Steps used in this Project
- We need to process and modify the data into sentence format.
- After that, we need to define the features to build the CRF model.
- Then, we need to apply these features in each sentence of the train and the test dataset to get the feature values.
- Once the features are computed, we need to define the target variable and then build the CRF model.
- Then, we need to perform the evaluation using a test data set.
- After that, we need to create a dictionary in which diseases are keys and treatments are values.