Copied Support Vector Machines and Perceptrons
Support Vector Machines and Perceptrons
This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a variety of machine-learning tasks, including classification. SVMs are associated with maximizing the margin between two classes. The concerned optimization problem is a convex optimization guaranteeing a globally optimal solution. The weight vector associated with SVM is obtained by a linear combination of some of the boundary and noisy vectors. Further, when the data are not linearly separable, tuning the coefficient of the regularization term becomes crucial. Even though SVMs have popularized the kernel trick, in most of the practical applications that are high-dimensional, linear SVMs are popularly used. The text examines applications to social and information networks. The work also discusses another popular linear classifier, the perceptron, and compares its performance with that of the SVM in different application areas.>.
Price Comparison
| Seller | Contact Seller | List Price | On Sale | Shipping | Best Promo | Final Price | Volume Discount | Financing | Availability | Seller's Page |
|---|---|---|---|---|---|---|---|---|---|---|
|
BEST PRICE 1 Product Purchase
|
|
$39.99 | $39.99 |
|
$36.00 | See Site | In stock | Visit Store |
Reviews
Questions & Answers
Digital Transformation and Economic Development in Bangladesh
$54.99
Grundlagen des Investmentfondsgeschftes
$49.99
Urbanismus und Verkehr
$29.99
The Properties of Optical Glass
$329.99
Konvexitt in der Komplexen Analysis
$44.99
Latin American Blackberries Biology
$119.00
Point-of-Care Diagnostics on a Chip
$179.99
Trends and Applications in Software Engineering
$169.99
Long-Term Studies in Ecology
$84.99
Transparenz in Arbeitsorganisationen
$44.99
The Karst Systems of Florida
$149.00
Sustainable Urban Mobility Futures
$44.99
Competence Development and Assessment in TVET (COMET)
$84.99
Film und Kino
$17.99
Beyond the Horizon of Computability
$54.99
Managing Renal Injury in the Elderly Patient
$39.99
Friedrich Schillers musikalische Wirkungsgeschichte
$149.99
Brain Immune System Signal Molecules in Protection from Aerobic and Anaerobic Infections
$249.99
Physik der Halbleiterbauelemente
$34.99
Proceedings of International Conference on Computational Intelligence and Data Engineering
$219.99
Tissue Engineering II
$259.00
Chemistry for the Protection of the Environment 4
$219.99
Priority Nominalism
$64.99
Has Latin American Inequality Changed Direction?
$59.99
Building Interactive Systems
$54.99
Nanophase Materials
$259.00
Audiophotography
$109.99
Student Assessment in Digital and Hybrid Learning Environments
$119.99
Smart Technologies for Smart Governments
$139.99
Der Vergasungsversuch unter Tage von Breitscheid/Dillkreis
$49.99
Limit Theorems for Deviations
$54.99
An Introduction to Logic Circuit Testing
$19.99
The International Monetary System and the Less Developed Countries
$129.00
Technology Trends
$109.99
Exploring the Selfie
$179.99
Die Brille als Optisches Instrument
$79.99
Transformation Products of Synthetic Chemicals in the Environment
$219.99
Literature 1997, Part 1
$84.99
Fundamental Principles of Molecular Modeling
$84.99
Computational EEG Analysis
$149.00
