A novel integrated principal component analysis and support vector machines-based diagnostic system for detection of chronic kidney disease.
Aditya KhampariaBabita PandeyPublished in: Int. J. Data Anal. Tech. Strateg. (2020)
Keyphrases
- principal component analysis
- support vector
- linear discriminant analysis
- learning machines
- large margin classifiers
- object detection
- false alarms
- automatic detection
- principal components
- computer aided
- face recognition
- disease surveillance
- discriminant analysis
- covariance matrix
- logistic regression
- classification accuracy
- support vector machine
- detection method
- detection algorithm
- dimensionality reduction
- false positives
- diabetic retinopathy
- dimension reduction
- independent component analysis
- health care
- low dimensional
- anomaly detection
- cross validation
- training set
- early detection
- svm classifier
- feature space
- scan statistic
- feature selection