Research Article

Evaluation of Sentiment Analysis via Word Embedding and RNN Variants for Amazon Online Reviews

Table 2

Results obtained from unbalanced data analysis for LSTM based RNN algorithm by the three feature extraction methods.

ā€‰Accuracy (%)Precision (%)Recall (%)F1-score (%)

Word2vec92.2792.2192.2691.98
Glove83.5682.5983.5682.60
FastText93.6393.6793.6393.47