Some Intuition About the Theory of Statistical Learning

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While I was working on the Theory of Statistical Learning, and the concept of consistency, I found the following popular graph (e.g. from  thoses slides, here in French) The curve below is the error on the training sample, as a function of the size of the training sample. Above, it is the error on a validation sample. Our learning process is consistent if the two converge. I was wondering if it was possible to generate such a graph, with some data, and some statistical … Continue reading Some Intuition About the Theory of Statistical Learning →

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