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---
tags:
- spacy
- token-classification
- text-classification
language:
- en
model-index:
- name: en_tech
results:
- task:
name: NER
type: token-classification
metrics:
- name: NER Precision
type: precision
value: 0.9445557782
- name: NER Recall
type: recall
value: 0.9428761947
- name: NER F Score
type: f_score
value: 0.9437152392
---
| Feature | Description |
| --- | --- |
| **Name** | `en_tech` |
| **Version** | `0.0.7` |
| **spaCy** | `>=3.7.5,<3.8.0` |
| **Default Pipeline** | `tok2vec`, `ner`, `textcat` |
| **Components** | `tok2vec`, `ner`, `textcat` |
| **Vectors** | 514157 keys, 514157 unique vectors (300 dimensions) |
| **Sources** | n/a |
| **License** | n/a |
| **Author** | [n/a]() |
### Label Scheme
<details>
<summary>View label scheme (33 labels for 2 components)</summary>
| Component | Labels |
| --- | --- |
| **`ner`** | `BATTERY`, `BRAND`, `CACHE`, `CAM_RES`, `CHARGE`, `CLOCK_SPEED`, `COLOR`, `CORE_COUNT`, `FEATURE`, `GEN`, `GRAPHICS`, `GRAPHICS_RAM`, `MEM_TYPE`, `MODEL_NUMBER`, `OPERATING_SYSTEM`, `PROCESSOR`, `PROCESSOR_MODEL`, `PRODUCT_SERIES`, `RAM`, `RESOLUTION`, `SCREEN_SIZE`, `SCREEN_TYPE`, `SOCKET`, `STORAGE`, `STORAGE_TYPE`, `TAG`, `TYPE` |
| **`textcat`** | `267`, `292`, `297`, `325`, `328`, `4745` |
</details>
### Accuracy
| Type | Score |
| --- | --- |
| `ENTS_F` | 94.37 |
| `ENTS_P` | 94.46 |
| `ENTS_R` | 94.29 |
| `CATS_SCORE` | 99.62 |
| `CATS_MICRO_P` | 99.58 |
| `CATS_MICRO_R` | 99.58 |
| `CATS_MICRO_F` | 99.58 |
| `CATS_MACRO_P` | 99.54 |
| `CATS_MACRO_R` | 99.72 |
| `CATS_MACRO_F` | 99.62 |
| `CATS_MACRO_AUC` | 100.00 |
| `TOK2VEC_LOSS` | 7666339.45 |
| `NER_LOSS` | 135520.97 |
| `TEXTCAT_LOSS` | 13.82 | |