Search Results: 'Interpretable Machine Learning'

Search

×
×
×
×
10 results for "Interpretable Machine Learning"
Interpretable Machine Learning By Christoph Molnar
Paperback: $46.07
Prints in 3-5 business days
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... More > 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.< Less
Fuzzy Logic Trees By Malcolm McLean
Paperback: $6.70
Prints in 3-5 business days
(2 Ratings)
Fuzzy logic trees are a new method of machine learning which uses the principles of fuzzy logic to create interpretable rules from noisy data sets. Discrimination rules are expressed as combinations... More > of ordered weighted average operations. Trees tend to be smaller than with competing methods such as C4.5. The book is suitable for advanced readers with some knowledge of machine learning.< Less
Fuzzy Logic Trees By Malcolm McLean
eBook (ePub): $2.28
Fuzzy logic trees are a new method of machine learning which uses the principles of fuzzy logic to create interpretable rules from noisy data sets. Discrimination rules are expressed as combinations... More > of ordered weighted average operations. Trees tend to be smaller than with competing methods such as C4.5. The book is suitable for advanced readers with some knowledge of machine learning.< Less
Fuzzy Logic Trees By Malcolm McLean
eBook (PDF): $0.00
(2 Ratings)
Fuzzy logic trees are a new method of machine learning which uses the principles of fuzzy logic to create interpretable rules from noisy data sets. Discrimination rules are expressed as combinations... More > of ordered weighted average operations. Trees tend to be smaller than with competing methods such as C4.5. The book is suitable for advanced readers with some knowledge of machine learning.< Less
New Methods, Techniques and Applications for Sketch Recognition By Mattia De Rosa
eBook (ePub): $11.19
Sketch recognition is the automated recognition of hand-drawn diagrams by a computer. It is a difficult problem due to the inherent imprecision and ambiguity of a freehand drawing and to the many... More > domains of applications. The aim of this book is to propose new methods and applications regarding the sketch recognition. The presentation of the results is divided into several contributions, facing problems such as corner detection, sketched symbol recognition and autocompletion, graphical context detection, sketched Euler diagram interpretation.< Less
Convex Optimization Euclidean Distance Geometry 2e By Dattorro
Paperback: $41.49
Prints in 3-5 business days
Convex Analysis is an emerging calculus of inequalities while Convex Optimization is its application. Analysis is the domain of the mathematician while Optimization belongs to the engineer. In... More > layman’s terms, the mathematical science of Optimization is a study of how to make a good choice when faced with conflicting requirements. The qualifier Convex means: when an optimal solution is found, then it is guaranteed to be a best solution; there is no better choice. As any convex optimization problem has geometric interpretation, this book is about convex geometry (with particular attention to distance geometry) and nonconvex, combinatorial, and geometrical problems that can be relaxed or transformed into convexity. A virtual flood of new applications follows by epiphany that many problems, presumed nonconvex, can be so transformed. This is a BLACK & WHITE paperback. A hardcover with full color interior, as originally conceived, is available at lulu.com/spotlight/dattorro< Less
Convex Optimization Euclidean Distance Geometry 2e By Dattorro
Hardcover: $142.40
Prints in 3-5 business days
Convex Analysis is an emerging calculus of inequalities while Convex Optimization is its application. Analysis is the domain of the mathematician while Optimization belongs to the engineer. In... More > layman’s terms, the mathematical science of Optimization is a study of how to make a good choice when faced with conflicting requirements. The qualifier Convex means: when an optimal solution is found, then it is guaranteed to be a best solution; there is no better choice. As any convex optimization problem has geometric interpretation, this book is about convex geometry (with particular attention to distance geometry) and nonconvex, combinatorial, and geometrical problems that can be relaxed or transformed into convexity. A virtual flood of new applications follows by epiphany that many problems, presumed nonconvex, can be so transformed. Full Color Interior Hardcover< Less
Wearable Technologies By Daniel Roggen
Paperback: $86.04
Prints in 3-5 business days
Wearable technologies have applications in entertainment, sports, healthcare, industry and for human-computer and human-robot interactions. This book introduces wearable technologies and their... More > unique ability to sense on-body a variety of physical and physiological parameters. This book introduces the most common sensor technologies found in wearable. It then details how machine learning and artificial intelligence techniques can be used to interpret the data from wearable sensors to infer the context of users, such as their physical activities, social interaction, cognitive-affective states, and others.< Less
NO BULLSHIT guide to LINEAR ALGEBRA By Ivan Savov
Hardcover: List Price: $59.00 $47.20 | You Save: 20%
Prints in 3-5 business days
Linear algebra is the foundation of science and engineering. Knowledge of linear algebra is a prerequisite for studying statistics, machine learning, computer graphics, signal processing, chemistry,... More > economics, and quantum mechanics. Indeed, linear algebra offers a powerful toolbox for modelling the world. The NO BULLSHIT guide to LINEAR ALGEBRA shows the connections between the computational techniques of linear algebra, their geometric interpretations, and the theoretical foundations. This university-level textbook contains lessons on linear algebra written in a style that is precise and concise. Each concept is illustrated through definitions, diagrams, explanations, and examples of real-world applications. Readers build their math superpowers by solving practice problems and learning to use the computer algebra system SymPy. The author combines 15 years of tutoring experience with a B.Eng. in electrical engineering, an M.Sc. in physics, and a Ph.D. in computer science from McGill University.< Less
NO BULLSHIT guide to LINEAR ALGEBRA By Ivan Savov
Paperback: List Price: $39.00 $31.20 | You Save: 20%
Prints in 3-5 business days
Linear algebra is the foundation of science and engineering. Knowledge of linear algebra is a prerequisite for studying statistics, machine learning, computer graphics, signal processing, chemistry,... More > economics, and quantum mechanics. Indeed, linear algebra offers a powerful toolbox for modelling the world. The NO BULLSHIT guide to LINEAR ALGEBRA shows the connections between the computational techniques of linear algebra, their geometric interpretations, and the theoretical foundations. This university-level textbook contains lessons on linear algebra written in a style that is precise and concise. Each concept is illustrated through definitions, diagrams, explanations, and examples of real-world applications. Readers build their math superpowers by solving practice problems and learning to use the computer algebra system SymPy. The author combines 15 years of tutoring experience with a B.Eng. in electrical engineering, an M.Sc. in physics, and a Ph.D. in computer science from McGill University.< Less

Top 10

see more >
 
1
B Inspired B Inspired By Brandon Warren
Paperback: $15.99
 
 
 
 
4
19-20: MS V3.0 19-20: MS V3.0 By Liza Cowan
Paperback: $30.00
 
 
 
 
6
Mariposa Mariposa By Joseph Huerta
Paperback: $19.95
 
 
 
 
9
 
 
10