhaban; Ikhsan, Ikhsan
Infolitika Journal of Data Science Vol. 1 No. 2 (2023): December 2023
Publisher : Heca Sentra Analitika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.60084/ijds.v1i2.131

Abstract

Cardiovascular Disease (CVD), a prevalent global health concern involving heart and blood vessel disorders, prompts this research's focus on accurate prediction. This study explores the predictive capabilities of the Gradient Boosting Classifier (GBC) in cardiovascular disease across two datasets. Through meticulous data collection, preprocessing, and GBC classification, the study achieves a noteworthy accuracy of 97.63%, underscoring the GBC's effectiveness in accurate CVD detection. The robust performance of the GBC, evidenced by high accuracy, highlights its adaptability to diverse datasets and signifies its potential as a valuable tool for early identification of cardiovascular diseases. These findings provide valuable insights into the application of machine learning methodologies, particularly the GBC, in advancing the accuracy of CVD prediction, with implications for proactive healthcare interventions and improved patient outcomes.
Co-Authors : Samwilson Slamet, : Samwilson Abdul Saman Abdurrahman Ridho Adi Isma Adriyawati, Nova Afifi, Muhammad Ridho Agilianto, Sowan Agus Zainuri Aguscik, Aguscik Ahmad Efendi, Rostam Ahmad Harakan AHMAD JUNAEDI Ahyadi, Ahyadi Al Zuhri alfiah alfiah Ali Firdaus Alisman, Alisman Almunawir, Almunawir Amrang, Amrang Anam, Kiki Saepul Anam, M Khairul Andayani Andayani Andriany, Dynne Angri Lismayani Anhar Fazri Annisa Fitri, Annisa Antoni H, Jeplin Ariana, Rika Arief Putra, Rahman Arif Bintoro Johan Ariyani, Hana Aryanti, Agustina Asep Setiawan Asteria, Marisadonna Aulia, Reza Ayu, Andi Azhari Azhari Azkiyah, Fadhilah Zayyin Baehaqi Bilal Syahrival Binawati Ginting Brahmantia, Bayu Buchori Buchori, Buchori Budi Harto Budiana, Ijang Bunaiya, Arham Chairina Nasir Cut Asmaul Husna Cut Dian Fitri Dadang Iskandar Mulyana` Daurrohmah, Eka Wirajuang DENI SETIAWAN Dewi, Ella Junita Dewi, Novita Rahma Dewiani, Kurnia Dian Handayani Dian Handayani Dinsar, Arfandy Dodi Haryono Dwi Kurnia Putri Dwi Kurnia Putri Edwar Rosman Efendi, Novi Effendi Hasan Eka Putra, Dian Eko Yuliastuti E.S Elpipres Niku Elva, Yesri Evi Sinaga Fadhly, Zuhrizal Fadillah Sari, Fadillah Fadillah, Chairun Nisa Fajriani Fajriani Fajzrina, Lati Nurliana Wati Farisi, Salman Farizal, Teuku Fatawi, Izzul Fikhen Tri Wulandari Firdaus, Muhammad Bambang Fitrisia, Dohra Gandinni, Nanda Aprilia Gerdha Kristina Ivony Numberi Ghafur, Muhammad Gunawan, Chichi Rizka Hadi, Purwaka Halimatus Sadiah Hamzah Hasyim Hani Handayani, Hani Herdiani, Ida Heri Kurniawan, Heri Husaini Husaini Husdayanti, Noviana Husna, Syarifatul ICHWAN ICHWAN Ikhbal Salam, Riyan Ikhwan Rahmatika