Predictive Models of Student College Commitment Decisions Using Machine Learning

Predictive Models of Student College Commitment Decisions Using Machine Learning

Every year, academic institutions invest considerable effort and substantial resources to influence, predict and understand the decision-making choices of applicants who have been offered admission. In this study, we applied several supervised machine learning techniques to four years of data on 11,...

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Bibliographic Details
Main Authors: Kanadpriya Basu, Treena Basu, Ron Buckmire, Nishu Lal
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Data
Subjects:
educational data mining
supervised machine learning
binary classification
accuracy
<i>F</i>-measure
class imbalance
college admission
mathematical modeling
applied mathematics
Online Access:https://www.mdpi.com/2306-5729/4/2/65

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https://www.mdpi.com/2306-5729/4/2/65

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