PREDIKSI NILAI AKHIR UNTUK KELULUSAN SISWA SMAN 12 DEPOK MENGGUNAKAN METODE DECISION TREE
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Institusion
Universitas Pembangunan Nasional Veteran Jakarta
Author
Muhammad Arlanda Valio, .
Subject
Q Science (General)
Datestamp
2021-12-21 08:07:58
Abstract :
SMAN 12 Depok is a public school located in the city of Depok, just like other schools, SMAN 12 Depok conducts academic activities according to the recommended rules. But there are some students who still do not meet the requirements to achieve the graduation target with the appropriate grades. Schools should know what factors affect the final grade for graduation in students. This study aims to help students have high grades and can help increase school accreditation. The learning scores they get from the first semester are believed to have a big factor in determining the final grade for graduation from students. This study uses the Decision Tree method and the C4.5 algorithm to predict the final grades of students' graduation. The data used for this research are semester grades 1 to 5 and several USBN subjects.
SMAN 12 Depok is a public school located in the city of Depok, just like other schools, SMAN 12 Depok conducts academic activities according to the recommended rules. But there are some students who still do not meet the requirements to achieve the graduation target with the appropriate grades. Schools should know what factors affect the final grade for graduation in students. This study aims to help students have high grades and can help increase school accreditation. The learning scores they get from the first semester are believed to have a big factor in determining the final grade for graduation from students. This study uses the Decision Tree method and the C4.5 algorithm to predict the final grades of students' graduation. The data used for this research are semester grades 1 to 5 and several USBN subjects.
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