/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 vote105 views3 answers
Java random 6 digit number
Python
3 votes146 views2 answers
Change django administration title
Python Django
0 vote109 views1 answer
How to find in which directory my python code is running
Python
0 vote98 views1 answer
Solve system of linear equations numpy
Python
0 vote126 views1 answer
Django file upload this field is required
Python Django
0 vote83 views1 answer
How to use randon in python
Python
1 vote103 views6 answers
Add item to tuple python
Python
78 votes103 views4 answers
Read json
Python
0 vote141 views1 answer
Python - Comment supprimer Commas de la corde
Python
1 vote121 views1 answer
Implement stack using list in python
Python