Latif Ilham Juliwardi Imam Syafei’i Irma Rahayu, Irma Iskandar Iskandar Ismael Ismael Jasmine, Annisah Biancika Jefik Zulfikar Hafizd Kansil, Yoo Eka Yana Karfindo, Karfindo Kewajiban, Tepati Hak Khairul Amri Komala, Encik Putri Ema Krisnadi, Elang Kristiani, Maria Herliana Esa Larung, Ermelinda Yersin Putri M. Nasir Maghfirah, Ruhul Mahessya, Raja Ayu Mantiri, Grace Janice Martha Mardhatillah, Muntaha Marissa, Febi Marissa Maulida, Assyifa Mega Fatimah Rosana Melly Angglena Meri, Rozi Miftah Fariz Prima Putra Miftahul Falah Mirdha Fahlevi SI Mirna Ilza Mochammad Imron Awalludin Mohamad Rana Mubarok, M. Zaki Mudayat, Mudayat muhammad andi susilawan, muhammad andi Muhammad Ardiansyah Muhammad Arif Muhammad Daud Muhammad Syukur Muharram, Kahfi Achmad Mulait, Carles Sari Mulia, Putri Mulyana, Ratna Munawarah Munawarah, Munawarah Murhaban Murhaban Mutia Farida, Mutia Muzakkir Muzakkir Myran Nur Hinsany Nasution, Azly Anggraini Neni Sholihat Niku, Elpipres Novi Yantih Novinaldi, Novinaldi Nur Alam Fajar Nur Fadilla, Nur Nur Fatimah Nurafifah, Aulia Nurdin Saidi Nurmalia Ermi Nurul Wahidah Oktaviani, Tiara Oky Hermansyah Oni Sahroni, Oni Pandu Pratama Putra, Pandu Pratama Permadi, Rendhy Satriyo Pigome, Ami Cristina Pujiyono Pujiyono Purnama, Agnia Purnama, Yetti Putra, Dian Eka Putra, Yogi Mandala Putri, Zelanti Deviana R. Romli, Yusuf Rabiman, Rabiman RAHAYU, MARSHELLA SRI Rahayu, Shinta Rahmatullah Syaripuddin Ramadhani Ramadhani Rayendra, Rayendra Reinita Rentas, Jhonni Reski, Reski Riana Versita Riana, Zeni Rianto, Dedi Rico Januar Sitorus Ridwan, Ridwan Rieza Zulrian Aldio Rifaldo Pratama Rini Asmara Rio Andika Malik Rita Rita, Rita Rosaria, Rini Rosaria Rostika Flora RR. Ella Evrita Hestiandari Rusdiah Rusdiah Rusdiana Rusdiana Said Fadhlain Saiful Badli Saiful Bahri Sanduan, Abdullah Sanora, Sindi Santika Santika Sanusi Sanusi Saputra, Ilham Mirza Sari, Nurhaslita Sari, Rose Intan Perma Saryomo, Saryomo Saskia, Ferina Raisa Semuel Piter Irab Septi Adrianti Siti Julaeha Soemarjono, Soemarjono Sri Rosmiati Sani Sri Wahyu Handayani, Sri Wahyu Sri Wahyuni, Widya Suci Rahmawati Suci Rahmawati, Suci Suci Ramadhani, Suci Sudirman Sudirman Suhendra, Rivansyah Sukatin, Sukatin Sulung, Neshy Suryadi Suryadi Sutoro Sutoro Syah, Amirul Syah, Ilham Tahmid Sabri Tami Tangke, Diar Muzna Teri Ade Putra Thariq, Ahmad Tien, Rany Titin Suhartini, Titin Tri Danang Kurniawan Tri Setyo Guntoro Urab, Semuel Piter Vellayati Hajad Vellayati Hajad, Vellayati Versita, Riana Vratiwi, Septiana Wafi Azizah, Nur Amalina Watiningsih, Rita Wirahmi, Nori Yahya, Mustanir Yanda, Safril Yesi Anita Yody Rizkianto Yohana Noradika Maharani Yusmandi, Yusmandi Yusnaidi, Yusnaidi Yustisia, Nova YUYUN ELIZABETH PATRAS, YUYUN ELIZABETH Yuyun Solihatin Zainal Muttaqin Zulkarnain, Mohammad Zulviah, Sani