A hybrid descriptor to improve kidney pathologies classification.
Laiara Cristina da SilvaVinícius Ponte MachadoRodrigo de Melo Souza VerasKeylla Maria de Sá Urtiga AitaSemiramis Jamil Hadad do MonteNayze Lucena Sangreman AldemanPublished in: SAC (2022)
Keyphrases
- feature extraction
- classification scheme
- image classification
- machine learning
- decision trees
- pattern recognition
- preprocessing
- automatic classification
- classification accuracy
- pattern classification
- model selection
- improve the classification accuracy
- discriminative power
- feature representation
- classification models
- machine learning methods
- decision rules
- supervised learning
- feature vectors
- classification algorithm
- benchmark datasets
- classification rules
- computer assisted
- support vector machine
- high dimensional
- support vector
- data mining
- features extraction
- data sets