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en_imdb_sent_trf
bpben/en_imdb_sent_trf
en_imdb_sent_trf is a text classification model from bpben. Use it when you need a label for a piece of text. It is set up for spacy.
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Repo size
512 MB
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Other267 MB · 52%
At a glance
- Task
- Text Classification
- Library
- spacy
- Access
- Public
- Created
- May 10, 2023
- Updated
- May 10, 2023
- SHA
- 44da26ab
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Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_imdb_sent_trf |
| Version | 0.0.0 |
| spaCy | >=3.4.4,<3.5.0 |
| 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
<details> <summary>View label scheme (2 labels for 1 components)</summary>| Component | Labels |
|---|---|
textcat | pos, neg |
Accuracy
| Type | Score |
|---|---|
CATS_SCORE | 87.99 |
CATS_MICRO_P | 88.08 |
CATS_MICRO_R | 88.08 |
CATS_MICRO_F | 88.08 |
CATS_MACRO_P | 88.01 |
CATS_MACRO_R | 87.98 |
CATS_MACRO_F | 87.99 |
CATS_MACRO_AUC | 93.56 |
CATS_MACRO_AUC_PER_TYPE | 0.00 |
TRANSFORMER_LOSS | 24.99 |
TEXTCAT_LOSS | 2726.89 |
- Task
- Text Classification
- Library
- spacy
- Languages
- en
- Created
- May 10, 2023
- Updated
- May 10, 2023