In the published article [Distribution Alignment Using Complement Entropy Objective and Adaptive Consensus-Based Label Refinement for Partial Domain Adaptation], there was an error in the Data Availability statement. The following corrections should be noted:
In the section 4.2. “Parameters λ and η, which regulate the learning from adaptive complement entropy objective, are set to 1, 8,and 0.3, 1 for Office-31 and Office-Home, respectively.” should be “ Parameters λ and η, which regulate the learning from adaptive complement entropy objective, are set to 0.7, 8, and 0.3, 1 for Office-31 and Office-Home, respectively.” and the setting valuable of Table 1 for parameters λ should be 0.7;
In Table 5 the mean accuracy for different values of parameters λ on Office-31 should be 96.63, 96.98, 97.07, 97.19, 97.25, 96.71 and 96.31 respectively. The authors apologize for this error and state that this does not change the scientific conclusions of the article in any way.
Choudhuri, S., Adeniye, S., & Sen, A. (2023). Distribution Alignment Using Complement Entropy Objective and Adaptive ConsensusBased Label Refinement For Partial Domain Adaptation. Artificial Intelligence and Applications, 1(1), 43–51. https://doi.org/10. 47852/bonviewAIA2202524
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