PENERAPAN METODE DECISION TREE C4.5 UNTUK MEMPREDIKSI KELULUSAN MAHASISWA BERBASIS GUI MATLAB
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Institusion
Institut Teknologi Perusahaan Listrik Negara
Author
ALSA, RIZMAN MAULIDA
Susanti, Meilia Nur Indah
Abdurrasyid, Abdurrasyid
Susanti, Meilia Nur Indah
Abdurrasyid, Abdurrasyid
Subject
Teknik Informatika
Datestamp
2022-09-20 03:49:37
Abstract :
In knowing the graduation period of students at the PLN Institute of Technology, they do notyet have a computer-based system or it can be said that it is still done manually. Therefore we need a computer-based system in order to know the graduation period of a student (On Time / Not On Time). It is intended that students know their graduation period based on datamanaged by the C4.5 Algorithm with input variables in the form of PMB and IPS (TemporaryAchievement Index) scores. C4.5 algorithm is used to make a decision tree (Decision Tree).Decision trees are a well-known classification and prediction. Decision trees are useful for exploring data, finding hidden between the number of candidate input variables and target variables. The resulting system is a Mathlab GUI-based system, where the system will be checked by the C4.5 Algorithm with predetermined input values. One of the results of testingstudent data is that students are predicted to "graduate on time"
In knowing the graduation period of students at the PLN Institute of Technology, they do notyet have a computer-based system or it can be said that it is still done manually. Therefore we need a computer-based system in order to know the graduation period of a student (On Time / Not On Time). It is intended that students know their graduation period based on datamanaged by the C4.5 Algorithm with input variables in the form of PMB and IPS (TemporaryAchievement Index) scores. C4.5 algorithm is used to make a decision tree (Decision Tree).Decision trees are a well-known classification and prediction. Decision trees are useful for exploring data, finding hidden between the number of candidate input variables and target variables. The resulting system is a Mathlab GUI-based system, where the system will be checked by the C4.5 Algorithm with predetermined input values. One of the results of testingstudent data is that students are predicted to "graduate on time"
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