NLP in Healthcare
Collection
2 items • Updated
| Feature | Description |
|---|---|
| Name | MammoBiradsScore |
| Version | 0.0.0 |
| spaCy | >=3.7.5,<3.8.0 |
| Default Pipeline | transformer, textcat |
| Components | transformer, textcat |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | n/a |
Label Scheme
View label scheme (5 labels for 1 components)
| Component | Labels |
|---|---|
textcat |
BIRADS1, BIRADS2, BIRADS3, BIRADS4, BIRADS5 |
Accuracy
| Type | Score |
|---|---|
CATS_SCORE |
96.11 |
CATS_MICRO_P |
98.00 |
CATS_MICRO_R |
98.00 |
CATS_MICRO_F |
98.00 |
CATS_MACRO_P |
98.22 |
CATS_MACRO_R |
94.50 |
CATS_MACRO_F |
96.11 |
CATS_MACRO_AUC |
99.89 |
TRANSFORMER_LOSS |
0.00 |
TEXTCAT_LOSS |
0.00 |
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