Certain infectious or parasitic diseases Developmental anaomalies Diseases of the blood or blood forming organs Diseases of the genitourinary system Mental behavioural or neurodevelopmental disorders Neoplasms certain conditions originating in the perinatal period conditions related to sexual health diseases of the circulatroy system diseases of the digestive system diseases of the ear or mastoid process diseases of the immune system diseases of the musculoskeletal system or connective tissue diseases of the nervous system diseases of the respiratory system diseases of the skin diseases of the visual system endocrine  nutritional or metabolic diseases pregnanacy  childbirth or the puerperium sleep-wake disorders
---
tags: autotrain
language: unk
widget:
- text: "I love AutoTrain 🤗"
datasets:
- justpyschitry/autotrain-data-Psychiatry_Article_Identifier
co2_eq_emissions: 0.021794705501614994
---

# Model Trained Using AutoTrain

- Problem type: Multi-class Classification
- Model ID: 990132820
- CO2 Emissions (in grams): 0.021794705501614994

## Validation Metrics

- Loss: 0.3959168493747711
- Accuracy: 0.9141004862236629
- Macro F1: 0.8984327823035179
- Micro F1: 0.9141004862236629
- Weighted F1: 0.913962331636746
- Macro Precision: 0.9087151885944185
- Micro Precision: 0.9141004862236629
- Weighted Precision: 0.9154123644574501
- Macro Recall: 0.8957596627132517
- Micro Recall: 0.9141004862236629
- Weighted Recall: 0.9141004862236629


## Usage

You can use cURL to access this model:

```
$ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/models/justpyschitry/autotrain-Psychiatry_Article_Identifier-990132820
```

Or Python API:

```
from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("justpyschitry/autotrain-Psychiatry_Article_Identifier-990132820", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("justpyschitry/autotrain-Psychiatry_Article_Identifier-990132820", use_auth_token=True)

inputs = tokenizer("I love AutoTrain", return_tensors="pt")

outputs = model(**inputs)
```