Table 4 Performance analysis on IMDB dataset
From: Sentiment analysis from textual data using multiple channels deep learning models
Sr. No | Model | Accuracy |
|---|---|---|
1 | CNN | 0.91 |
2 | LSTM | 0.88 |
3 | CNN + LSTM | 0.89 |
4 | Multi-channel CNN + LSTM + attention (proposed model) | 0.94 |