How can Transfer Learning be leveraged to deal with class imbalance in the target task?
Instruction: Describe strategies to adapt a pre-trained model to a target task with significant class imbalance.
Context: This question evaluates the candidate's ability to handle common data challenges, such as class imbalance, using Transfer Learning, showcasing problem-solving skills and technical knowledge.
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Useful pretrained features can help when minority-class examples are scarce, but the source model may also represent that class poorly...