bigframes.ml.preprocessing.PolynomialFeatures

class bigframes.ml.preprocessing.PolynomialFeatures(degree: int = 2)

Generate polynomial and interaction features.

Parameters:

degree (int) – Specifies the maximal degree of the polynomial features. Valid values [1, 4]. Default to 2.

Methods

__init__([degree])
fit(X[, y])	Compute number of output features.
fit_transform(X[, y])	Fit to data, then transform it.
get_params([deep])	Get parameters for this estimator.
to_gbq(model_name[, replace])	Save the transformer as a BigQuery model.
transform(X)	Transform data to polynomial features.