---
license: apache-2.0
base_model: bert-base-cased

datasets:
- gretelai/symptom_to_diagnosis
metrics:
- f1
tags:
- medical
widget:
- text: >-
    I've been having a lot of pain in my neck and back. I've also been having
    trouble with my balance and coordination. I've been coughing a lot and my
    limbs feel weak.
- text: >-
    I've been feeling really run down and weak. My throat is sore and I've been
    coughing a lot. I've also been having chills and a fever.

model-index:
- name: Symptom_to_Diagnosis
  results:
  - task:
      type: text-classification

    dataset:
      type: gretelai/symptom_to_diagnosis
      name: gretelai/symptom_to_diagnosis
      split: test
    metrics:
    - type: precision
      value: 0.94
      name: macro avg
    
    - type: recall
      value: 0.93
      name: macro avg
    
    - type: f1-score
      value: 0.93
      name: macro avg
language:

- en

---

<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->

# Symptom_to_Diagnosis

This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
It achieves the following results on the evaluation set:


## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': 3e-05, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
- training_precision: float32

### Training results



### Framework versions

- Transformers 4.35.2
- TensorFlow 2.15.0
- Datasets 2.15.0
- Tokenizers 0.15.0