Klasifikasi jenis mobil paling diminati Di indonesia menggunakan algoritma Naive bayes

Abstract

Passenger car sales in Indonesia are quite high, in 2014-2018 there were 4,157,580 units sold according to GAIKINDO data, the highest car sales were in MPV cars as the most interested in Indonesia, meanwhile type of car Sedan, SUV, SUV 7 Seater, and City Car have not been clasified yet to any kind of category, this is why this study aims to clasify the most popular types of cars in Indonesia using data mining techniques. The algorithm that will be used in this research is Naive Bayes with the help of WEKA tools, from the research that has been done by the Naive Bayes algorithm can be used to clasifiy the most interested types of cars in Indonesia with 96.7% accuracy using the Test Options Cross-validation feature 5. Results the research obtained was that the type of MPV car became the "Most Interested", while the type of Sedan, SUV, 7 Seater SUV, and City Car clasified as "Interested" category.