Diagnosis of Several Diseases by Using Combined Kernels with Support Vector Machine.
Turgay IbrikciDeniz UstunIrem Ersöz KayaPublished in: J. Medical Syst. (2012)
Keyphrases
- support vector machine
- svm classification
- kernel function
- cardiovascular disease
- kernel methods
- support vector
- clinically relevant
- svm classifier
- polynomial kernels
- gaussian kernel
- feature space
- multiple kernel
- clinical diagnosis
- disease diagnosis
- fault diagnosis
- rbf kernel
- machine learning
- feature selection
- support vector machines for classification
- early diagnosis
- multiple kernel learning
- kernel principal component analysis
- support vector machine svm
- neurodegenerative diseases
- feature vectors
- medical practitioners
- medical doctors
- multi class
- fault detection
- tree kernels
- classification method
- linear combination
- radial basis function
- diagnostic process
- wavelet kernel
- gaussian kernels
- string kernels