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Assess different class imbalance approaches #108

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hannahbrown7 opened this issue Oct 10, 2022 · 0 comments

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hannahbrown7 commented Oct 10, 2022

Upsampling of least common class
Weighting classes at model training to weight loss function in favour of less common classes and optimum way of calculating these weights
Create a much larger dataset than what we currently have and under sample all classes to be ~equal to less common class

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