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Acquisition function defaults to Upper Confidence Bound, not Expected Improvement

Acquisition function defaults to Upper Confidence Bound, not Expected Improvement
@fmfn fmfn merged commit 9b80597 into bayesian-optimization:master Dec 29, 2016
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