Nihonbashi 1-chome Mitsui Building, 15th floor, 1-4-1 Nihonbashi, Chuo-ku, Tokyo 103-0027, Japan
Akinori Tanaka(AIP mathematical science team)
Generalization bounds for binary classification
Study group of "Foundations of machine learning" written by Mohri et al.
I will review generic argumant on upper bound (and if possible lower bound) of generalization error for binary classification task by using VC dimension.
This is a study group in mathematical science team, but feel free to come and participate in the discussion!
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