On qualitative robustness of support vector machines.
Robert HableAndreas ChristmannPublished in: J. Multivar. Anal. (2011)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- classification accuracy
- qualitative reasoning
- kernel function
- quantitative and qualitative
- machine learning
- kernel methods
- radial basis function
- hyperplane
- binary classification
- generalization ability
- feature selection
- neural network
- ensemble learning
- support vector machine
- machine intelligence
- training data
- case study
- decision function
- qualitative information
- qualitative physics