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Table 5 different Models tested by varying number of BiLSTM

From: Deep learning for emotion analysis in Arabic tweets

Model

Number of BiLSTM layers

BiLSTM layers- units

Dropout layers

Jaccard Acc

Model1

1

300

1

0.477

Model2

2

300,200

2

0.485

Model3

3

300,200,50

3

0.498

Model4

4

300,200,50,50

4

0.481

  1. The bold values reflected the best results obtained