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All Journal CESS (Journal of Computer Engineering, System and Science) BAREKENG: Jurnal Ilmu Matematika dan Terapan SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Hearty : Jurnal Kesehatan Masyarakat Seminar Nasional Lahan Suboptimal E-Link: Jurnal Teknik Elektro dan Informatika Jurnal Infortech Reswara: Jurnal Pengabdian Kepada Masyarakat Jurnal Tuturan PROFESI (Profesional Islam): Media Publikasi Penelitian Jurnal Pengabdian dan Edukasi Sekolah (Jubaedah) Indonesian Journal of Innovation Multidisipliner Research GEMBIRA (Pengabdian Kepada Masyarakat) World Health Digital Journal (wolgitj) INTECH (Informatika dan Teknologi)
Faradillah, Faradillah
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Journal : INTECH (Informatika dan Teknologi)

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Penentuan Tingkat Kekumuhan Permukiman Kumuh Kota Palembang Dengan Metode Algoritma K-Means Clustering Dan Algoritma ID3 Sari, Endah Puspita; Astuti, Lastri Widya; Saluza, Imelda; Faradillah, Faradillah; Yunita, Rini
INTECH Vol 2 No 1 (2021): INTECH (Informatika Dan Teknologi)
Publisher : Informatics Study Program, Faculty of Engineering and Computers, Baturaja University

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Abstract

Slum settlers are a condition of uninhabitable settlements. Slums are devided into 4 levels, namely : high slums, medium, light and not slum. To produce these four levels, method is used namely K-Means Clustering Algorithm and the ID3 Algorithm is used to give priority with pre determined attributes then accumulated with the results of clustering classified as slum level. The accuracy test is performe by using the confusion matrix method, where the data results from the K-Means Clustering method compared to the baseline data. The results obtained from the accuracy with confusion matrix is 0,70%, which means the level of truth (accuracy) between the result of the baseline data with research data is 70%.
Co-Authors Alamsah, Asniati Alelga, Elsa Alie, Muhammad Fadhiel Anggraini, Leriza Desitama Ardisa, Ardisa Astrid, Ratri Awanis, Husna Absharina Butudoka, Eka Pratiwi K Butudoka, Eka Pratiwi K. Chairiyah, Tengku Armita Dhamayanti, Dhamayanti Endah Dewi Purnamasari Endah Puspita Sari Ensiwi Munarsih, Ensiwi Fadlhi, Wendy Muhammad Fitriani, Ananda Elsa Hasibuan, Fidella Naily Ulya Hasibuan, Syahrida Suryani Imelda Saluza, Imelda Irnawati Irnawati Junaidi, Yulian Kristiani Kristiani Lailatul Mukaromah Lastri Widya Astuti, Lastri Widya Lazuarni, Shafiera Lika, Natasya Putri Lisma Lisma, Lisma Mariana, Silvia Matoka, Natasya S. Misra Misra Muhammad Arbi Nur Asmi Nurhayati Nurhayati Nurjanah, Della Rahmanda, Rian Ramadani, Gina Rini Yunita, Rini Sari, Cezi Intan Septiawan, Muhammad Aldi Siregar, Aguansyah Maulana Suarni Syam Saguni, Suarni Syam Sudirja, Sudirja Suryati Suryati Susilawati, Susilawati Tamiah, Aisyah Tanjung, Sri Wahdina Tumanan, Indriartri Wahyuni, Ningsih Zaitun Zaitun