Machine learning for practical decis...
El Morr, Christo.

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  • Machine learning for practical decision making = a multidisciplinary perspective with applications from healthcare, engineering and business analytics /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Machine learning for practical decision making/ by Christo El Morr ... [et al.].
    其他題名: a multidisciplinary perspective with applications from healthcare, engineering and business analytics /
    其他作者: El Morr, Christo.
    出版者: Cham :Springer International Publishing : : 2022.,
    面頁冊數: xvii, 465 p. :ill., digital ;24 cm.
    內容註: 1. Introduction to Machine Learning -- 2. Statistics -- 3. Overview of Machine Learning Algorithms -- 4. Data Preprocessing -- 5. Data Visualization -- 6. Linear Regression -- 7. Logistic Regression -- 8. Decision Trees -- 9. Naïve Bayes -- 10. K-Nearest Neighbors -- 11. Neural Networks -- 12. K-Means -- 13. Support Vector Machine -- 14. Voting and Bagging -- 15. Boosting and Stacking -- 16. Future Directions and Ethical Considerations.
    Contained By: Springer Nature eBook
    標題: Machine learning. -
    電子資源: https://doi.org/10.1007/978-3-031-16990-8
    ISBN: 9783031169908
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