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-rw-r--r--README.rst5
1 files changed, 3 insertions, 2 deletions
diff --git a/README.rst b/README.rst
index 8bae8ea..789dd45 100644
--- a/README.rst
+++ b/README.rst
@@ -61,10 +61,11 @@ from Scikit-Learn as follows:
>>> from sklearn.datasets import load_iris
>>> from sklearn.model_selection import train_test_split
- >>> from sklearn.preprocessing import maxabs_scale
+ >>> from sklearn.preprocessing import MaxAbsScaler
>>> X, y = load_iris(return_X_y=True)
- >>> X = maxabs_scale(X)
>>> X_train, X_test, y_train, y_test = train_test_split(X, y)
+ >>> scaler = MaxAbsScaler().fit(X_train)
+ >>> X_train, X_test = scaler.transform(X_train), scaler.transform(X_test)
Note that we scale the data using the `maxabs_scale
<http://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.maxabs_scale.html>`_