Search Results for author: Shuangshuang Yuan

Found 2 papers, 0 papers with code

A Survey of Methods for Handling Disk Data Imbalance

no code implementations13 Oct 2023 Shuangshuang Yuan, Peng Wu, Yuehui Chen, Qiang Li

Class imbalance exists in many classification problems, and since the data is designed for accuracy, imbalance in data classes can lead to classification challenges with a few classes having higher misclassification costs.

Classification

Data-level hybrid strategy selection for disk fault prediction model based on multivariate GAN

no code implementations10 Oct 2023 Shuangshuang Yuan, Peng Wu, Yuehui Chen

Data class imbalance is a common problem in classification problems, where minority class samples are often more important and more costly to misclassify in a classification task.

Classification

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