biobert finetuned for genetic mutation

In this model I have finetuned the biobert model on the Personalized Medicine: Redefining Cancer Treatment kaggle dataset which is a clinical text dataset, and There are nine different classes a genetic mutation can be classified into.

How to use this model

from transformers import AutoTokenizer, AutoModelForSequenceClassification

tokenizer = AutoTokenizer.from_pretrained("wahdan99/biobert-finetuned-genetic-mutation")

model = AutoModelForSequenceClassification.from_pretrained("wahdan99/biobert-finetuned-genetic-mutation")

Evaluation

<table style="width:100%" border='1 solid black'> <tr> <th>evaluation metric</th> <th>evaluation value</th> </tr> <tr> <td>train loss</td> <td>0.639870</td> </tr> <tr> <td>validation loss</td> <td>0.824237</td> </tr> <tr> <td>f1 score</td> <td>0.733120</td> </tr> <tr> <td>accuracy</td> <td>0.728585</td> </tr>

</table>