Saving and reusing the model

AI & Machine learning
1

Course Name: Trading with Machine Learning: Classification and SVM, Section No: 11, Unit No: 1, Unit type: ZipFiles

If you could be so kind, to reiterate where it is mentioned how to save and reuse the model, if we had been arrieved at a useful one, for later testing or live trading. How to save and resuse the same model?

2

Certainly! You can save and reload your model for future use by using the pickle.dump() and pickle.load() methods. Here's how you can do it:



First, save the model to a pickle file using pickle.dump():

import pickle

# Save the model to a pickle file
with open('filename.pkl', 'wb') as file:
    pickle.dump(your_model, file)

Then, load the model from the pickle file using pickle.load(): 
# Load the model from the pickle file
with open('filename.pkl', 'rb') as file:
    loaded_model = pickle.load(file)
For more details, you can access the documentation here.

Hope this helps!