Compares greedy and parallel beam search over Choice probabilities when assigning patents, products, biomedical subjects, and code files to deep hierarchies.
Original by TypeSafe AIClassificationTypeSafe cookbookSource reviewed
Before you dive in
What you’ll find in the original
Navigate taxonomy levels instead of presenting every leaf in one Choice.
Carry several promising branches forward when a greedy early pick could be wrong.
Compare methods across hierarchies; taxonomy structure changes the trade-off.
Worth knowing
A search strategy cannot repair missing or misleading categories in the underlying taxonomy.