Sequential pattern recognition by maximum conditional informativity ?
We propose sequential recognition by class-conditional informativity of features. In literature the on-line feature ordering is available only for independent features. Using product mixtures we can compute the conditional informativity of features. In this way the next most informative feature can be included into the Bayes formula.
product mixtures multivariate statistics statistical pattern recognition sequential decision making em algorithm shannon information