Save machine learning model

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 vote117 views1 answer
Python read integer from stdin
Python
12 votes116 views2 answers
Convert float to string python
Python
0 vote100 views1 answer
How to check what version of pygame you have instaled
Python
5 votes112 views3 answers
Opencv python shrink image
Python
1 vote144 views1 answer
Flask sending post request
Python Flask
2 votes136 views2 answers
Parentheses in python
Python
12 votes117 views2 answers
Vscode not recognizing python import
Python
0 vote118 views4 answers
Mergesort
Python
0 vote101 views1 answer
Python currnent time now
Python
5 votes113 views3 answers
How to coppy a file in python
Python