
EAN: 9783319410623

Bilder-Quelle: discount24.de - Sport-Freizeit
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.
Produktinformationen zuletzt aktualisiert am
10.07.2025 um 18:04 Uhr
10.07.2025 um 18:04 Uhr
Hersteller
-
EAN
9783319410623
MPN
-
ASIN
3319410628
Produktgruppe
-

Produktzustand:
Verfügbarkeit:
Versandkosten:
Sonderpreis:

Sie sind Shopbetreiber? Listen Sie ganz einfach Ihre Produkte hier bei uns im Portal >>>
Letzte EAN Aktualisierungen:
9783319755106 - SpringerBriefs in Applied Sciences and Technology ...9783319091228 - SpringerBriefs in Materials Photosynthetic Micro...
9783319305561 - SpringerBriefs in Applied Sciences and Technology ...
9783319312255 - SpringerBriefs in Population Studies Boomerang K...
9783319456195 - SpringerBriefs on Case Studies of Sustainable Deve...
9784431558446 - SpringerBriefs in Business The Smart City and th...
9783642550898 - SpringerBriefs in Physics The Weight of the Vacu...
9781461471288 - SpringerBriefs in Computer Science Transportatio...
9789811990717 - SpringerBriefs in Applied Sciences and Technology ...
9784431558989 - SpringerBriefs in Statistics Group-Sequential Cl...
9789812878045 - SpringerBriefs in Electrical and Computer Engineer...
9783319997520 - SpringerBriefs in Applied Sciences and Technology ...
kürzlich hinzugefügt:
9784431558989 - SpringerBriefs in Statistics Group-Sequential Cl...9783030149215 - SpringerBriefs in Applied Sciences and Technology ...
9789812878045 - SpringerBriefs in Electrical and Computer Engineer...
9781461471288 - SpringerBriefs in Computer Science Transportatio...
9783319091228 - SpringerBriefs in Materials Photosynthetic Micro...
9783319643182 - SpringerBriefs in Latin American Studies Shiftin...
9783319056173 - SpringerBriefs in Education Doing Ethnography in...
9783030032845 - SpringerBriefs in Bioengineering Reimagining Inn...
9783031237584 - SpringerBriefs in Education Understanding Commun...
9783319892962 - SpringerBriefs in Criminology Societal Implicati...
9783319305561 - SpringerBriefs in Applied Sciences and Technology ...
9789819962518 - SpringerBriefs in Political Science The Aceh Sep...