A Theoretical Analysis of the Peaking Phenomenon in Classification.
Amin ZollanvariAlex Pappachen JamesReza SameniPublished in: J. Classif. (2020)
Keyphrases
- theoretical analysis
- pattern recognition
- machine learning
- classification scheme
- numerical simulations
- classification rules
- classification process
- classification accuracy
- feature vectors
- supervised learning
- classification algorithm
- correct classification
- feature extraction
- classification systems
- support vector machine
- image classification
- model selection
- preprocessing
- document classification
- supervised classification
- benchmark datasets
- case study
- automated classification
- accuracy rate
- accurate classification
- learning vector quantization
- automatic classification
- classification models
- pattern classification
- classification method
- support vector machine svm
- text categorization
- feature space
- multiscale
- image processing