2008-08-28 18  The minimum description length (MDL) cost consists of the description cost and the code cost  The former measures conciseness, and the latter homogeneity  The best hypothesis is the one that minimizes the sum of the description cost and the code cost  Finding a good quantization translates to finding the best hypothesis using the MDL principle
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