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Perform Uniform sampling for equally weighted sample space training & evaluation #43

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Eve-ning opened this issue Sep 5, 2023 · 0 comments

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Eve-ning commented Sep 5, 2023

Currently, we just use the whole dataset, which can be

A bit too much samples
It's heavily biased against scores that aren't popular, but are more significant, such as 90%, in contrast to 99.5%, which doesn't say much

To even the training, we should try to uniformly sample across the sample space for a more representative measure and training process

Eve-ning added the training label

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