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Penerapan Metode Klasifikasi Decision Tree dalam Prediksi Kanker Payudara Menggunakan Algoritma C4.5 Nurjoko, Nurjoko; Hendra, Hendra Kurniawan; Cici Cahyati; Elvira Uthia Rustanti; Hiya Cahya Mujahidah; Amanda Putri Maharani; Rosita; Agus Rahardi
JUPITER (Jurnal Penelitian Ilmu dan Teknologi Komputer) Vol 17 No 2 (2025): Jurnal Penelitian Ilmu dan Teknologi Komputer (JUPITER)
Publisher : Teknik Komputer Politeknik Negeri Sriwijaya

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Abstract

Breast cancer is a deadly disease that require early detection and accurate prediction to improve recovery chance. This research aims to predict breast cancer using Data Mining technique with Decision Tree C4.5 algorithm. The dataset includes attributes such as tumor size, estrogen status, progesterone status, Progesterone Status, Survival Month, and status. These attributes were selected based on their clinical relevance and predictive potential in the context of breast cancer. The classification results showed a high level of accuracy with a prediction history of 658 surviving breast cancer patients and a precision class of 91.90%. This study has an accuracy rate of 89,81%. These findings have the potential to be developed int a medical decision support system to assist in more objective and efficient.   Keywords—Breast Cancer, Data Mining, Decision Tree, C4.5, Prediction, Accuracy
Co-Authors - Nurjoko Adnan Adriani Adriani Agus Rahardi Agus Salim Nazar Aisya Dinda Suci Alex P. Karo-karo Almaniar, Siska Alvin Adam Amanda Putri Maharani Amiruddin Amriani Andi Achmad Syam Andi Zahirul Haq Anggun Wahyuni Ismail Anton Aprilia, Delia Ardayani, Dini Sandi Ari Saputra, Ari Arif, Nurfadhilah Arnianti Arnianti Asfira, Ayu Asvic Helida Badriah, Dina Barokah, Nadia BASUKI RAHMAD Batubara, Mustofa Marli Cici Cahyati Cindy A. C Della Gita Van Gobel Dennis Widjaja Dewi Hastuty Dhea Salsabila Dian Purnamasari Dinar K. P Dita Atasa Dwi Viora Dyah Tahir Edward, Yusuf Ronny Eka Rizki Meiwinda Ekohariadi Elfama, Yudha Elisha Sunijati Elvira Uthia Rustanti Enggar Widia Ningrum Erviany, Nunung Fahri, Marjana Fahrian, Rajlun Fatmawati, Leni Fauziyanto, Rahmad Faizal Febrianti, Nur Feby Triharyanti Fidi Kusuma Firdha Mutmainnah Alsyadilah Firman Patawari Fitria Nur Nahari Fitriani Fitriani, Eka Yuliana Fitriani, lina Haidir Syafrullah haikal alpin Hamdan S Harwiningsih Hendra, Hendra Kurniawan Hendry . Heny Herawati Heri Susanto Hidayah Apriani Hiya Cahya Mujahidah Husaini Ihfa Indira Nurnaifah Iis Aprinawati Ikat, Tina Nova Reliana Irawadi Iriani, Oktarina Iriani, Oktarina Sri ISKANDAR Julia Fitrianingsih Jumrah Jumriana Ibriani Junaid, Uswatun Hasanah K, Jumiati Karo-karo, Alex P. Khusnul Hatimah. S Krisdiadi, Erwin Krismonika, Septiana Dwi La yunus Latifah, Dini Lina Fitriani Lina Herlina Lizza Suzanti Lucyana M. Abzar Duraesa M. Ramzy F M. Rizky R Mahaga, Ghian Fabyo Mahyuddin Barni, Mahyuddin Mahyus Martinus Martinus Tj. Maryani Mecca, Aisyah Melina Budi Wijayanti Micelle, Fito Andrea Misbach Fuady, Misbach MMSI Irfan ,S. Kom Muchriana Muchran Muh. Akbar Muhaemin Muhammad Yusup Muhktar Munparidi Murtado, Ade Muzdalifah Naila Tamimi Natalia, Anita Neni Marlina Nurahma, Nurahma Nurfazira Nurhayati Damiri Nur’Asmi Oktavia, Wiwin Permana, Deddy Pramudita, Aulia Yogi Putra, Chrystia Aji Putri, Meilan Renisa Rabiah Rachmawati, Ida Ayu Kade Raden Iin Siti Aminah Rahim, Supli Rahmawaty Hasibuan Ramli Hadun Rezeki Rhena J. Ria R Rika Helmalia Rinci, Septina Riskin Hidayat Rita Vita Arsita Sabriana, Riska Said, Sukmawati Salim Sandy Putra Aryanto Sapsidi, Herlianto SHOHILUL ABIDIN Silalahi, Ronaldo Gunawan Silvana O Siswahyudianto Soni Suardi SR, Nurqalbi Sri Marhanah, Sri Sri Ulfa Junaidah Sri Yulianti Sugeng Suharni SUMARNI Sunanto Supli, Nur Aslamiah Susanti, Memi Syifa Faujiah Tabita Montolalu, Marcelitha Teuku Salfiyadi Tidore, Muh Faedly H Tika Handayani Tj., Martinus Tjaranu, Andre Pilia Toto Fransisco Umi Kalsum Ummi Suraya Vienes Queen Tsamara Widjaja, Dennis Wulandari, Fahra Putri Yenni Yenni . Yoan Colina Yuniar Dwi Yanti Yurendie Yusleli H Yuyun Oktaviani Zurqoni