GaussianProcess.predict has an eval_MSE option to give you a 95% confidence
interval, see:
http://scikit-learn.org/stable/auto_examples/gaussian_process/plot_gp_regression.html
I think it should be possible to do something similar for Ridge and
LogisticRegression.
Mathieu
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