3.8.6.3.5. statsmodels.nonparametric.kernel_regression.LeaveOneOut¶
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class
statsmodels.nonparametric.kernel_regression.
LeaveOneOut
(X)[source]¶ Generator to give leave-one-out views on X.
Parameters: X : array-like
2-D array.
Notes
A little lighter weight than sklearn LOO. We don’t need test index. Also passes views on X, not the index.
Examples
>>> X = np.random.normal(0, 1, [10,2]) >>> loo = LeaveOneOut(X) >>> for x in loo: ... print x