Relaxed constraints support vector machines for noisy data.
Mostafa SabzekarHadi Sadoghi YazdiMahmoud NaghibzadehPublished in: Neural Comput. Appl. (2011)
Keyphrases
- noisy data
- support vector
- learning machines
- large margin classifiers
- missing data
- noise tolerant
- noise free
- database
- soft margin
- training data
- kernel function
- missing values
- data sets
- high dimensional
- feature selection
- computer vision
- neural network
- training examples
- optimal solution
- intrinsic dimensionality
- learning from noisy data