Corrections to “Blending Query Strategy of Active Learning for Imbalanced Data”

IEEE ACCESS(2022)

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摘要
In the above article [1], the following corrections are necessary. 1)In Table 4, all notions of “MC-Drop-B” are corrected to “MC-Drop-BMP.”2)“Statistical significannces of all experiments are examined” is corrected to “Statistical significance of each experiments is examined.”3)In Appendix II-D, “Shapiro test” is correct to ‘Shapiro-Wilk test.” In addition, we would like to add the following acknowledgment: The authors appreciate the constructive discussions with Jaewon Lee (M.S. of KAIST), and the cooperation with researchers working on the project [Development and Study of AI Technologies to Inexpensively Conform to Evolving Policy on Ethics].
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关键词
Uncertainty, Prediction algorithms, Bayes methods, Toy manufacturing industry, Predictive models, Labeling, Entropy, Active learning, imbalanced learning, minor class, multi-armed bandit, uncertainty, query-by-committee
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