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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