Journal of Advanced Computer Knowledge and Algorithms
Vol 1, No 1 (2024): Journal of Advanced Computer Knowledge and Algorithms - January 2024

Classification of Receiving Electricity Subsidy Assistance in Blang Panyang Village Using the K-NN (K-Nearest Neighbor) Method

Jannah, Miftahul (Unknown)
Salsabila, Cut Syahira (Unknown)
Faiza, Nur (Unknown)
Mutasar, Mutasar (Unknown)



Article Info

Publish Date
01 Jan 2024

Abstract

The electricity subsidy program is one of the poverty reduction programs by providing electricity subsidy assistance funds to poor and disadvantaged households paid by the Government of Indonesia to PT PLN (Persero). The government implements a targeted electricity subsidy policy, the subsidy must be truly enjoyed by the poor. The purpose of this research is to test the K-Nearest Neighbors algorithm in predicting the receipt of electricity subsidy assistance. In the dataset of beneficiaries used in this study, there are 45 records or tuples with four attributes (house condition, income, occupation and number of amperes). The prediction of new data categories is done by using the manual calculation stage of Euclidean Distance from three different K values. The results show that with K=15, K=30 and K=45 the new data (46) has an "Ineligible" category with an accuracy rate of 100%. Then with K=45, K=30 and K=45 the new data (D46) has a "Viable" category with an accuracy rate of 66.6%.

Copyrights © 2024






Journal Info

Abbrev

jacka

Publisher

Subject

Computer Science & IT

Description

JACKA journal published by the Informatics Engineering Program, Faculty of Engineering, Universitas Malikussaleh to accommodate the scientific writings of the ideas or studies related to informatics science. JACKA journal published many related subjects on informatics science such as (but not ...