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

Classification in the Wild: The Science and Art of Transparent Decision Making by Konstantinos V. Katsikopoulos, Ozgur Simsek, Marcus Buckmann, Gerd Gigerenzer

• Classification in the Wild: The Science and Art of Transparent Decision Making
• Konstantinos V. Katsikopoulos, Ozgur Simsek, Marcus Buckmann, Gerd Gigerenzer
• Page: 200
• Format: pdf, ePub, mobi, fb2
• ISBN: 9780262361958
• Publisher: MIT Press

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

Free download electronics pdf books Classification in the Wild: The Science and Art of Transparent Decision Making RTF CHM ePub 9780262361958

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.

Classification in the Wild: The Science and Art of Transparent
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As we continuously deploy AI models in the wild we are forced to re-examine what are… Critical Studies in Machine Intelligence, Karlsruhe University of Arts and A Rigorous Science of Interpretable Machine Learning, Finale Doshi-Velez and Algorithmic decision making and the cost of fairness, Sam CorbeŠ-Davies,  Amazon.com New Releases: The best-selling new & future
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Classification in the Wild. The Science and Art of Transparent Decision Making. Written by Konstantinos V. Katsikopoulos, Ozgur Simsek,  Classification in the Wild: The Science and Art - Amazon.com
Classification in the Wild: The Science and Art of Transparent Decision Making Kindle Edition · Print length 207 pages · Language English · Publisher The MIT 

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