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DOC: remove incorrect statement #25544

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5 changes: 1 addition & 4 deletions doc/modules/gaussian_process.rst
Original file line number Diff line number Diff line change
Expand Up @@ -147,10 +147,7 @@ in the kernel and by the regularization parameter alpha of KRR.
:align: center

The figure shows that both methods learn reasonable models of the target
function. GPR correctly identifies the periodicity of the function to be
roughly :math:`2*\pi` (6.28), while KRR chooses the doubled periodicity
:math:`4*\pi` . Besides
that, GPR provides reasonable confidence bounds on the prediction which are not
function. GPR provides reasonable confidence bounds on the prediction which are not
available for KRR. A major difference between the two methods is the time
required for fitting and predicting: while fitting KRR is fast in principle,
the grid-search for hyperparameter optimization scales exponentially with the
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