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What is the variance of random forest? How to ask?

Time:09-22

See the phrase "random forests is to improve performance by reducing the model variance", had been with random forests for classification of CART, a random forest for a test sample produce a classification results, classification of only two possible results: classification and correct classification error; That for a set of test sample set, can be calculated is the random forest for this group of sample classification accuracy (error), then the "variance" how exactly calculated? Where I can see it from the variance is reduced or increased?
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