| First data set | Second data set | ||||||
---|---|---|---|---|---|---|---|---|
Precision | Recall | F1 score | Accuracy | Precision | Recall | F1 score | Accuracy | |
AraVec Skip-Gram | 88.16 | 87.87 | 88.01 | 92.7 | 76.84 | 71.96 | 74.32 | 90.6 |
AraVec CBOW | 87.46 | 84.59 | 86 | 91.6 | 78.31 | 63.49 | 70.18 | 89.8 |
Mazajak Skip-Gram | 89.04 | 85.25 | 87.1 | 92.3 | 78.26 | 66.67 | 72 | 90.2 |
Mazajak CBOW | 89.44 | 83.28 | 86.25 | 91.9 | 81.05 | 65.61 | 72.51 | 90.6 |
fastText | 87.46 | 84.59 | 86 | 91.6 | 84.12 | 56.08 | 67.3 | 89.7 |
ArWordVec Skip-Gram | 85.76 | 82.95 | 84.33 | 90.6 | 70.56 | 67.2 | 68.83 | 88.5 |
ArWordVec CBOW | 89.67 | 79.67 | 84.38 | 91 | 78.57 | 64.02 | 70.55 | 89.9 |