Interclass correlation (ICC) is a statistic used in the analysis of data sets that contain observations from different classes. The ICC measures the degree to which the values of two variables vary among different groups of observations.
It can be thought of as a measure of how closely the values of the two variables are related. Values closer to 1 indicate a stronger relationship, while values closer to 0 indicate a weaker relationship.
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