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

ISBN: 9780262045155
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Overview

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.

This book title, Classification in the Wild (The Science and Art of Transparent Decision Making), ISBN: 9780262045155, by Konstantinos V. Katsikopoulos, Ozgur Simsek, Marcus Buckmann, Gerd Gigerenzer, published by MIT Press (February 2, 2021) is available in hardcover. Our minimum order quantity is 25 copies. All standard bulk book orders ship FREE in the continental USA and delivered in 4-10 business days.

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Product Details

Author:
Konstantinos V. Katsikopoulos, Ozgur Simsek, Marcus Buckmann, Gerd Gigerenzer
Format:
Hardcover
Pages:
200
Publisher:
MIT Press (February 2, 2021)
Language:
English
ISBN-13:
9780262045155
ISBN-10:
026204515X
Weight:
17.2oz
Dimensions:
6.25" x 9.25" x 0.69"
Case Pack:
28
File:
RandomHouse-PRH_Book_Company_PRH_PRT_Onix_full_active_D20240208T185739_146352329-20240208.xml
Folder:
RandomHouse
List Price:
$35.00
As low as:
$17.85
Shipping Origin:
Crawfordsville, IN
Publisher Identifier:
P-RH
Discount Code:
A
Audience:
General/trade
Country of Origin:
United States

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