Performance Tuning of PCA by CFS-Shapley Ensemble and Its Application to Medical Diagnosis.
S. SasikalaS. Appavu alias BalamuruganS. GeethaPublished in: PReMI (2013)
Keyphrases
- medical diagnosis
- principal component analysis
- principal components analysis
- ensemble learning
- principal components
- medical decision making
- medical images
- weighted voting
- expert systems
- ensemble methods
- diagnostic reasoning
- covariance matrix
- neural network
- dimensionality reduction
- fuzzy sets
- medical image processing
- principle component analysis
- medical knowledge
- high dimensional
- face recognition
- medical diagnostic
- feature selection
- learning algorithm
- linear discriminant analysis
- medical information
- base classifiers
- independent component analysis
- training data
- training set
- face images
- random forest
- oracle database
- feature extraction
- model selection
- heart disease
- machine learning
- feature space
- k means
- majority voting
- knowledge acquisition
- database administrators
- ensemble classifier
- prediction accuracy