For binary classification, the optimal tradeoff curve between stored bits and class information is achieved by binning the posterior class probability into contiguous intervals.
Pareto-optimal
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Pareto-optimal data compression for binary classification tasks
For binary classification, the optimal tradeoff curve between stored bits and class information is achieved by binning the posterior class probability into contiguous intervals.