A new intelligent diagnosis system for the heart valve diseases by using genetic-SVM classifier.
Engin AvciPublished in: Expert Syst. Appl. (2009)
Keyphrases
- svm classifier
- cardiovascular disease
- svm classification
- support vector machine
- support vector machine svm
- medical diagnosis
- support vector
- clinically relevant
- image classification
- clinical diagnosis
- heart disease
- feature vectors
- early diagnosis
- training set
- disease diagnosis
- risk factors
- kernel function
- diagnostic process
- hyperplane
- support vectors
- human genome
- semi supervised
- medical practitioners
- complex diseases
- data mining
- logistic regression
- k nearest neighbor
- training data
- informative features
- model based diagnosis
- traditional chinese medicine
- support vector machine classifier
- knn
- classification accuracy
- machine learning