PCA-based Feature Transformation for Classification: Issues in Medical Diagnostics.
Mykola PechenizkiyAlexey TsymbalSeppo PuuronenPublished in: CBMS (2004)
Keyphrases
- feature transformation
- feature extraction
- pattern recognition
- feature space
- linear classifiers
- feature vectors
- classification accuracy
- support vector
- image classification
- scale invariant
- support vector machine svm
- model selection
- machine learning
- principal component analysis
- supervised learning
- classification algorithm
- classification rules
- principle component analysis
- speaker identification
- decision trees
- classification method
- probabilistic model
- training set
- kernel principal component analysis