Estimation of classification complexity.
David A. ElizondoRalph BirkenheadMatías GámezNoelia García RubioEsteban Alfaro CortésPublished in: IJCNN (2009)
Keyphrases
- classification scheme
- pattern classification
- image classification
- automatic classification
- pattern recognition
- support vector machine
- machine learning
- classification method
- classification accuracy
- object classification
- preprocessing
- support vector
- feature extraction
- feature selection
- supervised classification
- data sets
- classification process
- support vector machine svm
- text classification
- feature vectors
- feature space
- computational complexity
- parameter estimation
- benchmark datasets
- model selection
- classification rules
- decision problems
- classification models
- estimation algorithm
- supervised learning
- computational cost