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. 2021 Jan 29;8(4):1003–1015. doi: 10.1109/TCSS.2021.3051189

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