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Classification in the Wild

The Science and Art of Transparent Decision Making

By: Konstantinos V. Katsikopoulos,Ozgur Simsek,Marcus Buckmann,Gerd Gigerenzer

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Classification in the Wild

The Science and Art of Transparent Decision Making

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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Page Count

208

Publisher

MIT Press

Published Date

ISBN 10

0262361957

ISBN 13

9780262361958

Classification in the Wild

The Science and Art of Transparent Decision Making

By: Konstantinos V. Katsikopoulos,Ozgur Simsek,Marcus Buckmann,Gerd Gigerenzer

Write a review Read reviews Take a Quiz Solve Book Puzzle

Classification in the Wild

The Science and Art of Transparent Decision Making

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.

Average ratings

N/A

5

0%

4

0%

3

0%

2

0%

1

0%

Write a review

Solve jigsaw puzzle

Age

Page Count

208

Publisher

MIT Press

Published Date

ISBN 10

0262361957

ISBN 13

9780262361958

Book's by Marcus Buckmann

Classification in the Wild

Classification in the Wild

Classification in the Wild

Classification in the Wild

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