Research on the Reform of Film and Television Production Courses and Their Student Achievement Evaluation in Colleges and Universities in Shanxi Province Based on Random Forest Algorithm

Research on the Reform of Film and Television Production Courses and Their Student Achievement Evaluation in Colleges and Universities in Shanxi Province Based on Random Forest Algorithm

This paper classifies the data of the original data set by random forest algorithm, selects the nodes in the attribute space for iteration, and gets the number of decision trees in the random forest. Based on the decision tree, the information gain rate in the sample set of student achievement is ca...

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Bibliographic Details
Main Authors: Shi Tianyu, Govindasamy Vimala AP
Format: Article
Language:English
Published: Sciendo 2024-01-01
Series:Applied Mathematics and Nonlinear Sciences
Subjects:
random forest algorithm
decision tree
sample set
performance evaluation
information gain rate
97q70
Online Access:https://doi.org/10.2478/amns.2023.2.00713

Internet

https://doi.org/10.2478/amns.2023.2.00713

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