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Related Questions
- What are the common techniques used to address class imbalance in deep learning models, and how do they impact the choice of epoch size?
- How does the choice of epoch size affect the overfitting and underfitting of a deep learning model in the presence of class imbalance?
- Can you explain the relationship between the number of epochs, batch size, and class imbalance in deep learning models?
- How does the choice of epoch size impact the convergence of a deep learning model in the presence of class imbalance?
- What are the implications of using a small epoch size versus a large epoch size in deep learning models with class imbalance?
- Can you discuss the trade-offs between overfitting, underfitting, and class imbalance in deep learning models, and how the choice of epoch size impacts these trade-offs?
- How does the choice of epoch size impact the performance of a deep learning model on minority and majority classes in the presence of class imbalance?
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