Construct · 1 fields · 1 citations

strategic classification: a standalone construct

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

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Machine learning

classification when the people being scored can change their features at a cost to get a better outcome.

In machine learning, strategic classification refers to classification when the people being scored can change their features at a cost to get a better outcome. This meaning comes from Hardt (2016) in Proceedings of the 2016 ACM Conference on Innovations in Theoretical Computer Science.[1]

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Nearby constructs

being3 fields · 3 citationsjingle · one word, three constructs cost4 fields · 4 citationsjingle · one word, four constructs learning6 fields · 14 citationsjingle · one name, six constructs

References

Hardt, M., Megiddo, N., Papadimitriou, C., & Wootters, M. (2016). Strategic Classification. Proceedings of the 2016 ACM Conference on Innovations in Theoretical Computer Science. https://doi.org/10.1145/2840728.2840730

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