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samjmolyneux / eppi-text-classification

Classifying papers by their abstracts and titles.
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What is the use case for the mutliclass ones? #20

Closed samjmolyneux closed 2 months ago

samjmolyneux commented 2 months ago

If it is the case that we want high recall on the multiclass ones too, it might make sense to use multiple binary models. Need to figure out if it is better to use multiple binary ones or a single multiclass model.

samjmolyneux commented 2 months ago

For multiple labels, we want to do multiple binary classifiers. For multi class, we just want to select the model with the highest probability.