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Scholars Journal of Agriculture and Veterinary Sciences | Volume-5 | Issue-10
Model on College Academic Early Warning Based On Discriminant Analysis
Di Lang, Xiaoqiu Yu, Xiaojing Zhou , Hui Qin, Ying Gao, Yuhan Xiao
Published: Oct. 30, 2018 |
174
100
Pages: 570-574
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Abstract
Abstract: First, A review of the literature on academic early warning at home and abroad was summarized. Index system of academic early warning was determined including four factors of daily study time, number of courses selected, number of violation of classroom discipline every semester, academic credit not gained. Two models on academic early warning were constructed based on Fisher Discriminant and Bayes Discriminant. Accuracy reached to 98.1% for the model of Bayes Discriminant. Through research and analysis, the ultimate goal is to enhance the style of study, improve the quality of education and teaching and help college students graduate successfully.