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Consistency of Random Forests and Other Averaging Classifiers

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Figure

Figure 1: An example of a distribution for which greedy random forests are inconsistent
Figure 2: A tree based on partitioning the plane into rectangles. The right subtree of each internalnode belongs to the inside of a rectangle, and the left subtree belongs to the complementof the same rectangle (ic denotes the complement of i)

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