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Journal : Building of Informatics, Technology and Science

Model Prediksi Kualitas Air Untuk Budidaya Ikan Lele Dengan Algoritma Extreme Gradient Boosting Maulana, Mokhammad Irvan; Nugraha, Fajar; Setiawan, Arif
Building of Informatics, Technology and Science (BITS) Vol 6 No 3 (2024): December 2024
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v6i3.5998

Abstract

The growth of the aquaculture sector in Indonesia, particularly in catfish farming, has experienced significant increases. However, a major challenge faced is the need for accurate predictions of fish development to optimize production and minimize the risk of losses. This study aims to develop a growth prediction system for catfish based on machine learning using the XGBoost algorithm, which considers critical environmental factors such as water quality (temperature, pH, dissolved oxygen, ammonia, and nitrate). With this system, catfish farmers can monitor water quality in real-time, allowing them to take timely and optimal preventive actions regarding feed provision, thereby improving harvest yields and reducing operational costs. The XGBoost model demonstrates good performance with a Mean Absolute Error (MAE) of 0.073 for fish weight and 14.66 for fish length, a Mean Squared Error (MSE) of 0.123 for fish weight and 1.278 for fish length, and an R² value of 0.998 for both variables, indicating high accuracy in predicting fish growth. It is expected that this research will not only enhance productivity and efficiency in catfish farming but also support digital transformation in Indonesia's fisheries sector, providing a competitive advantage for farmers in facing increasingly complex industry challenges.
Co-Authors - Supriyono A, Mila AA Sudharmawan, AA Achmad Ridwan, Achmad Adaninggar, Ari Adi Nugroho Adib Fairil Saputra Aditya, Muhammad Krisza Afani, Selly Ainur, Ghefira Aji W, M Suci Al Asyary Al Baehaqi, Abdul Azis Amara, Radinda Amie Kusumawardhani, Amie Anastasia, Desy Siska Andhi FAHRURROJI Andy Prasetyo Utomo Anggarasari, Nanadhini Hudha Anggarasari, Nandhini Hudha Anis Maghfiroh, Anis Anwar, Aji Saiful Ardhia, Nur Royce Ardianto, Verdi Arga, Hana Sakura Putu Arief Setiawan Arief Setiawan Arief Sudarmaji, Arief Arif Harjanto Arif Setiawan Arini Ainaki Nur Dinaqi Arini, Nindya Aris Puji Widodo Aris Sugiharto Arsya Yoga Pratama Arsyi, Muhammad Artiarno, Andrean Maulana Asep Nurjamin asmaraloka, afilda maharani Aynullutfihana, Nanda Ayu Herlina Ayu Susanti , Diah Azka, M Badaria, Lailatul Badruzzaman, Arya Putra Bagyana, Muhammad Fathur Bayu Surarso Beta Noranita Budi Cahyo Wibowo Budi Gunawan Budi Wibowo Budiman, Nita Andriani Burhanuddin, Anas Christy, Clarissa Dedi Heryadi, Dedi Delasari, Patimah Deni Agus Haryadi Dewi Agushinta R. Dewi Fitriani Deyana Fitri Sri Septiana Dian Aditya Diana Laily Fithri Diana Laily Fithri Diana Laily Fithri Diana Diva, Muhammad Dudung Suryana Dwi Putro Tejo Baskoro Eko Darmanto Evi Martha F, Rismayatul Fachry Abda El Rahman Fadlilatur Rosyidah Fajriati, Inarah Fajriaty, Inarah Fakhrizal, Diki Fatma Lestari Febriani, Winarti Dwi Fendy Suhariadi Ferianti, Lydya Ayu Fitria, Lia Fitriyani, Laili FM, Agis G, Gungun Galuh Fandatiar, Galuh Geri Syahril Sidik Goh, Sri Wahyuni Gunarhadi Gunarhadi, Gunarhadi Hadi Kurniawan, Hadi Hadi Supriyo Hadi, Kurniawan Hamidah, Aurita Nur Handayani, Ineu Handayani Handayani, Yolanda Hanif, Luqman Harahap, Sahrona Hariyanto IH herdianti, Dewi Heru Susetyo Hikmatyar, Missi Hilmi, Ajeng Zakiah Ilham Khasbi Iman Ardhi Prabowo Iman, Hadad Karsa Nur Indana Fauzul Ula Indradewa, Rhian Intan Risan Sari Intan Risan Sari, Intan Risan Irfan Santiko Irwan Bastian Izza, Nadia Nurul Jamhari Jamhari Kamilah, Hana Hasnaul Kamillah, Silqi Lailatul Kertati Sumekar Keszya Wabang Khaeruni, Khaeruni Khasbi, Ilham Khoemaeny, Elfan Fanhas Fatwa Khoirun Nisa, Asti Devi Mutiara Khomaeny, Elfan Fanhas Khomaeny, Elfan Fanhas Fatwa Kinjani Merawati, Listya Kurniati, Nina KUSUMA, INDAH DARA Laily Fithri, Diana Latifah, Hanny Lilis Lismayanti Lina Siti Nurwahidah Luliana, Sri Luthfi, Muhammad Luthfiah, Indri Luthfiyanti, Wulan Nayla Madiana, Tiara Septya Makful, Martya Rahmaniati Mamik Indaryani Marliana, Windy Martya Rahmaniati Maulana, Mokhammad Irvan Maulana, Muhammad Rizky Maulidiawati, Chyntia Meilvina, Meilvina Micelia Propa Kumara Micelia Propa Kumara, Micelia Propa Missy, Felesia Mochammad Imron Awalludin Mohammad Dahlan, Mohammad Muhammad Arifin muhammad rizky, muhammad Muhammad Rizqi Pradana Muhyi Sobri Mukhamad Nurkamid Mutaba'ah, Aini Muzid, Syafi’ul Nadila Aulia’ Pratiwi Nadiva Naifa Najla Najini, Robby Nanda Aynullutfihana NF, Norma Noor Latifah Nugroho, Mochamad Bagus Iqbal Adi Nuraeni, Wina Nuraini, Nabila Nurani, Riga Zahara Nuridzin, Dion Zein Nurmala, Mita Octavia, Reineta Dwi Oktapian, Popy Nur Oktaviani, Syila Malinda P, Rizky Paisah, M Pambudi, Sholeh Prabowo, Iman Ardhi Praja, Gilang Maulana Pramana, Doni Indra Pramita, Alvina Gusti Prasetyo, Baskhoro Edo Prastowo, Dwi Ady Pratama, Arsya Yoga Pratomo Setiaji Purwadhi Purwadhi Putri Khoirun Nisfah, Andhika Putri Kurnia Handayani Putri, Ade R Rhoedy Setiawan Rahatiningtyas, Nurul Sri Rahma, Yusiana Rahmat Permana, Rahmat Rahmawati, Tria Rakhmat, Cece Ramadhan, M Sayyid Ramadhan, Mochammad Faizal Wahyu Ramdhan, Doni Hikmat Hikmat Ratri Rahmawati Refina Febriyanti Riadi, Dicky Bachtiar Rian Kurnia, Rian Rianto Wibowo. 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