Decision List

Decision List
Author: United States Board on Geographic Names
Publisher:
Total Pages: 700
Release: 1939
Genre: Geography
ISBN:

Decision List

Decision List
Author: United States Board on Geographical Names
Publisher:
Total Pages: 534
Release: 1945
Genre: Geography
ISBN:

Interpretable Machine Learning

Interpretable Machine Learning
Author: Christoph Molnar
Publisher: Lulu.com
Total Pages: 320
Release: 2020
Genre: Computers
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.

Decision Procedures

Decision Procedures
Author: Daniel Kroening
Publisher: Springer Science & Business Media
Total Pages: 314
Release: 2008-05-23
Genre: Computers
ISBN: 3540741046

A decision procedure is an algorithm that, given a decision problem, terminates with a correct yes/no answer. Here, the authors focus on theories that are expressive enough to model real problems, but are still decidable. Specifically, the book concentrates on decision procedures for first-order theories that are commonly used in automated verification and reasoning, theorem-proving, compiler optimization and operations research. The techniques described in the book draw from fields such as graph theory and logic, and are routinely used in industry. The authors introduce the basic terminology of satisfiability modulo theories and then, in separate chapters, study decision procedures for each of the following theories: propositional logic; equalities and uninterpreted functions; linear arithmetic; bit vectors; arrays; pointer logic; and quantified formulas.

Decision Traps

Decision Traps
Author: J. Edward Russo
Publisher: Touchstone
Total Pages: 308
Release: 1990
Genre: Business & Economics
ISBN:

Two experts in business management show how to avoid the ten common pitfalls that ensanre decision makers. The very latest research in the fields of business and psychology has been distilled into practical training methods that will save readers from ever making a bad decision again.

Decisions

Decisions
Author: Great Britain. Industrial Court
Publisher:
Total Pages: 766
Release: 1920
Genre: Arbitration, Industrial
ISBN: