Abstract:
Sialang Buah is a village located near the coastal area. Approximately 75% of the
village's population consists of economically disadvantaged families, facing challenges
in terms of income, education, and living conditions. The research problem of this study
is how to predict the eligibility level for the recipients of a housing renovation assistance
program. The objective of this study is to predict the eligibility level for the recipients of
the housing renovation assistance program using the C4.5 algorithm. Direct interviews
were conducted to gather information and data about the potential recipients of the
housing renovation assistance program, as well as data from previous recipients. The
results of the study showed that out of the 58 potential recipients used for testing, 30 were
classified as "Eligible" and 28 as "Not Eligible". These prediction results can be used as
a supporting tool in decision-making through discussions between the village government
and the BPD (Badan Pemusyawarah Desa). The C4.5 algorithm, trained on 218 data
points and implemented on the 58 potential recipients, achieved an accuracy rate of
approximately 95%..
