ltmai
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Bio_ClinicalBERT_DDI_finetuned

Text Classification

Generated from Trainer

drug_drug_interaction

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ltmai commited on Jul 5, 2023

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@@ -32,13 +32,13 @@ pipeline_tag: text-classification
 # Bio_ClinicalBERT_DDI_finetuned
-This model is a fine-tuned version of [Bio_ClinicalBERT](https://huggingface.co/) on the Drug-Drug Interaction dataset extracted from DrugBank database.
 It achieves the following results on the Test dataset:
 - F2: 0.7872
 - AUPRC: 0.869
 - Recall: 0.7849
 - Precision: 0.7967
-- Mcc: 0.3779
 ## Model description

 # Bio_ClinicalBERT_DDI_finetuned
+This model was initialized from [Bio_ClinicalBERT](https://huggingface.co/emilyalsentzer/Bio_ClinicalBERT) by adding three hidden layers after the BERT pooler layer. The model was trained on the Drug-Drug Interaction dataset extracted from [DrugBank](https://go.drugbank.com/releases/latest) database and [National Library of Medicine](https://lhncbc.nlm.nih.gov/RxNav/APIs/InteractionAPIs.html) API.
 It achieves the following results on the Test dataset:
 - F2: 0.7872
 - AUPRC: 0.869
 - Recall: 0.7849
 - Precision: 0.7967
+- MCC: 0.3779
 ## Model description