Exactly How is Mean Importance Measure Calculated for Multivariate Models?

Title summarizes my question well. I want to understand how mean importance measure is calculated so that I have a better understanding of what it means for one feature to have a greater mean importance measure than another feature. Also I want to understand what factors are considered when calculating mean importance measure.

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