Update README.md

README.md

@@ -16,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 # camembert-base-finetuned-ICDCode_5
 
-This model is a fine-tuned version of [camembert-base](https://huggingface.co/camembert-base) on the None dataset. It has been trained on a corpus of death certificate. One ICDCode is given for a given cause of death or commorbidities. As it is an important task to be able to predict these ICDCode, I shave trained this model for 8 epochs on 400 000 death causes.  Pre-processing of noisy data points was andatory before tokenization. It allows us to get this accuracy. 
+This model is a fine-tuned version of [camembert-base](https://huggingface.co/camembert-base) on the None dataset. It has been trained on a corpus of death certificate. One ICDCode is given for a given cause of death or commorbidities. As it is an important task to be able to predict these ICDCode, I shave trained this model for 8 epochs on 400 000 death causes.  Pre-processing of noisy data points was mandatory before tokenization. It allows us to get this accuracy. 
 It achieves the following results on the evaluation set:
 - Loss: 0.6574
 - Accuracy: 0.8964