The desirability of using a hierarchical classification mechanism. This evaluation on test set is conducted by comparing the HIWL with a simpler model SLWSLM (a single layer (model) with weighted sampling and label smoothing). The SLWSLM is designed by removing the hierarchical learning mechanism from HIWL.