Question: In order to create a polynomial model in scikit learn, one must preprocess the data with an instance of the PolynomialFeatures class but still fit

In order to create a polynomial model in scikit learn, one must

preprocess the data with an instance of the PolynomialFeatures class but still fit an instance of the LinearRegression class

fit an instance of a nonlinear regression class

preprocess the data with an instance of the PolynomialFeatures class and fit an instance of a nonlinear regression class

preprocess the data with an instance of the StandardScaler class but still fit an instance of the LinearRegression class

preprocess the data with an instance of the PolynomialFeatures class and an instance of the StandardScaler class and fit an instance of a nonlinear model class

In order to create a polynomial model in scikit

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