PENENTUAN KLASIFIKASI TINGKAT KESEJAHTERAAN KELUARGA MENGGUNAKAN METODE NAIVE BAYES PADA KECAMATAN PASAR JAMBI

  • Ade Purnamasari stikom
  • Setiawan Assegaff Stikom

Abstract

Large and quality population is one of the basic capital and dominant factors for national develtopment.
The large number of population data in the Pasar Jambi Distric has not produced a useful knowledge for
the sub-district. This study will classify the level of family welfare using population data in Pasar Jambi
District by utilizing data mining science classification techniques. The classification in this study is
limited to prototype. The method that will be used is the Naive Bayes method. Naive Bayes is a method in
the field of probability and statistic for classifying a class. The resulting classification is Pre-prosperous,
Prosperous 1 and Prosperous 2. The results of classification prediction based on training data found 180
families classified as Pre-prosperous, 2.454 families classified as Prosperous 1, and 773 families
classified as Prosperous 2. The result of accuracy obtained are said to be close to 1, 0,98 with an error
value of 0,02. This classification technique can facilitate family planning field officers (PLKB) in
determining the level of family welfare.

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Published
2019-12-16
How to Cite
PURNAMASARI, Ade; ASSEGAFF, Setiawan. PENENTUAN KLASIFIKASI TINGKAT KESEJAHTERAAN KELUARGA MENGGUNAKAN METODE NAIVE BAYES PADA KECAMATAN PASAR JAMBI. Jurnal Manajemen Sistem Informasi, [S.l.], v. 4, n. 4, p. 480-491, dec. 2019. ISSN 2548-5873. Available at: <http://ejournal.stikom-db.ac.id/index.php/manajemensisteminformasi/article/view/739>. Date accessed: 07 apr. 2020. doi: https://doi.org/10.33998/jurnalmanajemensisteminformasi.2019.4.4.739.