thomashopkins32 / HuBMAP

Hacking the Human Vasculature (Kaggle Competition)
Apache License 2.0
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Handle the "unsure" annotations #5

Closed thomashopkins32 closed 1 year ago

thomashopkins32 commented 1 year ago

We also receive annotations that the experts who annotated the data are unsure about.

We could try the following:

Each of these options should be tested and examined in isolation on various sizes of the training set (probably need cross validation).

thomashopkins32 commented 1 year ago

It looks like some annotations only have "unsure" as the label. This means that we should definitely be including it in our training somehow.