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Table 3 Summary of results of research seeking year level prediction

From: Predicting academic success in higher education: literature review and best practices

RefAlgorithms UsedModelSample SizeBest AccuracySoftware
(Ahmad et al., 2015)NB; DT; RB[C]399RB-71.3%WEKA
(Singh & Kaur, 2016)REPTree; J48[C]260J48–67.37%WEKA
(Anuradha & Velmurugan, 2015)BN; NB; J48; KNN; OneR; JRip[C]NB − 75.2%WEKA
(Mesarić & Šebalj, 2016)REPTree; J48; RF[C]665J48 - NAWEKA