Titlebook: Machine Learning; Zhi-Hua Zhou Textbook 2021 Springer Nature Singapore Pte Ltd. 2021 Machine Learning.Learning Algorithms.Neural Networks.

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Zhi-Hua ZhouProvides a comprehensive and unbiased introduction to almost all aspects of machine learning.Received a Chinese literature prize for its elegant presentation, the Chinese version has sold 200,000+ cop

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https://doi.org/10.1007/978-981-15-1967-3Machine Learning; Learning Algorithms; Neural Networks; Support Vector Machines; Decision Trees; Classifi

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978-981-15-1969-7Springer Nature Singapore Pte Ltd. 2021

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Support Vector Machine,Given a training set ., where .. The basic idea of classification is to utilize the training set . to find a separating hyperplane in the sample space that can separate samples of different classes. However, there could be multiple qualified separating hyperplanes, as shown in Figure ., which one should be chosen?

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