Syafira, Defy
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Analysis of the Naïve Bayes Classifier Method in Classifying the Weather Conditions in Aceh Tamiang Syafira, Defy
Journal of Advanced Computer Knowledge and Algorithms Vol 1, No 2 (2024): Journal of Advanced Computer Knowledge and Algorithms - April 2024
Publisher : Department of Informatics, Universitas Malikussaleh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29103/jacka.v1i2.15889

Abstract

Naive Bayes Classifier is a method that aims to predict future conditions. This method is a sub-part of classification algorithms. In this study, tests were tested out to predict weather conditions at a certain time. The results of the studies carried out on 4 weather conditions in 3 different cities in Indonesia using Naive Bayes Classifier method the accurate prediction accuracy is 92.1%, while using ARIMA (Autoregressive Integrated Moving Average) method the accuracy results obtained are 86.8 %. These results indicate that Naive Bayes Classifier has a greater percentage level of accuracy than ARIMA, which is 5.3%.
Creating Space Invaders, a 2D Based Game by Using HTML5 and Javascript Nazar, Muhammad; Nasrullah, Nasrullah; Syafira, Defy
Gameology and Multimedia Expert Vol 1, No 1 (2024): Gameology and Multimedia Expert - January 2024
Publisher : Department of Informatics Faculty of Engineering Universitas Malikussaleh

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29103/game.v1i1.14554

Abstract

Games are one of the entertainment media that people choose to relieve boredom or just to fill their free time. Apart from being an entertainment medium, games can also be a learning medium to improve a person's brain development. Action games provide a good opportunity to train children's agility in thinking. Action games are games with the main feature of rapid shooting facilities with lots of action where players must have fast reaction skills to avoid enemy fire or avoid obstacles. Most of the action games "Space Invaders" are still or even the graphics and specifications are still low and there are almost no good graphics. This is because there are no applications for making games yet, but as time goes by, there are now applications that can make games easily, but these applications are still rarely used.