Large dimensional analysis of general margin based classification methods.
Hanwen HuangPublished in: CoRR (2019)
Keyphrases
- classification systems
- preprocessing
- classification method
- machine learning methods
- benchmark datasets
- discriminative learning
- pattern recognition
- special case
- multi dimensional
- empirical studies
- machine learning
- feature selection algorithms
- classification models
- benchmark data sets
- pattern classification
- machine learning algorithms
- significant improvement
- image analysis
- feature extraction
- decision trees
- data sets
- training samples
- text classification
- computational cost
- statistical methods
- feature vectors
- training set
- generalization ability
- feature selection
- accurate classification