save python model as pickle code example
Example 1: model pickle file create
import pickle
filename = 'finalized_model.sav'
pickle.dump(model, open(filename, 'wb'))
loaded_model = pickle.load(open(filename, 'rb'))
result = loaded_model.score(X_test, Y_test)
print(result)
Example 2: save object pickle python
import pickle object = Object() filehandler = open(filename, 'w') pickle.dump(object, filehandler)
Example 3: save object pickle python
import pickle filehandler = open(filename, 'r') object = pickle.load(filehandler)