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It would be interesting to compare the imbalance in train and in test to the imbalance in the combined train+test dataset, to make sure they are more or less the same.
E.g. imagine both train and test were imbalanced, but in a different way (a) to each other and (b) to the combined dataset.
Storing the histogram should enable this, if we don't already do it.
The text was updated successfully, but these errors were encountered:
It would be interesting to compare the imbalance in train and in test to the imbalance in the combined train+test dataset, to make sure they are more or less the same.
E.g. imagine both train and test were imbalanced, but in a different way (a) to each other and (b) to the combined dataset.
Storing the histogram should enable this, if we don't already do it.
The text was updated successfully, but these errors were encountered: