A Novel Oversampling Technique to Solve Class Imbalance Problem: A Case Study of Students' Grades Evaluation

The academic performance of the students is one of the critical aspects in ranking educational institutions, particularly at the secondary level. If the student's performance is not appropriately defined, then the institution's reputation is at risk. Therefore, data mining could be used fo...

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Vydané v:	2021 International Conference on Computing, Networking, Telecommunications & Engineering Sciences Applications (CoNTESA) s. 69 - 75
Hlavní autori:	Jahin, Dilshad, Emu, Israt Jahan, Akter, Subrina, Patwary, Muhammed J.A., Bhuiyan, Mohammad Arif Sobhan, Miraz, Mahdi H.
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 09.12.2021
Predmet:	Binary classification Classification algorithms Data mining Data models Grade evaluation Machine learning Machine learning algorithms Noise measurement Oversampling method Semi-supervised learning Semisupervised learning
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