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by jre 4838 days ago
Regarding the black box criticism, it seems to me that most popular algorithms (SVM, Random forest, ...) become black boxes once you go past the simple 2D example and apply them to real problems. Real-world decisions trees are pretty unreadable and include some rules that really don't make more sense than the weights in a neural network.