PENERAPAN METODE REGRESI LINEAR BERGANDA DALAM SISTEM PREDIKSI NILAI UJIAN NASIONAL SISWA SMP

Masruroh Masruroh, Kemal Farouq Mauladi

Sari


The national examination result is no longer be used as a passing student determining factor, but it can be used as a reference for the schools to determine school’s policy in the future. So far the prediction of the results of the national examination has not been carried out systematically, therefore this system of national examination result prediction is expected to help the stakeholder in the prediction process. In this research, the method of linear regression will be implemented in the system of national examination result prediction web-based. The data used in the trial of linear regression method implementation in the system as much as 45 data. The result showed that the linear regression method can be implemented in the system of national examination result prediction with average MSE about 8,68 and average MAPE about 10.15%.


Kata Kunci


Multiple Linier Regresion, National Examination Result, Prediction

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Referensi


Sugiyono. 2017. Statistika untuk Penelitian. Bandung: Alfabeta.

Farizal, F., Rachman, A., & Rasyid, H. A. 2014. Model Peramalan Konsumsi Bahan Bakar Jenis Premium Di Indonesia Dengan Regresi Linier Berganda. Jurnal Ilmiah Teknik Industri. Vol.13 No. 2: 166-176.

Hyndman, Rob J. "Forecasting: An Overview." (2011): 536-539.

Imtiyaz, H., B. H., Prasetio, dan N. Hidayat. 2017. Sistem Pendukung Keputusan Budidaya Tanaman Cabai Berdasarkan Prediksi Curah Hujan. Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer. Vol.1 No. 9: 733-738.

Nafi’iyah, N. 2015. Penerapan Regresi Linear dalam Memprediksi Harga Jual Mobil Bekas. Prosiding Seminar Nasional Pengembangan Aktual Teknologi Informasi (SENA BAKTI), R.2.7-1 -R.2.7-6, Universitas Pembangunan Nasional “Veteran “ , Jawa Timur, Surabaya, 5 Desember.

Masruroh dan K.M., Mauladi. 2019. Model Prediksi Nilai Ujian Nasional Siswa SMP Dengan Regresi Linear Berganda. Prosiding Seminar Nasional Penelitian dan Pengabdian Masyarakat (SNasPPM) Universitas Ronggolawe Tuban, Jawa Timur, Tuban, 21 September.

Sukawi, 2010. Peran Analisis Regresi Berganda dalam Penelitian Survey Deskriptif. Prosiding Seminar Nasional Metodologi Riset dalam Arsitektur. Universitas Udayana Bali, Denpasar, JUni 2010.




DOI: https://doi.org/10.30736/jt.v12i1.393

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