Update README.md
Browse files
README.md
CHANGED
@@ -33,6 +33,27 @@ Pretrained NER tagging model for ancient Greek
|
|
33 |
|----------------|------------------|-------------------|-------------------|
|
34 |
| Xenophon | 1.190 | 796 | 857 |
|
35 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
36 |
# Usage
|
37 |
|
38 |
```python
|
|
|
33 |
|----------------|------------------|-------------------|-------------------|
|
34 |
| Xenophon | 1.190 | 796 | 857 |
|
35 |
|
36 |
+
# Results
|
37 |
+
| Class | Metric | Test | Validation |
|
38 |
+
|---------|-----------|--------|--------|
|
39 |
+
| **LOC** | precision | 83.33% | 88.66% |
|
40 |
+
| | recall | 81.27% | 88.94% |
|
41 |
+
| | f1 | 82.29% | 88.80% |
|
42 |
+
| **MISC** | precision | 83.25% | 0 |
|
43 |
+
| | recall | 81.21% | 0 |
|
44 |
+
| | f1 | 82.22% | 0 |
|
45 |
+
| **NORP** | precision | 88.71% | 94.76% |
|
46 |
+
| | recall | 90.76% | 94.50% |
|
47 |
+
| | f1 | 89.73% | 94.63% |
|
48 |
+
| **PER** | precision | 91.72% | 94.22% |
|
49 |
+
| | recall | 94.42% | 96.06% |
|
50 |
+
| | f1 | 93.05% | 95.13% |
|
51 |
+
| **Overall** | precision | 88.83% | 92.91% |
|
52 |
+
| | recall | 89.99% | 93.72% |
|
53 |
+
| | f1 | 89.41% | 93.32% |
|
54 |
+
| | Accuracy | 97.50% | 98.87% |
|
55 |
+
|
56 |
+
|
57 |
# Usage
|
58 |
|
59 |
```python
|