/Python/Save machine learning model python

Save machine learning model python

model.fit(X_train, Y_train)
# save the model to disk
filename = 'finalized_model.sav'
pickle.dump(model, open(filename, 'wb'))
 
# load the model from disk
loaded_model = pickle.load(open(filename, 'rb'))
result = loaded_model.score(X_test, Y_test)

Save machine learning model

# fit the model
model.fit(X_train, y_train)

# save the model
import pickle
pickle.dump(model, open("model.pkl", "wb"))

# load the model
model = pickle.load(open("model.pkl", "rb"))

# use model to predict
y_pred = model.predict(X_input)

Similar codes

0 vote372 views1 answer
Python mongodb docker
Python
0 vote393 views1 answer
Python generator for reading and writing file
Python
0 vote413 views1 answer
Django get group users
Python Django
109 votes362 views6 answers
Python string contains substring
Python
2 votes342 views1 answer
Convert python pandas series dtype to datetime
Python
0 vote332 views1 answer
Python codes for counting the occurrence of a letters in dictionary excluding digits
Python
0 vote367 views1 answer
Flask Upload file to local s3
Python Flask
0 vote322 views1 answer
Align a text python
Python
0 vote341 views1 answer
List Join 2 Lists
Python
2 votes360 views3 answers
Solve equation python
Python