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Table 4 Effects of dimension settings of hidden layer dimension in Bi-LSTM

From: SBLC: a hybrid model for disease named entity recognition based on semantic bidirectional LSTMs and conditional random fields

 

Dimensions

Precision

Recall

F1

Bi-LSTM

50

0.802

0.738

0.768

100

0.848

0.761

0.802

150

0.838

0.684

0.753

200

0.848

0.702

0.768

  1. The highest values are denoted in bold type
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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