Evaluation of Impact of Data Processing on Quality of Machine Learning Model
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064



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Research Paper | Computer Science and Information Technology | Ukraine | Volume 9 Issue 8, August 2020

Evaluation of Impact of Data Processing on Quality of Machine Learning Model

Solovei Olga, Solovei Bohdan

In the article is considered a question of how initial data processing impacts the quality of machine learning model. As a result of the research had been received models’ quality score when data is processed by different methods: standardization and scaling. The summary specifies what data process method to be used depending on the chosen machine learning model. All calculations were performed by the functions from Phyton libraries

Keywords: data processing method, confusion matrix, F1-scope, mean absolute error, machine learning model

Edition: Volume 9 Issue 8, August 2020

Pages: 641 - 643

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How to Cite this Article?

Solovei Olga, Solovei Bohdan, "Evaluation of Impact of Data Processing on Quality of Machine Learning Model", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SR20811133634, Volume 9 Issue 8, August 2020, 641 - 643

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