Online Estimation of Discrete Densities

Abstract

We address the problem of estimating a discrete joint density online, that is, the algorithm is only provided the current example and its current estimate. The proposed online estimator of discrete densities, EDDO (Estimation of Discrete Densities Online), uses classifier chains to model dependencies among features. Each classifier in the chain estimates… (More)
DOI: 10.1109/ICDM.2013.91

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