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Table 5 Model parameter settings

From: Data and knowledge-driven named entity recognition for cyber security

Parameters Setting
Word embedding size 100
Feature embedding size 25
Word BiLSTM hidden node 100
Feature BiLSTM hidden node 25
Batch size 32
Dropout rate 0.5
Optimizier Adam
Learning rate 0.001
Epochs 15