Benchmarking local classification methods.
Bernd BischlJulia SchiffnerClaus WeihsPublished in: Comput. Stat. (2013)
Keyphrases
- classification method
- machine learning methods
- benchmark datasets
- machine learning
- image classification
- computational cost
- benchmark data sets
- pattern classification
- cross validation
- machine learning algorithms
- supervised learning
- significant improvement
- preprocessing
- accurate classification
- feature extraction
- neural networks and support vector machines
- empirical studies
- density estimation
- automatic classification
- higher classification accuracy
- knn
- pairwise
- feature space
- pattern recognition
- decision trees
- feature selection