{"product_id":"classification-in-the-wild-konstantinos-v-katsikopoulos-9780262045155","title":"Classification in the Wild: The Science and Art of Transparent Decision Making","description":"\u003cb\u003eRules for building formal models that use fast-and-frugal heuristics, extending the psychological study of classification to the real world of uncertainty.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eThis book focuses on classification--allocating objects into categories--\"in the wild,\" in real-world situations and far from the certainty of the lab. In the wild, unlike in typical psychological experiments, the future is not knowable and uncertainty cannot be meaningfully reduced to probability. Connecting the science of heuristics with machine learning, the book shows how to create formal models using classification rules that are simple, fast, and transparent and that can be as accurate as mathematically sophisticated algorithms developed for machine learning.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Konstantinos V. Katsikopoulos, Ozgur Simsek, Marcus Buckmann\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 026204515X\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780262045155\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e MIT Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/02\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 200\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.10lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 6.10w x 0.70d","brand":"Konstantinos V. Katsikopoulos","offers":[{"title":"Hardcover","offer_id":43990853976319,"sku":"9780262045155","price":35.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_3a112ca8-78b2-46f7-bbe1-4bf109cca874.jpg?v=1683307067","url":"https:\/\/www.whiterainbookhouse.com\/products\/classification-in-the-wild-konstantinos-v-katsikopoulos-9780262045155","provider":"WR Book House","version":"1.0","type":"link"}