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Enhancing Data Pipelines for Forecasting Student Performance: Integrating Feature Selection with Cross-Validation
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Bertolini, Roberto; Finch, Stephen J.; Nehm, Ross H. – International Journal of Educational Technology in Higher Education, 2021
Educators seek to harness knowledge from educational corpora to improve student performance outcomes. Although prior studies have compared the efficacy of data mining methods (DMMs) in pipelines for forecasting student success, less work has focused on identifying a set of relevant features prior to model development and quantifying the stability…
Descriptors: Data Processing, Prediction, Validity, Undergraduate Students
State Data Exchange: 45 Years and Still Counting
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Southern Regional Education Board (SREB), 2015
The Southern Regional Education Board (SREB)-State Data Exchange is a cooperative effort of the SREB and the statewide higher education governing and coordinating boards in the South. Founded in 1969-1970, it is one of the nation's oldest, most comprehensive sources of comparative data on public higher education. The Data Exchange annually…
Descriptors: Consortia, Clearinghouses, Regional Programs, Data Collection
State Data Exchange: 45 Years and Still Counting. 2013-14 Indicators Report
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Southern Regional Education Board (SREB), 2015
The Southern Regional Education Board (SREB)-State Data Exchange is a one-of-a-kind regional program with 23 statewide higher education governing and coordinating board partners. The Data Exchange annually collects, compiles, and publishes: (1) the most current and detailed comparative statistics on postsecondary education in the 16 SREB states;…
Descriptors: Consortia, Clearinghouses, Regional Programs, Data Collection