Participant performance data corresponding to experiments described in "Crowdsourcing Interface Feature Design with Bayesian Optimization". File contains separate sheets for each experiment and the design case study. Completion times and comparative rating scores are reported for each design candidate sampled. See publication for detailed descriptions of conditions and metrics.