. There are several explanation why a dataset may very well be imbalanced. By way of example, the category you are targeting is likely to be uncommon inside the inhabitants, or the info might be challenging to obtain. Usually, you utilize SMOTE when the class

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Group and examine paperwork. This involves selecting the group choices for evaluate sets within your cases, viewing the metadata for each document in an assessment established, and viewing the document in its indigenous Variation or textual content version.

File position: Decide on Pending, Permitted, or Discarded in the listing to indicate the default status that you want to established to the newly-identified intents.

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