中学生国家考试成绩预测系统中多元线性回归方法的应用

Masruroh Masruroh, Kemal Farouq Mauladi
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引用次数: 5

摘要

国家考试成绩不再作为合格学生的决定因素,但可以作为学校未来确定学校政策的参考。到目前为止,国家考试成绩的预测还没有系统地进行,因此,这个国家考试成绩预测系统有望在预测过程中帮助利益相关者。本研究将线性回归方法应用于基于web的全国考试成绩预测系统。试验中使用的数据在线性回归方法实现的系统中多达45个数据。结果表明,线性回归方法可用于全国考试成绩预测系统,平均MSE约为8.68,平均MAPE约为10.15%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PENERAPAN METODE REGRESI LINEAR BERGANDA DALAM SISTEM PREDIKSI NILAI UJIAN NASIONAL SISWA SMP
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%.
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