An improved dimensionality reduction method for meta-transcriptome indexing based diseases classification.
Yin WangYuhua ZhouYixue LiZongxin LingYan ZhuXiaokui GuoHong SunPublished in: BMC Syst. Biol. (2012)
Keyphrases
- dimensionality reduction methods
- dimensionality reduction
- discriminant analysis
- preprocessing step
- feature extraction
- pattern recognition
- classification accuracy
- support vector
- feature space
- high dimensional
- data sets
- support vector machine svm
- unsupervised learning
- principal component analysis
- support vector machine
- image classification
- high dimensionality
- high dimensional data analysis
- knn
- distance measure
- preprocessing
- decision trees
- singular value decomposition
- computer vision
- machine learning
- principal components analysis
- database
- discriminative learning
- kernel trick
- fisher discriminant analysis