Difference between revisions of "Black/African-American Learners in North America"
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Hu and Rangwala (2020) [https://files.eric.ed.gov/fulltext/ED608050.pdf pdf] | Hu and Rangwala (2020) [https://files.eric.ed.gov/fulltext/ED608050.pdf pdf] | ||
* Models predicting if student at-risk | * Models predicting if student at-risk of failing a course | ||
* Several algorithms perform worse for African-American students | * Several algorithms perform worse for African-American students | ||
Revision as of 19:09, 23 January 2022
Kai et al. (2017) pdf
- Models predicting student retention in an online college program
- J48 decision trees achieved much lower Kappa and AUC for Black students than White students
- JRip decision rules achieved almost identical Kappa and AUC for Black students and White students
Hu and Rangwala (2020) pdf
- Models predicting if student at-risk of failing a course
- Several algorithms perform worse for African-American students
Anderson et al. (2019) pdf
- Models predicting six-year college graduation
- Performance for African-American students comparable to performance for students in other races.