A regressor that predicts the effectiveness of certain drug on a scale of 1-10.
Sentence transformers is used to generate embeddings which are given to a neural network to generate a score.All the necessary preprocessing and hyperparameter tuning is done to obtain promising results.
This model provides a reference score on how good or bad the drug performs on a specific condition.