Students' Performance Prediction Using Genetic Algorithm

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Provided by: International Journal of Computer Engineering & Applications
Topic: Big Data
Format: PDF
Decision tree models are commonly used in educational data mining to examine the data and induce a tree that will be used to make predictions about educational data. This paper enables to obtain the decision tree models that predict the academic performance of the engineering students in contact education system. Genetic algorithm is a powerful search and optimization technique that has shown promise in obtaining good decision trees. Decision trees are evolved using greedy as well as evolutionary algorithms.
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