Linear dimension reduction in classification: adaptive procedure for optimum results.
Karsten LuebkeClaus WeihsPublished in: Adv. Data Anal. Classif. (2011)
Keyphrases
- classification accuracy
- classification procedure
- pattern recognition
- image classification
- support vector
- decision trees
- classification method
- automatic classification
- machine learning
- classification algorithm
- classification models
- object classification
- supervised classification
- classification systems
- classification scheme
- benchmark data sets
- pattern classification
- machine learning methods
- learning vector quantization
- automated classification
- decision rules
- model selection
- text classification
- feature vectors
- training set
- computer vision
- benchmark datasets
- supervised learning
- support vector machine
- search space
- preprocessing
- training data
- classification process
- feature extraction
- preprocessing stage
- neural network