Table 4 Feature settings.

From: A novel knowledge extraction method based on deep learning in fruit domain

Feature

F1

SOOT

0.907

Word2Vec

0.874(\(\downarrow\))

LSTM

0.889(\(\downarrow\))

+ Bi-LSTM

0.909(\(\rightarrow\))

- character label embedding

0.904(\(\downarrow\))

-subject label embedding

0.861(\(\downarrow\))

  1. Significant values are in [bold].