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Approaches to Class Imbalance
In situations where there is class imbalance, it is helpful to look not only at accuracy, but to look at
- Precision
- Recall
- F1 scores
Deep learning approches to get better balancing include:
- Assigning weights when doing the fit
- Using focal_loss for the loss method