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Journal : smartics journal

Komparasi Metode Decission Tree, Logistic Regression, SVM, dan ANN Dalam Klasifikasi Kualitas Air Hartanti, Dwi; Pradana, Afu Ichsan
SMARTICS Journal Vol 9 No 1 (2023): SMARTICS Journal (April 2023)
Publisher : Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/smartics.v9i1.8113

Abstract

Water is the most important part of human life because it is the source of human life and about 71% of the earth's area is water. Every human being has the human right to clean water which is a basis for the realization of a decent and dignified life for humans. Classification is one of the techniques in data mining. This study uses water quality data using four algorithmic methods, namely Decission Tree, Logistic Regression, SVM, and ANN. The aim of this research is to compare which method has the maximum accuracy value for water quality classification. The accuracy results obtained are the Decission Tree method of 60.19%, the Logistic Regression method of 62.80%, the SVM method of 68.59%, and the ANN method of 69.54%.
Co-Authors Abdul Rozzaq, Abdul Aboobaider, Burhanuddin bin Mohd Aditya Bagaskara Agung Priyatmoko, Yoga Aines Nafis Husna Aji, Sindhu Purnomo Akbar Syarif Pratama Putra Akmal, Baasith Khoiruddin Andang Syafrudin Andriani Kusumaningrum Anindhiasti Ayu Kusuma Asri Anisatul Farida Apriliana, Anggie Areta Reza Pradana Arif Eko Fitrianto Arif Wicaksono Septyanto arsanto, arsanto Ashidiqi, Andhyka Yoga Awaludin, Toni Azizah, Shelvi Bachtiar Estu Saputro Bagus Adi Nugroho Bagus Erwanto Bambang Soedijono WA Bondan Wahyu Pamekas Dayinta Fajrin Fadhilah Dessy Ambarsari Divangga Revansa Arya Pradhana Dwi Hartanti Dwi Hartanti Dwi Hartanti Dwi Hartanti Eko Pranoto Saputro Eko Purwanto Elia Hari Prasetya Ema Utami Fadhil Ibnu Is’ad Fajar Suryani Farahwahida Mohd Farrois Qithfirul Aziz Frisca Tri Arumsari Ghani Ardiesta, Alif Hafid Affan Wahid Harjanto, Prabandaru Pramu Harsanto Harsanto harsanto harsanto Harsanto, Harsanto Harsanto, Malika Hasanah, Herliyani Ika Suryani Ila Aulia Rahmah Ilham Tristadika Saputra Indah Nofikasari Indriyani, Tiara Insaan, Nashiirotul Jihan Amirah Munif Joko Endriyanto Jordan, Alles Tio Junantoro, Hagai Khumaira Anin Aliya Pahlevi Kumaratih Sandradewi Kusuma, Adri Surya M. Qurdi Ari Setiawan M. Syafri Lamato Malika Harsanto Maulana Saputra, Ridlo Maulindar, Joni Moh Muhtarom Moh. Muhtarom Mohamad Imaduddin Muhamad Alwi Kurniawan Muhamad Ilhamsyah Amara Ramadana Muhammad Ridho Assyifa Muhammad Yasir Bintang Nugraha Nanang Setiawan Nibras Faiq Muhammad Nugroho, Nasrun Nurchim Nurmalitasari Nurmalitasari Permana, Aditya Candra Permatasari, Hanifah Pipin Widyaningsih Pratama, Fandi Aziz Primadeni, Febriaji Pujiati Edy Santoso, Elysa Mei Punjung Kurniawan, Alfisal Putra, Enggar Wijaya Putra, Wihan Perkasa Nugraha Raditya Koesyan Dipo Pramukti Radya Prameswari Putri Rafel Fernando Rahman, Agung Dwi Rakadipa, Dhimas Arya Renata Gilang Saputra Rendhita Dennis Saputra Rengga, Nikodemos Retna Dewi Lestari Reynaldi Kurniawan Reza Mar Hendra Putra Ricky Ardiansah Rifky, Raja Rifqi Mizan Aulawi Rina Arum Prastyanti Rizky Vera Oktarina Rona Mahendra Rudi Susanto Saputra, Abetranda Saputra Defa Setiawan, Gilang Shoffia Fajrin Sigit Prabawa Sopingi Sopingi Sopingi, Sopingi Sri Lestari SRI SUMARLINDA Subastian Wibowo Sudarmawan Sudarmawan Supardi Tejo Arum, Dinenda Tigar Riski Septiono Tiur Bunga Gadissa Tory, Alfa Rado Andre Yusa Saka Toto Indriyatmoko Tri Endah Purnamawati Vihi Atina Wahyudi Wahyudi Wijanarko, Restu Gilang Wiji Lestari Wiji Lestari Wijiyanto Wijiyanto Wijiyanto, Wijiyanto Yusuf Maulana, Yusuf