Classification in the Wild

Main
Computers
Classification in the Wild

Classification in the Wild

Name: Classification in the Wild
ISBN: 9780262361958

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

0 / 5.0

0 comments

你有多喜歡這本書？

文件的質量如何？

下載本書進行質量評估

下載文件的質量如何？

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.

類別:

Computers

年:

2021

出版商:

MIT Press

語言:

english

頁數:

200

ISBN 10:

0262361957