Decision Lists
Author | : United States. Board on Geographic Names |
Publisher | : |
Total Pages | : 442 |
Release | : 1949 |
Genre | : Geography |
ISBN | : |
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Author | : United States. Board on Geographic Names |
Publisher | : |
Total Pages | : 442 |
Release | : 1949 |
Genre | : Geography |
ISBN | : |
Author | : United States Board on Geographic Names |
Publisher | : |
Total Pages | : 752 |
Release | : 1950 |
Genre | : Names, Geographical |
ISBN | : |
Author | : United States Board on Geographical Names |
Publisher | : |
Total Pages | : 534 |
Release | : 1945 |
Genre | : Geography |
ISBN | : |
Author | : United States Board on Geographic Names |
Publisher | : |
Total Pages | : 700 |
Release | : 1939 |
Genre | : Geography |
ISBN | : |
Author | : Christoph Molnar |
Publisher | : Lulu.com |
Total Pages | : 320 |
Release | : 2020 |
Genre | : Artificial intelligence |
ISBN | : 0244768528 |
This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
Author | : Giulia M. Pagallo |
Publisher | : |
Total Pages | : 378 |
Release | : 1990 |
Genre | : Computer algorithms |
ISBN | : |
Author | : George Wharton Pepper |
Publisher | : |
Total Pages | : 1816 |
Release | : 1906 |
Genre | : Law reports, digests, etc |
ISBN | : |
Author | : Castro Rabal Castro |
Publisher | : |
Total Pages | : 0 |
Release | : 1995 |
Genre | : |
ISBN | : |
Author | : Francis Joseph Coltman |
Publisher | : |
Total Pages | : 536 |
Release | : 1886 |
Genre | : Election law |
ISBN | : |
Author | : William Lawson |
Publisher | : |
Total Pages | : 420 |
Release | : 1901 |
Genre | : Election law |
ISBN | : |