Podrobná bibliografie
| Název: |
Rbox: A web API for software integration with the R programming language. |
| Autoři: |
Konomos, Antonios, Chountasis, Spiros |
| Zdroj: |
Computer Applications in Engineering Education; Jul2023, Vol. 31 Issue 4, p1025-1040, 16p |
| Témata: |
PROGRAMMING languages, HIGH performance computing, APPLICATION program interfaces, MACHINE learning, COMPUTER software, INFORMATION storage & retrieval systems |
| Abstrakt: |
This paper presents an inventive software interface for the integration of some extensively used information systems with the R programming environment. The contribution of this paper is two‐fold. First, a more comprehensive and specialized data analysis tool is provided. Second, a notable software code analysis model has been proposed to perform statistical tests and execute machine learning algorithms using the capabilities of the R programming language. The recommended application programming interface is successfully tested and evaluated based on a real‐life data set. The obtained results verify the high computing performance of the model in terms of the execution proceedings and achieved objectives. [ABSTRACT FROM AUTHOR] |
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