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A comparison of the maximum GMRQ scores of Markov State Models built using various hyper-parameters. Error bars denote uncertainties estimated by cross-validation. Circled in red is the set of hyper-parameters yielding the highest GMRQ score, which we used henceforth for all subsequent MSM construction and analysis.
