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Support Vector Machines and Perceptrons - 9783319410623
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Item specifics
- Condition
- Book Title
- Support Vector Machines and Perceptrons
- ISBN
- 9783319410623
- Publication Name
- Support Vector Machines and Perceptrons: Learning, Optimization, Classification, and Application to Social Networks
- Publisher
- Springer International Publishing A&G
- Subject
- Computer Science
- Publication Year
- 2016
- Series
- Springerbriefs in Computer Science
- Type
- Textbook
- Format
- Paperback
- Language
- English
- Item Height
- 235 mm
- Item Weight
- 1825 g
- Item Width
- 155 mm
- Number of Pages
- 95 Pages
About this product
Product Information
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.>
Product Identifiers
Publisher
Springer International Publishing A&G
ISBN-13
9783319410623
eBay Product ID (ePID)
223771740
Product Key Features
Number of Pages
95 Pages
Language
English
Publication Name
Support Vector Machines and Perceptrons: Learning, Optimization, Classification, and Application to Social Networks
Publication Year
2016
Subject
Computer Science
Type
Textbook
Series
Springerbriefs in Computer Science
Format
Paperback
Dimensions
Item Height
235 mm
Item Weight
1825 g
Item Width
155 mm
Additional Product Features
Country/Region of Manufacture
Switzerland
Item description from the seller
Seller business information
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- w***r (65)- Feedback left by buyer.Past 6 monthsVerified purchaseItem as described and despatched in quick time. Item arrived within 3 days and was well packaged. Item was much cheaper than I found elsewhere online. I had a query about my order and the seller responded on the same day and sorted everything out. Would happily buy from seller again
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Seller Feedback (578,200)
- w***r (65)- Feedback left by buyer.Past 6 monthsVerified purchaseItem as described and despatched in quick time. Item arrived within 3 days and was well packaged. Item was much cheaper than I found elsewhere online. I had a query about my order and the seller responded on the same day and sorted everything out. Would happily buy from seller again
- r***y (427)- Feedback left by buyer.Past 6 monthsVerified purchaseFirst book went missing/didn't arrive, but Jessica in customer support sorted it out, sending a second copy, it arrived fast and safe, as described, well wrapped, good price and quick customer support. Thank you Jessicaππππ₯°πRunes: a Handbook - 9781783276974 (#314128475728)
- a***l (61)- Feedback left by buyer.Past 6 monthsVerified purchaseFantastic experience with this seller. I had an issue with the clay in my kit being dried out, which is something they couldn't have known about before me opening the box. I sent them a message and they replied quickly and kindly with a resolution, replacing my kit for me. Overall the kit was fantastic value and arrived brand new, in perfect condition bar the clay. Very trustworthy and helpful.