Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
LIBSVM
2011·41.135 Zitationen·ACM Transactions on Intelligent Systems and Technology
Volltext beim Verlag öffnen41.135
Zitationen
2
Autoren
2011
Jahr
Abstract
LIBSVM is a library for Support Vector Machines (SVMs). We have been actively developing this package since the year 2000. The goal is to help users to easily apply SVM to their applications. LIBSVM has gained wide popularity in machine learning and many other areas. In this article, we present all implementation details of LIBSVM. Issues such as solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter selection are discussed in detail.
Ähnliche Arbeiten
Autoren
Institutionen
Themen
Face and Expression RecognitionNeural Networks and ApplicationsAnomaly Detection Techniques and Applications