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Related Questions
- What are the potential drawbacks of oversampling using SMOTE when dealing with noisy class labels?
- How can SMOTE exacerbate the problem of noisy class labels in a dataset?
- What are some alternative techniques to SMOTE for handling noisy class labels?
- Can SMOTE be used in conjunction with other noise removal techniques?
- How can the oversampling ratio impact the performance of SMOTE on noisy data?
- Are there any specific types of noisy data that SMOTE is better suited to handle?
- Can SMOTE be used with imbalanced datasets containing noisy class labels, and if so, what are the considerations for its use?
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