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All Journal (JELIKU) Jurnal Elektronik Ilmu Komputer Udayana BHIRAWA LAW JOURNAL
Dharma Putra
Dosen Jurusan Teknik Sipil, Fakultas Teknik, Universitas Udayana, Denpasar
Computer Science & IT Law, Crime, Criminology & Criminal Justice

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Implementation of Feature Selection using Information Gain Algorithm and Discretization with NSL-KDD Intrusion Detection System Putra, Dharma; Kadnyanana, I Gusti Agung Gede Arya
JELIKU (Jurnal Elektronik Ilmu Komputer Udayana) Vol 9 No 3 (2021): JELIKU Volume 9 No 3, Februari 2021
Publisher : Informatics Department, Faculty of Mathematics and Natural Sciences, Udayana University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24843/JLK.2021.v09.i03.p06

Abstract

Feature selection is one of the research on data mining for datasets that have relatively many attributes. Eliminating some attributes that are irrelevant to the label class will be able to improve the performance of the classification algorithm. The Information Gain algorithm is one of the algorithms for searching for features that are irrelevant to the label class. This algorithm uses wrapper techniques to eliminate irrelevant attributes. This research aims to implement feature selection using the Information Gain algorithm against the NSL KDD intrusion detection dataset which has a large number of relative attributes. The dataset of the selected attribute will be performed by a classification algorithm so that an attribute reduction can improve the compute process and improve the accuracy of the algorithm model used.
Penyelesaian Perselisihan Properti melalui Pendekatan Mediasi di Indonesia Tantimin, Tantimin; Febriani, Emiliya; Putra, Dharma
Bhirawa Law Journal Vol 5, No 1 (2024): May 2024
Publisher : University of Merdeka Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26905/blj.v5i1.11419

Abstract

Land as a vital asset is one of the advantages of Indonesia, which is an agricultural country. The need for land has increased, leading to frequent land conflicts. The research method used in this research is normative research. Dispute issues can be resolved through litigation or non-litigation such as mediation. Mediation is an effective alternative in resolving disputes, with mediators helping to reach agreements without trial. However, there are obstacles such as temperament, low education level, and unclear land boundaries. Legal support for mediation is provided by law. It is important to understand the principles of mediation, which provides autonomy to the parties in achieving peace.
Co-Authors Febriani, Emiliya Kadnyanana, I Gusti Agung Gede Arya Tantimin, Tantimin