Multi-Objective Machine Learning - Yaochu Jin
-25% koodiga BOOKS
Saadetis 10-16 tööpäeva jooksul
30-päevane tagastamisõigus
Recently, increasing interest has been shown in applying the concept of Pareto-optimality to machine learning, particularly inspired by the successful developments in evolutionary multi-objective optimization. It has been shown that the multi-objective approach to machine learning is particularly successful to improve the performance of the traditional single objective machine learning methods, to generate ... Täielik kirjeldus
Võib-olla meeldib sulle ka
TOP
Six Not-so-easy Pieces: Einstein's Relativity, Symmetry, and Space-Time
Richard P. Feynman, Robert B. Leighton, Matthew Sands
-25% koodiga BOOKS
Meie tarnija laos
TOP
Six Easy Pieces: Essentials of Physics Explained by Its Most Brilliant Teacher
Richard P. Feynman, Robert B. Leighton, Matthew Sands
-25% koodiga BOOKS
Meie tarnija laos
TOP
Behave: The Biology of Humans at Our Best and Worst
-25% koodiga BOOKS
Meie tarnija laos
TOP
Determined: The Science of Life Without Free Will
-25% koodiga BOOKS
Meie tarnija laos
TOP
Beyond Inheritance: Our Ever-Mutating Cells and a New Understanding of Health
-25% koodiga BOOKS
Meie tarnija laos
TOP
The Age of Alchemy: How Early Innovators Shaped Modern Chemistry
-25% koodiga BOOKS
Meie tarnija laos
TOP
The Secrets of our DNA: How Genetics has Changed the World
-25% koodiga BOOKS
Meie tarnija laos
TOP
Introduction to Quantum Mechanics
Darrell F. Schroeter, David J. Griffiths
-25% koodiga BOOKS
Meie tarnija laos
TOP
Why We Sleep: Unlocking the Power of Sleep and Dreams
-25% koodiga BOOKS
Laos
TOP
Biology: A Global Approach, Global Edition
Neil Campbell, Rebecca Orr, Lisa Urry, Peter Minorsky, Michael Cain, Jane Reece, Steven Wasserman
-25% koodiga BOOKS
Meie tarnija laos
TOP
Why Machines Learn: The Elegant Maths Behind Modern AI
-25% koodiga BOOKS
Meie tarnija laos
TOP
A Short History of Nearly Everything 2.0
-25% koodiga BOOKS
Meie tarnija laos
TOP
Astrophysics for People in a Hurry: Essays on the Universe and Our Place Within It
-25% koodiga BOOKS
Meie tarnija laos
TOP
The Rise and Fall of the Dinosaurs: A New History of a Lost World
-25% koodiga BOOKS
Meie tarnija laos
TOP
The Rise and Reign of the Mammals: A New History, from the Shadow of the Dinosaurs to Us
-25% koodiga BOOKS
Meie tarnija laos
TOP
Learn Faster, Perform Better: A Musician's Guide to the Neuroscience of Practicing
-25% koodiga BOOKS
Meie tarnija laos
TOP
A Brief History of Time: From the Big Bang to Black Holes
-25% koodiga BOOKS
Meie tarnija laos
TOP
Thing Explainer: Complicated Stuff in Simple Words
-25% koodiga BOOKS
Meie tarnija laos
Kirjeldus
Recently, increasing interest has been shown in applying the concept of Pareto-optimality to machine learning, particularly inspired by the successful developments in evolutionary multi-objective optimization. It has been shown that the multi-objective approach to machine learning is particularly successful to improve the performance of the traditional single objective machine learning methods, to generate highly diverse multiple Pareto-optimal models for constructing ensembles models and, and to achieve a desired trade-off between accuracy and interpretability of neural networks or fuzzy systems. This monograph presents a selected collection of research work on multi-objective approach to machine learning, including multi-objective feature selection, multi-objective model selection in training multi-layer perceptrons, radial-basis-function networks, support vector machines, decision trees, and intelligent systems.
Lisateave
| Autor | Yaochu Jin |
|---|---|
| Kirjastaja | Springer Science & Business Media |
| Väljalaskeaasta | 2006 |
| Kaanetüüp | Kõvakaaneline |
| EAN | 9783540306764 |