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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 Aziz, Fitroh Ahmad Abdul Haris Mulyadi Afifah, Dini Nur Afu Ichsan Pradana Agus Mulyono Agus Siswanto Agustina, Rinawati Alwani Hamad Andestia Sinaga, Risda Yunita Andi Aslindah, Andi Ani Aminiati, Ani Anindhiasti Ayu Kusuma Asri Anisa Rahmawati Apriliana, Anggie Aprilisa Arum Sari Ardi Wiranata Arianingsih, Elfa Arif Wirahadi Kusuma, Arif Wirahadi Arinda Nur Cahyani Arini Syarifah Arum Sari, Aprilisa Asmiyenti Djaliasrin Djalil Awaludin, Toni Ayuningtyas, Yulita Pratiwi Baskoro Adi Prayitno Bhactiar , Rio Rizq Nur Binar Asrining Dhiani Bondan Wahyu Pamekas Buana Perdana, Rendi Charisma, Shintia Lintang Christyana Anggraeni, Christyana Cing, Marta Tania Gabriel Ching Diah Permatasari, Diah Diniatik Ebel, Rainer Eddy Soemardi Eka Prasetyo Agung Pambudi Eli Nurlaeli, Eli Emi Rahma Wulandari, Emi Rahma Eny Tantini Setiatin Esih Jayanti Fadlilah, Intan Nur Farradhi, Muhammad Fathurahman, Jofan Ferdinand Munthe, Hans Furqan Furqan, Furqan Ganesha, Irena Gunawan Indrayanto Gustina Nurkhayatun, Gustina Handoyo Handoyo Haq, M Tsabit Sofatul Harsanto Hartanto, Didik Mayur Hasanah, Herliyani I WAYAN SUDARTA Ika Yuni Astuti Imam Purnomo Sugiarto, Imam Purnomo Indri Hapsari Indriyani, Tiara Iskandar Soedirman, Iskandar Iskandar Sudirman Istifah Istifah, Istifah JOKO SUSANTO Khairunnisa, Rifdah Yuri Kinanti, Khisi Kristiana , Dorothea Dian Kusumawati, Erlina Kumala Lero, Eunike Erlita Lestari, Fany Lia Amelia Linda Kurniawati, Linda Lindawati Damidjan, Lindawati M Sholeh M. Gigih Panji Mahardika, M. Gigih Panji Mandiri, Puput Dwi Mauliana, Dinda Maulindar, Joni Mawarni, Dinda Rima Mutmainah Melani Setiowati Muhtarom, Moh Nasrun Hidayat, Nasrun Naveed, Mubshair Nia Kurnia Niken Pratiwi, Niken Nofikasari, Indah Nofrianti Nofrianti Noor Erma Sugijanto Noordi, Daffa Rizki Putra Nunuk Aries Nurulita Nur Rohmani, Mayda Nurcholifah, Lilik Nurlaili, Dewi Nurmalitasari Nurmalitasari Nurwijayanti Oktaviani, Intan Permana, Aditya Candra Permatasari, Hanifah Permatasari, Indah Sartika Pradani, Dea Yulinestria Prastowo, Irfan Agus Pratama, Fandi Aziz Pri Iswati Utami Purwanti, Diah Intan Puspitasari, Adinda Putra, Enggar Wijaya Putri, Desy Puspa Putro, Herdayanto Sulistyo Ragil Setiyabudi, Ragil Raharisti, Nur Arifah Rahman, Agung Dwi Rahmani Prastiwati Ranti Kartikasari, Ranti Rateb, Mostafa Ezzat Ratno Subekhi, Ratno Rema Rahmalia, Rema Renny Amelia Retno Wahyuningrum Ridwan, Alfian Junior Ridwan, Avin Nolis Rinawati, Jeri Risda Yunita, Risda Riyad Khomsidin, Riyad Roselina Wulandari Rudi Susanto Sabikis Sabikis, Sabikis Sagala, Agus Junianto Sajidan Santika, Dita Santosa, Tri Djoko Saputra, Rafi'i Dwi Saputro, Nurbagus Sekar, Lola Shella Diana Oktaviani, Shella Diana Sopingi SRI SUMARLINDA Sudarso Sudarso Sugiarto, Muhammad Aqsha Rizki Sugijanto, Noor Erma N Sundari Sundari Supriyanto, July Suryani, Fajar Sutopo Sutopo Syah Putri, Tina Syawaludin, M Ainur Tatik Mulyati Theo Santoso, Daniel Tjiptasurasa Tjiptasurasa, Tjiptasurasa Tri Utami Kurniawati, Elizabeth Triyo Nova, Triyo Unik Fajriyah, Unik Vihi Atina Wahyu Utaminingrum Wardani, Eunike Rindayu Pradnya Paramitya Wardani, Tri Kusuma Widya Cahya Ariswati, Widya Cahya Wijanarko, Restu Gilang Wiranti Sri Rahayu Wongso, Suwidji Yulianingsih, Nur Yulianti , Henti Zaenuar Erfandi