SVM-KNN classifier - A new method of improving the accuracy of SVM classifier

Tien Tzu Hsueh Pao/Acta Electronica Sinica

Volumn 30, Issue 5, 2002, Pages 745-748

  Li, Rong ^a   Ye, Shi Wei ^a   Shi, Zhong Zhi ^a  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

Feature space; Kernel function; Nearest neighbour algorithm; Representative point; Support vector machine; VC dimension

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); COMPUTER SIMULATION; FUNCTIONS; SAMPLING;

FEATURE SPACE; KERNEL FUNCTION; NEAREST NEIGHBOUR ALGORITHMS; REPRESENTATIVE POINTS; SUPPORT VECTOR MACHINES; TESTING SAMPLES; VC DIMENSIONS;

PATTERN RECOGNITION;

EID: 0036586510     PISSN: 03722112     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (6)

1. A tutorial on support vector machines for pattern recognition
2. Multi-class support vector machines
3. Text categorization with support vector machine: Learning with relevant features