How to fix TypeError: __init__() got an unexpected keyword argument 'max_iter'?

[MudassarA]

# Create the model using sklearn (don't worry about the parameters for now): model = SGDRegressor(loss='squared_loss', verbose=0, eta0=0.0003, max_iter=3000)

Train/fit the model to the train-part of the dataset:

odel.fit(X_train, y_train)

ERROR:

TypeError: init() got an unexpected keyword argument 'max_iter'

TypeError Traceback (most recent call last) <command-894361499296960> in <module>() 1 # Create the model using sklearn (don't worry about the parameters for now): ----> 2 model = SGDRegressor(loss='squared_loss', verbose=0, eta0=0.0003, max_iter=3000) 3 4 # Train/fit the model to the train-part of the dataset: 5 model.fit(X_train, y_train)

TypeError: init() got an unexpected keyword argument 'max_iter'

I m running the linear regression code in Community edition.

Google says reinstall --

pip install scikit-learn==0.18 --force-reinstall

How to re-install in notebook?

[MudassarA]

I m running the linear regression code in Community edition.

Google says reinstall --

pip install scikit-learn==0.18 --force-reinstall

How to re-install in notebook?

[DanielHolth · Accepted solution]

Try replacing the failing line with the following:

model = SGDRegressor(loss='squared_loss', verbose=0, eta0=0.0003, n_iter=3000)

[Fantomas_nl]

Replacing max_iter with n_iter resolves the error. Thnx!

It is a bit unusual to expect errors like this with this type of solution from Microsoft. As if it could not be prevented..

[kiradgs]

Thank you for your share.It is nice. Ancestormoneyshop