/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

1 vote185 views1 answer
Read csv python without id
Python
0 vote193 views1 answer
Removes all the elements from a linked list python
Python
11 votes235 views4 answers
Cv2 rgb to bgr
Python
0 vote196 views1 answer
Python login to O365
Python
0 vote196 views1 answer
Python paramiko
Python
0 vote232 views1 answer
Django require_POST body
Python Django
-2 votes169 views1 answer
How to select number by twos in a list python next to each
Python
59 votes187 views6 answers
Replace character in string python
Python
2 votes228 views2 answers
'flask' is not recognized as an internal or external command, operable program or batch file.
Python Flask
1 vote179 views1 answer
Create dictionary key and values from lists
Python