Construct · 1 fields · 1 citations

conformal prediction: a standalone construct

One name. One construct. A landmark on the map.

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Statistics

a distribution-free method that turns any prediction model into prediction sets with guaranteed finite-sample coverage, assuming only exchangeable data.

In statistics, conformal prediction refers to a distribution-free method that turns any prediction model into prediction sets with guaranteed finite-sample coverage, assuming only exchangeable data. This meaning comes from Lei (2018) in Journal of the American Statistical Association.[1]

Unit
Recovery means
Measured by

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Nearby constructs

association4 fields · 4 citationsjingle · one word, four constructs conformal3 fields · 3 citationsinvariant · one construct, three systems conformalized quantile regression1 fields · 1 citationsanchor · a standalone construct

References

Lei, J., G’Sell, M., Rinaldo, A., Tibshirani, R. J., & Wasserman, L. (2018). Distribution-Free Predictive Inference for Regression. Journal of the American Statistical Association, 113(523), 1094-1111. https://doi.org/10.1080/01621459.2017.1307116

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