Answers for "save a model in python pickle"

model pickle file create

import pickle

# save the model to disk
filename = 'finalized_model.sav'
pickle.dump(model, open(filename, 'wb'))
 
# some time later...
 
# load the model from disk
loaded_model = pickle.load(open(filename, 'rb'))
result = loaded_model.score(X_test, Y_test)
print(result)

save object pickle python

import pickle object = Object() filehandler = open(filename, 'w') pickle.dump(object, filehandler)

save object pickle python

import pickle filehandler = open(filename, 'r') object = pickle.load(filehandler)