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All Journal SmartComp Jurnal Ilmiah Multidisiplin Ilmu
Ubeitul Maltuf
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Computer Science & IT Electrical & Electronics Engineering Other

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PENERAPAN ALGORITMA DECISION TREE UNTUK KLASIFIKASI KONSUMSI ENERGI LISTRIK RUMAH TANGGA DENGAN PENGGUNAAN RAPIDMINER Ubeitul Maltuf; Zaehol Fatah
Jurnal Ilmiah Multidisiplin Ilmu Vol. 2 No. 1 (2025): Februari : Jurnal Ilmiah Multidisiplin Ilmu (JIMI)
Publisher : CV. Denasya Smart Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69714/0hmk8712

Abstract

The research aims to explore and understand energy consumption patterns in households. By using the Decision Tree algorithm, to classify the level of electrical energy consumption. And data on household electrical energy consumption can be obtained from various sources, such as Household electricity meter. Survey or questionnaire filled out by homeowners regarding the use of electrical appliances. Based on the image above, the application of the Decision Tree algorithm in analyzing risk factors for  The classification of household electrical energy consumption produces an accuracy value of 100.00%. From the displayed confusion matrix, we can see the distribution of predicted and actual values for various classes. For example, in the class "true 110 25," there are 17052 correct predictions. The evaluation results also show the precision and recall values for each class. The highest precision was achieved in the "true 2205" class with 100% recall, while the precision was found in the "true 122.5" class of 100.00%.
Rancang Bangun Aplikasi Sistem Informasi Silaturohim Alumni di (SDN 4 SOPET) Berbasis Website Ubeitul Maltuf
Smart Comp :Jurnalnya Orang Pintar Komputer Vol 15, No 2 (2026): Smart Comp: Jurnalnya Orang Pintar Komputer
Publisher : Politeknik Harapan Bersama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30591/smartcomp.v14i4.9085

Abstract

Perkembangan informasi teknologi memberikan dampak besar dalam mendukung efisiensi kerja, termasuk dalam pengelolaan data di lingkungan sekolah. SDN 4 Sopet hingga saat ini masih mengelola data alumni secara manual, sehingga proses pencarian, klasifikasi, dan pemantauan data menjadi kurang efektif dan memerlukan waktu yang lama. Untuk mengatasi permasalahan tersebut, dikembangkan sebuah sistem informasi pengolahan data alumni berbasis web. Aplikasi ini dirancang untuk membantu pihak sekolah dalam menyimpan, mengelola, dan menyajikan data alumni secara terstruktur dan mudah diakses.
Co-Authors Zaehol Fatah