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Related Questions
- What are some common techniques used to handle class imbalance in machine learning models?
- How can oversampling and undersampling be used to address class imbalance in dialogue-based systems?
- What is the impact of class imbalance on the performance of machine learning models, and how can it be mitigated?
- Can you explain the concept of SMOTE and its application in addressing class imbalance in machine learning models?
- How can class weighting be used to address class imbalance in dialogue-based systems, and what are its limitations?
- What is the role of ensemble methods in addressing class imbalance in machine learning models, and how can they be applied to dialogue-based systems?
- How can dimensionality reduction techniques be used to address class imbalance in dialogue-based systems, and what are their advantages and disadvantages?
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