Improved Bound for the Nystrom's Method and its Application to Kernel Classification
Rong JinTianbao YangMehrdad MahdaviPublished in: CoRR (2011)
Keyphrases
- classification method
- support vector machine svm
- kernel fisher discriminant
- support vector machine
- preprocessing
- machine learning methods
- pattern recognition
- support vector
- unsupervised learning
- feature vectors
- significant improvement
- classification accuracy
- upper bound
- neural network
- benchmark data sets
- pattern classification
- improved algorithm
- principle component analysis
- feature set
- training samples
- model selection
- machine learning
- classification algorithm
- high accuracy
- similarity function
- pairwise
- feature space
- similarity measure
- classification process
- decision trees