Classification in the Wild-Reference/ Information/ Interdisciplinary subjects-買書書 BuyBookBook
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Classification in the Wild-Reference/ Information/ Interdisciplinary subjects-買書書 BuyBookBook

Classification in the Wild

The Science and Art of Transparent Decision Making

Konstantinos V. Katsikopoulos (Author) • Ozgur Simsek (Author) • Marcus Buckmann (Author) • Gerd Gigerenzer (Author) ... more
... more
Edition: US - Hardback
Price:
HK$280.00 HK$350.00
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Re-stocking soon
Product Info
English
200 pages • 15.88 x 23.5 x 1.75 cm
Approx. weight: 0.49 kg
Publication date: 02 Feb,2021
Barcode/ ISBN: 9780262045155 • The MIT Press
More books in English for Age -
Reference/ Information/ Interdisciplinary subjects

Description

By: Konstantinos V. Katsikopoulos, Ozgur Simsek, Marcus Buckmann, Gerd Gigerenzer     
Rules for building formal models that use fast-and-frugal heuristics, extending the psychological study of classification to the real world of uncertainty.

This 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.

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