Improving classifier generalization ...
Sevakula, Rahul Kumar.

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  • Improving classifier generalization = real-time machine learning based applications /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Improving classifier generalization/ by Rahul Kumar Sevakula, Nishchal K. Verma.
    其他題名: real-time machine learning based applications /
    作者: Sevakula, Rahul Kumar.
    其他作者: Verma, Nishchal K.
    出版者: Singapore :Springer Nature Singapore : : 2023.,
    面頁冊數: xxiii, 166 p. :ill., digital ;24 cm.
    內容註: Introduction to classification algorithms -- Methods to improve generalization performance -- MVPC - a classifier with very low VC dimension -- Framework for reliable fault detection with sensor data -- Membership functions for Fuzzy Support Vector Machine in noisy environment -- Stacked Denoising Sparse Autoencoder based Fuzzy rule classifiers -- Epilogue.
    Contained By: Springer Nature eBook
    標題: Machine learning. -
    電子資源: https://doi.org/10.1007/978-981-19-5073-5
    ISBN: 9789811950735
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