Utilization of ordinal response structures in classification with high-dimensional expression data.
Andreas LehaKlaus JungTim BeißbarthPublished in: GCB (2013)
Keyphrases
- high dimensional
- classification accuracy
- high dimensionality
- pattern recognition
- classification method
- feature selection
- feature space
- feature vectors
- class labels
- machine learning
- neural network
- pattern classification
- dimension reduction
- classification scheme
- machine learning methods
- classification algorithm
- classification rate
- training samples
- image classification
- supervised learning
- nearest neighbor
- training set
- low dimensional
- input space
- automatic classification
- small sample size
- similarity search
- unsupervised learning
- data points
- sparse coding
- classification models
- data sets
- classification process