Scaling Support Vector Machines Towards Exascale Computing for Classification of Large-Scale High-Resolution Remote Sensing Images.
Ernir ErlingssonGabriele CavallaroMorris RiedelHelmut NeukirchenPublished in: IGARSS (2018)
Keyphrases
- support vector
- classification accuracy
- support vector machine
- large margin classifiers
- generalization ability
- learning machines
- cross validation
- decision trees
- svm classification
- machine learning
- support vector machine svm
- feature vectors
- logistic regression
- radial basis function
- svm classifier
- feature selection
- classification algorithm
- feature space
- text classification
- pattern recognition
- classification method
- training set
- training samples
- high performance computing
- class labels
- image classification
- learning algorithm