Towards an autonomous human chromosome classification system using Competitive Support Vector Machines Teams (CSVMT).
Ali Osman KusakciBerk AyvazElif KarakayaPublished in: Expert Syst. Appl. (2017)
Keyphrases
- support vector
- classification accuracy
- large margin classifiers
- learning machines
- support vector machine
- cross validation
- svm classifier
- feature selection
- pattern recognition
- image classification
- cooperative
- pattern classification
- svm classification
- machine learning
- generalization ability
- support vector machine svm
- classification scheme
- loss function
- correct classification
- multi class classification
- feature vectors
- text classification
- feature ranking
- automatic classification
- genetic algorithm
- classification method
- kernel function
- supervised learning
- feature space
- learning algorithm
- kernel methods
- classification algorithm
- decision rules
- classification process
- model selection
- evolutionary algorithm
- human intelligence
- decision trees
- soft margin
- kernel logistic regression