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All Journal International Journal of Electrical and Computer Engineering IAES International Journal of Artificial Intelligence (IJ-AI) International Journal of Advances in Applied Sciences Jurnal Ilmiah Informatika Komputer Jurnal Ilmiah Teknologi dan Rekayasa UG Journal Telematika Scientific Journal of Informatics CESS (Journal of Computer Engineering, System and Science) InfoTekJar : Jurnal Nasional Informatika dan Teknologi Jaringan Jurnal Ilmiah KOMPUTASI JURNAL MEDIA INFORMATIKA BUDIDARMA CogITo Smart Journal Jurnal Informatika Universitas Pamulang ILKOM Jurnal Ilmiah Jurnal Nasional Teknik Elektro dan Teknologi Informasi ICONESTH Jurnal Pengabdian Kepada Masyarakat Darma Saskara Prosiding SeNTIK STI&K
Rifki Kosasih
Universitas Gunadarma
Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Mathematics Neuroscience Nursing Physics Public Health Social Sciences Other

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Journal : ICONESTH

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IMPLEMENTATION OF SUPPORT VECTOR REGRESSION FOR PREDICTING LAWYER CHARGES USING CLOUD COMPUTING IN GOOGLE COLAB Ilmiyati Sari; Rifki Kosasih; Dina Indarti
International Conference on Education, Science, Technology and Health (ICONESTH) 2023: ICONESTH
Publisher : International Conference on Education, Science, Technology and Health (ICONESTH)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46244/iconesth.vi.246

Abstract

In court, the role of the lawyer is needed by the defendant in carrying out the defense. In various legal cases, lawyers are able to assist and accompany their clients until the judge's decision is rendered. However, lawyer charge can vary depending on several factors. This research proposes 3 factors that can affect attorney fees. i.e., length of sentence, type of case and distance of lawyer's office to Jakarta district court. The data used in this study is 100 judge's decision data originating from the website of the Jakarta district court. Then the data is divided into two parts with 80 data for training data and 20 for test data. In this study, we predict the lawyer charge by implementing Support Vector Regression (SVR) method in Google Colab. Based on results of this research, we found that the value of Mean Square Error (MSE) was 0.401, the value of Mean Absolute Error (MAE) was 0.347, and the value of Root Mean Square Error (RMSE) was 0.633.
Co-Authors Achmad Fahrurozi Ahmad Sabri Aini Suri Talita Anggi Alberto Christian Daomara Desti Riminarsih Dewi Agushinta R. Dewi Putrie Lestari Didin Mukodim Dina Indarti Dyah Cita Irawati Dyan Prawita Sari Eko Sri Margianti Fadlia, Nur Fahrurozi, Achmad Fazriyati, Elyna Hendri Dwi Putra Hidayat Taufik Akbar Hutapea, Octaviani Iffatul Mardhiyah Ilmiyati Sari Ilmiyati Sari Mardhiyah, Iffatul Muhammad Arfiansyah Nurabsharina, Amanda Putri Nurma Nugraha Rahayu, Dicka Ariptian Revanza Raditya Putra Yanni Sarifuddin Madenda SUDARYANTO SUDARYANTO Suryadi Harmanto