A comparative study of PCA, SIMCA and Cole model for classification of bioimpedance spectroscopy measurements.
Isar NejadgholiMiodrag BolicPublished in: Comput. Biol. Medicine (2015)
Keyphrases
- feature extraction
- decision trees
- computational model
- pattern recognition
- objective function
- principal components analysis
- management system
- principal component analysis
- support vector
- feature space
- classification accuracy
- classification algorithm
- multi class
- mathematical model
- data sets
- classification models
- statistical model
- principle component analysis
- svm classifier
- kernel function
- support vector machine
- probability distribution
- feature vectors
- high dimensional
- preprocessing