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Select instances to annotate from the uploaded text
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API Docs: https://api.symanto.net/active-learning/docs#/v2/request_instances_v2__model_id__instances_post |
Select Action:
Status title Model Select your model
Select Action:
Status title Update Select Mode:
and select how many instances you want to annotate.Status title request Select sampler:
Random: Returns random text instances from your dataset
Margin
: A metric to find uncertain instances for the underlying modelStatus colour Green title recommended
Then click the button “Request”.
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Prepare your data file with the following columns:
Text: Your raw text instances
Label: Label annotations for each text
Select Action:
Status title evaluate Upload your file
Select the text column and label column
As a result, you’ll see a table with different performance metrics and a list of text instances where the predicted label and the annotated label mismatch.
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Next:
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