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lines changed Original file line number Diff line number Diff line change @@ -77,8 +77,8 @@ Loading an example dataset
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`scikit-learn ` comes with a few standard datasets, for instance the
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`iris <https://en.wikipedia.org/wiki/Iris_flower_data_set >`_ and `digits
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<https://archive.ics.uci.edu/ml/datasets/Pen-Based+Recognition+of+Handwritten+Digits> `_
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- datasets for classification and the `boston house prices dataset
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- <https://archive.ics.uci .edu/ml/machine-learning-databases/housing/ > `_ for regression.
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+ datasets for classification and the `diabetes dataset
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+ <https://www4.stat.ncsu .edu/~boos/var.select/diabetes.html > `_ for regression.
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In the following, we start a Python interpreter from our shell and then
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load the ``iris `` and ``digits `` datasets. Our notational convention is that
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