TABLE VII. Comparison of DL Classifiers With Word Embeddings.
Deep Learning Classifiers with Word Embeddings. | |||||
---|---|---|---|---|---|
Models\ Data sets | COVIDSenti-A | COVIDSenti-B | COVIDSenti-C | COVIDSenti | |
Word2Vec | BiLSTM | 0.765 | 0.745 | 0.749 | 0.769 |
GloVe | BiLSTM | 0.768 | 0.729 | 0.743 | 0.771 |
DCNN- (Glove+ CNN) | 0.834 | 0.832 | 0.864 | 0.869 |