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Classification in the Wild
- The Art and Science of Transparent Decision Making
Engelsk
Bogcover for Classification in the Wild af Konstantinos Katsikopoulos, Ozgur Simsek, 9780262045155
Specifikationer
Sprog:
Engelsk
Sider:
200
ISBN-13:
9780262045155
Indbinding:
Hardback
ISBN-10:
026204515X
Udg. Dato:
2 feb 2021
Størrelse i cm:
22,2 x 24,0 x 2,2
Forlag:
Oplagsdato:
2 feb 2021

Classification in the Wild

- The Art and Science of Transparent Decision Making
Engelsk
Hardback 2021
Format:

Bog beskrivelse
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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Specifikationer
Sprog:
Engelsk
Sider:
200
ISBN-13:
9780262045155
Indbinding:
Hardback
ISBN-10:
026204515X
Udg. Dato:
2 feb 2021
Størrelse i cm:
22,2 x 24,0 x 2,2
Forlag:
Oplagsdato:
2 feb 2021
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