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arXiv cs.LG·

Optimality of Sequential Filtering Under Independent Cost and Selectivity Models

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In three linesTheoretical paper proving that optimal sequential filter ordering minimizes total expected cost by sorting filters by increasing cost-to-rejection-probability ratio. Monte Carlo simulations confirm strict dominance over common heuristics across all runs.
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