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Journal : the indonesian journal of computer science

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 Abdul Azis Agusti, Eddy Ahmad Munir Ainun, Qurrata Al-falathi, Siti Aminah Almira, Jihan Aman, Ahmad Asraruddin Asrul Saputra Badaruddin Barokah, Muhammad Djuniadi Djuniadi Fadhil Surur FAHRIZAL Fariyani Fariyani, Fariyani Farizawati Farrah Syerina Fauziansyah Febriyani, Tika G. Gunawan Galuh Indra Hasniatisari Husnul Mubarak IAN YULIANTI Imam Alfaruq Intan Zuhra Irwan T Ismayani, Susi jabul reski, fadhil Juli Agustina H Jummaidi Saputra Junaedi Muhidong Kahar Kahar, Kahar kamaludin, ade Kamus Karnisih, Karnisih Laurencia Vivin Monica LINDAWATI M.Syekh Ikhsan Syaipudin Mahjoedin, Yovial Mahmud Achmad Mahyuddin Maizan, Rafdia Marthiana, Wenny Maulidiyah, Rafiqah Mauliza, Suci Meutia, Cut Dara Muhammad Aziz Muhammad Faisal Muhammad Iqbal Muhammad Tahir Sapsal Muhammad Wasil Muhammad Yusuf, Tahir Muhtadin Mukrimin Murliana Mursalim Nasution, Anhar Nida Nuraini Nurdiana Nurfadillah Nurhanifa Nurhanifa Nurjannah Prabowo, Arga Satrio Prayoga, Dodo Solyus Purwanto, A Didik Setya Putri Balqis Rahmat Kurniawan Rahmi, Hayatun Rajib Muammar Ridha Izzulhaq, Muhammad Rina Purnama Sari Rini, Retno Puspa Riyadhul Fajri Rokhman Salamah Salengke, Salengke Salsabila, Nadia Samsuddin Saputra, Joeny Saputri, Yuni Sazili Selpiah Sitti Nur Faridah Suhardi Suhartini Sukowati, Dwi Guntoro Sunarno SUNARNO Syafriadi Syahrial Sabaniah Tasari, Sutriani Teuku Rihayat Upik Nurbaiti Wardani, Vera Warsono Widya, Mitha Wiratmadinata Yetri Hasan Yusrizal Zainal Abidin Zainul Amri Zufiyardi Zulkifli