Required Feature Group Types

To train a model under this use case, you will need to create feature groups of the following type(s):

Feature Group Type API Configuration Name Required Description
List of documents DOCUMENTS True Documents
Evaluation EVALUATION False Queries and their relevant documents

Note: Once you upload the datasets under each Feature Group Type that comply with their respective required schemas, you will need to create Machine learning (ML) features that would be used to train your ML model(s). We use the term, "Feature Group" for a group of ML features (dataset columns) under a specific Feature Group Type. Our system support extensible schemas that enables you to provide any number of additional columns/features that you think are relevant to that Feature Group Type.


Feature Group: List of documents

Documents

Feature Mapping Feature Type Required Description
DOCUMENT Y Document text
DOCUMENT_ID Y The unique document identifier

Feature Group: Evaluation

Queries and their relevant documents

Feature Mapping Feature Type Required Description
QUERY Y The search query
DOCUMENT_ID categorical N The unique relevant document identifier.