Table 10 Result analysis related to ablation experiment
From: Twitter sentiment analysis using hybrid gated attention recurrent network
Methods | Models | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|---|
Classification | GARN (Proposed) | 97.864 | 96.658 | 96.764 | 96.706 |
GRN | 96.104 | 95.67 | 95.77 | 94.86 | |
ARN | 95.67 | 94.904 | 94.34 | 92.75 | |
RNN | 93.19 | 94 | 93.9 | 91.5207 | |
Feature selection | HMWSO | 97.864 | 95.99 | 96.673 | 95.897 |
WSO | 96.104 | 96.750 | 95.9 | 94.35 | |
MO | 95 | 94.3 | 94.2 | 95.7 |