Diagnosis of Chronic Kidney Disease Based on Support Vector Machine by Feature Selection Methods.
Huseyin PolatHomay Danaei MehrAydin CetinPublished in: J. Medical Syst. (2017)
Keyphrases
- support vector machine
- medical practice
- disease diagnosis
- early diagnosis
- diagnostic process
- cardiovascular disease
- diagnostic tool
- early detection
- chronic disease
- health care
- medical doctors
- clinically relevant
- multi class
- svm classifier
- model based diagnosis
- svm classification
- machine learning
- fault diagnosis
- medical diagnosis
- support vector
- optic nerve
- support vector machine svm
- training data
- training set
- feature vectors
- kernel methods
- kernel function
- fault detection
- decision forest
- patient data
- computer aided
- classification method
- decision support system
- neural network
- soft margin
- medical decision making
- clinical practice
- health status
- data sets
- liver disease