Table 8.
Comparison of network-based system performance of this research with similar systems expressed in Singh and Singh's study46.
Method type | Accuracy (%) | Precision (%) | Recall (%) | F-Measure (%) | Bleu (%) |
---|---|---|---|---|---|
LSTM model (Malayalam) | 55 | 47 | 97 | 63 | – |
HINSPELL (Hindi) | 77 | – | – | – | – |
CNN-Strides (English) | 48 | 46 | 40 | 42 | – |
CNN-Filters (English) | 55 | – | – | – | – |
HINDIA (split dataset) | 80 | 85 | 72 | 78 | – |
HINDIA (testing dataset) | 74 | 81 | 72 | 77 | – |
Our network (Persian dataset) | 87 | 70 | 89 | 78 | 84 |