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Found 2 items.
  • Automated Machine Learning: A Survey of Tools and Techniques
    DOI Icon DOI: 10.70393/6a69656173.323336
    DOI Icon ARK: ark:/40704/JIEAS.v2n6a08
    Authors: Junchi Tian, Chang Che
    Resource Type: Article
    Disciplines: Computer Science | Subjects: Machine Learning
    Publication ID: v2n6a08
    Abstract: Automated Machine Learning (AutoML) has revolutionized the field of machine learning by automating complex and time-intensive tasks such as data preprocessing, model selection, and hyperparameter tuning. This study explores the capabilities,...
    71-76
    2024-12-01
    DOI Icon Abstract views: 150 | DOI Icon PDF downloads: 101 | DOI Icon references: 22
  • Interpretable Machine Learning: Explainability in Algorithm Design
    DOI Icon DOI: 10.70393/6a69656173.323337
    DOI Icon ARK: ark:/40704/JIEAS.v2n6a07
    Authors: Xueyi Cheng, Chang Che
    Resource Type: Article
    Disciplines: Computer Science | Subjects: Machine Learning
    Publication ID: v2n6a07
    Abstract: In recent years, there is a high demand for transparency and accountability in machine learning models, especially in domains such as healthcare, finance and etc. In this paper, we delve into deep how to make machine learning models more...
    65-70
    2024-12-01
    DOI Icon Abstract views: 90 | DOI Icon PDF downloads: 59 | DOI Icon references: 22
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