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doc/whats_new.rst
@@ -49,7 +49,7 @@ Changelog
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- :ref:`outlier_detection`: outlier and novelty detection, by
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`Virgile Fritsch`_.
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- - :ref:`kernel_approximation`: a transform implement kernel
+ - :ref:`kernel_approximation`: a transform implementing kernel
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approximation for fast SGD on non-linear kernels by
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`Andreas Müller`_.
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