Classification in the Wild

Classification in the Wild The Science and Art of Transparent Decision Making

Hardback (22 Jan 2021)

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Publisher's Synopsis

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.

Book information

ISBN: 9780262045155
Publisher: The MIT Press
Imprint: The MIT Press
Pub date:
DEWEY: 121.4
DEWEY edition: 23
Language: English
Number of pages: 197
Weight: 494g
Height: 222mm
Width: 240mm
Spine width: 22mm