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PENERAPAN ALGORITMA C5.0 PADA SISTEM PENDUKUNG KEPUTUSAN UNTUK MENGANALISIS TINGKAT STRES PADA MAHASISWA TINGKAT AKHIR

Karim, Nirmala Rizka (2018) PENERAPAN ALGORITMA C5.0 PADA SISTEM PENDUKUNG KEPUTUSAN UNTUK MENGANALISIS TINGKAT STRES PADA MAHASISWA TINGKAT AKHIR. Bachelors Degree (S1) thesis, University of Muhammadiyah Malang.

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Abstract

Stress is a mental disorder due to pressure coming. Students often experience stress, one of the causes is coming from the world of lectures. Stress must be identified early, because if it continues to be left it can affect a person's physical and mental health. Therefore, this study requires a system that can analyze stress levels in final-year students by applying C5.0 algorithm. C5.0 algorithm is one of the decision tree classification methods that aims to produce a decision tree in the form of if-then. Users of this algorithm can easily dig up information based on the results that have been obtained. The data used for this study amounted to 138 data divided into 60% training data and 40% testing data. From this study produces decision trees and 37 rules that are used in decision making with an accuracy rate of 75,93%. This study was also able to select features by producing 8 features of the 14 features used.

Item Type: Thesis (Bachelors Degree (S1))
Student ID: 201410370311015
Keywords: Decision Support System, C5.0 Algorithm, Stress, Decision Tree.
Subjects: Z Bibliography. Library Science. Information Resources > ZA Information resources
Divisions: Faculty of Engineering > Department of Informatics (55201)
Depositing User: Sulistyaningsih Sulistyaningsih
Date Deposited: 19 Dec 2018 02:50
Last Modified: 19 Dec 2018 02:50
URI : http://eprints.umm.ac.id/id/eprint/42284

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