Difference between revisions of "At-risk/Dropout/Stopout/Graduation Prediction"
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(Created page with "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 for failing a course Several algorithms perform worse for African-American students Anderson et al. (2019) [pdf Models predicting s...") |
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Kai et al. (2017) pdf | Kai et al. (2017) [https://www.upenn.edu/learninganalytics/ryanbaker/DLRN-eVersity.pdf 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 | |||
Models predicting student | Hu and Rangwala (2020) [https://files.eric.ed.gov/fulltext/ED608050.pdf pdf] | ||
* Models predicting if student at-risk for failing a course | |||
* Several algorithms perform worse for African-American students | |||
Anderson et al. (2019) [https://www.upenn.edu/learninganalytics/ryanbaker/EDM2019_paper56.pdf pdf] | |||
* Models predicting six-year college graduation | |||
Anderson et al. (2019) [pdf | * Performance for African-American students comparable to performance for students in other races. | ||
Models predicting six-year college graduation | |||
Performance for African-American students comparable to performance for students in other races. | |||
Revision as of 15:52, 22 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 for 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.