Genetic Algorithm Based on Support Vector Machines for Computer Vision Syndrome Classification.
Eva María Artime RíosMaría del Mar Seguí CrespoAna Suárez SánchezSergio Luis Suárez GómezFernando Sánchez LasherasPublished in: SOCO-CISIS-ICEUTE (2017)
Keyphrases
- support vector
- computer vision
- classification accuracy
- pattern recognition
- large margin classifiers
- support vector machine
- learning machines
- feature selection
- generalization ability
- cross validation
- automatic classification
- machine learning
- svm classifier
- support vector machine svm
- multi class classification
- kernel methods
- image classification
- feature vectors
- kernel function
- logistic regression
- svm classification
- classification algorithm
- pattern classification
- support vectors
- face recognition
- classification method
- image processing
- kernel logistic regression
- feature ranking
- shape matching
- computer graphics
- loss function
- machine learning algorithms
- signal processing
- supervised learning
- object detection
- training set
- feature space
- object recognition