I divided the dataset into X_train, X_val and X_test.
Fitted the isolation forest model to X_train.
Did hyper parameter tuning using X_val.
Tested the model on X_test.
The model does predictions on the production. The human staff gives feedback. 
How to update model now Please answer in JSON format.
user