Ensemble of subspace discriminant classifiers for schistosomal liver fibrosis staging in mice microscopic images.
Amira S. AshourYanhui GuoAhmed Refaat HawasGuan XuPublished in: Health Inf. Sci. Syst. (2018)
Keyphrases
- microscopic images
- ensemble learning
- ensemble classifier
- training data
- classifier ensemble
- low dimensional
- principal component analysis
- training set
- subspace methods
- microscope images
- ensemble methods
- feature selection
- feature extraction
- discriminant analysis
- decision trees
- microscopy images
- ct images
- feature ranking
- locality preserving projections
- high dimensional
- high dimensional data
- feature set
- dimensionality reduction
- training samples
- feature space
- base classifiers
- lung cancer
- data points