/Python/How to save model to a file python

How to save model to a file python

model.fit(X_train, Y_train)
# 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)

Source: machinelearningmastery.com

Similar codes

8 votes287 views2 answers
How to earse special chrat¥cter from string in python
Python
0 vote284 views3 answers
How to draw dendrogram in python
Python
0 vote283 views1 answer
Merge all mp4 video files into one file python
Python
1 vote295 views1 answer
How to remove numbers from string in python pandas
Python
11 votes299 views3 answers
Python change a key in a dictionary
Python
0 vote274 views1 answer
Beautifulsoup find by text
Python
0 vote259 views1 answer
R named chr to dataframe
Python
2 votes241 views2 answers
Django admin actions
Python Django
0 vote286 views1 answer
Dataframe show to semicolon python
Python
-1 vote316 views1 answer
Python how to get rid of spaces in print
Python