MAPLE estimates conditional class probabilities by local averaging over Mapper-graph neighborhoods with data-driven cover selection and proves consistency under regularity conditions.
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MAPLE: Mapper Based Localized Prediction with Data Driven Cover Selection for High dimensional Data
MAPLE estimates conditional class probabilities by local averaging over Mapper-graph neighborhoods with data-driven cover selection and proves consistency under regularity conditions.