An Efficient Diagnosis System for Detection of Liver Disease Using a Novel Integrated Method Based on Principal Component Analysis and K-Nearest Neighbor (PCA-KNN).
Aman SinghBabita PandeyPublished in: Int. J. Heal. Inf. Syst. Informatics (2016)
Keyphrases
- k nearest neighbor
- knn
- classification method
- knn classifier
- principal component analysis
- support vector machine svm
- support vector machine
- classification algorithm
- knn algorithm
- nearest neighbor
- k nearest neighbour
- dimensionality reduction methods
- distance function
- principal components
- graph construction
- feature reduction
- nearest neighbour
- text categorization
- text classification
- dimension reduction
- similarity search
- dimensionality reduction
- nearest neighbor algorithm
- shows significant improvements
- linear discriminant analysis
- neighborhood graph
- hierarchical document clustering
- manifold learning
- support vector
- feature extraction
- input space
- data sets
- high dimensional
- k nearest
- knn classification
- bootstrap sampling
- feature selection
- neural network