metadata
tags:
- spacy
- text-classification
language:
- en
model-index:
- name: en_pipeline
results: []
| Feature | Description |
|---|---|
| Name | en_pipeline |
| Version | 0.0.0 |
| spaCy | >=3.1.4,<3.2.0 |
| 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 (22 labels for 1 components)
| Component | Labels |
|---|---|
textcat |
Acute Bleed/Mesenteric Ischemia, Adrenal Mass Abdomen/Pelvis, Aortic Aneurysm Post EVT, Aortic Aneurysm Pre EVT, Aortic Dissection, Cystogram, Dual Phase Abdomen/Pelvis, Enterography IBD, NON Contrast Abdomen/Pelvis, Oral & IV Abdomen Pelvis, Oral Contrast Abdomen/Pelvis, Pancreas Mass Abdomen/Pelvis, Pelvis Only, Rectal Contrast Abdomen/Pelvis, Renal Donor, Renal Mass Abdomen/Pelvis, Renal Stone Abdomen/Pelvis, Routine Abdomen/Pelvis, Trauma Abdomen/Pelvis, Urogram Post Treatment/Follow Up, Urogram Pre Treatment Initial, Venogram |
Accuracy
| Type | Score |
|---|---|
CATS_SCORE |
76.67 |
CATS_MICRO_P |
85.89 |
CATS_MICRO_R |
85.19 |
CATS_MICRO_F |
85.54 |
CATS_MACRO_P |
74.35 |
CATS_MACRO_R |
80.69 |
CATS_MACRO_F |
76.67 |
CATS_MACRO_AUC |
97.57 |
CATS_MACRO_AUC_PER_TYPE |
0.00 |
TRANSFORMER_LOSS |
19.80 |
TEXTCAT_LOSS |
504.30 |