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Journal : The Indonesian Journal of Computer Science

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Penerapan Algoritma Decision Tree untuk Prediksi Tekanan Udara di Stasiun Meteorologi Cengkareng Fariyani; Djuniadi; Sunarno; Iqbal
The Indonesian Journal of Computer Science Vol. 14 No. 2 (2025): The Indonesian Journal of Computer Science
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v14i2.4220

Abstract

Meteorology is a science that studies the movement of wind, clouds and water vapor with a main focus on weather prediction. Air pressure is one of the important meteorological parameters that can provide an initial indication of weather changes. Air pressure is used as a reference for taking off and landing aircraft at the airport. The variables needed to predict air pressure include air pressure, wind direction, temperature, wind speed and air humidity. The aim of this research is to predict air pressure at the Cengkareng Meteorological Station using the Decision Tree Algorithm and RapidMiner software. The data in this research comes from BMKGSoft for the period 2019 – 2023. BMKGSoft is used to track data sent from the station to the database server. The research results show that the prediction of air pressure at the Cengkareng Meteorological Station using the decision tree algorithm is very good with RMSE values: 0.208 +/- 0.000, MAE: 0.046 +/- 0.203, squared error: 0.043 +/- 2.967 and squared correlation: 0.987.
Co-Authors -, Febriana Intan Permata Hati Achmad Rusdi Agusti, Eddy Al-falathi, Siti Aminah Aman, Ahmad Asrul Saputra Badaruddin Dedi Kusuma Habibie Desember, Faried Diyah Yumeina Djuniadi Djuniadi Fadhil Surur Farida, Anif Fariyani Fariyani, Fariyani Farizal Farizawati Fauziansyah Febriyani, Tika Galuh Indra Hasniatisari Haurissa, Prita Husnul Mubarak IAN YULIANTI Intan Zuhra Irwan T jabul reski, fadhil Joko Nugroho Wahyu Karyadi Junaedi Muhidong Kahar Kahar, Kahar kamaludin, ade Laurencia Vivin Monica LINDAWATI Mahmud Achmad Mahyuddin Maidi Saputra Maulidiyah, Rafiqah Mauliza, Suci Muh Fajar Hardiansyah Muhammad Barokah Muhammad Iqbal Muhammad Wasil Mukrimin Mursalim Nasution, Anhar Nida Nuraini Nurdiana Nurfadillah Nurhanifa Nurhanifa Nurjannah Nursigit Bitoro Olly Sanny Hutabarat Prabowo, Arga Satrio Pristianto, Hendrik Purwanto, A Didik Setya Rajib Muammar Ridha Izzulhaq, Muhammad Rina Purnama Sari Rini, Retno Puspa Riyadhul Fajri Riyadhul Fajri Rokhman Saiful Bahri Salamah Salengke, Salengke Saputri, Yuni Sazili Selpiah Suhartini Sukowati, Dwi Guntoro SUNARNO Syafriadi Tasari, Sutriani Teuku Rihayat Upik Nurbaiti Widya, Mitha Wiratmadinata Yetri Hasan Zainul Amri Zufiyardi Zulkifli