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Dian Anggraeni
Fakultas Pertanian Universitas Sultan Ageng Tirtayasa Jalan Raya Jakarta Km 4 Pakupatan Serang-Banten
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Journal : Jurnal Gaussian

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KLASIFIKASI PENENTUAN LOKASI STRATEGIS OUTLET BANK SYARIAH INDONESIA DENGAN METODE NAÏVE BAYES CLASSIFIER Rizal, Navioer; Fatekurohman, Mohamat; Anggraeni, Dian
Jurnal Gaussian Vol 12, No 4 (2023): Jurnal Gaussian
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/j.gauss.12.4.477-486

Abstract

Today, the development of the banking sector occurs in the conventional banking sector and the Islamic banking sector, one of which is developing Bank Syariah Indonesia. Bank Syariah Indonesia strives to develop a strategic new office network or branch outlet location that has not been optimal. This research aims to know and analyze the model and determination of variable importance and its effect on the strategic location classification of Bank Syariah Indonesia outlets using the Naïve Bayes Classifier method. The classification model of strategic location determination of offices or outlets obtained from the analysis results in calculating prior probability values and conditional probabilities. The results of the model evaluation test indicator for the Naïve Bayes Classifier method showed an accuracy value of 94,12% and an AUC score of 0,9808. The model was able to classify 16 of the 17 data. The model produces the results of variables importance 6 recommendations variables of the 7 variables used in the study it is location in office area, location in industrial area, populations density of the area, moslem populations of the area, distance from the security office, and distance from the market. The variable importance can be a consideration of Bank Syariah Indonesia optimizing indicators of the office location selection.
Co-Authors Agnestia, Citra Agus Kusnawan Agus Permana Ahmad Kamsyakawuni Ahmad Mujaki Diwan Alfarisi, Muhammad Naufal Alfian Futuhul Hadi Algantya, Vylda Yuni Aliudin Aliudin - Aliudin Aliudin Aliudin Aliudin Aliudin Aliudin AM, Kartina Andriyani Andry Nirwanto Andy Andy Angelina Lucia Anggraeni, Ganung Anita Metta Sari Anjani, Anisa Fitri Anton Eka Prasetia Asri Jaya Awalin, Qonita Ilmi Beatrice, Beatrice Dewi, Arina Kartika Dini Kartika Sari Dwi Irianto, Retno Dwi Putra, Candra Yanuar Dwi Putri Antika Eka Laelah Ernyasih Evi Sovia Fitria Riany Eris Frida Murtinasari, Frida Ginny, Puti Lenggo Gita Dwi Lestari Hakim, Mohamad Zulman Herijawaty, Etty Herlina Herlina I Made Tirta Ika Pratiwi jaka sumardyanto Jakobus Runkat, Jakobus Jejen Aripin Kamila, Andin Kurniati Kusnawan, Agus Laluur, Eugenius Lidia Sinabang Limajatini, Limajatini Liman, Ineh Masruroh MASRUROH Meisty, Ferisa Dwi Alfia Melatnerbar, Benyamin Meutia Meutia Meutia, Meutia Mohamad Fatekurohman Muhammad Dhabit Dzikribillah Muhammad Rizal Febriansah Munandar, Aris Netta Azzahra Pangesti Nia Ariani Putri Nugraha, Rhea Veda Nurmalia Lusida Oke Hendra Parameswari, Rinintha Peng Wi Prayogo, Rizky Rachellia, Rachellia Rachman, Hidayatul Ramadhani, Lutvia Citra Ratna Mega Sari Ratwita, Welly Regina Regina Rita Purnamasari Riza Fikriana Rizal, Navioer Robby Mubarok Roosje Rosita Oewen, Roosje Rosita Rosada, Nilta Roydatul Jamila Rudi hastomo rusbandi rusbandi, rusbandi Salampessy, Messalina L. Samara, Aldi Sanjaya, Marco Santamoko, Ruby Santomoko, Ruby Selfiyan Selfiyan Selfiyan Setiawan Sariyoga Setiawan Sariyoga, Setiawan Setiawan, Johan Shella Fajru Nailufar Silaswara, Diana Sofiyudin, Andriyatno Sri Fitriyah Stefen Wardana Suherna Suherna Suherna Suherna Sulistiyowati, Rina Syarief Hidayat Tarissa, Tarissa Taufik Hidayat Taufik Hidayat The, Lianah Tiara Muthiarsih Tirta, Made Ullah, Nasrullah Wi, Peng Winda Nurtiana Wiwik Handayani Wiwit Dwi Nurbadriyah yahya kamal Yohamintin Zulfatun Najah Zulfatun Najah