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International Journal of Educational Technology in Higher Education

Table 3 Summary of results of research seeking year level prediction

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

Ref

Algorithms Used

Model

Sample Size

Best Accuracy

Software

(Ahmad et al., 2015)

NB; DT; RB

[C]

399

RB-71.3%

WEKA

(Singh & Kaur, 2016)

REPTree; J48

[C]

260

J48–67.37%

WEKA

(Anuradha & Velmurugan, 2015)

BN; NB; J48; KNN; OneR; JRip

[C]

–

NB − 75.2%

WEKA

(Mesarić & Šebalj, 2016)

REPTree; J48; RF

[C]

665

J48 - NA

WEKA

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