Downloads: 79 | Views: 192
Research Paper | Computer Science and Information Technology | Ukraine | Volume 9 Issue 8, August 2020 | Popularity: 6.8 / 10
Evaluation of Impact of Data Processing on Quality of Machine Learning Model
Solovei Olga, Solovei Bohdan
Abstract: 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
Make Sure to Disable the Pop-Up Blocker of Web Browser
Similar Articles
Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science and Information Technology, United States of America, Volume 12 Issue 10, October 2023
Pages: 868 - 870Artificial Intelligence and Machine Learning in Infrastructure Security Whitepaper
Anirudh Mustyala
Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Informative Article, Computer Science and Information Technology, India, Volume 9 Issue 12, December 2020
Pages: 1850 - 1857Transparent Machine Learning: Building Trust in Data Analytics
Venkata Tadi
Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science and Information Technology, India, Volume 13 Issue 8, August 2024
Pages: 893 - 900AI-Driven Plant Disease Detection: Leveraging Deep Learning for Accurate Plant Disease Detection from Leaf Images
Shanukumar Singh, Zek Furtado, Apurv Patil
Downloads: 2 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Analysis Study Research Paper, Computer Science and Information Technology, United States of America, Volume 13 Issue 4, April 2024
Pages: 715 - 725Deciphering the Dynamics of Hospital Readmissions Patterns Using Supervised Machine Learning
Nithin Narayan Koranchirath
Downloads: 2 | Weekly Hits: ⮙2 | Monthly Hits: ⮙2
Research Paper, Computer Science and Information Technology, India, Volume 13 Issue 5, May 2024
Pages: 437 - 439"Challenges in AI - Powered 3D Modeling and Solutions" - Investigating the Technical Hurdles and Breakthroughs in Applying Generative AI to the Task of Creating Three - Dimensional Digital Objects
Raghavendr Rao Sangarsu