R/DWD: distance-weighted discrimination for classification, visualization and batch adjustment.
Hanwen HuangXiaosun LuYufeng LiuPerry HaalandJ. S. MarronPublished in: Bioinform. (2012)
Keyphrases
- pattern recognition
- classification accuracy
- automatic classification
- distance measurement
- decision trees
- feature selection
- k nearest neighbour
- classification method
- feature space
- decision rules
- classification rules
- support vector machine
- pattern classification
- classification rate
- feature extraction
- incremental learning
- neural network
- euclidean distance
- benchmark datasets
- support vector machine svm
- image classification
- supervised learning
- data analysis
- support vector
- class labels
- self organizing maps
- model selection
- classification algorithm
- feature set
- feature vectors
- training set
- classification models
- machine learning
- data sets