Automatic Subclasses Estimation for a Better Classification with HNNP.
Ruth JanningCarlotta SchattenLars Schmidt-ThiemePublished in: ISMIS (2014)
Keyphrases
- statistical classification
- classification accuracy
- automatic classification
- feature space
- model selection
- machine learning
- support vector machine
- density estimation
- benchmark datasets
- classification method
- decision trees
- image classification
- classification scheme
- preprocessing
- pattern recognition
- classification systems
- parzen window
- class labels
- supervised classification
- classification process
- machine learning methods
- classification algorithm
- machine learning algorithms
- training set
- support vector
- feature extraction
- feature selection
- decision rules
- fully automatic
- cost sensitive
- cross validation
- nearest neighbor
- training data
- accurate estimation