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Existing sequential metrics such as LSTM Detection are designed to work only when there are entity_columns present -- i.e. when there are multiple sequences present in the data.
Sometimes, users may have datasets where there are no entity columns. This means that the data represents only a single sequence.
Problem Description
Existing sequential metrics such as LSTM Detection are designed to work only when there are
entity_columns
present -- i.e. when there are multiple sequences present in the data.Sometimes, users may have datasets where there are no entity columns. This means that the data represents only a single sequence.
See issues:
Expected behavior
Consider adding new metric(s) specifically for the case outlined above.
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