DOC fix the equation in gaussian_process.kernels.ExpSineSquared (scikit-learn#9224)

qinhanmin2014 · midinas · commit 09f80e38022f · 2017-06-29T10:56:43.000-07:00
diff --git a/sklearn/gaussian_process/kernels.py b/sklearn/gaussian_process/kernels.py
@@ -1512,7 +1512,8 @@ class ExpSineSquared(StationaryKernelMixin, NormalizedKernelMixin, Kernel):
     parameter periodicity>0. Only the isotropic variant where l is a scalar is
     supported at the moment. The kernel given by:
 
-    k(x_i, x_j) = exp(-2 sin(\pi / periodicity * d(x_i, x_j)) / length_scale)^2
+    k(x_i, x_j) =
+    exp(-2 (sin(\pi / periodicity * d(x_i, x_j)) / length_scale) ^ 2)
 
     .. versionadded:: 0.18
 
