Titlebook: Soft Computing and Its Engineering Applications; 4th International Co Kanubhai K. Patel,K. C. Santosh,Ashish Ghosh Conference proceedings 2

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Oversampling Methods to Handle the Class Imbalance Problem: A Reviewch as accuracy, precision, recall, f1 score, and area under the curve (AUC) were also used. The experimental results showed that SMOTE Tomek Links technique outperformed the other methods for most of the datasets.

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1865-0929 wed and selected from 342 submissions. They were organized in topical sections as follows: Theory and Methods; Systems and Applications; and Hybrid Techniques..978-3-031-27608-8978-3-031-27609-5Series ISSN 1865-0929 Series E-ISSN 1865-0937

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Conference proceedings 2023, held in Changa, Anand, India during December 9–10, 2022.?.The 33 full papers and 3 short papers included in this book were carefully reviewed and selected from 342 submissions. They were organized in topical sections as follows: Theory and Methods; Systems and Applications; and Hybrid Techniques..

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Soft Computing and Its Engineering Applications978-3-031-27609-5Series ISSN 1865-0929 Series E-ISSN 1865-0937

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https://doi.org/10.1007/978-3-031-27609-5information networks; artificial intelligence; information retrieval; software engineering; data mining;