TABLE VI. Comparison of ML With Word Embeddings.
| Machine Learning Classifiers with Word Embeddings. | |||||
|---|---|---|---|---|---|
| ModelsDatasets | COVIDSenti-A | COVIDSenti-B | COVIDSenti-C | COVIDSenti | |
| Word2Vec | RF | 0.764 | 0.732 | 0.753 | 0.769 |
| DT | 0.762 | 0.745 | 0.741 | 0.766 | |
| GloVe | RF | 0.716 | 0.702 | 0.722 | 0.726 |
| DT | 0.693 | 0.689 | 0.694 | 0.701 | |
| FastText | SVM | 0.801 | 0.792 | 0.783 | 0.815 |
| NB | 0.732 | 0.745 | 0.721 | 0.735 | |
| RF | 0.823 | 0.841 | 0.802 | 0.845 | |