Table 5 Performance of the BiLSTM-based classifier.
Label | Precision | Recall | F1-Score | Support |
|---|---|---|---|---|
ሀዘን | 1.00 | 0.86 | 0.92 | 35 |
ህመም | 0.96 | 1.00 | 0.98 | 22 |
ለምን? | 1.00 | 0.86 | 0.93 | 29 |
ልምምድ | 0.88 | 0.88 | 0.88 | 26 |
መራራ | 0.80 | 0.95 | 0.87 | 21 |
መናደድ | 0.82 | 1.00 | 0.90 | 32 |
መጀመር | 1.00 | 0.90 | 0.95 | 21 |
መገረም | 1.00 | 0.95 | 0.98 | 42 |
መጥፎ | 0.85 | 0.88 | 0.86 | 25 |
መጨረስ | 0.94 | 0.88 | 0.91 | 33 |
መጨነቅ | 1.00 | 0.93 | 0.96 | 28 |
ማሸነፍ | 0.95 | 0.95 | 0.95 | 19 |
ምስጋና | 0.93 | 1.00 | 0.96 | 26 |
ቀላል | 0.92 | 0.96 | 0.94 | 25 |
ተነስ! | 0.88 | 0.93 | 0.90 | 30 |
አስቸጋሪ | 0.94 | 0.94 | 0.94 | 32 |
እህት | 0.86 | 0.94 | 0.90 | 32 |
ወንድም | 0.96 | 0.88 | 0.92 | 25 |
ይቅርታ | 0.96 | 0.93 | 0.95 | 29 |
ጎበዝ | 0.89 | 0.86 | 0.87 | 28 |
Accuracy | - | - | 0.92 | 560 |
Macro average | 0.93 | 0.92 | 0.92 | 560 |
Weighted average | 0.93 | 0.92 | 0.92 | 560 |
