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

0 vote153 views1 answer
Displaying cv2.imshow on specific window position
Python
16 votes203 views2 answers
Python to excel
Python
0 vote267 views2 answers
For schleife python
Python
61 votes204 views6 answers
Python classes
Python
6 votes211 views1 answer
Write a Python program to append text to a file and display the text.
Python
0 vote192 views1 answer
Decode multipart/form-data python
Python
0 vote260 views1 answer
Print from 1 to n in python
Python
0 vote282 views1 answer
Python set negative infinity
Python
3 votes220 views1 answer
Python docker
Python
0 vote218 views1 answer
Django 3 create async rest api
Python